> # basic linear model
> parsnip::linear_reg() %>%
+ parsnip::set_mode("regression") %>%
+ parsnip::set_engine("lm")Linear Regression Model Specification (regression)
Computational engine: lm The Tidymodels Framework
BSMM8740-2-R-2023F [WEEK - 4]
L.L. Odette
Recap of last week
Last week we looked at several regression models that are useful for predictions.
However, R packages that implement these models have different conventions on how they accept data and specify the model.
Today we look at the
tidymodelspackage which will give us a workflow to describe, fit and compare models, using the same approach across methods.
Tidymodels
Tidymodels
- Tidymodels is a collection of R packages that provides a unified and consistent framework for modeling and machine learning tasks.
- It is built on top of the tidyverse, making it easy to integrate with other tidyverse packages.
- Tidymodels promotes best practices, repeatability, and clear documentation in your data analysis and modeling workflow.
Tidymodels
Key Components of Tidymodels
- Model Building: the
parsnippackage provides various modeling engines for different algorithms like lm(), glm(), randomForest(), xgboost(), etc. - Preprocessing: Easy and flexible data preprocessing using the
recipespackage, allowing for seamless data transformation and feature engineering.
Tidymodels
Key Components of Tidymodels
- Resampling: The
rsamplepackage supplies efficient methods for handling data splitting, cross-validation, bootstrapping, and more. - Metrics: the
yardstickpackage gives a wide range of evaluation metrics to assess model performance and choose the best model. - Tuning: the
tunepackage facilitates hyperparameter tuning for the tidymodels packages.
Tidymodels
Key Components of Tidymodels
- Workflows: functions in the
workflowspackage can bundle together your pre-processing, modeling, and post-processing requests. The advantages are: - Workflowsets: The
workflowsetspackage facilitates multiple workwflows - applying different types of models and preprocessing methods on a given data set.
Tidymodels
In base R, the predict function returns results in a format that depends on the models.
By contrast, parsnip and workflows conforms to the following rules:
- The results are always a tibble.
- The column names of the tibble are always predictable.
- There are always as many rows in the result tibble as there are in the input data set, and in the same order.
Tidymodels
Parsnip
Tidymodels: parsnip
We’ve seen how the form of the arguments to linear models in R can be very different1.
Parsnip is one of the tidymodels packages that provides a standardized interface across models.
We look at how to fit and predict with parsnip in the next few slides, given data that has been preprocessed.
Fitting with parsnip
For example we call stats::lm, specifying the model using a formula. By contrast glmnet::glmnet specify the model with separate outcome and co-variate matrices
By contrast, the tidymodels permits using both models with a uniform model specification.
Fitting with parsnip
- Specify the type of model based on its algorithm (e.g., linear regression, random forest, KNN, etc).
- Specify the engine for fitting the model. Most often this reflects the software package and function that should be used, like
lmorglmnet. - When required, declare the mode of the model. The mode reflects the type of prediction outcome. For numeric outcomes, the mode is regression; for qualitative outcomes, it is classification.
Fitting with parsnip
With parsnip specifications are built without referencing the data:
Fitting with parsnip
The translate function can be used to see how the parsnip spec is converted to the correct syntax for the underlying package / functions.
> parsnip::linear_reg(penalty = 1) %>%
+ parsnip::set_engine("glmnet") %>%
+ parsnip::set_mode("regression") %>%
+ parsnip::translate()Linear Regression Model Specification (regression)
Main Arguments:
penalty = 1
Computational engine: glmnet
Model fit template:
glmnet::glmnet(x = missing_arg(), y = missing_arg(), weights = missing_arg(),
family = "gaussian")Fitting with parsnip
We can specify the model with either a formula or outcome and model matrix:
> # prep data
> data_split <- rsample::initial_split(modeldata::ames, strata = "Sale_Price")
> ames_train <- rsample::training(data_split)
> ames_test <- rsample::testing(data_split)
> # spec model
> lm_model <- parsnip::linear_reg() %>%
+ parsnip::set_mode("regression") %>%
+ parsnip::set_engine("lm")
> # fit model
> lm_form_fit <- lm_model %>%
+ # Recall that Sale_Price has been pre-logged
+ parsnip::fit(Sale_Price ~ Longitude + Latitude, data = ames_train)
> # fit model with data in (x,y) form
> lm_xy_fit <-
+ lm_model %>% parsnip::fit_xy(
+ x = ames_train %>% dplyr::select(Longitude, Latitude),
+ y = ames_train %>% dplyr::pull(Sale_Price)
+ )Fitting with parsnip
Model results can be extracted from the fit object
Call:
stats::lm(formula = Sale_Price ~ Longitude + Latitude, data = data)
Coefficients:
(Intercept) Longitude Latitude
-124610640 -765904 1262537 (Intercept) Longitude Latitude
(Intercept) 4.712249e+13 359273381968 -320668568897
Longitude 3.592734e+11 3762633052 -164863649
Latitude -3.206686e+11 -164863649 7261431741Fitting with parsnip
A list of all parsnip-type models can be found here.
Workflows
Tidymodels: workflows
The model workflow collects all the steps of the analysis, including any pre-processing steps, the specification of the model, the model fit itself, as well as potential post-processing activities.
Similar collections of steps are sometimes called pipelines.
Workflows example
Workflows always require a parsnip model object
> # create test/train splits
> ames <- modeldata::ames %>% dplyr::mutate( Sale_Price = log10(Sale_Price) )
>
> set.seed(502)
> ames_split <-
+ rsample::initial_split(
+ ames, prop = 0.80, strata = "Sale_Price"
+ )
> ames_train <- rsample::training(ames_split)
> ames_test <- rsample::testing(ames_split)
>
> # Create a linear regression model
> lm_model <- parsnip::linear_reg() %>%
+ parsnip::set_engine("lm")
>
> # Create a workflow: adding a parsnip model
> lm_wflow <-
+ workflows::workflow() %>%
+ workflows::add_model(lm_model)Workflows example
If our model is very simple, a standard R formula can be used as a preprocessor:
Code
> # preprocessing not specified; a formula is sufficient
> lm_wflow %<>%
+ workflows::add_formula(Sale_Price ~ Longitude + Latitude)
> # fit the model ( can be written as fit(lm_wflow, ames_train) )
> lm_fit <- lm_wflow %>% parsnip::fit(ames_train)
> # tidy up the fitted coefficients
> lm_fit %>%
+ # pull the parsnip object
+ workflows::extract_fit_parsnip() %>%
+ # tidy up the fit results
+ broom::tidy() %>%
+ # show the first n rows
+ dplyr::slice_head(n=3)# A tibble: 3 × 5
term estimate std.error statistic p.value
<chr> <dbl> <dbl> <dbl> <dbl>
1 (Intercept) -303. 14.4 -21.0 3.64e-90
2 Longitude -2.07 0.129 -16.1 1.40e-55
3 Latitude 2.71 0.180 15.0 9.29e-49Workflows prediction
When using predict(workflow, new_data), no model or preprocessor parameters like those from recipes are re-estimated using the values in new_data.
Take centering and scaling using step_normalize() as an example.
Using this step, the means and standard deviations from the appropriate columns are determined from the training set; new samples at prediction time are standardized using these values from training when predict() is invoked.
Workflows prediction
The fitted workflow can be used to predict outcomes given a new dataset of co-variates. Alternatively, the parsnip::augment function can be used to augment the new data with the prediction and other information about the prediction.
Workflows updating
The model and data pre-processor can be removed or updated:
Predictors can be selected using tidyselect selectors, e.g. everything(), ends_with(“tude”), etc.
Workflows use of formulas
We’ve noted that R formulas can specify a good deal of preprocessing, including inline transformations and creating dummy variables, interactions and other column expansions. But some R packages extend the formula in ways that base R functions cannot parse or execute.
When add_formula is executed, since preprocessing is model dependent, workflows attempts to emulate what the underlying model would do whenever possible.
Workflows use of formulas
If a random forest model is fit using the ranger or randomForest packages, the workflow knows predictor columns that are factors should be left as is (not converted to dummy vaiables).
By contrast, a boosted tree created with the xgboost package requires the user to create dummy variables from factor predictors (since xgboost::xgb.train() will not). A workflow using xgboost will create the indicator columns for this engine. Also note that a different engine for boosted trees, C5.0, does not require dummy variables so none are made by the workflow.
Workflows: special formulas
Some packages have specilized formula specification, i.e. the lme4 package allows random effects per
The effect of this is that each subject will have an estimated intercept and slope parameter for age. Standard R methods can’t properly process this formula.
Workflows: special formulas
In this case The add_variables() specification provides the bare column names, and then the actual formula given to the model is set within add_model():
> multilevel_spec <- parsnip::linear_reg() %>% parsnip::set_engine("lmer")
>
> multilevel_workflow <-
+ workflows::workflow() %>%
+ # Pass the data along as-is:
+ workflows::add_variables(outcome = distance, predictors = c(Sex, age, Subject)) %>%
+ workflows::add_model(multilevel_spec,
+ # This formula is given to the model
+ formula = distance ~ Sex + (age | Subject))Workflowsets
Tidymodels: workflowsets
Creating multiple workflows at once
The workflowset package creates combinations of workflow components.
A list of preprocessors (e.g., formulas, dplyr selectors, or feature engineering recipe objects) can be combined (i.e. a crossproduct) with a list of model specifications, resulting in a set of workflows.
Tidymodels: workflowsets
Create a set of preprocessors by formula
> # set up a list of formulas
> location <- list(
+ longitude = Sale_Price ~ Longitude,
+ latitude = Sale_Price ~ Latitude,
+ coords = Sale_Price ~ Longitude + Latitude,
+ neighborhood = Sale_Price ~ Neighborhood
+ )
>
> # create a workflowset
> location_models <-
+ workflowsets::workflow_set(
+ preproc = location, models = list(lm = lm_model)
+ )Tidymodels: workflowsets
A workflow set is a data structure
# A workflow set/tibble: 4 × 4
wflow_id info option result
<chr> <list> <list> <list>
1 longitude_lm <tibble [1 × 4]> <opts[0]> <list [0]>
2 latitude_lm <tibble [1 × 4]> <opts[0]> <list [0]>
3 coords_lm <tibble [1 × 4]> <opts[0]> <list [0]>
4 neighborhood_lm <tibble [1 × 4]> <opts[0]> <list [0]>You can extract the elements of the workflowset using tidy::unnest, dplyr::filter, etc. Alternatively the are a number of workflowsets::extract_X functions that will do the job, e.g.
Tidymodels: workflowsets
Create model fits
> # create a new column (fit) by mapping fit
> # against the data in the info column
> location_models %<>%
+ dplyr::mutate(
+ fit = purrr::map(
+ info
+ , ~ parsnip::fit(.x$workflow[[1]], ames_train)
+ )
+ )
>
> # view
> location_models$fit[[1]] |> broom::tidy()# A tibble: 2 × 5
term estimate std.error statistic p.value
<chr> <dbl> <dbl> <dbl> <dbl>
1 (Intercept) -184. 12.6 -14.6 1.97e-46
2 Longitude -2.02 0.135 -15.0 7.01e-49Tidymodels: evaluation
Once we’ve settled on a final model there is a convenience function called last_fit() that will fit the model to the entire training set and evaluate it with the testing set. Notice that last_fit() takes a data split as an input, not a dataframe.
# A tibble: 3 × 5
.pred id .row Sale_Price .config
<dbl> <chr> <int> <dbl> <chr>
1 5.22 train/test split 2 5.02 Preprocessor1_Model1
2 5.21 train/test split 4 5.39 Preprocessor1_Model1
3 5.28 train/test split 5 5.28 Preprocessor1_Model1Yardstick
Tidymodels: yardstick
Performance metrics and inference
An inferential model is used primarily to understand relationships, and typically emphasizes the choice (and validity) of probabilistic distributions and other generative qualities that define the model.
For a model used primarily for prediction, by contrast, predictive strength is of primary importance and other concerns about underlying statistical qualities may be less important.
Tidymodels: yardstick
The point of this analysis is to demonstrate the idea that optimization of statistical characteristics of the model does not imply that the model fits the data well.
Even for purely inferential models, some measure of fidelity to the data should accompany the inferential results. With empirical validation, the users of the analyses can calibrate their expectations of the results.
Tidymodels: yardstick
Code
> ames <- dplyr::mutate(modeldata::ames, Sale_Price = log10(Sale_Price))
>
> set.seed(502)
> ames_split <- rsample::initial_split(ames, prop = 0.80, strata = Sale_Price)
> ames_train <- rsample::training(ames_split)
> ames_test <- rsample::testing(ames_split)
>
> ames_rec <-
+ recipes::recipe(Sale_Price ~ Neighborhood + Gr_Liv_Area + Year_Built + Bldg_Type +
+ Latitude + Longitude, data = ames_train) %>%
+ recipes::step_log(Gr_Liv_Area, base = 10) %>%
+ recipes::step_other(Neighborhood, threshold = 0.01) %>%
+ recipes::step_dummy(
+ recipes::all_nominal_predictors()
+ ) %>%
+ recipes::step_interact( ~ Gr_Liv_Area:starts_with("Bldg_Type_") ) %>%
+ recipes::step_ns(Latitude, Longitude, deg_free = 20)
>
> lm_model <- parsnip::linear_reg() %>% parsnip::set_engine("lm")
>
> lm_wflow <-
+ workflows::workflow() %>%
+ workflows::add_model(lm_model) %>%
+ workflows::add_recipe(ames_rec)
>
> lm_fit <- parsnip::fit(lm_wflow, ames_train)Tidymodels: yardstick
Regression metrics
Code
> # fit with new data
> ames_test_res <-
+ stats::predict(
+ lm_fit
+ , new_data = ames_test %>% dplyr::select(-Sale_Price)
+ )
> ames_test_res
> # compare predictions with corresponding data
> ames_test_res <-
+ dplyr::bind_cols(
+ ames_test_res, ames_test %>% dplyr::select(Sale_Price))
> ames_test_res
> # there is a standard output format for yardstick functions
> yardstick::rmse(ames_test_res, truth = Sale_Price, estimate = .pred)# A tibble: 588 × 1
.pred
<dbl>
1 5.22
2 5.21
3 5.28
4 5.27
5 5.28
6 5.28
7 5.26
8 5.26
9 5.26
10 5.24
# ℹ 578 more rows# A tibble: 588 × 2
.pred Sale_Price
<dbl> <dbl>
1 5.22 5.02
2 5.21 5.39
3 5.28 5.28
4 5.27 5.28
5 5.28 5.28
6 5.28 5.26
7 5.26 5.73
8 5.26 5.60
9 5.26 5.32
10 5.24 4.98
# ℹ 578 more rows# A tibble: 1 × 3
.metric .estimator .estimate
<chr> <chr> <dbl>
1 rmse standard 0.164Tidymodels: yardstick
Regression metrics: multiple metrics at once
> # NOTE: yardstick::metric_set returns a function
> ames_metrics <-
+ yardstick::metric_set(
+ yardstick::rmse
+ , yardstick::rsq
+ , yardstick::mae
+ )
>
> ames_metrics(ames_test_res, truth = Sale_Price, estimate = .pred)# A tibble: 3 × 3
.metric .estimator .estimate
<chr> <chr> <dbl>
1 rmse standard 0.164
2 rsq standard 0.189
3 mae standard 0.124Tidymodels: yardstick
Classification metrics: binary class targets
Tidymodels: yardstick
Classification metrics: binary class targets
Code
# A tibble: 3 × 3
.metric .estimator .estimate
<chr> <chr> <dbl>
1 accuracy binary 0.838
2 mcc binary 0.677
3 f_meas binary 0.849Tidymodels: yardstick
Classification metrics: class probabilities
Code
> two_class_curve <-
+ yardstick::roc_curve(
+ modeldata::two_class_example
+ , truth
+ , Class1
+ )
>
> parsnip::autoplot(two_class_curve) +
+ labs(
+ title = stringr::str_glue("roc_auc = {round(yardstick::roc_auc(modeldata::two_class_example, truth, Class1)[1,3],4)}")
+ , subtitle = "There are other functions that use probability estimates, including gain_curve, lift_curve, and pr_curve."
+ )
Tidymodels: yardstick
Regression metrics: multi-class targets
- The functions for metrics that use the discrete class predictions are identical to their binary counterparts.
- Metrics designed to handle outcomes with only two classes are extended for outcomes with more than two classes.
Tidymodels: yardstick
Regression metrics: multi-class targets
Take sensitivity for example:
- Macro-averaging computes a set of one-versus-all metrics using the standard two-class statistics. These are averaged.
- Macro-weighted averaging does the same but the average is weighted by the number of samples in each class.
- Micro-averaging computes the contribution for each class, aggregates them, then computes a single metric from the aggregates.
Tidymodels: yardstick
Regression metrics: multi-class targets
obs pred VF F M L Resample
1 VF VF 9.136340e-01 7.786694e-02 8.479147e-03 1.991225e-05 Fold01
2 VF VF 9.380672e-01 5.710623e-02 4.816447e-03 1.011557e-05 Fold01
3 VF VF 9.473710e-01 4.946767e-02 3.156287e-03 4.999849e-06 Fold01
4 VF VF 9.289077e-01 6.528949e-02 5.787179e-03 1.564496e-05 Fold01
5 VF VF 9.418764e-01 5.430830e-02 3.808013e-03 7.294581e-06 Fold01
6 VF VF 9.510978e-01 4.618223e-02 2.716177e-03 3.841455e-06 Fold01
7 VF VF 9.141380e-01 7.815186e-02 7.674706e-03 3.540712e-05 Fold01
8 VF VF 9.183508e-01 7.437284e-02 7.260583e-03 1.572869e-05 Fold01
9 VF VF 8.426395e-01 1.276057e-01 2.956273e-02 1.921091e-04 Fold01
10 VF VF 9.201676e-01 7.278837e-02 7.029299e-03 1.470748e-05 Fold01
11 VF F 3.761772e-01 5.456339e-01 7.679576e-02 1.393113e-03 Fold01
12 VF F 3.885041e-01 5.088634e-01 1.014177e-01 1.214754e-03 Fold01
13 VF VF 4.947838e-01 4.567374e-01 4.809350e-02 3.853588e-04 Fold01
14 VF VF 8.805588e-01 9.875896e-02 2.062370e-02 5.849500e-05 Fold01
15 VF VF 9.143142e-01 7.116937e-02 1.449491e-02 2.150462e-05 Fold01
16 VF VF 8.299298e-01 1.315213e-01 3.845993e-02 8.899835e-05 Fold01
17 VF VF 9.172870e-01 7.200110e-02 1.068621e-02 2.567282e-05 Fold01
18 VF VF 9.133611e-01 7.247206e-02 1.412105e-02 4.578425e-05 Fold01
19 VF VF 9.388037e-01 5.393117e-02 7.258208e-03 6.908569e-06 Fold01
20 VF VF 9.842818e-01 1.496544e-02 7.517025e-04 1.017422e-06 Fold01
21 VF VF 9.837444e-01 1.555593e-02 6.986590e-04 1.004350e-06 Fold01
22 VF VF 9.839162e-01 1.530611e-02 7.766103e-04 1.089092e-06 Fold01
23 VF VF 9.868004e-01 1.262830e-02 5.707369e-04 5.733360e-07 Fold01
24 VF VF 9.774908e-01 2.096118e-02 1.545566e-03 2.429809e-06 Fold01
25 VF VF 9.882188e-01 1.136615e-02 4.146959e-04 3.498133e-07 Fold01
26 VF VF 9.886027e-01 1.092521e-02 4.718386e-04 2.975579e-07 Fold01
27 VF VF 9.752615e-01 2.307828e-02 1.657259e-03 2.961357e-06 Fold01
28 VF VF 9.824464e-01 1.657506e-02 9.769593e-04 1.559296e-06 Fold01
29 VF VF 9.884003e-01 1.115648e-02 4.428435e-04 3.642457e-07 Fold01
30 VF VF 9.324751e-01 5.554159e-02 1.127280e-02 7.104905e-04 Fold01
31 VF VF 9.788454e-01 1.986417e-02 1.287635e-03 2.808330e-06 Fold01
32 VF VF 9.854944e-01 1.386496e-02 6.398649e-04 7.660727e-07 Fold01
33 VF VF 9.868995e-01 1.237899e-02 7.209161e-04 5.714906e-07 Fold01
34 VF VF 9.830121e-01 1.625257e-02 7.339278e-04 1.400940e-06 Fold01
35 VF VF 9.866763e-01 1.255464e-02 7.684679e-04 6.264748e-07 Fold01
36 VF VF 6.362303e-01 3.202032e-01 4.324050e-02 3.260450e-04 Fold01
37 VF VF 5.988413e-01 3.412932e-01 5.919116e-02 6.742845e-04 Fold01
38 VF VF 6.696001e-01 2.988741e-01 3.129559e-02 2.301224e-04 Fold01
39 VF VF 5.583367e-01 3.786000e-01 6.252555e-02 5.377030e-04 Fold01
40 VF VF 6.572574e-01 3.050531e-01 3.741023e-02 2.792341e-04 Fold01
41 VF VF 7.610149e-01 2.024816e-01 3.644132e-02 6.214494e-05 Fold01
42 VF VF 8.316829e-01 1.550445e-01 1.325248e-02 2.011195e-05 Fold01
43 VF VF 8.032623e-01 1.756865e-01 2.102688e-02 2.424176e-05 Fold01
44 VF VF 8.634132e-01 1.266075e-01 9.969700e-03 9.634219e-06 Fold01
45 VF F 8.783413e-02 5.539494e-01 3.493844e-01 8.832123e-03 Fold01
46 VF F 1.612212e-01 5.930725e-01 2.441203e-01 1.585951e-03 Fold01
47 VF F 8.451150e-02 5.770391e-01 3.307289e-01 7.720507e-03 Fold01
48 VF VF 9.875622e-01 1.213416e-02 3.034030e-04 2.158980e-07 Fold01
49 VF VF 9.769174e-01 2.217658e-02 9.050344e-04 1.032298e-06 Fold01
50 VF VF 9.801830e-01 1.915377e-02 6.624589e-04 7.661263e-07 Fold01
51 VF VF 9.575459e-01 4.054433e-02 1.904713e-03 5.046420e-06 Fold01
52 VF VF 9.872374e-01 1.242886e-02 3.334950e-04 2.386789e-07 Fold01
53 VF VF 9.596211e-01 3.815929e-02 2.216034e-03 3.592323e-06 Fold01
54 VF VF 9.267618e-01 6.894315e-02 4.283164e-03 1.189249e-05 Fold01
55 VF VF 9.264446e-01 6.921441e-02 4.329014e-03 1.200612e-05 Fold01
56 VF VF 9.263946e-01 6.933977e-02 4.253789e-03 1.180854e-05 Fold01
57 VF VF 9.887127e-01 1.102153e-02 2.655891e-04 1.851411e-07 Fold01
58 VF VF 9.707098e-01 2.785877e-02 1.429527e-03 1.951670e-06 Fold01
59 VF VF 9.355224e-01 6.101654e-02 3.453754e-03 7.340268e-06 Fold01
60 VF VF 8.982292e-01 9.129933e-02 1.044626e-02 2.516838e-05 Fold01
61 VF VF 9.908595e-01 8.875058e-03 2.652782e-04 1.450390e-07 Fold01
62 VF VF 9.914449e-01 8.367227e-03 1.878131e-04 7.722762e-08 Fold01
63 VF VF 8.711986e-01 1.026056e-01 2.552014e-02 6.756286e-04 Fold01
64 VF VF 9.758033e-01 2.327581e-02 9.199892e-04 8.851335e-07 Fold01
65 VF VF 5.337455e-01 2.703335e-01 1.807857e-01 1.513533e-02 Fold01
66 VF VF 5.977373e-01 2.730663e-01 1.204233e-01 8.773181e-03 Fold01
67 VF F 3.124458e-01 3.388463e-01 3.068530e-01 4.185484e-02 Fold01
68 VF VF 9.123433e-01 8.108853e-02 6.544284e-03 2.387595e-05 Fold01
69 VF VF 9.159462e-01 7.509021e-02 8.055620e-03 9.079857e-04 Fold01
70 VF VF 9.141032e-01 7.661989e-02 8.321049e-03 9.558380e-04 Fold01
71 VF VF 9.714111e-01 2.684255e-02 1.744117e-03 2.260981e-06 Fold01
72 VF VF 9.816820e-01 1.748758e-02 8.295249e-04 8.487934e-07 Fold01
73 VF VF 9.816855e-01 1.750611e-02 8.075625e-04 8.407729e-07 Fold01
74 VF VF 9.523548e-01 4.447296e-02 3.164154e-03 8.068876e-06 Fold01
75 VF VF 9.721119e-01 2.666614e-02 1.218474e-03 3.508354e-06 Fold01
76 VF VF 9.745002e-01 2.449543e-02 1.002777e-03 1.591891e-06 Fold01
77 VF VF 7.986738e-01 1.774858e-01 2.365189e-02 1.885431e-04 Fold01
78 VF VF 9.885608e-01 1.120334e-02 2.356735e-04 1.522772e-07 Fold01
79 VF VF 9.889737e-01 1.078012e-02 2.460542e-04 1.529213e-07 Fold01
80 VF VF 9.713789e-01 2.745702e-02 1.160417e-03 3.632274e-06 Fold01
81 VF VF 9.753267e-01 2.362954e-02 1.041529e-03 2.191413e-06 Fold01
82 VF VF 9.703061e-01 2.831243e-02 1.376846e-03 4.613122e-06 Fold01
83 VF VF 9.917060e-01 8.057310e-03 2.365507e-04 1.091971e-07 Fold01
84 VF VF 9.424027e-01 5.468923e-02 2.901550e-03 6.549774e-06 Fold01
85 VF VF 8.921387e-01 1.034190e-01 4.433228e-03 9.138659e-06 Fold01
86 VF VF 9.110022e-01 8.566141e-02 3.331579e-03 4.802896e-06 Fold01
87 VF VF 8.538234e-01 1.371248e-01 9.031568e-03 2.019706e-05 Fold01
88 VF VF 9.144959e-01 8.145326e-02 4.047646e-03 3.239909e-06 Fold01
89 VF VF 8.994292e-01 9.702336e-02 3.541015e-03 6.409939e-06 Fold01
90 VF VF 6.351969e-01 3.581087e-01 6.668649e-03 2.581245e-05 Fold01
91 VF VF 8.717157e-01 1.227939e-01 5.471967e-03 1.840272e-05 Fold01
92 VF VF 8.863817e-01 1.091790e-01 4.429300e-03 9.980779e-06 Fold01
93 VF VF 8.859842e-01 1.095496e-01 4.456089e-03 1.010652e-05 Fold01
94 VF VF 9.150898e-01 8.239322e-02 2.513611e-03 3.372488e-06 Fold01
95 VF VF 9.030168e-01 9.319102e-02 3.786256e-03 5.949777e-06 Fold01
96 VF VF 8.862154e-01 1.078361e-01 5.935736e-03 1.275886e-05 Fold01
97 VF VF 8.468075e-01 1.450910e-01 8.070122e-03 3.139134e-05 Fold01
98 VF VF 9.028579e-01 9.387851e-02 3.258046e-03 5.581293e-06 Fold01
99 VF VF 8.494848e-01 1.406018e-01 9.889040e-03 2.435532e-05 Fold01
100 VF VF 8.980186e-01 9.765205e-02 4.321778e-03 7.525800e-06 Fold01
101 VF VF 6.215213e-01 3.707613e-01 7.685053e-03 3.234477e-05 Fold01
102 VF VF 8.845148e-01 1.082052e-01 7.268204e-03 1.182380e-05 Fold01
103 VF VF 8.340881e-01 1.562953e-01 9.589948e-03 2.659680e-05 Fold01
104 VF VF 6.175360e-01 3.749005e-01 7.530447e-03 3.308563e-05 Fold01
105 VF VF 8.400409e-01 1.494389e-01 1.049174e-02 2.843310e-05 Fold01
106 VF VF 8.324296e-01 1.564529e-01 1.108633e-02 3.120914e-05 Fold01
107 VF VF 8.790226e-01 1.144739e-01 6.487872e-03 1.564006e-05 Fold01
108 VF VF 8.429517e-01 1.466936e-01 1.032700e-02 2.778209e-05 Fold01
109 VF VF 6.114596e-01 3.805150e-01 7.988716e-03 3.665608e-05 Fold01
110 VF VF 8.808949e-01 1.132671e-01 5.823290e-03 1.468807e-05 Fold01
111 VF VF 8.993866e-01 9.677692e-02 3.829533e-03 6.986108e-06 Fold01
112 VF VF 8.394917e-01 1.491751e-01 1.130168e-02 3.156773e-05 Fold01
113 VF VF 5.306079e-01 3.738703e-01 8.239941e-02 1.312247e-02 Fold01
114 VF VF 8.875119e-01 1.080252e-01 4.450524e-03 1.238820e-05 Fold01
115 VF VF 8.847947e-01 1.097347e-01 5.458649e-03 1.196155e-05 Fold01
116 VF VF 6.001405e-01 3.897366e-01 1.007204e-02 5.088708e-05 Fold01
117 VF VF 5.917984e-01 3.975205e-01 1.062426e-02 5.685470e-05 Fold01
118 VF VF 8.965044e-01 9.936515e-02 4.122732e-03 7.722178e-06 Fold01
119 VF VF 8.679495e-01 1.239747e-01 8.051185e-03 2.467113e-05 Fold01
120 VF VF 5.817390e-01 4.068520e-01 1.134381e-02 6.512504e-05 Fold01
121 VF VF 5.737648e-01 4.142328e-01 1.193005e-02 7.238104e-05 Fold01
122 VF VF 8.404990e-01 1.496568e-01 9.792677e-03 5.155171e-05 Fold01
123 VF VF 5.676901e-01 4.198411e-01 1.239048e-02 7.828540e-05 Fold01
124 VF VF 5.680875e-01 4.194708e-01 1.236376e-02 7.796300e-05 Fold01
125 VF VF 8.981045e-01 9.741964e-02 4.467601e-03 8.236929e-06 Fold01
126 VF VF 8.845382e-01 1.106182e-01 4.829816e-03 1.377258e-05 Fold01
127 VF VF 7.962954e-01 1.865537e-01 1.707704e-02 7.380697e-05 Fold01
128 VF VF 9.150219e-01 8.186970e-02 3.104184e-03 4.199818e-06 Fold01
129 VF VF 8.609217e-01 1.309869e-01 8.074670e-03 1.676395e-05 Fold01
130 VF VF 9.115107e-01 8.528893e-02 3.195881e-03 4.510884e-06 Fold01
131 VF VF 9.102747e-01 8.641357e-02 3.306981e-03 4.710561e-06 Fold01
132 VF VF 9.002321e-01 9.466994e-02 5.091202e-03 6.807249e-06 Fold01
133 VF VF 9.004551e-01 9.446465e-02 5.073455e-03 6.745023e-06 Fold01
134 VF VF 8.967222e-01 9.756846e-02 5.701562e-03 7.811409e-06 Fold01
135 VF VF 8.591927e-01 1.327091e-01 8.080800e-03 1.743518e-05 Fold01
136 VF VF 9.122513e-01 8.446578e-02 3.278240e-03 4.701450e-06 Fold01
137 VF VF 9.213432e-01 7.709308e-02 1.546999e-03 1.675097e-05 Fold01
138 VF VF 8.493043e-01 1.407255e-01 9.947932e-03 2.229406e-05 Fold01
139 VF VF 9.586919e-01 4.027547e-02 1.031713e-03 9.598498e-07 Fold01
140 VF VF 8.955489e-01 9.334821e-02 1.109101e-02 1.190543e-05 Fold01
141 VF VF 9.662497e-01 3.233910e-02 1.409680e-03 1.510032e-06 Fold01
142 VF VF 9.798559e-01 1.954576e-02 5.980660e-04 2.505611e-07 Fold01
143 VF VF 9.287899e-01 6.621300e-02 4.991993e-03 5.120976e-06 Fold01
144 VF VF 9.661810e-01 3.237346e-02 1.444697e-03 8.581622e-07 Fold01
145 VF VF 9.786443e-01 2.054377e-02 8.110262e-04 8.725714e-07 Fold01
146 VF F 1.187766e-01 7.771076e-01 1.037824e-01 3.333928e-04 Fold01
147 VF F 1.096314e-01 7.856875e-01 1.043047e-01 3.764069e-04 Fold01
148 VF F 1.304592e-01 7.820385e-01 8.725116e-02 2.510808e-04 Fold01
149 VF F 1.185873e-01 7.503935e-01 1.306802e-01 3.390273e-04 Fold01
150 VF VF 8.049013e-01 1.833819e-01 1.170656e-02 1.028389e-05 Fold01
151 VF VF 6.350021e-01 3.112810e-01 5.360323e-02 1.135919e-04 Fold01
152 VF VF 6.318738e-01 3.133561e-01 5.465184e-02 1.182631e-04 Fold01
153 VF VF 7.389381e-01 2.424602e-01 1.856696e-02 3.474295e-05 Fold01
154 VF VF 7.316738e-01 2.492195e-01 1.906803e-02 3.867170e-05 Fold01
155 VF VF 7.275003e-01 2.508938e-01 2.156650e-02 3.939398e-05 Fold01
156 VF VF 7.379694e-01 2.399291e-01 2.208295e-02 1.851327e-05 Fold01
157 VF VF 7.454390e-01 2.322463e-01 2.228534e-02 2.939182e-05 Fold01
158 VF VF 7.222103e-01 2.557280e-01 2.202501e-02 3.667674e-05 Fold01
159 VF VF 7.419233e-01 2.399265e-01 1.812666e-02 2.352907e-05 Fold01
160 VF VF 7.084196e-01 2.661835e-01 2.533445e-02 6.253189e-05 Fold01
161 VF VF 7.726722e-01 2.090576e-01 1.825533e-02 1.487307e-05 Fold01
162 VF VF 7.411961e-01 2.391737e-01 1.960385e-02 2.638083e-05 Fold01
163 VF VF 7.124028e-01 2.565346e-01 3.102221e-02 4.036243e-05 Fold01
164 VF VF 7.192077e-01 2.579253e-01 2.282319e-02 4.377537e-05 Fold01
165 VF VF 7.418596e-01 2.318153e-01 2.629117e-02 3.394051e-05 Fold01
166 VF VF 6.079875e-01 3.464456e-01 4.545964e-02 1.072807e-04 Fold01
167 VF VF 7.392631e-01 2.395576e-01 2.114679e-02 3.245415e-05 Fold01
168 VF VF 7.704830e-01 2.063473e-01 2.315137e-02 1.834767e-05 Fold01
169 VF VF 7.681594e-01 2.166717e-01 1.515070e-02 1.821612e-05 Fold01
170 VF VF 6.903768e-01 2.677582e-01 4.179722e-02 6.776893e-05 Fold01
171 VF VF 7.123066e-01 2.633203e-01 2.432734e-02 4.574183e-05 Fold01
172 VF VF 5.790094e-01 3.656105e-01 5.521148e-02 1.686258e-04 Fold01
173 VF VF 6.836925e-01 2.833857e-01 3.283596e-02 8.583775e-05 Fold01
174 VF VF 6.977413e-01 2.763481e-01 2.587546e-02 3.515187e-05 Fold01
175 VF VF 7.131733e-01 2.590263e-01 2.776507e-02 3.537681e-05 Fold01
176 VF VF 7.268013e-01 2.508101e-01 2.236202e-02 2.659466e-05 Fold01
177 VF F 9.643483e-02 7.878652e-01 1.130202e-01 2.679799e-03 Fold01
178 F F 3.085202e-01 5.743957e-01 1.152658e-01 1.818341e-03 Fold01
179 F L 3.629908e-03 8.967472e-02 2.747283e-01 6.319671e-01 Fold01
180 F VF 8.162113e-01 1.384098e-01 4.487402e-02 5.048867e-04 Fold01
181 F VF 8.054500e-01 1.443777e-01 4.980389e-02 3.683336e-04 Fold01
182 F F 2.425761e-01 4.550394e-01 2.182175e-01 8.416698e-02 Fold01
183 F F 1.799199e-01 4.485544e-01 1.949528e-01 1.765729e-01 Fold01
184 F VF 7.184922e-01 2.430724e-01 3.828628e-02 1.490647e-04 Fold01
185 F VF 7.870749e-01 1.899762e-01 2.291767e-02 3.117119e-05 Fold01
186 F VF 7.924986e-01 1.864006e-01 2.107759e-02 2.318856e-05 Fold01
187 F VF 8.838839e-01 1.090490e-01 7.062073e-03 4.941168e-06 Fold01
188 F F 1.316681e-01 6.202153e-01 2.452239e-01 2.892700e-03 Fold01
189 F F 1.265108e-01 6.096967e-01 2.608381e-01 2.954476e-03 Fold01
190 F M 1.456121e-02 3.262319e-01 5.954977e-01 6.370922e-02 Fold01
191 F F 1.590519e-01 6.312172e-01 2.078950e-01 1.835944e-03 Fold01
192 F F 1.092097e-01 5.990014e-01 2.881367e-01 3.652271e-03 Fold01
193 F M 3.138967e-03 1.425370e-01 5.875186e-01 2.668054e-01 Fold01
194 F F 9.425470e-02 5.827994e-01 3.182536e-01 4.692287e-03 Fold01
195 F F 1.854731e-01 6.403700e-01 1.729089e-01 1.248068e-03 Fold01
196 F F 1.051158e-01 6.099695e-01 2.817733e-01 3.141422e-03 Fold01
197 F F 1.514262e-01 6.238219e-01 2.225621e-01 2.189807e-03 Fold01
198 F F 1.515560e-01 6.264246e-01 2.198439e-01 2.175476e-03 Fold01
199 F F 1.066972e-01 6.181348e-01 2.707183e-01 4.449714e-03 Fold01
200 F F 8.135952e-02 6.016845e-01 3.097005e-01 7.255453e-03 Fold01
201 F F 6.759671e-02 5.726734e-01 3.469888e-01 1.274106e-02 Fold01
202 F F 1.744948e-01 6.318562e-01 1.921652e-01 1.483871e-03 Fold01
203 F M 4.319906e-02 4.659033e-01 4.751903e-01 1.570737e-02 Fold01
204 F VF 5.835503e-01 2.489801e-01 1.272985e-01 4.017110e-02 Fold01
205 F VF 8.712551e-01 1.207056e-01 8.016429e-03 2.277681e-05 Fold01
206 F VF 8.754459e-01 1.174705e-01 7.066784e-03 1.679573e-05 Fold01
207 F VF 8.832072e-01 1.109875e-01 5.791971e-03 1.335235e-05 Fold01
208 F VF 8.674563e-01 1.248704e-01 7.650685e-03 2.262082e-05 Fold01
209 F VF 8.182991e-01 1.681319e-01 1.352264e-02 4.635748e-05 Fold01
210 F VF 8.746294e-01 1.167866e-01 8.565726e-03 1.822287e-05 Fold01
211 F VF 8.317975e-01 1.577410e-01 1.040307e-02 5.841863e-05 Fold01
212 F VF 5.595845e-01 4.291561e-01 1.118578e-02 7.356257e-05 Fold01
213 F VF 5.531884e-01 4.350879e-01 1.164363e-02 8.003413e-05 Fold01
214 F VF 7.879990e-01 1.939855e-01 1.790277e-02 1.128042e-04 Fold01
215 F VF 8.673445e-01 1.266219e-01 6.013753e-03 1.984644e-05 Fold01
216 F VF 8.910100e-01 9.462423e-02 1.431747e-02 4.831503e-05 Fold01
217 F VF 8.264881e-01 1.394620e-01 3.380100e-02 2.489328e-04 Fold01
218 F F 1.222172e-01 5.260073e-01 3.462782e-01 5.497361e-03 Fold01
219 F VF 4.609566e-01 3.313034e-01 1.988226e-01 8.917323e-03 Fold01
220 F VF 8.762492e-01 1.116796e-01 1.204600e-02 2.521629e-05 Fold01
221 F F 1.374266e-01 3.954473e-01 3.753199e-01 9.180629e-02 Fold01
222 F VF 4.450757e-01 2.892204e-01 2.310014e-01 3.470251e-02 Fold01
223 F F 9.929779e-02 7.870347e-01 1.131600e-01 5.074847e-04 Fold01
224 F F 7.948567e-02 7.737098e-01 1.458932e-01 9.113317e-04 Fold01
225 F F 9.076328e-02 7.391177e-01 1.695726e-01 5.464904e-04 Fold01
226 F F 8.762716e-02 7.817623e-01 1.299781e-01 6.324745e-04 Fold01
227 F F 1.221888e-01 7.542483e-01 1.233339e-01 2.289787e-04 Fold01
228 F F 1.092334e-01 7.787982e-01 1.115848e-01 3.836295e-04 Fold01
229 F F 1.016567e-01 7.833472e-01 1.145654e-01 4.306604e-04 Fold01
230 F F 6.481820e-02 7.547046e-01 1.795216e-01 9.556250e-04 Fold01
231 F F 4.099488e-02 7.390468e-01 2.114576e-01 8.500737e-03 Fold01
232 F F 7.790251e-02 7.128219e-01 2.086333e-01 6.422048e-04 Fold01
233 F F 6.050997e-02 7.566477e-01 1.817530e-01 1.089333e-03 Fold01
234 F F 1.061616e-01 7.776771e-01 1.157066e-01 4.546342e-04 Fold01
235 F F 1.049795e-01 7.788066e-01 1.157522e-01 4.618084e-04 Fold01
236 F F 8.347306e-02 7.797370e-01 1.361209e-01 6.690213e-04 Fold01
237 F F 1.109299e-01 7.482205e-01 1.404773e-01 3.722136e-04 Fold01
238 F F 8.548400e-02 7.173201e-01 1.963948e-01 8.010348e-04 Fold01
239 F F 9.210791e-02 8.235494e-01 7.913478e-02 5.207895e-03 Fold01
240 F F 6.025764e-02 7.622342e-01 1.754322e-01 2.076004e-03 Fold01
241 F F 8.993485e-02 7.874067e-01 1.218853e-01 7.730759e-04 Fold01
242 F F 1.224717e-01 8.203716e-01 5.499967e-02 2.156998e-03 Fold01
243 F F 1.077506e-01 7.769704e-01 1.149425e-01 3.365003e-04 Fold01
244 F F 1.139636e-01 7.919489e-01 9.378241e-02 3.051207e-04 Fold01
245 F F 1.198684e-01 7.805807e-01 9.924446e-02 3.064149e-04 Fold01
246 F VF 7.392725e-01 2.423529e-01 1.833872e-02 3.594056e-05 Fold01
247 F VF 8.329427e-01 1.588675e-01 8.185231e-03 4.556007e-06 Fold01
248 F VF 7.410474e-01 2.304667e-01 2.845997e-02 2.585193e-05 Fold01
249 F F 4.301165e-01 4.701842e-01 9.325885e-02 6.440513e-03 Fold01
250 F F 4.323225e-01 4.691488e-01 9.224870e-02 6.280041e-03 Fold01
251 F F 4.302306e-01 4.701662e-01 9.318210e-02 6.421094e-03 Fold01
252 F VF 6.814849e-01 2.844926e-01 3.394474e-02 7.779644e-05 Fold01
253 F F 3.830151e-01 4.541171e-01 1.534624e-01 9.405432e-03 Fold01
254 F F 3.034164e-01 4.998574e-01 1.795911e-01 1.713518e-02 Fold01
255 F VF 6.972304e-01 2.702410e-01 3.247484e-02 5.377830e-05 Fold01
256 F VF 6.471921e-01 3.147512e-01 3.791467e-02 1.420286e-04 Fold01
257 F VF 6.353334e-01 3.256375e-01 3.887164e-02 1.575544e-04 Fold01
258 F VF 5.979454e-01 3.548225e-01 4.702182e-02 2.102580e-04 Fold01
259 F VF 6.665615e-01 3.029924e-01 3.040042e-02 4.567723e-05 Fold01
260 F VF 5.943269e-01 3.481596e-01 5.732233e-02 1.910942e-04 Fold01
261 F F 7.759463e-02 7.482968e-01 1.692793e-01 4.829242e-03 Fold01
262 F F 7.869524e-02 7.888136e-01 1.275408e-01 4.950419e-03 Fold01
263 F F 6.928254e-02 7.320389e-01 1.921349e-01 6.543636e-03 Fold01
264 F F 6.977566e-02 7.347491e-01 1.889911e-01 6.484129e-03 Fold01
265 F F 6.978968e-02 7.325013e-01 1.911785e-01 6.530551e-03 Fold01
266 F F 1.165881e-02 4.198061e-01 1.863739e-01 3.821611e-01 Fold01
267 F F 1.179715e-02 4.224329e-01 1.866518e-01 3.791182e-01 Fold01
268 F F 6.879429e-02 7.335038e-01 1.910055e-01 6.696364e-03 Fold01
269 F F 3.922435e-02 7.348875e-01 1.862365e-01 3.965173e-02 Fold01
270 F F 6.336183e-02 7.717532e-01 1.563192e-01 8.565765e-03 Fold01
271 F F 6.358290e-02 7.799444e-01 1.483085e-01 8.164159e-03 Fold01
272 F F 7.616875e-02 7.848653e-01 1.335304e-01 5.435470e-03 Fold01
273 F F 6.758068e-02 7.285866e-01 1.968608e-01 6.971862e-03 Fold01
274 F F 6.678626e-02 7.300235e-01 1.960342e-01 7.156119e-03 Fold01
275 F F 9.341467e-02 7.597267e-01 1.435434e-01 3.315189e-03 Fold01
276 F F 6.065368e-02 7.718283e-01 1.581569e-01 9.361049e-03 Fold01
277 F F 6.003814e-02 7.657586e-01 1.644387e-01 9.764570e-03 Fold01
278 F F 2.474163e-02 6.413660e-01 2.278819e-01 1.060104e-01 Fold01
279 F F 1.585978e-02 5.379014e-01 3.480197e-01 9.821916e-02 Fold01
280 F F 7.277590e-02 7.835962e-01 1.375826e-01 6.045321e-03 Fold01
281 F F 4.199578e-02 7.310529e-01 2.122579e-01 1.469349e-02 Fold01
282 F F 4.763636e-02 7.584089e-01 1.751642e-01 1.879050e-02 Fold01
283 F F 7.644313e-02 7.928165e-01 1.241020e-01 6.638411e-03 Fold01
284 F F 9.255571e-02 7.518003e-01 1.520139e-01 3.630120e-03 Fold01
285 F F 3.599022e-02 7.116566e-01 2.165581e-01 3.579506e-02 Fold01
286 M F 3.656146e-01 5.590954e-01 7.413402e-02 1.156016e-03 Fold01
287 M VF 5.046640e-01 2.059424e-01 2.784793e-01 1.091432e-02 Fold01
288 M M 2.557471e-01 1.845101e-01 4.788544e-01 8.088831e-02 Fold01
289 M M 9.554212e-02 1.441559e-01 5.819675e-01 1.783344e-01 Fold01
290 M M 1.048358e-01 1.434331e-01 5.806475e-01 1.710836e-01 Fold01
291 M F 3.411136e-01 5.263217e-01 1.303257e-01 2.239069e-03 Fold01
292 M VF 4.395510e-01 4.173478e-01 1.409447e-01 2.156456e-03 Fold01
293 M F 1.903181e-01 6.431888e-01 1.656219e-01 8.712275e-04 Fold01
294 M L 2.324416e-04 2.496363e-02 3.128318e-01 6.619722e-01 Fold01
295 M L 1.035633e-04 1.678893e-02 2.191687e-01 7.639388e-01 Fold01
296 M VF 7.472499e-01 2.260186e-01 2.644872e-02 2.828239e-04 Fold01
297 M L 2.836057e-03 1.726291e-02 2.014179e-02 9.597593e-01 Fold01
298 M F 7.382566e-02 7.554666e-01 1.700694e-01 6.383945e-04 Fold01
299 M M 1.087517e-02 4.594597e-01 4.745927e-01 5.507241e-02 Fold01
300 M F 5.319387e-02 7.528510e-01 1.927023e-01 1.252863e-03 Fold01
301 M F 9.919670e-03 5.064792e-01 3.540276e-01 1.295734e-01 Fold01
302 M F 1.360221e-02 5.446233e-01 2.978724e-01 1.439022e-01 Fold01
303 M F 8.337477e-02 7.314479e-01 1.843469e-01 8.304285e-04 Fold01
304 M F 8.005903e-02 7.716926e-01 1.474005e-01 8.478554e-04 Fold01
305 M F 5.844718e-02 7.613169e-01 1.780749e-01 2.160968e-03 Fold01
306 M F 7.676709e-02 7.697531e-01 1.525668e-01 9.129818e-04 Fold01
307 M F 7.079268e-02 7.623972e-01 1.657485e-01 1.061655e-03 Fold01
308 M F 4.934766e-02 7.448912e-01 2.045572e-01 1.204006e-03 Fold01
309 M VF 6.832505e-01 2.598014e-01 5.690574e-02 4.234545e-05 Fold01
310 M F 3.200191e-01 5.064819e-01 1.548760e-01 1.862297e-02 Fold01
311 M F 2.111733e-01 4.941866e-01 2.828528e-01 1.178732e-02 Fold01
312 M L 1.570983e-03 1.718572e-02 3.021684e-02 9.510265e-01 Fold01
313 M VF 7.153636e-01 2.528645e-01 3.173166e-02 4.028389e-05 Fold01
314 M M 2.347342e-02 2.255326e-01 5.576506e-01 1.933433e-01 Fold01
315 M VF 5.519460e-01 3.857331e-01 6.210817e-02 2.127387e-04 Fold01
316 M VF 4.699252e-01 4.253436e-01 1.043000e-01 4.313003e-04 Fold01
317 M VF 5.838790e-01 3.439192e-01 7.196280e-02 2.390813e-04 Fold01
318 M F 4.874664e-02 7.658500e-01 1.759823e-01 9.421111e-03 Fold01
319 M F 4.825635e-02 7.513312e-01 1.902829e-01 1.012964e-02 Fold01
320 M F 1.923061e-02 5.966262e-01 2.890027e-01 9.514040e-02 Fold01
321 M F 3.699025e-02 7.021783e-01 2.143871e-01 4.644432e-02 Fold01
322 M F 2.126716e-02 6.014982e-01 2.717149e-01 1.055197e-01 Fold01
323 M F 3.681704e-02 7.030506e-01 2.124787e-01 4.765367e-02 Fold01
324 M F 3.926112e-02 7.267427e-01 2.178923e-01 1.610396e-02 Fold01
325 M F 3.369507e-02 7.037111e-01 2.344293e-01 2.816456e-02 Fold01
326 M F 2.868885e-02 6.424514e-01 2.988210e-01 3.003871e-02 Fold01
327 L L 7.846397e-04 4.045227e-02 1.782932e-01 7.804699e-01 Fold01
328 L L 1.285633e-03 5.211588e-02 2.229619e-01 7.236366e-01 Fold01
329 L M 7.234951e-03 5.150661e-02 5.271950e-01 4.140634e-01 Fold01
330 L L 5.999027e-03 4.912893e-02 3.981381e-01 5.467339e-01 Fold01
331 L M 1.970209e-02 8.066688e-02 5.678960e-01 3.317350e-01 Fold01
332 L M 4.961505e-03 4.301445e-02 4.958910e-01 4.561330e-01 Fold01
333 L L 3.648615e-03 3.803177e-02 3.633666e-01 5.949531e-01 Fold01
334 L F 7.910197e-02 5.809876e-01 3.348174e-01 5.093085e-03 Fold01
335 L L 1.976828e-04 2.281506e-02 3.065967e-01 6.703905e-01 Fold01
336 L F 5.946487e-02 5.421973e-01 3.897932e-01 8.544651e-03 Fold01
337 L VF 6.122185e-01 3.218876e-01 6.483275e-02 1.061143e-03 Fold01
338 L L 8.204597e-16 2.131698e-11 3.001437e-07 9.999997e-01 Fold01
339 L F 2.997362e-01 4.165304e-01 2.601360e-01 2.359742e-02 Fold01
340 L F 2.619184e-02 6.451174e-01 3.224154e-01 6.275384e-03 Fold01
341 L F 5.340559e-02 7.462599e-01 1.975554e-01 2.779066e-03 Fold01
342 L L 3.207882e-03 2.488212e-01 3.371387e-01 4.108322e-01 Fold01
343 L L 1.379048e-06 4.330500e-04 1.394348e-03 9.981712e-01 Fold01
344 L L 1.381118e-06 4.332419e-04 1.395443e-03 9.981699e-01 Fold01
345 L F 2.629506e-02 6.768979e-01 2.404450e-01 5.636200e-02 Fold01
346 L F 2.604416e-02 6.754036e-01 2.413222e-01 5.723005e-02 Fold01
347 L L 6.960036e-08 5.436411e-05 3.210546e-04 9.996245e-01 Fold01
348 VF VF 9.412219e-01 5.435180e-02 4.413963e-03 1.229696e-05 Fold02
349 VF VF 9.482549e-01 4.826368e-02 3.473475e-03 7.924652e-06 Fold02
350 VF VF 9.581118e-01 3.952440e-02 2.360657e-03 3.096142e-06 Fold02
351 VF VF 9.095277e-01 7.808625e-02 1.230020e-02 8.587749e-05 Fold02
352 VF VF 8.914812e-01 8.601302e-02 2.239651e-02 1.092957e-04 Fold02
353 VF VF 9.109269e-01 7.371181e-02 1.531922e-02 4.204513e-05 Fold02
354 VF VF 9.604986e-01 3.598692e-02 3.510844e-03 3.661911e-06 Fold02
355 VF VF 9.543906e-01 3.883720e-02 6.767580e-03 4.584495e-06 Fold02
356 VF VF 9.828308e-01 1.634729e-02 8.207968e-04 1.091500e-06 Fold02
357 VF VF 9.858069e-01 1.358387e-02 6.083039e-04 9.110665e-07 Fold02
358 VF VF 9.850278e-01 1.403103e-02 9.402040e-04 9.969921e-07 Fold02
359 VF VF 9.845470e-01 1.448080e-02 9.713373e-04 8.669615e-07 Fold02
360 VF VF 9.885874e-01 1.100112e-02 4.111571e-04 3.696151e-07 Fold02
361 VF VF 9.885936e-01 1.098762e-02 4.184856e-04 2.750856e-07 Fold02
362 VF VF 9.816863e-01 1.736159e-02 9.504412e-04 1.693428e-06 Fold02
363 VF VF 9.822054e-01 1.686104e-02 9.316683e-04 1.893113e-06 Fold02
364 VF VF 9.884880e-01 1.109655e-02 4.150801e-04 3.641179e-07 Fold02
365 VF VF 9.775021e-01 2.134114e-02 1.153370e-03 3.394507e-06 Fold02
366 VF VF 9.726112e-01 2.502926e-02 2.352862e-03 6.720409e-06 Fold02
367 VF VF 9.805811e-01 1.819343e-02 1.223488e-03 2.016982e-06 Fold02
368 VF VF 9.801749e-01 1.857453e-02 1.248723e-03 1.884647e-06 Fold02
369 VF VF 9.729258e-01 2.544547e-02 1.621842e-03 6.850999e-06 Fold02
370 VF VF 9.706357e-01 2.738039e-02 1.973417e-03 1.052861e-05 Fold02
371 VF VF 9.814356e-01 1.777971e-02 7.830491e-04 1.668492e-06 Fold02
372 VF VF 9.244614e-01 6.351502e-02 1.063448e-02 1.389127e-03 Fold02
373 VF VF 9.886241e-01 1.094139e-02 4.339418e-04 5.656572e-07 Fold02
374 VF VF 9.668749e-01 3.021923e-02 2.892037e-03 1.379920e-05 Fold02
375 VF VF 9.791999e-01 1.943186e-02 1.366067e-03 2.203352e-06 Fold02
376 VF VF 9.830276e-01 1.628674e-02 6.841259e-04 1.575653e-06 Fold02
377 VF VF 7.014406e-01 2.713657e-01 2.709992e-02 9.376695e-05 Fold02
378 VF VF 6.369721e-01 3.257907e-01 3.702708e-02 2.101082e-04 Fold02
379 VF VF 6.322773e-01 3.369105e-01 3.056442e-02 2.476871e-04 Fold02
380 VF VF 6.203508e-01 3.319245e-01 4.746032e-02 2.643606e-04 Fold02
381 VF VF 7.151039e-01 2.631021e-01 2.171415e-02 7.981983e-05 Fold02
382 VF VF 6.191431e-01 3.238063e-01 5.678272e-02 2.678440e-04 Fold02
383 VF VF 5.627792e-01 3.864002e-01 5.002291e-02 7.976363e-04 Fold02
384 VF VF 6.605081e-01 3.080120e-01 3.127552e-02 2.044106e-04 Fold02
385 VF VF 7.276204e-01 2.515287e-01 2.076431e-02 8.663783e-05 Fold02
386 VF VF 6.633374e-01 3.057436e-01 3.072903e-02 1.900385e-04 Fold02
387 VF VF 7.439829e-01 2.218717e-01 3.405797e-02 8.743769e-05 Fold02
388 VF VF 8.212639e-01 1.640595e-01 1.465166e-02 2.499219e-05 Fold02
389 VF VF 8.873386e-01 1.058930e-01 6.761658e-03 6.718742e-06 Fold02
390 VF VF 8.266728e-01 1.581429e-01 1.514921e-02 3.500786e-05 Fold02
391 VF VF 8.565567e-01 1.347502e-01 8.673446e-03 1.969678e-05 Fold02
392 VF VF 8.942613e-01 9.976400e-02 5.968923e-03 5.776085e-06 Fold02
393 VF F 1.319817e-01 6.532315e-01 2.124915e-01 2.295341e-03 Fold02
394 VF F 1.578868e-01 6.487568e-01 1.909684e-01 2.388031e-03 Fold02
395 VF F 1.120367e-01 6.140491e-01 2.701824e-01 3.731767e-03 Fold02
396 VF VF 9.623908e-01 3.551062e-02 2.093784e-03 4.810624e-06 Fold02
397 VF VF 9.935280e-01 6.349190e-03 1.227248e-04 4.955180e-08 Fold02
398 VF VF 9.899627e-01 9.796279e-03 2.408796e-04 1.477022e-07 Fold02
399 VF VF 9.881459e-01 1.145432e-02 3.996262e-04 1.284713e-07 Fold02
400 VF VF 9.907346e-01 9.065933e-03 1.993730e-04 1.021842e-07 Fold02
401 VF VF 9.640417e-01 3.456528e-02 1.391007e-03 2.033527e-06 Fold02
402 VF VF 9.348205e-01 5.506303e-02 1.005462e-02 6.184648e-05 Fold02
403 VF VF 9.556890e-01 4.225700e-02 2.048080e-03 5.968322e-06 Fold02
404 VF VF 9.931306e-01 6.737728e-03 1.316406e-04 4.927377e-08 Fold02
405 VF VF 9.590621e-01 3.903457e-02 1.897683e-03 5.607987e-06 Fold02
406 VF VF 9.825806e-01 1.683898e-02 5.797981e-04 6.387659e-07 Fold02
407 VF VF 9.623393e-01 3.549000e-02 2.166718e-03 3.948187e-06 Fold02
408 VF VF 9.491463e-01 4.847133e-02 2.376224e-03 6.166182e-06 Fold02
409 VF VF 9.924491e-01 7.331232e-03 2.196052e-04 6.728706e-08 Fold02
410 VF VF 9.472081e-01 5.022245e-02 2.561338e-03 8.074188e-06 Fold02
411 VF VF 9.500427e-01 4.735223e-02 2.596009e-03 9.028863e-06 Fold02
412 VF VF 9.790948e-01 2.009903e-02 8.050499e-04 1.131054e-06 Fold02
413 VF VF 9.788184e-01 2.032442e-02 8.555545e-04 1.613734e-06 Fold02
414 VF VF 9.894083e-01 1.015608e-02 4.354148e-04 2.403840e-07 Fold02
415 VF VF 9.774361e-01 2.156228e-02 1.000656e-03 9.436831e-07 Fold02
416 VF VF 9.841789e-01 1.535520e-02 4.654007e-04 5.013316e-07 Fold02
417 VF VF 9.799535e-01 1.947840e-02 5.670985e-04 9.906829e-07 Fold02
418 VF VF 9.132297e-01 7.880853e-02 7.855828e-03 1.059837e-04 Fold02
419 VF VF 9.798805e-01 1.953308e-02 5.858438e-04 5.383499e-07 Fold02
420 VF VF 9.721206e-01 2.652469e-02 1.349283e-03 5.415316e-06 Fold02
421 VF VF 8.869423e-01 1.068298e-01 6.216196e-03 1.168894e-05 Fold02
422 VF VF 8.655679e-01 1.259751e-01 8.431411e-03 2.562060e-05 Fold02
423 VF VF 8.949100e-01 1.002857e-01 4.791267e-03 1.304236e-05 Fold02
424 VF VF 9.179435e-01 7.810563e-02 3.947459e-03 3.452704e-06 Fold02
425 VF VF 6.713405e-01 3.228358e-01 5.806723e-03 1.697331e-05 Fold02
426 VF VF 8.681524e-01 1.234825e-01 8.337278e-03 2.778107e-05 Fold02
427 VF VF 6.727988e-01 3.216458e-01 5.544556e-03 1.076954e-05 Fold02
428 VF VF 8.744381e-01 1.203201e-01 5.219914e-03 2.193793e-05 Fold02
429 VF VF 9.148481e-01 8.201837e-02 3.128398e-03 5.180481e-06 Fold02
430 VF VF 8.598002e-01 1.376134e-01 2.549184e-03 3.720961e-05 Fold02
431 VF VF 9.133000e-01 8.342110e-02 3.271903e-03 7.007512e-06 Fold02
432 VF VF 8.672375e-01 1.241379e-01 8.593192e-03 3.137136e-05 Fold02
433 VF VF 8.917659e-01 1.033957e-01 4.825536e-03 1.285237e-05 Fold02
434 VF VF 9.176491e-01 7.830028e-02 4.047207e-03 3.382761e-06 Fold02
435 VF VF 8.885116e-01 1.064167e-01 5.058754e-03 1.303120e-05 Fold02
436 VF VF 8.561191e-01 1.337242e-01 1.012019e-02 3.653272e-05 Fold02
437 VF VF 8.979300e-01 9.603680e-02 6.023683e-03 9.522402e-06 Fold02
438 VF VF 9.059634e-01 9.036612e-02 3.664604e-03 5.857743e-06 Fold02
439 VF VF 9.026699e-01 9.336250e-02 3.958805e-03 8.783136e-06 Fold02
440 VF VF 9.011111e-01 9.300817e-02 5.870732e-03 1.004196e-05 Fold02
441 VF VF 9.088555e-01 8.747825e-02 3.657275e-03 8.978887e-06 Fold02
442 VF VF 6.399458e-01 3.523235e-01 7.689636e-03 4.107191e-05 Fold02
443 VF VF 8.722396e-01 1.221261e-01 5.606501e-03 2.775968e-05 Fold02
444 VF VF 8.658305e-01 1.280394e-01 6.094239e-03 3.586795e-05 Fold02
445 VF VF 9.109901e-01 8.542539e-02 3.576151e-03 8.379436e-06 Fold02
446 VF VF 8.677419e-01 1.296362e-01 2.561238e-03 6.065251e-05 Fold02
447 VF VF 6.366535e-01 3.554292e-01 7.874250e-03 4.305485e-05 Fold02
448 VF VF 9.135297e-01 8.301764e-02 3.444346e-03 8.288715e-06 Fold02
449 VF VF 8.852686e-01 1.091012e-01 5.610555e-03 1.965348e-05 Fold02
450 VF VF 8.759383e-01 1.178098e-01 6.231620e-03 2.025520e-05 Fold02
451 VF VF 9.039180e-01 9.201638e-02 4.055159e-03 1.041931e-05 Fold02
452 VF VF 8.750187e-01 1.193526e-01 5.606590e-03 2.203195e-05 Fold02
453 VF VF 8.774378e-01 1.158965e-01 6.641870e-03 2.378966e-05 Fold02
454 VF VF 8.384292e-01 1.493110e-01 1.220381e-02 5.606950e-05 Fold02
455 VF VF 8.568954e-01 1.360430e-01 7.016126e-03 4.548441e-05 Fold02
456 VF VF 8.908956e-01 1.019468e-01 7.143038e-03 1.458013e-05 Fold02
457 VF VF 6.123497e-01 3.782664e-01 9.323538e-03 6.032761e-05 Fold02
458 VF VF 5.533978e-01 3.475408e-01 7.824624e-02 2.081507e-02 Fold02
459 VF VF 8.997931e-01 9.613297e-02 4.065071e-03 8.845146e-06 Fold02
460 VF VF 6.516807e-01 2.868333e-01 5.567374e-02 5.812239e-03 Fold02
461 VF VF 5.978975e-01 3.923591e-01 9.692574e-03 5.085671e-05 Fold02
462 VF VF 8.969996e-01 9.871829e-02 4.272277e-03 9.829512e-06 Fold02
463 VF VF 5.811334e-01 4.079691e-01 1.083375e-02 6.379053e-05 Fold02
464 VF VF 8.657865e-01 1.263913e-01 7.786435e-03 3.579123e-05 Fold02
465 VF VF 5.875310e-01 4.013740e-01 1.101067e-02 8.428505e-05 Fold02
466 VF VF 5.859721e-01 4.028244e-01 1.111751e-02 8.597736e-05 Fold02
467 VF VF 5.841853e-01 4.043794e-01 1.134229e-02 9.304117e-05 Fold02
468 VF VF 5.793755e-01 4.089237e-01 1.160700e-02 9.375931e-05 Fold02
469 VF VF 8.349337e-01 1.555209e-01 9.475753e-03 6.957572e-05 Fold02
470 VF VF 8.652677e-01 1.237528e-01 1.094377e-02 3.567355e-05 Fold02
471 VF VF 8.938884e-01 1.015392e-01 4.559910e-03 1.252024e-05 Fold02
472 VF VF 9.227006e-01 7.457426e-02 2.719913e-03 5.239942e-06 Fold02
473 VF VF 9.098991e-01 8.523642e-02 4.857212e-03 7.252739e-06 Fold02
474 VF VF 8.597071e-01 1.314605e-01 8.808218e-03 2.422368e-05 Fold02
475 VF VF 8.802138e-01 1.148186e-01 4.941526e-03 2.611767e-05 Fold02
476 VF VF 8.748615e-01 1.178193e-01 7.299947e-03 1.926647e-05 Fold02
477 VF VF 8.762783e-01 1.165069e-01 7.195688e-03 1.912051e-05 Fold02
478 VF VF 8.366678e-01 1.523969e-01 1.090046e-02 3.477376e-05 Fold02
479 VF VF 8.619630e-01 1.293888e-01 8.624808e-03 2.339865e-05 Fold02
480 VF VF 9.206736e-01 7.646214e-02 2.858676e-03 5.633997e-06 Fold02
481 VF VF 8.640669e-01 1.274155e-01 8.494637e-03 2.292996e-05 Fold02
482 VF VF 9.120775e-01 8.454403e-02 3.371626e-03 6.877527e-06 Fold02
483 VF VF 8.638588e-01 1.275796e-01 8.538173e-03 2.335009e-05 Fold02
484 VF VF 9.646843e-01 3.406696e-02 1.247917e-03 8.381428e-07 Fold02
485 VF VF 9.577756e-01 4.059647e-02 1.626338e-03 1.575429e-06 Fold02
486 VF VF 9.014167e-01 9.132900e-02 7.229224e-03 2.512618e-05 Fold02
487 VF VF 9.410553e-01 5.632757e-02 2.613679e-03 3.502706e-06 Fold02
488 VF VF 9.613750e-01 3.717781e-02 1.446094e-03 1.091766e-06 Fold02
489 VF VF 9.461803e-01 5.067612e-02 3.140445e-03 3.180952e-06 Fold02
490 VF VF 9.676560e-01 3.126576e-02 1.077432e-03 7.787704e-07 Fold02
491 VF VF 9.721129e-01 2.702262e-02 8.640418e-04 4.494552e-07 Fold02
492 VF VF 9.772282e-01 2.217017e-02 6.014444e-04 2.282313e-07 Fold02
493 VF VF 9.738293e-01 2.485784e-02 1.312342e-03 5.555556e-07 Fold02
494 VF VF 8.854273e-01 1.044543e-01 1.009270e-02 2.568889e-05 Fold02
495 VF VF 9.735859e-01 2.502162e-02 1.391760e-03 7.012472e-07 Fold02
496 VF VF 9.225397e-01 7.314578e-02 4.298455e-03 1.605168e-05 Fold02
497 VF F 9.891665e-02 7.923023e-01 1.083374e-01 4.436428e-04 Fold02
498 VF F 9.615077e-02 7.944174e-01 1.090301e-01 4.017447e-04 Fold02
499 VF F 9.071409e-02 7.652603e-01 1.436731e-01 3.524666e-04 Fold02
500 VF F 9.362804e-02 7.940470e-01 1.118918e-01 4.331388e-04 Fold02
501 VF F 1.077593e-01 7.541877e-01 1.376739e-01 3.790530e-04 Fold02
502 VF VF 7.966944e-01 1.866678e-01 1.662655e-02 1.127912e-05 Fold02
503 VF VF 8.052172e-01 1.787577e-01 1.601725e-02 7.862689e-06 Fold02
504 VF F 3.808753e-01 5.974494e-01 2.163396e-02 4.135462e-05 Fold02
505 VF VF 8.075835e-01 1.773012e-01 1.510052e-02 1.479613e-05 Fold02
506 VF VF 6.050811e-01 3.390456e-01 5.573077e-02 1.425297e-04 Fold02
507 VF VF 7.933887e-01 1.872798e-01 1.931592e-02 1.564763e-05 Fold02
508 VF VF 6.966068e-01 2.778978e-01 2.544573e-02 4.966381e-05 Fold02
509 VF VF 5.870442e-01 3.462513e-01 6.647342e-02 2.310908e-04 Fold02
510 VF VF 6.814658e-01 2.812545e-01 3.720395e-02 7.575593e-05 Fold02
511 VF VF 7.194497e-01 2.612959e-01 1.920661e-02 4.783959e-05 Fold02
512 VF VF 6.385601e-01 3.127748e-01 4.853846e-02 1.266552e-04 Fold02
513 VF VF 6.778155e-01 2.896317e-01 3.249082e-02 6.199087e-05 Fold02
514 VF VF 6.578773e-01 3.092501e-01 3.273109e-02 1.414856e-04 Fold02
515 VF VF 7.778379e-01 2.068688e-01 1.527608e-02 1.729233e-05 Fold02
516 VF VF 6.669539e-01 2.972571e-01 3.570671e-02 8.229915e-05 Fold02
517 VF VF 7.440361e-01 2.317735e-01 2.414695e-02 4.342562e-05 Fold02
518 VF VF 5.876107e-01 3.464737e-01 6.566927e-02 2.462677e-04 Fold02
519 VF VF 5.788706e-01 3.515087e-01 6.934658e-02 2.741279e-04 Fold02
520 VF VF 8.063869e-01 1.765658e-01 1.703379e-02 1.347681e-05 Fold02
521 VF VF 8.087230e-01 1.794730e-01 1.179160e-02 1.241174e-05 Fold02
522 VF VF 8.028081e-01 1.797376e-01 1.744134e-02 1.291490e-05 Fold02
523 VF F 9.088469e-02 7.500595e-01 1.567474e-01 2.308367e-03 Fold02
524 VF F 8.879143e-02 7.480867e-01 1.593707e-01 3.751221e-03 Fold02
525 F F 4.064392e-01 5.192439e-01 7.300694e-02 1.309958e-03 Fold02
526 F VF 6.236294e-01 3.438814e-01 3.217634e-02 3.128020e-04 Fold02
527 F VF 7.207876e-01 2.569065e-01 2.219231e-02 1.135647e-04 Fold02
528 F F 3.959107e-01 4.820750e-01 1.189352e-01 3.079148e-03 Fold02
529 F VF 7.656745e-01 1.957957e-01 3.846919e-02 6.061340e-05 Fold02
530 F VF 8.341053e-01 1.488405e-01 1.703052e-02 2.362207e-05 Fold02
531 F VF 8.504958e-01 1.379948e-01 1.148853e-02 2.088447e-05 Fold02
532 F M 2.264767e-02 1.286831e-01 5.025028e-01 3.461664e-01 Fold02
533 F VF 7.560049e-01 2.141113e-01 2.977884e-02 1.049495e-04 Fold02
534 F VF 8.951685e-01 9.893494e-02 5.890789e-03 5.806999e-06 Fold02
535 F F 1.406516e-01 6.517979e-01 2.051326e-01 2.417945e-03 Fold02
536 F F 1.798838e-01 6.321490e-01 1.859631e-01 2.004085e-03 Fold02
537 F F 1.342906e-01 5.977997e-01 2.655968e-01 2.312893e-03 Fold02
538 F F 1.356226e-01 5.965868e-01 2.653479e-01 2.442699e-03 Fold02
539 F F 1.222717e-01 6.295693e-01 2.444526e-01 3.706433e-03 Fold02
540 F F 1.005331e-01 6.671408e-01 2.269418e-01 5.384362e-03 Fold02
541 F F 1.176856e-01 6.377132e-01 2.402652e-01 4.335941e-03 Fold02
542 F F 8.373046e-02 5.910335e-01 3.189586e-01 6.277438e-03 Fold02
543 F F 1.146523e-01 6.434949e-01 2.380388e-01 3.813946e-03 Fold02
544 F F 1.090444e-01 5.967802e-01 2.901686e-01 4.006822e-03 Fold02
545 F F 1.488714e-01 6.533644e-01 1.956426e-01 2.121612e-03 Fold02
546 F F 1.908803e-01 6.467016e-01 1.611782e-01 1.239797e-03 Fold02
547 F F 5.784697e-02 5.362481e-01 3.939492e-01 1.195568e-02 Fold02
548 F F 7.166662e-02 6.151653e-01 2.982563e-01 1.491182e-02 Fold02
549 F F 1.657426e-01 3.991192e-01 3.225297e-01 1.126085e-01 Fold02
550 F VF 7.258770e-01 2.362982e-01 3.739437e-02 4.304325e-04 Fold02
551 F VF 8.005867e-01 1.820171e-01 1.731205e-02 8.411125e-05 Fold02
552 F VF 8.767429e-01 1.154079e-01 7.832883e-03 1.635613e-05 Fold02
553 F VF 8.327172e-01 1.502375e-01 1.699956e-02 4.574769e-05 Fold02
554 F VF 8.453146e-01 1.436240e-01 1.101829e-02 4.314354e-05 Fold02
555 F VF 8.624319e-01 1.238483e-01 1.369450e-02 2.521888e-05 Fold02
556 F VF 3.992397e-01 3.917702e-01 1.957093e-01 1.328071e-02 Fold02
557 F L 3.127208e-03 1.294986e-02 1.202146e-02 9.719015e-01 Fold02
558 F VF 8.872386e-01 1.052646e-01 7.480712e-03 1.602307e-05 Fold02
559 F L 1.120897e-02 3.230391e-02 2.087358e-02 9.356135e-01 Fold02
560 F L 8.762418e-03 2.956494e-02 2.954238e-02 9.321303e-01 Fold02
561 F L 1.093375e-02 3.138264e-02 2.031907e-02 9.373645e-01 Fold02
562 F L 1.043267e-02 3.038563e-02 1.995677e-02 9.392249e-01 Fold02
563 F VF 5.746233e-01 4.140088e-01 1.129850e-02 6.941587e-05 Fold02
564 F VF 5.620471e-01 4.256348e-01 1.223649e-02 8.157160e-05 Fold02
565 F VF 8.610198e-01 1.276057e-01 1.134059e-02 3.400389e-05 Fold02
566 F VF 5.381490e-01 4.475273e-01 1.421287e-02 1.108366e-04 Fold02
567 F VF 5.111945e-01 4.719165e-01 1.673382e-02 1.551305e-04 Fold02
568 F VF 7.699202e-01 2.001013e-01 2.970838e-02 2.701353e-04 Fold02
569 F VF 7.948845e-01 1.866775e-01 1.826235e-02 1.756498e-04 Fold02
570 F VF 9.795826e-01 1.874203e-02 1.671375e-03 3.992563e-06 Fold02
571 F VF 7.874256e-01 1.915075e-01 2.099317e-02 7.374726e-05 Fold02
572 F VF 7.769866e-01 1.907255e-01 3.205191e-02 2.359688e-04 Fold02
573 F F 8.942033e-02 7.909088e-01 1.190577e-01 6.131789e-04 Fold02
574 F F 7.474766e-02 8.101168e-01 1.143002e-01 8.353492e-04 Fold02
575 F F 8.114063e-02 7.922197e-01 1.259186e-01 7.211102e-04 Fold02
576 F F 9.173913e-02 7.956632e-01 1.121554e-01 4.422693e-04 Fold02
577 F F 1.062660e-01 7.889385e-01 1.044723e-01 3.232096e-04 Fold02
578 F F 9.156847e-02 7.970780e-01 1.109151e-01 4.384080e-04 Fold02
579 F F 6.668764e-02 7.431637e-01 1.893753e-01 7.732824e-04 Fold02
580 F F 6.697180e-02 7.407331e-01 1.914532e-01 8.419209e-04 Fold02
581 F F 6.486086e-02 7.980260e-01 1.357559e-01 1.357252e-03 Fold02
582 F F 8.143671e-02 7.444362e-01 1.735469e-01 5.801566e-04 Fold02
583 F F 8.048734e-02 7.826013e-01 1.362195e-01 6.918490e-04 Fold02
584 F F 1.414639e-02 8.936077e-01 9.115827e-02 1.087643e-03 Fold02
585 F F 2.086121e-02 9.216700e-01 5.721956e-02 2.492490e-04 Fold02
586 F F 2.091490e-02 9.216902e-01 5.714598e-02 2.488968e-04 Fold02
587 F F 6.406898e-02 7.729428e-01 1.624209e-01 5.673279e-04 Fold02
588 F F 7.854926e-02 7.978535e-01 1.229202e-01 6.770825e-04 Fold02
589 F F 4.876235e-02 7.798743e-01 1.688005e-01 2.562847e-03 Fold02
590 F F 1.131987e-01 7.890271e-01 9.743116e-02 3.429883e-04 Fold02
591 F F 3.671448e-02 7.458882e-01 2.140881e-01 3.309201e-03 Fold02
592 F VF 7.388899e-01 2.409270e-01 2.015112e-02 3.202613e-05 Fold02
593 F VF 7.114176e-01 2.521971e-01 3.635056e-02 3.470208e-05 Fold02
594 F VF 7.585858e-01 2.190040e-01 2.238740e-02 2.281452e-05 Fold02
595 F VF 6.139739e-01 3.363592e-01 4.953831e-02 1.285798e-04 Fold02
596 F VF 5.818455e-01 3.629288e-01 5.509122e-02 1.345015e-04 Fold02
597 F F 2.998387e-01 4.837705e-01 1.900607e-01 2.633013e-02 Fold02
598 F VF 7.241694e-01 2.440489e-01 3.175242e-02 2.925671e-05 Fold02
599 F VF 7.286605e-01 2.421100e-01 2.920051e-02 2.900695e-05 Fold02
600 F F 3.890649e-01 4.437612e-01 1.556593e-01 1.151457e-02 Fold02
601 F F 3.433363e-01 5.068771e-01 1.264373e-01 2.334919e-02 Fold02
602 F VF 7.167028e-01 2.484577e-01 3.478820e-02 5.130090e-05 Fold02
603 F VF 6.881027e-01 2.694130e-01 4.241398e-02 7.037093e-05 Fold02
604 F VF 6.158479e-01 3.339392e-01 5.003054e-02 1.823443e-04 Fold02
605 F VF 5.974018e-01 3.392405e-01 6.313442e-02 2.232891e-04 Fold02
606 F VF 5.696431e-01 3.651180e-01 6.489017e-02 3.486786e-04 Fold02
607 F F 7.915629e-02 7.828172e-01 1.321479e-01 5.878643e-03 Fold02
608 F F 4.727071e-02 7.281883e-01 2.111359e-01 1.340515e-02 Fold02
609 F F 6.755609e-02 7.261621e-01 1.992753e-01 7.006518e-03 Fold02
610 F F 5.450717e-02 7.794905e-01 1.505651e-01 1.543720e-02 Fold02
611 F F 6.798731e-02 7.292482e-01 1.953709e-01 7.393614e-03 Fold02
612 F F 6.108301e-02 7.689275e-01 1.603186e-01 9.670894e-03 Fold02
613 F F 4.008462e-02 7.209531e-01 2.004599e-01 3.850235e-02 Fold02
614 F F 5.847910e-02 7.691995e-01 1.641074e-01 8.214028e-03 Fold02
615 F F 6.657739e-02 7.280552e-01 1.978198e-01 7.547641e-03 Fold02
616 F F 5.917923e-02 7.698187e-01 1.619595e-01 9.042552e-03 Fold02
617 F F 5.798133e-02 7.705209e-01 1.629620e-01 8.535820e-03 Fold02
618 F F 5.740832e-02 7.644713e-01 1.686606e-01 9.459866e-03 Fold02
619 F F 5.816218e-02 7.657588e-01 1.658153e-01 1.026369e-02 Fold02
620 F F 5.539678e-02 7.644403e-01 1.708569e-01 9.306100e-03 Fold02
621 F F 3.765972e-02 7.097985e-01 2.083064e-01 4.423536e-02 Fold02
622 F F 2.950286e-02 6.338495e-01 2.881120e-01 4.853561e-02 Fold02
623 F F 3.748774e-02 7.071996e-01 2.092828e-01 4.602983e-02 Fold02
624 F F 5.685145e-02 7.659570e-01 1.672912e-01 9.900321e-03 Fold02
625 F F 6.375265e-02 7.231553e-01 2.046883e-01 8.403682e-03 Fold02
626 F F 5.325097e-02 7.296654e-01 2.095650e-01 7.518588e-03 Fold02
627 F F 6.276755e-02 7.233756e-01 2.070655e-01 6.791439e-03 Fold02
628 F F 9.893980e-02 7.853264e-01 1.129401e-01 2.793640e-03 Fold02
629 F F 7.081369e-02 7.657014e-01 1.556605e-01 7.824371e-03 Fold02
630 F F 8.384278e-02 7.856998e-01 1.254083e-01 5.049120e-03 Fold02
631 F F 8.892719e-02 7.497157e-01 1.576898e-01 3.667363e-03 Fold02
632 F F 5.632333e-02 7.503343e-01 1.853607e-01 7.981672e-03 Fold02
633 M F 3.983214e-01 5.256473e-01 7.465441e-02 1.376903e-03 Fold02
634 M M 7.651372e-02 1.325920e-01 5.020904e-01 2.888039e-01 Fold02
635 M VF 6.497912e-01 3.161153e-01 3.383116e-02 2.623379e-04 Fold02
636 M VF 5.809087e-01 3.588429e-01 5.984878e-02 3.995841e-04 Fold02
637 M VF 6.075920e-01 3.220632e-01 7.003494e-02 3.098231e-04 Fold02
638 M F 2.452603e-01 5.401834e-01 2.090279e-01 5.528439e-03 Fold02
639 M L 3.007043e-03 1.573121e-02 2.274223e-02 9.585195e-01 Fold02
640 M F 1.265774e-01 6.213291e-01 2.498779e-01 2.215535e-03 Fold02
641 M F 1.196205e-01 6.155522e-01 2.620966e-01 2.730691e-03 Fold02
642 M F 1.136184e-01 6.142928e-01 2.681346e-01 3.954289e-03 Fold02
643 M M 1.098018e-04 4.347828e-03 9.948806e-01 6.617344e-04 Fold02
644 M VF 8.586051e-01 1.156624e-01 2.571338e-02 1.913549e-05 Fold02
645 M L 6.024651e-03 1.987037e-02 1.574310e-02 9.583619e-01 Fold02
646 M VF 8.296687e-01 1.567095e-01 1.354236e-02 7.949161e-05 Fold02
647 M L 2.393823e-03 1.174486e-02 9.204439e-03 9.766569e-01 Fold02
648 M F 1.291783e-01 6.812891e-01 1.791814e-01 1.035116e-02 Fold02
649 M F 2.398213e-01 4.456009e-01 2.867785e-01 2.779924e-02 Fold02
650 M F 6.128864e-02 6.096166e-01 2.855401e-01 4.355460e-02 Fold02
651 M M 6.777802e-04 2.739801e-02 9.718307e-01 9.353896e-05 Fold02
652 M F 1.212227e-01 7.801304e-01 9.824369e-02 4.032484e-04 Fold02
653 M F 3.327596e-02 7.272549e-01 2.309759e-01 8.493172e-03 Fold02
654 M F 8.983263e-02 7.959676e-01 1.137239e-01 4.759090e-04 Fold02
655 M F 7.515527e-02 7.835037e-01 1.406318e-01 7.092342e-04 Fold02
656 M F 7.444434e-02 7.717680e-01 1.527219e-01 1.065738e-03 Fold02
657 M F 4.868711e-02 7.806771e-01 1.681730e-01 2.462760e-03 Fold02
658 M F 2.695811e-02 7.171030e-01 2.512020e-01 4.736846e-03 Fold02
659 M F 2.734568e-02 7.220950e-01 2.457406e-01 4.818753e-03 Fold02
660 M F 3.224273e-02 7.365918e-01 2.253597e-01 5.805701e-03 Fold02
661 M M 3.066435e-04 1.917751e-02 9.801098e-01 4.060053e-04 Fold02
662 M F 1.146995e-01 7.880227e-01 9.696402e-02 3.137385e-04 Fold02
663 M F 1.977585e-01 4.592753e-01 3.157922e-01 2.717404e-02 Fold02
664 M L 1.373166e-03 1.394217e-02 2.195217e-02 9.627325e-01 Fold02
665 M M 1.134322e-01 3.900928e-01 4.636648e-01 3.281022e-02 Fold02
666 M L 2.613576e-03 2.173369e-02 2.983233e-02 9.458204e-01 Fold02
667 M M 3.256553e-02 2.118359e-01 6.638327e-01 9.176585e-02 Fold02
668 M L 4.471984e-03 2.322972e-01 1.508328e-01 6.123980e-01 Fold02
669 M L 6.726248e-03 3.069938e-01 1.735241e-01 5.127559e-01 Fold02
670 M F 3.870958e-02 6.973682e-01 2.436004e-01 2.032188e-02 Fold02
671 M F 5.304247e-02 6.963184e-01 2.413112e-01 9.327967e-03 Fold02
672 M F 7.314746e-02 7.692408e-01 1.504190e-01 7.192694e-03 Fold02
673 M F 5.368413e-02 7.407970e-01 1.927339e-01 1.278498e-02 Fold02
674 L L 2.682881e-05 1.005804e-03 2.256919e-03 9.967104e-01 Fold02
675 L L 6.578103e-03 1.230803e-01 3.174556e-01 5.528861e-01 Fold02
676 L M 1.709187e-02 6.866608e-02 5.390337e-01 3.752083e-01 Fold02
677 L F 1.080682e-01 4.319136e-01 3.945128e-01 6.550538e-02 Fold02
678 L L 5.960813e-03 1.359096e-01 3.569841e-01 5.011455e-01 Fold02
679 L M 8.795239e-03 3.634550e-02 9.544583e-01 4.009878e-04 Fold02
680 L F 1.675067e-01 6.073871e-01 2.241777e-01 9.284058e-04 Fold02
681 L L 1.774776e-04 2.521971e-02 2.183373e-01 7.562655e-01 Fold02
682 L L 1.121212e-15 3.075492e-11 9.445284e-07 9.999991e-01 Fold02
683 L VF 4.776179e-01 3.752606e-01 1.385000e-01 8.621542e-03 Fold02
684 L F 2.965333e-01 3.990771e-01 2.707408e-01 3.364881e-02 Fold02
685 L F 8.237883e-02 8.070884e-01 1.100057e-01 5.270311e-04 Fold02
686 L M 4.145261e-10 4.866262e-06 9.713251e-01 2.867001e-02 Fold02
687 L F 4.476781e-02 7.478842e-01 2.049752e-01 2.372757e-03 Fold02
688 L M 1.655237e-02 2.070121e-01 5.156354e-01 2.608002e-01 Fold02
689 L F 1.002525e-02 4.207830e-01 3.838384e-01 1.853533e-01 Fold02
690 L L 4.428292e-08 3.819962e-05 4.199812e-04 9.995418e-01 Fold02
691 L L 6.079371e-07 2.164161e-04 7.289791e-04 9.990540e-01 Fold02
692 L L 1.155710e-06 3.388861e-04 1.001724e-03 9.986582e-01 Fold02
693 L L 5.217781e-07 1.980299e-04 7.044606e-04 9.990970e-01 Fold02
694 L L 2.422451e-08 2.457347e-05 6.508882e-05 9.999103e-01 Fold02
695 VF VF 9.392230e-01 5.564279e-02 5.126282e-03 7.903643e-06 Fold03
696 VF VF 9.279738e-01 6.424454e-02 7.766806e-03 1.482258e-05 Fold03
697 VF VF 9.268542e-01 6.526833e-02 7.862435e-03 1.500361e-05 Fold03
698 VF VF 9.558025e-01 4.096856e-02 3.225398e-03 3.588761e-06 Fold03
699 VF F 4.358237e-01 5.060691e-01 5.730369e-02 8.035155e-04 Fold03
700 VF F 4.020163e-01 5.120798e-01 8.475018e-02 1.153708e-03 Fold03
701 VF VF 9.613405e-01 3.296303e-02 5.693844e-03 2.644232e-06 Fold03
702 VF VF 8.472555e-01 1.182683e-01 3.439174e-02 8.450579e-05 Fold03
703 VF VF 8.402251e-01 1.288317e-01 3.082307e-02 1.200905e-04 Fold03
704 VF VF 9.581481e-01 3.669287e-02 5.156099e-03 2.896971e-06 Fold03
705 VF M 1.267927e-01 1.553620e-01 4.108299e-01 3.070154e-01 Fold03
706 VF VF 9.501685e-01 4.116818e-02 8.657078e-03 6.200444e-06 Fold03
707 VF VF 9.285738e-01 5.852711e-02 1.288159e-02 1.749436e-05 Fold03
708 VF VF 8.848870e-01 9.343222e-02 2.158779e-02 9.295748e-05 Fold03
709 VF VF 9.669487e-01 2.854314e-02 4.506335e-03 1.801954e-06 Fold03
710 VF VF 9.496143e-01 4.337365e-02 7.007050e-03 5.019080e-06 Fold03
711 VF VF 9.884603e-01 1.101876e-02 5.206515e-04 3.087186e-07 Fold03
712 VF VF 9.801738e-01 1.840550e-02 1.419072e-03 1.616664e-06 Fold03
713 VF VF 9.868503e-01 1.247554e-02 6.736414e-04 5.179917e-07 Fold03
714 VF VF 9.802129e-01 1.875819e-02 1.026683e-03 2.275079e-06 Fold03
715 VF VF 9.869620e-01 1.225224e-02 7.852858e-04 4.335800e-07 Fold03
716 VF VF 9.883945e-01 1.106485e-02 5.403483e-04 3.386952e-07 Fold03
717 VF VF 9.807026e-01 1.804614e-02 1.249204e-03 2.007531e-06 Fold03
718 VF VF 8.875990e-01 8.568285e-02 2.469079e-02 2.027392e-03 Fold03
719 VF VF 9.867302e-01 1.245872e-02 8.106536e-04 4.607080e-07 Fold03
720 VF VF 9.882153e-01 1.121579e-02 5.685413e-04 3.803888e-07 Fold03
721 VF VF 9.796699e-01 1.881504e-02 1.513193e-03 1.858814e-06 Fold03
722 VF VF 9.820615e-01 1.710486e-02 8.321449e-04 1.469724e-06 Fold03
723 VF VF 9.826882e-01 1.651403e-02 7.964481e-04 1.370977e-06 Fold03
724 VF VF 6.594747e-01 2.949310e-01 4.533126e-02 2.630411e-04 Fold03
725 VF VF 6.592468e-01 2.965471e-01 4.394435e-02 2.617817e-04 Fold03
726 VF VF 6.608818e-01 2.953026e-01 4.355896e-02 2.566478e-04 Fold03
727 VF VF 7.452897e-01 2.274627e-01 2.716565e-02 8.190427e-05 Fold03
728 VF VF 7.457022e-01 2.265311e-01 2.768051e-02 8.618131e-05 Fold03
729 VF VF 7.491082e-01 2.201834e-01 3.066233e-02 4.606636e-05 Fold03
730 VF VF 6.987303e-01 2.627552e-01 3.842949e-02 8.501460e-05 Fold03
731 VF VF 7.989117e-01 1.876049e-01 1.346623e-02 1.709659e-05 Fold03
732 VF VF 6.763675e-01 2.733648e-01 5.012965e-02 1.379981e-04 Fold03
733 VF VF 7.640487e-01 2.092697e-01 2.665498e-02 2.666085e-05 Fold03
734 VF VF 8.374506e-01 1.489598e-01 1.358379e-02 5.780933e-06 Fold03
735 VF VF 8.004533e-01 1.813132e-01 1.821620e-02 1.726164e-05 Fold03
736 VF VF 7.432825e-01 2.258068e-01 3.087039e-02 4.033248e-05 Fold03
737 VF VF 8.388702e-01 1.486197e-01 1.250147e-02 8.548363e-06 Fold03
738 VF VF 8.176418e-01 1.710762e-01 1.126872e-02 1.328076e-05 Fold03
739 VF VF 7.614249e-01 2.159714e-01 2.257310e-02 3.066625e-05 Fold03
740 VF VF 8.146284e-01 1.739305e-01 1.142757e-02 1.348164e-05 Fold03
741 VF VF 9.113213e-01 8.171942e-02 6.939740e-03 1.954126e-05 Fold03
742 VF VF 9.643057e-01 3.420873e-02 1.482391e-03 3.153675e-06 Fold03
743 VF VF 9.811015e-01 1.815922e-02 7.387606e-04 5.109052e-07 Fold03
744 VF VF 9.847973e-01 1.479319e-02 4.091296e-04 4.196520e-07 Fold03
745 VF VF 9.846547e-01 1.482882e-02 5.160670e-04 3.795033e-07 Fold03
746 VF VF 9.900181e-01 9.714996e-03 2.667659e-04 1.294148e-07 Fold03
747 VF VF 9.546495e-01 4.207893e-02 3.267929e-03 3.593721e-06 Fold03
748 VF VF 5.911263e-01 2.741069e-01 1.278836e-01 6.883176e-03 Fold03
749 VF VF 9.282367e-01 6.518282e-02 6.563286e-03 1.715652e-05 Fold03
750 VF VF 9.760305e-01 2.294782e-02 1.020833e-03 8.600715e-07 Fold03
751 VF VF 9.691215e-01 2.935466e-02 1.521685e-03 2.144241e-06 Fold03
752 VF VF 9.929682e-01 6.873015e-03 1.587575e-04 4.405447e-08 Fold03
753 VF VF 9.877471e-01 1.184856e-02 4.041479e-04 2.304148e-07 Fold03
754 VF VF 9.873311e-01 1.212555e-02 5.430330e-04 2.804092e-07 Fold03
755 VF VF 9.501511e-01 4.625279e-02 3.590335e-03 5.815424e-06 Fold03
756 VF VF 9.921400e-01 7.629045e-03 2.308779e-04 5.669937e-08 Fold03
757 VF VF 9.883805e-01 1.117214e-02 4.472339e-04 1.530048e-07 Fold03
758 VF VF 9.287307e-01 6.579097e-02 5.460968e-03 1.739852e-05 Fold03
759 VF VF 9.801709e-01 1.900260e-02 8.257498e-04 7.754086e-07 Fold03
760 VF VF 9.755256e-01 2.327062e-02 1.201810e-03 1.953329e-06 Fold03
761 VF VF 9.798449e-01 1.930250e-02 8.517956e-04 8.222916e-07 Fold03
762 VF VF 9.300129e-01 6.391093e-02 6.067488e-03 8.718683e-06 Fold03
763 VF VF 9.805046e-01 1.873738e-02 7.574714e-04 5.046502e-07 Fold03
764 VF VF 9.795468e-01 1.981689e-02 6.354304e-04 8.368963e-07 Fold03
765 VF VF 9.805469e-01 1.869470e-02 7.578769e-04 5.075936e-07 Fold03
766 VF VF 9.265481e-01 6.695094e-02 6.491344e-03 9.623311e-06 Fold03
767 VF VF 9.869379e-01 1.256675e-02 4.950177e-04 2.895791e-07 Fold03
768 VF VF 9.121322e-01 8.369869e-02 4.164247e-03 4.834862e-06 Fold03
769 VF VF 8.979620e-01 9.570816e-02 6.322900e-03 6.957500e-06 Fold03
770 VF VF 8.715645e-01 1.199055e-01 8.517494e-03 1.248711e-05 Fold03
771 VF VF 9.104444e-01 8.528634e-02 4.263968e-03 5.325609e-06 Fold03
772 VF VF 7.419438e-01 2.227862e-01 3.482566e-02 4.442902e-04 Fold03
773 VF VF 8.800780e-01 1.123520e-01 7.555535e-03 1.444826e-05 Fold03
774 VF VF 8.853884e-01 1.086927e-01 5.907520e-03 1.140008e-05 Fold03
775 VF VF 8.667098e-01 1.270105e-01 6.257848e-03 2.184434e-05 Fold03
776 VF VF 8.803371e-01 1.129420e-01 6.705961e-03 1.494930e-05 Fold03
777 VF VF 8.492308e-01 1.394479e-01 1.129388e-02 2.742322e-05 Fold03
778 VF VF 9.066880e-01 8.882851e-02 4.477689e-03 5.816374e-06 Fold03
779 VF VF 8.848504e-01 1.087866e-01 6.349113e-03 1.386669e-05 Fold03
780 VF VF 8.699768e-01 1.268590e-01 3.096513e-03 6.772825e-05 Fold03
781 VF VF 8.998407e-01 9.485890e-02 5.292233e-03 8.214716e-06 Fold03
782 VF VF 8.509021e-01 1.413763e-01 7.689166e-03 3.242639e-05 Fold03
783 VF VF 8.796325e-01 1.151424e-01 5.210034e-03 1.502907e-05 Fold03
784 VF VF 8.769491e-01 1.157187e-01 7.313540e-03 1.871126e-05 Fold03
785 VF VF 8.894992e-01 1.029685e-01 7.521891e-03 1.036536e-05 Fold03
786 VF VF 8.977795e-01 9.720317e-02 5.008882e-03 8.412984e-06 Fold03
787 VF VF 8.929136e-01 1.011669e-01 5.909464e-03 9.994019e-06 Fold03
788 VF VF 8.711450e-01 1.208872e-01 7.946911e-03 2.091696e-05 Fold03
789 VF VF 8.843023e-01 1.074765e-01 8.208851e-03 1.230764e-05 Fold03
790 VF VF 6.659727e-01 3.244629e-01 9.523925e-03 4.047995e-05 Fold03
791 VF VF 8.971974e-01 9.781915e-02 4.975277e-03 8.205929e-06 Fold03
792 VF VF 5.032426e-01 3.814974e-01 1.015945e-01 1.366545e-02 Fold03
793 VF VF 6.645134e-01 3.258245e-01 9.620714e-03 4.139244e-05 Fold03
794 VF VF 9.064028e-01 8.822294e-02 5.369146e-03 5.091921e-06 Fold03
795 VF VF 8.750559e-01 1.154066e-01 9.520975e-03 1.658778e-05 Fold03
796 VF VF 8.654768e-01 1.260426e-01 8.455876e-03 2.468839e-05 Fold03
797 VF VF 8.616184e-01 1.296156e-01 8.740117e-03 2.587981e-05 Fold03
798 VF VF 8.371978e-01 1.533981e-01 9.353928e-03 5.024660e-05 Fold03
799 VF VF 6.496066e-01 3.396914e-01 1.065022e-02 5.183943e-05 Fold03
800 VF VF 8.740537e-01 1.161750e-01 9.753580e-03 1.776014e-05 Fold03
801 VF VF 8.716347e-01 1.184471e-01 9.900273e-03 1.792111e-05 Fold03
802 VF VF 8.330411e-01 1.570524e-01 9.850802e-03 5.575315e-05 Fold03
803 VF VF 6.429843e-01 3.458306e-01 1.112802e-02 5.711923e-05 Fold03
804 VF VF 8.609694e-01 1.291667e-01 9.843335e-03 2.063052e-05 Fold03
805 VF VF 8.290460e-01 1.604630e-01 1.042711e-02 6.389821e-05 Fold03
806 VF VF 7.964457e-01 1.822667e-01 2.119342e-02 9.418904e-05 Fold03
807 VF VF 8.957732e-01 9.916889e-02 5.049535e-03 8.406956e-06 Fold03
808 VF VF 9.079104e-01 8.691073e-02 5.174128e-03 4.749185e-06 Fold03
809 VF VF 8.500978e-01 1.362361e-01 1.363081e-02 3.537794e-05 Fold03
810 VF VF 8.612644e-01 1.288733e-01 9.841424e-03 2.083000e-05 Fold03
811 VF VF 8.583328e-01 1.315883e-01 1.005757e-02 2.130047e-05 Fold03
812 VF VF 9.131736e-01 8.277826e-02 4.043321e-03 4.769412e-06 Fold03
813 VF VF 8.552671e-01 1.343370e-01 1.037345e-02 2.241287e-05 Fold03
814 VF VF 8.556431e-01 1.339977e-01 1.033695e-02 2.228085e-05 Fold03
815 VF VF 8.211794e-01 1.610783e-01 1.765680e-02 8.553195e-05 Fold03
816 VF VF 8.755137e-01 1.187721e-01 5.695689e-03 1.855613e-05 Fold03
817 VF VF 7.885334e-01 1.961051e-01 1.512463e-02 2.368031e-04 Fold03
818 VF M 1.263451e-01 1.140569e-01 7.586469e-01 9.510511e-04 Fold03
819 VF VF 7.249015e-01 2.691187e-01 5.968456e-03 1.129729e-05 Fold03
820 VF VF 8.842447e-01 1.084543e-01 7.291335e-03 9.678451e-06 Fold03
821 VF VF 9.529146e-01 4.474163e-02 2.342346e-03 1.458571e-06 Fold03
822 VF VF 9.422102e-01 5.289932e-02 4.886851e-03 3.642372e-06 Fold03
823 VF VF 9.417975e-01 5.324827e-02 4.950514e-03 3.739225e-06 Fold03
824 VF VF 9.519758e-01 4.558440e-02 2.438183e-03 1.592066e-06 Fold03
825 VF VF 9.248098e-01 7.139790e-02 3.787163e-03 5.116255e-06 Fold03
826 VF VF 9.301914e-01 6.349037e-02 6.307700e-03 1.057405e-05 Fold03
827 VF VF 9.597167e-01 3.878048e-02 1.501562e-03 1.290955e-06 Fold03
828 VF VF 9.172161e-01 7.713098e-02 5.646671e-03 6.279466e-06 Fold03
829 VF VF 9.746732e-01 2.442757e-02 8.989900e-04 2.350919e-07 Fold03
830 VF VF 9.700690e-01 2.881139e-02 1.119140e-03 4.266565e-07 Fold03
831 VF VF 9.709701e-01 2.793094e-02 1.098677e-03 3.180557e-07 Fold03
832 VF VF 6.839242e-01 2.453762e-01 6.737754e-02 3.322102e-03 Fold03
833 VF VF 6.819018e-01 2.465202e-01 6.816854e-02 3.409529e-03 Fold03
834 VF VF 9.253815e-01 6.958580e-02 5.027041e-03 5.681560e-06 Fold03
835 VF VF 9.728140e-01 2.614983e-02 1.035834e-03 3.072756e-07 Fold03
836 VF VF 9.445171e-01 5.309288e-02 2.387568e-03 2.411309e-06 Fold03
837 VF VF 9.372981e-01 5.868858e-02 4.008756e-03 4.548621e-06 Fold03
838 VF VF 9.183214e-01 7.660856e-02 5.058464e-03 1.160730e-05 Fold03
839 VF VF 9.831354e-01 1.635161e-02 5.128911e-04 1.091153e-07 Fold03
840 VF F 6.881919e-02 8.006391e-01 1.294338e-01 1.107907e-03 Fold03
841 VF F 1.051248e-01 7.560201e-01 1.384562e-01 3.988133e-04 Fold03
842 VF F 1.101269e-01 7.626259e-01 1.268403e-01 4.069053e-04 Fold03
843 VF F 9.869068e-02 7.736366e-01 1.271642e-01 5.084899e-04 Fold03
844 VF VF 7.462537e-01 2.323087e-01 2.141621e-02 2.140225e-05 Fold03
845 VF VF 6.251812e-01 3.124039e-01 6.231557e-02 9.931975e-05 Fold03
846 VF VF 6.229012e-01 3.129475e-01 6.405106e-02 1.002310e-04 Fold03
847 VF VF 7.323538e-01 2.480646e-01 1.954906e-02 3.252233e-05 Fold03
848 VF VF 7.886699e-01 1.912924e-01 2.002699e-02 1.064792e-05 Fold03
849 VF VF 8.035513e-01 1.815389e-01 1.490032e-02 9.475853e-06 Fold03
850 VF VF 8.237516e-01 1.640444e-01 1.219765e-02 6.307038e-06 Fold03
851 VF VF 7.668469e-01 2.084251e-01 2.471426e-02 1.369435e-05 Fold03
852 VF VF 7.022987e-01 2.729257e-01 2.472595e-02 4.958135e-05 Fold03
853 VF VF 6.988402e-01 2.755559e-01 2.555175e-02 5.210822e-05 Fold03
854 VF VF 6.394964e-01 3.106537e-01 4.977321e-02 7.667232e-05 Fold03
855 VF VF 7.756700e-01 2.067451e-01 1.756997e-02 1.496507e-05 Fold03
856 VF VF 7.797257e-01 2.036967e-01 1.656449e-02 1.318375e-05 Fold03
857 VF VF 7.465390e-01 2.303978e-01 2.304222e-02 2.089943e-05 Fold03
858 VF VF 7.215241e-01 2.504493e-01 2.798982e-02 3.676387e-05 Fold03
859 VF VF 7.399997e-01 2.288784e-01 3.109535e-02 2.653663e-05 Fold03
860 VF VF 7.034967e-01 2.632680e-01 3.320005e-02 3.532754e-05 Fold03
861 VF VF 6.445971e-01 3.194818e-01 3.580639e-02 1.148051e-04 Fold03
862 VF VF 7.320085e-01 2.398031e-01 2.815567e-02 3.279742e-05 Fold03
863 VF VF 7.331425e-01 2.438912e-01 2.294322e-02 2.310897e-05 Fold03
864 VF VF 7.700787e-01 2.115268e-01 1.837815e-02 1.635769e-05 Fold03
865 VF VF 8.223500e-01 1.649237e-01 1.271923e-02 7.058193e-06 Fold03
866 VF VF 7.316958e-01 2.445975e-01 2.368166e-02 2.498649e-05 Fold03
867 VF VF 5.702618e-01 3.586759e-01 7.087108e-02 1.912234e-04 Fold03
868 VF VF 7.998659e-01 1.821500e-01 1.797559e-02 8.492663e-06 Fold03
869 VF VF 7.075103e-01 2.815187e-01 1.086288e-02 1.081776e-04 Fold03
870 VF F 8.159334e-02 7.737307e-01 1.400741e-01 4.601857e-03 Fold03
871 VF F 1.046355e-01 7.644900e-01 1.280983e-01 2.776131e-03 Fold03
872 F F 3.540986e-01 5.308143e-01 1.136629e-01 1.424174e-03 Fold03
873 F F 3.533564e-01 5.312092e-01 1.139999e-01 1.434525e-03 Fold03
874 F F 2.353658e-01 6.112217e-01 1.450075e-01 8.404941e-03 Fold03
875 F L 4.372793e-03 1.201951e-02 4.561737e-02 9.379903e-01 Fold03
876 F VF 5.759077e-01 3.696989e-01 5.371752e-02 6.758832e-04 Fold03
877 F F 1.883441e-01 4.755853e-01 2.101694e-01 1.259011e-01 Fold03
878 F VF 6.685251e-01 2.831099e-01 4.806674e-02 2.981937e-04 Fold03
879 F VF 4.728610e-01 4.187487e-01 1.074421e-01 9.481711e-04 Fold03
880 F VF 7.043760e-01 2.438260e-01 5.173929e-02 5.875339e-05 Fold03
881 F VF 7.422347e-01 2.263846e-01 3.134546e-02 3.525053e-05 Fold03
882 F F 1.473783e-01 6.235839e-01 2.259827e-01 3.055166e-03 Fold03
883 F F 1.770840e-01 6.298784e-01 1.915425e-01 1.495065e-03 Fold03
884 F F 1.864512e-01 6.220353e-01 1.900090e-01 1.504523e-03 Fold03
885 F F 1.259547e-01 6.467871e-01 2.219376e-01 5.320594e-03 Fold03
886 F F 1.553489e-01 6.110715e-01 2.309690e-01 2.610576e-03 Fold03
887 F F 1.487979e-01 6.155093e-01 2.330665e-01 2.626335e-03 Fold03
888 F F 2.089614e-01 6.112888e-01 1.785086e-01 1.241261e-03 Fold03
889 F F 1.182466e-01 5.987673e-01 2.793565e-01 3.629574e-03 Fold03
890 F F 1.661052e-01 6.295469e-01 2.021633e-01 2.184594e-03 Fold03
891 F F 1.648194e-01 6.245039e-01 2.082812e-01 2.395464e-03 Fold03
892 F F 1.636482e-01 6.295576e-01 2.045294e-01 2.264787e-03 Fold03
893 F F 1.649903e-01 6.255494e-01 2.071084e-01 2.351929e-03 Fold03
894 F F 1.229100e-01 6.005473e-01 2.719365e-01 4.606283e-03 Fold03
895 F F 8.629696e-02 5.900552e-01 3.148407e-01 8.807080e-03 Fold03
896 F F 1.758394e-01 5.948332e-01 2.279126e-01 1.414840e-03 Fold03
897 F VF 4.420686e-01 3.508475e-01 1.766232e-01 3.046063e-02 Fold03
898 F M 1.029488e-02 2.819522e-01 5.202463e-01 1.875066e-01 Fold03
899 F VF 8.353851e-01 1.502623e-01 1.429772e-02 5.492664e-05 Fold03
900 F VF 7.396070e-01 2.275676e-01 3.261378e-02 2.115947e-04 Fold03
901 F VF 8.860341e-01 1.067541e-01 7.203563e-03 8.268316e-06 Fold03
902 F VF 5.458471e-01 3.640810e-01 7.816135e-02 1.191057e-02 Fold03
903 F VF 8.703835e-01 1.219420e-01 7.655743e-03 1.873776e-05 Fold03
904 F VF 8.618427e-01 1.277091e-01 1.042621e-02 2.191307e-05 Fold03
905 F VF 6.387919e-01 3.502259e-01 1.092870e-02 5.351545e-05 Fold03
906 F F 2.839755e-01 3.836801e-01 1.546675e-01 1.776769e-01 Fold03
907 F VF 6.248190e-01 3.631537e-01 1.196186e-02 6.546686e-05 Fold03
908 F VF 6.181529e-01 3.692961e-01 1.247898e-02 7.197495e-05 Fold03
909 F VF 8.368846e-01 1.510865e-01 1.198071e-02 4.815147e-05 Fold03
910 F VF 6.067329e-01 3.797811e-01 1.340145e-02 8.448944e-05 Fold03
911 F VF 8.055987e-01 1.803959e-01 1.390314e-02 1.022703e-04 Fold03
912 F VF 5.996193e-01 3.862708e-01 1.401635e-02 9.358922e-05 Fold03
913 F L 8.524922e-05 2.234945e-03 2.408019e-02 9.735996e-01 Fold03
914 F VF 5.742063e-01 4.093547e-01 1.630701e-02 1.319582e-04 Fold03
915 F VF 9.717652e-01 2.694631e-02 1.287533e-03 9.666119e-07 Fold03
916 F VF 8.363827e-01 1.471572e-01 1.642426e-02 3.579539e-05 Fold03
917 F F 1.158874e-01 7.625865e-01 1.211718e-01 3.543477e-04 Fold03
918 F F 1.114302e-01 7.507726e-01 1.375780e-01 2.191449e-04 Fold03
919 F F 8.669760e-02 7.401071e-01 1.727261e-01 4.692867e-04 Fold03
920 F F 9.113469e-02 7.668267e-01 1.415153e-01 5.232718e-04 Fold03
921 F F 3.530895e-02 7.564321e-01 1.997931e-01 8.465890e-03 Fold03
922 F F 6.166866e-02 7.389124e-01 1.982256e-01 1.193335e-03 Fold03
923 F F 7.371191e-02 7.655725e-01 1.598148e-01 9.008125e-04 Fold03
924 F F 5.088020e-02 7.295245e-01 2.179852e-01 1.610087e-03 Fold03
925 F F 5.061282e-02 7.165887e-01 2.307206e-01 2.077958e-03 Fold03
926 F F 7.380273e-02 7.286040e-01 1.967118e-01 8.815344e-04 Fold03
927 F F 5.512098e-02 7.506676e-01 1.923198e-01 1.891618e-03 Fold03
928 F F 1.174967e-01 7.713990e-01 1.108324e-01 2.718980e-04 Fold03
929 F F 5.924173e-02 7.422609e-01 1.973511e-01 1.146199e-03 Fold03
930 F VF 7.468682e-01 2.231821e-01 2.993311e-02 1.658765e-05 Fold03
931 F VF 7.946475e-01 1.895168e-01 1.582539e-02 1.027144e-05 Fold03
932 F VF 7.449534e-01 2.289364e-01 2.609149e-02 1.871477e-05 Fold03
933 F VF 7.247479e-01 2.390013e-01 3.622860e-02 2.222573e-05 Fold03
934 F VF 6.797407e-01 2.926026e-01 2.759423e-02 6.248056e-05 Fold03
935 F VF 5.648404e-01 3.686881e-01 6.633937e-02 1.321243e-04 Fold03
936 F F 4.132978e-01 4.567719e-01 1.253573e-01 4.573032e-03 Fold03
937 F VF 6.443989e-01 3.090027e-01 4.651065e-02 8.772436e-05 Fold03
938 F VF 6.922013e-01 2.807384e-01 2.699894e-02 6.140870e-05 Fold03
939 F VF 7.315882e-01 2.401492e-01 2.822952e-02 3.307213e-05 Fold03
940 F VF 7.213794e-01 2.490669e-01 2.951560e-02 3.805647e-05 Fold03
941 F VF 6.108565e-01 3.459362e-01 4.303741e-02 1.699160e-04 Fold03
942 F F 9.637341e-02 7.756533e-01 1.253351e-01 2.638176e-03 Fold03
943 F F 7.783564e-02 7.716949e-01 1.452918e-01 5.177637e-03 Fold03
944 F F 8.504192e-02 7.509727e-01 1.609365e-01 3.048814e-03 Fold03
945 F F 7.026779e-02 7.614137e-01 1.618097e-01 6.508742e-03 Fold03
946 F F 8.429041e-02 7.589022e-01 1.527088e-01 4.098520e-03 Fold03
947 F F 4.815380e-02 7.198692e-01 2.203600e-01 1.161697e-02 Fold03
948 F F 8.389576e-02 7.612911e-01 1.502971e-01 4.515984e-03 Fold03
949 F F 8.380880e-02 7.610330e-01 1.506374e-01 4.520850e-03 Fold03
950 F F 8.252936e-02 7.587367e-01 1.540052e-01 4.728691e-03 Fold03
951 F F 7.028264e-02 7.276529e-01 1.966984e-01 5.366100e-03 Fold03
952 F F 1.239095e-02 4.351246e-01 2.436475e-01 3.088370e-01 Fold03
953 F F 1.229227e-02 4.331899e-01 2.434650e-01 3.110529e-01 Fold03
954 F F 1.234697e-02 4.342977e-01 2.435751e-01 3.097802e-01 Fold03
955 F F 5.743368e-02 7.336986e-01 2.016725e-01 7.195292e-03 Fold03
956 F F 6.290046e-02 7.568948e-01 1.715253e-01 8.679464e-03 Fold03
957 F F 6.246914e-02 7.589677e-01 1.702362e-01 8.326922e-03 Fold03
958 F F 9.829972e-03 3.927726e-01 2.844917e-01 3.129057e-01 Fold03
959 F L 4.024299e-03 2.397707e-01 2.193841e-01 5.368209e-01 Fold03
960 F F 6.778540e-02 7.272993e-01 1.990189e-01 5.896387e-03 Fold03
961 F F 6.743404e-02 7.262747e-01 2.003532e-01 5.938047e-03 Fold03
962 F F 6.124635e-02 7.582358e-01 1.717287e-01 8.789146e-03 Fold03
963 F F 6.771751e-02 7.270321e-01 1.993249e-01 5.925492e-03 Fold03
964 F F 7.073383e-02 7.246412e-01 1.995330e-01 5.092033e-03 Fold03
965 F F 3.401149e-02 6.549582e-01 2.693798e-01 4.165057e-02 Fold03
966 F F 7.521999e-02 7.538390e-01 1.652866e-01 5.654493e-03 Fold03
967 F F 7.307687e-02 7.476104e-01 1.734450e-01 5.867740e-03 Fold03
968 F F 3.734269e-02 6.795467e-01 2.404207e-01 4.268994e-02 Fold03
969 F F 4.697655e-02 7.671940e-01 1.685934e-01 1.723608e-02 Fold03
970 F F 4.020351e-02 6.875439e-01 2.562089e-01 1.604369e-02 Fold03
971 F F 5.240731e-02 6.992286e-01 2.404752e-01 7.888891e-03 Fold03
972 F F 2.836140e-02 6.468776e-01 2.741945e-01 5.056644e-02 Fold03
973 F F 6.131289e-02 7.181065e-01 2.129501e-01 7.630520e-03 Fold03
974 F F 8.564945e-02 7.759095e-01 1.344031e-01 4.037910e-03 Fold03
975 F F 8.619696e-02 7.761259e-01 1.337077e-01 3.969458e-03 Fold03
976 F F 5.553452e-02 7.006927e-01 2.342750e-01 9.497798e-03 Fold03
977 F F 5.147259e-02 7.404170e-01 1.947041e-01 1.340626e-02 Fold03
978 F F 4.369032e-02 6.890095e-01 2.454337e-01 2.186646e-02 Fold03
979 F F 6.041874e-02 7.397875e-01 1.924210e-01 7.372818e-03 Fold03
980 M L 5.444004e-05 2.420574e-03 6.672767e-03 9.908522e-01 Fold03
981 M F 2.930861e-01 5.570176e-01 1.470793e-01 2.816969e-03 Fold03
982 M M 6.188884e-02 1.060684e-01 5.156488e-01 3.163940e-01 Fold03
983 M VF 5.745374e-01 3.567988e-01 6.802719e-02 6.366150e-04 Fold03
984 M M 1.503479e-01 2.091982e-01 6.389696e-01 1.484298e-03 Fold03
985 M L 4.039152e-03 3.599219e-02 6.135541e-02 8.986132e-01 Fold03
986 M F 8.957530e-02 5.740522e-01 3.299908e-01 6.381768e-03 Fold03
987 M M 2.004250e-02 3.377952e-01 4.574460e-01 1.847162e-01 Fold03
988 M L 6.484979e-05 9.793014e-03 1.057020e-01 8.844401e-01 Fold03
989 M F 6.876398e-02 5.584170e-01 3.612436e-01 1.157542e-02 Fold03
990 M F 4.933345e-02 5.324810e-01 3.968646e-01 2.132091e-02 Fold03
991 M L 1.151238e-16 3.571048e-12 2.363631e-08 1.000000e+00 Fold03
992 M VF 4.437889e-01 3.772830e-01 1.691550e-01 9.773100e-03 Fold03
993 M VF 8.098501e-01 1.776638e-01 1.240127e-02 8.487338e-05 Fold03
994 M F 5.035868e-02 7.292495e-01 2.187718e-01 1.620040e-03 Fold03
995 M F 1.591372e-02 5.559532e-01 3.744950e-01 5.363810e-02 Fold03
996 M F 1.034300e-02 5.053350e-01 4.073158e-01 7.700626e-02 Fold03
997 M F 7.343431e-02 7.142307e-01 2.115413e-01 7.936731e-04 Fold03
998 M M 1.560828e-03 8.709903e-02 9.090435e-01 2.296656e-03 Fold03
999 M F 4.385307e-02 7.585045e-01 1.935751e-01 4.067374e-03 Fold03
1000 M F 4.028271e-02 7.499593e-01 2.045453e-01 5.212762e-03 Fold03
1001 M M 2.509783e-04 2.213174e-02 9.753955e-01 2.221836e-03 Fold03
1002 M M 3.576303e-04 2.692344e-02 9.705451e-01 2.173871e-03 Fold03
1003 M VF 5.728841e-01 3.519188e-01 7.493481e-02 2.622893e-04 Fold03
1004 M M 3.174502e-01 2.621071e-01 4.202760e-01 1.667150e-04 Fold03
1005 M M 4.934287e-02 2.949898e-01 4.985497e-01 1.571176e-01 Fold03
1006 M M 2.727811e-02 2.487362e-01 3.989441e-01 3.250416e-01 Fold03
1007 M L 1.729866e-02 2.006728e-01 3.762784e-01 4.057501e-01 Fold03
1008 M F 1.076474e-02 4.369761e-01 3.612924e-01 1.909668e-01 Fold03
1009 M F 7.220459e-02 7.681644e-01 1.535758e-01 6.055216e-03 Fold03
1010 M F 4.449073e-02 7.164882e-01 2.265876e-01 1.243342e-02 Fold03
1011 M F 6.735155e-02 7.496803e-01 1.757775e-01 7.190654e-03 Fold03
1012 M M 1.281622e-02 2.943056e-01 6.825489e-01 1.032935e-02 Fold03
1013 M L 4.096351e-03 2.493710e-01 2.225870e-01 5.239457e-01 Fold03
1014 M F 2.130507e-02 6.302240e-01 2.457806e-01 1.026904e-01 Fold03
1015 M F 1.231547e-02 4.448805e-01 4.365100e-01 1.062940e-01 Fold03
1016 M F 3.491930e-02 6.578087e-01 2.634041e-01 4.386792e-02 Fold03
1017 M F 6.698115e-02 7.222661e-01 2.042124e-01 6.540262e-03 Fold03
1018 M L 7.415832e-06 2.999487e-03 2.120026e-02 9.757928e-01 Fold03
1019 M F 5.390159e-02 6.903476e-01 2.475205e-01 8.230259e-03 Fold03
1020 M M 1.909148e-04 1.859897e-02 9.661282e-01 1.508196e-02 Fold03
1021 L L 3.312804e-03 8.827622e-02 2.169937e-01 6.914173e-01 Fold03
1022 L L 5.637959e-03 1.180896e-01 3.247385e-01 5.515339e-01 Fold03
1023 L L 8.317836e-03 1.414187e-01 2.934367e-01 5.568268e-01 Fold03
1024 L L 4.329726e-03 3.187172e-02 2.231624e-01 7.406361e-01 Fold03
1025 L M 9.178392e-02 3.661547e-01 4.202717e-01 1.217896e-01 Fold03
1026 L VF 6.697401e-01 2.747438e-01 5.535763e-02 1.584428e-04 Fold03
1027 L VF 5.005163e-01 3.724797e-01 1.219454e-01 5.058590e-03 Fold03
1028 L L 1.939620e-06 7.135014e-04 3.137242e-03 9.961473e-01 Fold03
1029 L L 1.020992e-06 4.292575e-04 1.656421e-03 9.979133e-01 Fold03
1030 L L 1.986119e-06 7.325902e-04 3.188006e-03 9.960774e-01 Fold03
1031 L L 6.371432e-07 3.204722e-04 1.039003e-03 9.986399e-01 Fold03
1032 L L 1.896363e-06 6.550454e-04 2.380164e-03 9.969629e-01 Fold03
1033 L L 3.996971e-07 2.352830e-04 1.332700e-03 9.984316e-01 Fold03
1034 L L 2.625446e-07 1.755800e-04 1.148032e-03 9.986761e-01 Fold03
1035 L F 4.135671e-02 6.867167e-01 2.466560e-01 2.527066e-02 Fold03
1036 L F 3.468346e-02 6.462154e-01 2.939892e-01 2.511203e-02 Fold03
1037 L F 3.449856e-02 6.450260e-01 2.950125e-01 2.546292e-02 Fold03
1038 L L 1.572751e-07 1.186895e-04 9.338258e-04 9.989473e-01 Fold03
1039 L F 2.615199e-02 6.814479e-01 2.313285e-01 6.107164e-02 Fold03
1040 L L 1.415139e-07 1.105443e-04 8.941587e-04 9.989952e-01 Fold03
1041 L L 1.415870e-07 1.110914e-04 8.964077e-04 9.989924e-01 Fold03
1042 VF VF 9.490835e-01 4.692744e-02 3.979715e-03 9.354902e-06 Fold04
1043 VF VF 9.368736e-01 5.837632e-02 4.726538e-03 2.356136e-05 Fold04
1044 VF VF 9.419571e-01 5.289479e-02 5.133313e-03 1.479434e-05 Fold04
1045 VF VF 9.495949e-01 4.647279e-02 3.924226e-03 8.130057e-06 Fold04
1046 VF VF 9.560343e-01 4.094228e-02 3.018159e-03 5.219952e-06 Fold04
1047 VF F 4.024636e-01 5.201454e-01 7.346159e-02 3.929330e-03 Fold04
1048 VF F 3.983631e-01 5.229582e-01 7.419519e-02 4.483520e-03 Fold04
1049 VF F 4.485242e-01 4.566480e-01 9.241303e-02 2.414742e-03 Fold04
1050 VF VF 8.542799e-01 1.120422e-01 3.356851e-02 1.094160e-04 Fold04
1051 VF VF 9.428220e-01 4.867167e-02 8.493972e-03 1.236620e-05 Fold04
1052 VF VF 9.579077e-01 3.549387e-02 6.592321e-03 6.134470e-06 Fold04
1053 VF VF 9.538248e-01 4.084357e-02 5.318264e-03 1.336774e-05 Fold04
1054 VF VF 9.648597e-01 3.017644e-02 4.958754e-03 5.105878e-06 Fold04
1055 VF VF 8.463139e-01 1.204034e-01 3.316480e-02 1.178593e-04 Fold04
1056 VF VF 8.367207e-01 1.300700e-01 3.308588e-02 1.234324e-04 Fold04
1057 VF VF 8.169434e-01 1.431333e-01 3.976275e-02 1.605350e-04 Fold04
1058 VF VF 9.866742e-01 1.271735e-02 6.077234e-04 7.127221e-07 Fold04
1059 VF VF 9.841909e-01 1.496642e-02 8.414767e-04 1.242338e-06 Fold04
1060 VF VF 9.839288e-01 1.517245e-02 8.978547e-04 9.413513e-07 Fold04
1061 VF VF 9.208087e-01 6.300970e-02 1.591867e-02 2.629672e-04 Fold04
1062 VF VF 9.882166e-01 1.130100e-02 4.819190e-04 5.097991e-07 Fold04
1063 VF VF 9.876504e-01 1.167864e-02 6.703187e-04 6.703820e-07 Fold04
1064 VF VF 9.797472e-01 1.892384e-02 1.326329e-03 2.648737e-06 Fold04
1065 VF VF 9.797240e-01 1.894494e-02 1.328423e-03 2.631827e-06 Fold04
1066 VF VF 9.799453e-01 1.872219e-02 1.330063e-03 2.411200e-06 Fold04
1067 VF VF 9.706538e-01 2.665036e-02 2.686635e-03 9.161298e-06 Fold04
1068 VF VF 9.773411e-01 2.097939e-02 1.674717e-03 4.789429e-06 Fold04
1069 VF VF 9.587211e-01 3.616167e-02 5.090470e-03 2.679516e-05 Fold04
1070 VF VF 9.714356e-01 2.613455e-02 2.421085e-03 8.722617e-06 Fold04
1071 VF VF 9.798756e-01 1.878844e-02 1.333292e-03 2.623697e-06 Fold04
1072 VF VF 9.534074e-01 4.034023e-02 6.211159e-03 4.123400e-05 Fold04
1073 VF VF 9.554464e-01 3.868621e-02 5.830376e-03 3.698824e-05 Fold04
1074 VF VF 7.058981e-01 2.655423e-01 2.842160e-02 1.380323e-04 Fold04
1075 VF VF 6.730294e-01 2.907375e-01 3.599533e-02 2.378348e-04 Fold04
1076 VF VF 5.900136e-01 3.573006e-01 5.231706e-02 3.687319e-04 Fold04
1077 VF VF 7.519954e-01 2.129942e-01 3.493095e-02 7.944730e-05 Fold04
1078 VF VF 7.275729e-01 2.375997e-01 3.472494e-02 1.024028e-04 Fold04
1079 VF VF 8.120016e-01 1.724700e-01 1.550669e-02 2.169241e-05 Fold04
1080 VF VF 8.297790e-01 1.539733e-01 1.622910e-02 1.857475e-05 Fold04
1081 VF VF 8.656607e-01 1.262700e-01 8.062868e-03 6.487603e-06 Fold04
1082 VF F 1.390873e-01 6.779899e-01 1.809609e-01 1.961909e-03 Fold04
1083 VF F 1.742615e-01 6.797750e-01 1.446255e-01 1.337943e-03 Fold04
1084 VF F 7.885064e-02 6.346601e-01 2.791928e-01 7.296469e-03 Fold04
1085 VF F 1.061842e-01 6.632031e-01 2.271859e-01 3.426801e-03 Fold04
1086 VF VF 9.312361e-01 6.472675e-02 4.023824e-03 1.333134e-05 Fold04
1087 VF VF 9.625568e-01 3.600943e-02 1.428071e-03 5.655049e-06 Fold04
1088 VF VF 9.856584e-01 1.387037e-02 4.707727e-04 4.580338e-07 Fold04
1089 VF VF 9.567771e-01 4.065650e-02 2.561280e-03 5.070758e-06 Fold04
1090 VF VF 9.918604e-01 7.878278e-03 2.611400e-04 1.413577e-07 Fold04
1091 VF VF 9.305116e-01 6.441802e-02 5.051035e-03 1.933191e-05 Fold04
1092 VF VF 9.754840e-01 2.346389e-02 1.050510e-03 1.554109e-06 Fold04
1093 VF VF 9.463898e-01 5.081244e-02 2.789981e-03 7.811681e-06 Fold04
1094 VF VF 9.675186e-01 3.059948e-02 1.877954e-03 4.004145e-06 Fold04
1095 VF VF 9.845204e-01 1.479363e-02 6.852900e-04 6.432270e-07 Fold04
1096 VF VF 9.884730e-01 1.113541e-02 3.913484e-04 2.413772e-07 Fold04
1097 VF VF 9.596102e-01 3.819908e-02 2.185512e-03 5.239654e-06 Fold04
1098 VF VF 9.931033e-01 6.705364e-03 1.912957e-04 8.175935e-08 Fold04
1099 VF VF 9.573024e-01 3.979194e-02 2.896562e-03 9.098018e-06 Fold04
1100 VF VF 9.602619e-01 3.781867e-02 1.910162e-03 9.228143e-06 Fold04
1101 VF VF 9.803101e-01 1.887708e-02 8.116109e-04 1.251663e-06 Fold04
1102 VF VF 9.850779e-01 1.428703e-02 6.341889e-04 8.878616e-07 Fold04
1103 VF VF 9.887432e-01 1.096658e-02 2.900573e-04 2.059739e-07 Fold04
1104 VF VF 9.748119e-01 2.348315e-02 1.700756e-03 4.236806e-06 Fold04
1105 VF VF 9.053934e-01 9.010106e-02 4.495938e-03 9.644080e-06 Fold04
1106 VF VF 7.248399e-01 2.702064e-01 4.940653e-03 1.300953e-05 Fold04
1107 VF VF 8.916412e-01 1.037191e-01 4.620059e-03 1.965660e-05 Fold04
1108 VF VF 9.198160e-01 7.693374e-02 3.244697e-03 5.561639e-06 Fold04
1109 VF VF 8.871361e-01 1.065072e-01 6.344281e-03 1.238284e-05 Fold04
1110 VF VF 8.971669e-01 9.751790e-02 5.302857e-03 1.233415e-05 Fold04
1111 VF VF 9.048962e-01 9.054162e-02 4.551425e-03 1.077577e-05 Fold04
1112 VF VF 9.161118e-01 8.034624e-02 3.535332e-03 6.601958e-06 Fold04
1113 VF VF 9.138958e-01 8.222272e-02 3.874517e-03 6.918695e-06 Fold04
1114 VF VF 8.562803e-01 1.366468e-01 7.032004e-03 4.092568e-05 Fold04
1115 VF VF 9.197429e-01 7.611668e-02 4.132493e-03 7.925842e-06 Fold04
1116 VF VF 9.171247e-01 7.945476e-02 3.413403e-03 7.123946e-06 Fold04
1117 VF VF 9.114867e-01 8.345696e-02 5.047097e-03 9.204820e-06 Fold04
1118 VF VF 8.866229e-01 1.083170e-01 5.035278e-03 2.482225e-05 Fold04
1119 VF VF 6.690188e-01 3.231913e-01 7.754009e-03 3.597151e-05 Fold04
1120 VF VF 9.031394e-01 9.225776e-02 4.593474e-03 9.368788e-06 Fold04
1121 VF VF 8.645700e-01 1.260869e-01 9.310860e-03 3.215975e-05 Fold04
1122 VF VF 8.611848e-01 1.293649e-01 9.415456e-03 3.480975e-05 Fold04
1123 VF VF 8.923356e-01 1.018925e-01 5.756862e-03 1.503035e-05 Fold04
1124 VF VF 9.071108e-01 8.868490e-02 4.194812e-03 9.498352e-06 Fold04
1125 VF VF 8.920809e-01 1.020695e-01 5.833948e-03 1.564449e-05 Fold04
1126 VF VF 8.939562e-01 1.003313e-01 5.697618e-03 1.487891e-05 Fold04
1127 VF VF 9.077422e-01 8.797567e-02 4.274301e-03 7.870545e-06 Fold04
1128 VF VF 8.721365e-01 1.214859e-01 6.341910e-03 3.575367e-05 Fold04
1129 VF VF 9.070680e-01 8.859348e-02 4.330629e-03 7.906743e-06 Fold04
1130 VF VF 8.983386e-01 9.502278e-02 6.624341e-03 1.423832e-05 Fold04
1131 VF VF 5.622481e-01 3.430227e-01 8.326714e-02 1.146206e-02 Fold04
1132 VF VF 6.444029e-01 3.463090e-01 9.236766e-03 5.140102e-05 Fold04
1133 VF VF 8.763533e-01 1.159404e-01 7.682867e-03 2.345142e-05 Fold04
1134 VF VF 8.767258e-01 1.155498e-01 7.701141e-03 2.326043e-05 Fold04
1135 VF VF 8.764988e-01 1.157472e-01 7.731106e-03 2.289460e-05 Fold04
1136 VF VF 8.817641e-01 1.111410e-01 7.073198e-03 2.178251e-05 Fold04
1137 VF VF 8.785576e-01 1.139547e-01 7.464918e-03 2.280785e-05 Fold04
1138 VF VF 8.940590e-01 9.835130e-02 7.570600e-03 1.905690e-05 Fold04
1139 VF VF 6.183442e-01 3.705538e-01 1.102792e-02 7.404197e-05 Fold04
1140 VF VF 6.561446e-01 2.909416e-01 4.866451e-02 4.249312e-03 Fold04
1141 VF VF 6.138994e-01 3.746599e-01 1.136196e-02 7.880931e-05 Fold04
1142 VF VF 8.501724e-01 1.410172e-01 8.743783e-03 6.668391e-05 Fold04
1143 VF VF 6.123078e-01 3.761399e-01 1.147193e-02 8.039090e-05 Fold04
1144 VF VF 9.062039e-01 8.942879e-02 4.358655e-03 8.668332e-06 Fold04
1145 VF VF 9.101912e-01 8.573065e-02 4.070183e-03 7.917182e-06 Fold04
1146 VF VF 8.786620e-01 1.139258e-01 7.392613e-03 1.954940e-05 Fold04
1147 VF VF 8.981703e-01 9.778552e-02 4.027871e-03 1.635622e-05 Fold04
1148 VF VF 8.279667e-01 1.585132e-01 1.339939e-02 1.207447e-04 Fold04
1149 VF VF 8.551195e-01 1.341901e-01 1.064409e-02 4.634080e-05 Fold04
1150 VF VF 8.862436e-01 1.089078e-01 4.827013e-03 2.156779e-05 Fold04
1151 VF VF 9.199269e-01 7.686812e-02 3.199522e-03 5.431105e-06 Fold04
1152 VF VF 8.766466e-01 1.156226e-01 7.709056e-03 2.169074e-05 Fold04
1153 VF VF 8.725806e-01 1.192799e-01 8.116388e-03 2.309909e-05 Fold04
1154 VF VF 9.106451e-01 8.537347e-02 3.976342e-03 5.043963e-06 Fold04
1155 VF VF 8.582263e-01 1.324620e-01 9.234065e-03 7.763589e-05 Fold04
1156 VF VF 9.639168e-01 3.463475e-02 1.447392e-03 1.067201e-06 Fold04
1157 VF VF 9.519173e-01 4.583625e-02 2.244499e-03 1.972510e-06 Fold04
1158 VF VF 9.308866e-01 6.347862e-02 5.621150e-03 1.363726e-05 Fold04
1159 VF VF 9.411366e-01 5.585819e-02 3.002042e-03 3.192009e-06 Fold04
1160 VF VF 9.217358e-01 7.306731e-02 5.189266e-03 7.617206e-06 Fold04
1161 VF VF 9.621897e-01 3.622772e-02 1.581343e-03 1.256631e-06 Fold04
1162 VF VF 9.805010e-01 1.874137e-02 7.573463e-04 3.280279e-07 Fold04
1163 VF VF 9.159188e-01 7.988790e-02 4.181394e-03 1.188657e-05 Fold04
1164 VF VF 8.902166e-01 1.012664e-01 8.498562e-03 1.839318e-05 Fold04
1165 VF VF 9.773114e-01 2.201317e-02 6.751738e-04 2.919907e-07 Fold04
1166 VF VF 8.557715e-01 1.224370e-01 2.122121e-02 5.703154e-04 Fold04
1167 VF VF 7.793771e-01 1.804575e-01 3.877004e-02 1.395403e-03 Fold04
1168 VF VF 9.671867e-01 3.162426e-02 1.187242e-03 1.807285e-06 Fold04
1169 VF VF 8.370633e-01 1.494222e-01 1.347841e-02 3.613001e-05 Fold04
1170 VF VF 8.785756e-01 1.105459e-01 1.084748e-02 3.099234e-05 Fold04
1171 VF VF 9.765783e-01 2.239927e-02 1.021927e-03 4.527373e-07 Fold04
1172 VF VF 9.204351e-01 7.511103e-02 4.439415e-03 1.444528e-05 Fold04
1173 VF VF 7.490162e-01 2.291696e-01 2.173362e-02 8.063904e-05 Fold04
1174 VF VF 9.657924e-01 3.288728e-02 1.319455e-03 9.029590e-07 Fold04
1175 VF VF 9.252672e-01 6.895248e-02 5.768639e-03 1.172918e-05 Fold04
1176 VF VF 9.702317e-01 2.883237e-02 9.349599e-04 9.713495e-07 Fold04
1177 VF F 1.073563e-01 7.584374e-01 1.336799e-01 5.264300e-04 Fold04
1178 VF F 1.194957e-01 7.609080e-01 1.192022e-01 3.940765e-04 Fold04
1179 VF F 5.607753e-02 7.304695e-01 2.121608e-01 1.292225e-03 Fold04
1180 VF F 9.477878e-02 7.565455e-01 1.480428e-01 6.328549e-04 Fold04
1181 VF F 7.761712e-02 7.418849e-01 1.795383e-01 9.596590e-04 Fold04
1182 VF VF 7.281280e-01 2.540134e-01 1.781699e-02 4.161407e-05 Fold04
1183 VF VF 6.329862e-01 3.124071e-01 5.448141e-02 1.252252e-04 Fold04
1184 VF VF 6.058137e-01 3.409729e-01 5.305457e-02 1.588545e-04 Fold04
1185 VF VF 6.013546e-01 3.420630e-01 5.641810e-02 1.642219e-04 Fold04
1186 VF VF 7.540775e-01 2.240403e-01 2.186204e-02 2.016545e-05 Fold04
1187 VF VF 7.313800e-01 2.507736e-01 1.780594e-02 4.039136e-05 Fold04
1188 VF VF 6.341736e-01 3.371841e-01 2.855141e-02 9.096713e-05 Fold04
1189 VF VF 7.316192e-01 2.429638e-01 2.539223e-02 2.474358e-05 Fold04
1190 VF VF 6.605708e-01 3.032062e-01 3.616202e-02 6.093159e-05 Fold04
1191 VF VF 6.743991e-01 3.001131e-01 2.541639e-02 7.140347e-05 Fold04
1192 VF VF 6.722327e-01 3.022636e-01 2.542983e-02 7.385872e-05 Fold04
1193 VF VF 7.138924e-01 2.674151e-01 1.865088e-02 4.169724e-05 Fold04
1194 VF VF 7.953357e-01 1.923854e-01 1.226872e-02 1.018115e-05 Fold04
1195 VF VF 7.949116e-01 1.925073e-01 1.257137e-02 9.812698e-06 Fold04
1196 VF VF 7.656067e-01 2.177809e-01 1.659596e-02 1.645208e-05 Fold04
1197 VF VF 6.757429e-01 2.928918e-01 3.131422e-02 5.111241e-05 Fold04
1198 VF VF 7.023233e-01 2.645291e-01 3.310419e-02 4.338658e-05 Fold04
1199 VF VF 7.296353e-01 2.418644e-01 2.846242e-02 3.784495e-05 Fold04
1200 VF VF 5.759153e-01 3.666233e-01 5.731145e-02 1.499210e-04 Fold04
1201 VF VF 7.635380e-01 2.163151e-01 2.013032e-02 1.662757e-05 Fold04
1202 VF VF 7.351508e-01 2.466174e-01 1.821288e-02 1.897018e-05 Fold04
1203 VF VF 6.807021e-01 2.872875e-01 3.194549e-02 6.497676e-05 Fold04
1204 VF VF 6.242511e-01 3.399584e-01 3.564544e-02 1.450064e-04 Fold04
1205 VF VF 7.956550e-01 1.920022e-01 1.233245e-02 1.038600e-05 Fold04
1206 VF VF 6.796393e-01 2.802785e-01 4.001345e-02 6.875847e-05 Fold04
1207 VF VF 6.815216e-01 2.794469e-01 3.896348e-02 6.808197e-05 Fold04
1208 VF VF 5.850906e-01 3.567973e-01 5.792817e-02 1.840026e-04 Fold04
1209 VF VF 6.180350e-01 3.432023e-01 3.858186e-02 1.808121e-04 Fold04
1210 VF VF 7.776949e-01 2.038980e-01 1.839236e-02 1.468974e-05 Fold04
1211 VF VF 6.843413e-01 2.852120e-01 3.037272e-02 7.394554e-05 Fold04
1212 VF VF 6.820901e-01 2.870054e-01 3.082830e-02 7.616619e-05 Fold04
1213 VF VF 6.058583e-01 3.443860e-01 4.960420e-02 1.515114e-04 Fold04
1214 VF VF 7.703290e-01 2.145159e-01 1.514152e-02 1.358349e-05 Fold04
1215 VF VF 8.149603e-01 1.717983e-01 1.323496e-02 6.456374e-06 Fold04
1216 VF VF 7.154432e-01 2.588317e-01 2.569180e-02 3.329383e-05 Fold04
1217 VF F 9.024441e-02 7.936440e-01 1.123278e-01 3.783804e-03 Fold04
1218 VF F 8.113302e-02 7.881386e-01 1.269021e-01 3.826363e-03 Fold04
1219 F VF 9.128025e-01 7.843247e-02 8.680453e-03 8.456227e-05 Fold04
1220 F M 1.996093e-02 5.161912e-02 9.247519e-01 3.668002e-03 Fold04
1221 F F 4.319464e-01 4.922443e-01 7.259712e-02 3.212093e-03 Fold04
1222 F F 4.262223e-01 4.829283e-01 8.879164e-02 2.057863e-03 Fold04
1223 F F 3.532215e-01 5.284608e-01 1.140785e-01 4.239223e-03 Fold04
1224 F F 3.046457e-01 5.467679e-01 1.411733e-01 7.413074e-03 Fold04
1225 F M 1.498314e-01 1.450312e-01 4.496056e-01 2.555318e-01 Fold04
1226 F M 1.007316e-01 1.174164e-01 5.562805e-01 2.255715e-01 Fold04
1227 F VF 6.200583e-01 3.263891e-01 5.322428e-02 3.283264e-04 Fold04
1228 F VF 6.633522e-01 3.152356e-01 1.986624e-02 1.545986e-03 Fold04
1229 F VF 7.996571e-01 1.766726e-01 2.364665e-02 2.364052e-05 Fold04
1230 F F 9.292083e-02 6.561271e-01 2.466127e-01 4.339438e-03 Fold04
1231 F F 8.273533e-02 6.464751e-01 2.656857e-01 5.103827e-03 Fold04
1232 F F 1.213971e-01 6.817647e-01 1.939767e-01 2.861511e-03 Fold04
1233 F F 6.879513e-02 6.301348e-01 2.940248e-01 7.045216e-03 Fold04
1234 F F 1.300063e-01 6.766513e-01 1.911978e-01 2.144647e-03 Fold04
1235 F F 1.347806e-01 6.780367e-01 1.850224e-01 2.160433e-03 Fold04
1236 F F 1.304248e-01 6.769431e-01 1.904636e-01 2.168423e-03 Fold04
1237 F F 1.555538e-01 6.819247e-01 1.609369e-01 1.584638e-03 Fold04
1238 F VF 8.527355e-01 1.332586e-01 1.394458e-02 6.133981e-05 Fold04
1239 F VF 8.867293e-01 1.070325e-01 6.214211e-03 2.403136e-05 Fold04
1240 F VF 7.086915e-01 2.465422e-01 4.419842e-02 5.678569e-04 Fold04
1241 F VF 8.096465e-01 1.714833e-01 1.872457e-02 1.457144e-04 Fold04
1242 F VF 8.891818e-01 9.783132e-02 1.297105e-02 1.580939e-05 Fold04
1243 F VF 5.879235e-01 3.304124e-01 7.263709e-02 9.026970e-03 Fold04
1244 F VF 8.882438e-01 1.057035e-01 6.037820e-03 1.487386e-05 Fold04
1245 F VF 9.018274e-01 9.133489e-02 6.825806e-03 1.191152e-05 Fold04
1246 F VF 8.767679e-01 1.160621e-01 7.152208e-03 1.783365e-05 Fold04
1247 F VF 8.650968e-01 1.259030e-01 8.968789e-03 3.148272e-05 Fold04
1248 F VF 8.787157e-01 1.156548e-01 5.600874e-03 2.869510e-05 Fold04
1249 F VF 8.687502e-01 1.249336e-01 6.281697e-03 3.451903e-05 Fold04
1250 F VF 9.010662e-01 9.289632e-02 6.026014e-03 1.146598e-05 Fold04
1251 F L 1.936798e-02 6.230156e-02 7.461608e-02 8.437144e-01 Fold04
1252 F L 1.922193e-02 6.198429e-02 7.437094e-02 8.444228e-01 Fold04
1253 F VF 8.743062e-01 1.178153e-01 7.854142e-03 2.428535e-05 Fold04
1254 F VF 8.740579e-01 1.196471e-01 6.246719e-03 4.822180e-05 Fold04
1255 F VF 6.046067e-01 3.832935e-01 1.199832e-02 1.014281e-04 Fold04
1256 F VF 6.030975e-01 3.846830e-01 1.211591e-02 1.035081e-04 Fold04
1257 F VF 6.028416e-01 3.849261e-01 1.212855e-02 1.037016e-04 Fold04
1258 F VF 6.012674e-01 3.863643e-01 1.226212e-02 1.061686e-04 Fold04
1259 F VF 5.697516e-01 4.151412e-01 1.494652e-02 1.607459e-04 Fold04
1260 F VF 8.140425e-01 1.718580e-01 1.393191e-02 1.675634e-04 Fold04
1261 F VF 7.965992e-01 1.868631e-01 1.630376e-02 2.340099e-04 Fold04
1262 F VF 8.024273e-01 1.770249e-01 2.042866e-02 1.191161e-04 Fold04
1263 F VF 8.870843e-01 1.053146e-01 7.562421e-03 3.865051e-05 Fold04
1264 F VF 7.908417e-01 1.840245e-01 2.494983e-02 1.840392e-04 Fold04
1265 F F 1.066402e-01 7.508638e-01 1.419875e-01 5.085222e-04 Fold04
1266 F F 5.949727e-02 7.283098e-01 2.107849e-01 1.408053e-03 Fold04
1267 F F 1.042536e-01 7.575108e-01 1.377011e-01 5.344896e-04 Fold04
1268 F F 7.940113e-02 7.529101e-01 1.668303e-01 8.584882e-04 Fold04
1269 F F 3.529485e-02 7.179872e-01 2.354686e-01 1.124929e-02 Fold04
1270 F F 8.124147e-02 7.281058e-01 1.898149e-01 8.378103e-04 Fold04
1271 F F 4.286197e-02 6.679111e-01 2.870335e-01 2.193442e-03 Fold04
1272 F F 6.849180e-02 7.450171e-01 1.853938e-01 1.097342e-03 Fold04
1273 F F 7.843523e-02 7.546153e-01 1.660482e-01 9.012796e-04 Fold04
1274 F F 8.077909e-02 7.588665e-01 1.594701e-01 8.843804e-04 Fold04
1275 F F 4.592777e-02 7.098572e-01 2.420466e-01 2.168378e-03 Fold04
1276 F F 4.576100e-02 7.082984e-01 2.437354e-01 2.205175e-03 Fold04
1277 F F 5.686209e-02 7.335308e-01 2.081897e-01 1.417442e-03 Fold04
1278 F F 7.115522e-02 7.102867e-01 2.174243e-01 1.133868e-03 Fold04
1279 F F 8.113173e-02 7.127768e-01 2.049846e-01 1.106934e-03 Fold04
1280 F F 4.149896e-02 6.936841e-01 2.619102e-01 2.906704e-03 Fold04
1281 F F 3.970360e-02 6.881539e-01 2.692277e-01 2.914819e-03 Fold04
1282 F F 9.306375e-02 7.849439e-01 1.208512e-01 1.141115e-03 Fold04
1283 F F 6.768462e-02 7.411896e-01 1.896946e-01 1.431158e-03 Fold04
1284 F F 7.320005e-02 7.396520e-01 1.858772e-01 1.270728e-03 Fold04
1285 F F 9.966099e-02 7.595644e-01 1.401269e-01 6.476749e-04 Fold04
1286 F F 1.160321e-01 7.579404e-01 1.256277e-01 3.998270e-04 Fold04
1287 F F 6.308465e-02 6.946210e-01 2.406122e-01 1.682162e-03 Fold04
1288 F F 3.881023e-02 6.778948e-01 2.794784e-01 3.816520e-03 Fold04
1289 F F 1.092200e-01 7.295964e-01 1.606726e-01 5.110417e-04 Fold04
1290 F VF 7.505512e-01 2.306015e-01 1.882633e-02 2.092400e-05 Fold04
1291 F VF 6.238656e-01 3.336202e-01 4.243229e-02 8.186488e-05 Fold04
1292 F VF 6.208683e-01 3.352387e-01 4.380218e-02 9.075712e-05 Fold04
1293 F VF 6.611326e-01 2.936307e-01 4.518340e-02 5.336803e-05 Fold04
1294 F F 3.962879e-01 4.783813e-01 1.200847e-01 5.246080e-03 Fold04
1295 F F 3.966108e-01 4.783915e-01 1.197843e-01 5.213474e-03 Fold04
1296 F F 3.918280e-01 4.538552e-01 1.484856e-01 5.831220e-03 Fold04
1297 F VF 4.940496e-01 4.294582e-01 7.619582e-02 2.964472e-04 Fold04
1298 F VF 6.381803e-01 3.214420e-01 4.028412e-02 9.355571e-05 Fold04
1299 F VF 6.400545e-01 3.191639e-01 4.064742e-02 1.341889e-04 Fold04
1300 F VF 4.964986e-01 4.145982e-01 8.835640e-02 5.468109e-04 Fold04
1301 F VF 5.728023e-01 3.668794e-01 6.005250e-02 2.657819e-04 Fold04
1302 F F 7.098955e-02 7.842913e-01 1.388010e-01 5.918162e-03 Fold04
1303 F F 8.976533e-02 7.914803e-01 1.155898e-01 3.164590e-03 Fold04
1304 F F 6.999833e-02 7.576769e-01 1.651579e-01 7.166889e-03 Fold04
1305 F F 7.343974e-02 7.891014e-01 1.313486e-01 6.110205e-03 Fold04
1306 F F 7.379105e-02 7.893433e-01 1.308136e-01 6.052038e-03 Fold04
1307 F F 6.072570e-02 7.755125e-01 1.548759e-01 8.885965e-03 Fold04
1308 F F 5.855020e-02 7.737522e-01 1.585161e-01 9.181537e-03 Fold04
1309 F F 6.496296e-02 7.519173e-01 1.754434e-01 7.676244e-03 Fold04
1310 F F 6.006373e-02 7.758442e-01 1.551280e-01 8.964078e-03 Fold04
1311 F F 1.864899e-02 5.979236e-01 2.831926e-01 1.002348e-01 Fold04
1312 F F 5.756167e-02 7.723675e-01 1.606955e-01 9.375405e-03 Fold04
1313 F F 1.877998e-02 6.003741e-01 2.812219e-01 9.962403e-02 Fold04
1314 F F 6.321221e-02 7.495536e-01 1.789664e-01 8.267785e-03 Fold04
1315 F F 5.740976e-02 7.682985e-01 1.640102e-01 1.028158e-02 Fold04
1316 F F 3.386126e-02 6.998210e-01 2.170429e-01 4.927482e-02 Fold04
1317 F F 2.912383e-02 6.449474e-01 2.696263e-01 5.630243e-02 Fold04
1318 F F 2.912701e-02 6.464683e-01 2.676084e-01 5.679624e-02 Fold04
1319 F F 4.727081e-02 7.822910e-01 1.489883e-01 2.144985e-02 Fold04
1320 F F 8.769177e-02 7.988799e-01 1.097380e-01 3.690307e-03 Fold04
1321 F F 7.911210e-02 7.904392e-01 1.255010e-01 4.947685e-03 Fold04
1322 F F 3.654909e-02 7.630191e-01 1.692556e-01 3.117621e-02 Fold04
1323 F F 5.910244e-02 7.376326e-01 1.921041e-01 1.116087e-02 Fold04
1324 F F 8.089051e-02 7.900485e-01 1.242170e-01 4.843980e-03 Fold04
1325 F F 3.340599e-02 7.272090e-01 1.930365e-01 4.634851e-02 Fold04
1326 F M 4.307330e-04 2.495340e-02 9.558944e-01 1.872149e-02 Fold04
1327 M F 2.956260e-01 5.552362e-01 1.414121e-01 7.725724e-03 Fold04
1328 M VF 4.829384e-01 4.357774e-01 7.991814e-02 1.366030e-03 Fold04
1329 M M 5.066402e-02 8.067164e-02 5.054706e-01 3.631937e-01 Fold04
1330 M F 1.567516e-01 4.628297e-01 2.707526e-01 1.096661e-01 Fold04
1331 M F 2.742101e-01 5.420220e-01 1.778732e-01 5.894696e-03 Fold04
1332 M M 9.153815e-04 1.480698e-02 9.825682e-01 1.709436e-03 Fold04
1333 M F 7.595158e-02 6.399507e-01 2.779878e-01 6.109943e-03 Fold04
1334 M M 3.694707e-02 3.524006e-01 6.053621e-01 5.290215e-03 Fold04
1335 M L 3.303967e-04 3.629088e-02 2.830420e-01 6.803367e-01 Fold04
1336 M L 1.252217e-04 2.033098e-02 1.818637e-01 7.976801e-01 Fold04
1337 M F 1.074441e-01 6.272058e-01 2.613709e-01 3.979226e-03 Fold04
1338 M F 5.146101e-02 6.016517e-01 3.346702e-01 1.221705e-02 Fold04
1339 M M 1.782747e-04 6.840549e-03 9.884244e-01 4.556801e-03 Fold04
1340 M F 1.111652e-01 7.037419e-01 1.806681e-01 4.424861e-03 Fold04
1341 M VF 8.702941e-01 1.211282e-01 8.550503e-03 2.722259e-05 Fold04
1342 M VF 8.801721e-01 1.130406e-01 6.756414e-03 3.093120e-05 Fold04
1343 M VF 8.259951e-01 1.552294e-01 1.866082e-02 1.146301e-04 Fold04
1344 M M 1.954360e-02 3.009956e-01 4.330054e-01 2.464554e-01 Fold04
1345 M F 2.403299e-01 4.031951e-01 2.735298e-01 8.294520e-02 Fold04
1346 M F 1.541818e-02 4.999937e-01 4.166928e-01 6.789537e-02 Fold04
1347 M F 4.299353e-02 6.919680e-01 2.621376e-01 2.900884e-03 Fold04
1348 M F 9.182718e-02 7.846332e-01 1.223728e-01 1.166806e-03 Fold04
1349 M F 4.369252e-02 7.214107e-01 2.300306e-01 4.866203e-03 Fold04
1350 M F 2.481928e-02 6.570951e-01 3.122107e-01 5.874905e-03 Fold04
1351 M M 5.208726e-02 5.183565e-02 8.959241e-01 1.530123e-04 Fold04
1352 M VF 8.169950e-01 1.699907e-01 1.300712e-02 7.178258e-06 Fold04
1353 M F 1.164671e-01 4.417846e-01 4.149423e-01 2.680597e-02 Fold04
1354 M M 3.716724e-02 2.866859e-01 4.420779e-01 2.340689e-01 Fold04
1355 M M 4.509053e-02 2.663740e-01 5.661692e-01 1.223663e-01 Fold04
1356 M F 4.580473e-01 4.684776e-01 7.320374e-02 2.713666e-04 Fold04
1357 M VF 5.910763e-01 3.629874e-01 4.569391e-02 2.424085e-04 Fold04
1358 M F 7.344938e-02 7.956500e-01 1.260234e-01 4.877253e-03 Fold04
1359 M F 4.672467e-02 7.521511e-01 1.877590e-01 1.336524e-02 Fold04
1360 M F 4.376704e-02 7.495884e-01 1.922285e-01 1.441604e-02 Fold04
1361 M F 4.222282e-02 7.487576e-01 1.941984e-01 1.482117e-02 Fold04
1362 M F 2.548889e-02 5.553673e-01 3.971220e-01 2.202181e-02 Fold04
1363 M F 1.688410e-02 5.794174e-01 2.941242e-01 1.095743e-01 Fold04
1364 M F 2.742781e-02 6.141310e-01 3.037828e-01 5.465836e-02 Fold04
1365 M F 2.751481e-02 6.324279e-01 2.872637e-01 5.279361e-02 Fold04
1366 M F 3.762316e-02 7.211632e-01 2.193064e-01 2.190717e-02 Fold04
1367 M F 3.847080e-02 7.240698e-01 2.162147e-01 2.124472e-02 Fold04
1368 L L 3.080997e-03 3.035189e-02 2.378548e-01 7.287123e-01 Fold04
1369 L M 5.348338e-02 3.140373e-01 4.609642e-01 1.715151e-01 Fold04
1370 L M 4.170915e-02 2.936725e-01 4.669960e-01 1.976224e-01 Fold04
1371 L L 4.087309e-06 1.050384e-03 8.557372e-03 9.903882e-01 Fold04
1372 L F 9.033795e-02 6.617906e-01 2.434321e-01 4.439302e-03 Fold04
1373 L L 1.143324e-04 1.939195e-02 1.764739e-01 8.040198e-01 Fold04
1374 L L 1.782566e-04 2.729675e-02 2.060178e-01 7.665072e-01 Fold04
1375 L VF 5.084804e-01 3.587676e-01 1.242818e-01 8.470145e-03 Fold04
1376 L F 3.407465e-01 4.018003e-01 2.322666e-01 2.518663e-02 Fold04
1377 L VF 8.734669e-01 1.178920e-01 8.618906e-03 2.215615e-05 Fold04
1378 L M 2.970181e-02 2.641481e-01 5.369723e-01 1.691778e-01 Fold04
1379 L M 4.232681e-02 2.601169e-01 5.768431e-01 1.207132e-01 Fold04
1380 L F 2.443368e-02 6.095882e-01 3.122888e-01 5.368937e-02 Fold04
1381 L L 2.096729e-06 7.775258e-04 3.644602e-03 9.955758e-01 Fold04
1382 L L 7.758935e-07 3.751443e-04 1.330338e-03 9.982937e-01 Fold04
1383 L L 1.507153e-06 6.759062e-04 2.949761e-03 9.963728e-01 Fold04
1384 L L 1.490250e-06 6.705522e-04 2.934903e-03 9.963931e-01 Fold04
1385 L L 2.243900e-06 8.651784e-04 3.243278e-03 9.958893e-01 Fold04
1386 L L 2.241632e-06 8.646623e-04 3.241633e-03 9.958915e-01 Fold04
1387 L L 2.274129e-06 8.736200e-04 3.263240e-03 9.958609e-01 Fold04
1388 L L 2.244359e-06 8.614024e-04 3.212429e-03 9.959239e-01 Fold04
1389 VF VF 9.605942e-01 3.705498e-02 2.348191e-03 2.609714e-06 Fold05
1390 VF VF 9.587613e-01 3.752252e-02 3.711380e-03 4.783782e-06 Fold05
1391 VF VF 9.408962e-01 5.456370e-02 4.532461e-03 7.638048e-06 Fold05
1392 VF VF 9.387705e-01 5.394102e-02 7.270201e-03 1.825200e-05 Fold05
1393 VF VF 9.497857e-01 4.652623e-02 3.680317e-03 7.777788e-06 Fold05
1394 VF VF 9.496156e-01 4.668136e-02 3.695167e-03 7.834083e-06 Fold05
1395 VF VF 9.576951e-01 3.935446e-02 2.945176e-03 5.261404e-06 Fold05
1396 VF F 3.771941e-01 5.415848e-01 8.001618e-02 1.204926e-03 Fold05
1397 VF VF 8.173887e-01 1.520716e-01 3.041367e-02 1.260751e-04 Fold05
1398 VF VF 8.481571e-01 1.248791e-01 2.681460e-02 1.492027e-04 Fold05
1399 VF VF 8.709345e-01 1.049746e-01 2.388228e-02 2.086012e-04 Fold05
1400 VF VF 8.971459e-01 8.702092e-02 1.576983e-02 6.330088e-05 Fold05
1401 VF VF 8.993503e-01 8.397465e-02 1.655055e-02 1.244949e-04 Fold05
1402 VF VF 9.345176e-01 5.528516e-02 1.017261e-02 2.463040e-05 Fold05
1403 VF VF 9.799064e-01 1.855346e-02 1.538123e-03 2.055565e-06 Fold05
1404 VF VF 9.837202e-01 1.549661e-02 7.820243e-04 1.174037e-06 Fold05
1405 VF VF 9.828406e-01 1.631922e-02 8.391734e-04 1.028805e-06 Fold05
1406 VF VF 9.847565e-01 1.426197e-02 9.806897e-04 8.364112e-07 Fold05
1407 VF VF 9.868735e-01 1.240058e-02 7.254995e-04 4.679031e-07 Fold05
1408 VF VF 9.876059e-01 1.192559e-02 4.681797e-04 3.012926e-07 Fold05
1409 VF VF 9.874974e-01 1.202447e-02 4.778429e-04 3.134558e-07 Fold05
1410 VF VF 9.803766e-01 1.842529e-02 1.196068e-03 2.094174e-06 Fold05
1411 VF VF 9.024823e-01 7.342144e-02 2.201643e-02 2.079794e-03 Fold05
1412 VF VF 9.847317e-01 1.456726e-02 7.003237e-04 7.386442e-07 Fold05
1413 VF VF 9.673771e-01 2.962935e-02 2.981781e-03 1.177279e-05 Fold05
1414 VF VF 9.821668e-01 1.682260e-02 1.009938e-03 6.822031e-07 Fold05
1415 VF VF 6.385471e-01 3.203244e-01 4.092348e-02 2.049940e-04 Fold05
1416 VF VF 6.793888e-01 2.814869e-01 3.900031e-02 1.239612e-04 Fold05
1417 VF VF 5.405701e-01 4.002918e-01 5.874069e-02 3.975035e-04 Fold05
1418 VF VF 6.695289e-01 2.981114e-01 3.225483e-02 1.049423e-04 Fold05
1419 VF VF 6.819446e-01 2.852407e-01 3.270377e-02 1.108895e-04 Fold05
1420 VF VF 7.052342e-01 2.572191e-01 3.743872e-02 1.080039e-04 Fold05
1421 VF VF 6.014200e-01 3.338460e-01 6.438894e-02 3.450689e-04 Fold05
1422 VF VF 7.082463e-01 2.637462e-01 2.791801e-02 8.941041e-05 Fold05
1423 VF VF 4.609017e-01 4.301743e-01 1.064810e-01 2.442903e-03 Fold05
1424 VF VF 7.262305e-01 2.440273e-01 2.968968e-02 5.252876e-05 Fold05
1425 VF VF 6.730200e-01 2.890384e-01 3.784563e-02 9.596018e-05 Fold05
1426 VF VF 7.863537e-01 1.971076e-01 1.651541e-02 2.328541e-05 Fold05
1427 VF VF 6.461757e-01 2.854516e-01 6.818657e-02 1.861247e-04 Fold05
1428 VF VF 7.704952e-01 2.102571e-01 1.922144e-02 2.633121e-05 Fold05
1429 VF VF 7.882058e-01 1.968578e-01 1.492084e-02 1.553402e-05 Fold05
1430 VF VF 7.622867e-01 2.108317e-01 2.684758e-02 3.400789e-05 Fold05
1431 VF VF 8.172007e-01 1.650924e-01 1.769252e-02 1.440867e-05 Fold05
1432 VF VF 7.408474e-01 2.285996e-01 3.050875e-02 4.420517e-05 Fold05
1433 VF VF 8.479173e-01 1.440116e-01 8.066713e-03 4.375903e-06 Fold05
1434 VF VF 7.151165e-01 2.473422e-01 3.747496e-02 6.628851e-05 Fold05
1435 VF VF 8.092656e-01 1.773600e-01 1.335666e-02 1.782436e-05 Fold05
1436 VF VF 7.330243e-01 2.422536e-01 2.467551e-02 4.664131e-05 Fold05
1437 VF F 1.894177e-01 6.485925e-01 1.613006e-01 6.891717e-04 Fold05
1438 VF F 1.661467e-01 6.172565e-01 2.157185e-01 8.783162e-04 Fold05
1439 VF F 1.674387e-01 6.105224e-01 2.211068e-01 9.321038e-04 Fold05
1440 VF VF 9.541234e-01 4.137451e-02 4.484258e-03 1.780230e-05 Fold05
1441 VF VF 9.197979e-01 7.410014e-02 6.091978e-03 1.001248e-05 Fold05
1442 VF VF 9.793899e-01 1.993492e-02 6.743044e-04 8.563704e-07 Fold05
1443 VF VF 9.883019e-01 1.140376e-02 2.941569e-04 1.500502e-07 Fold05
1444 VF VF 8.985543e-01 9.162026e-02 9.796020e-03 2.944233e-05 Fold05
1445 VF VF 9.816609e-01 1.776049e-02 5.778515e-04 7.188157e-07 Fold05
1446 VF VF 9.929870e-01 6.885199e-03 1.277455e-04 3.876489e-08 Fold05
1447 VF VF 9.896612e-01 1.011202e-02 2.267202e-04 9.082600e-08 Fold05
1448 VF VF 9.493790e-01 4.814020e-02 2.474535e-03 6.273977e-06 Fold05
1449 VF VF 9.714688e-01 2.738950e-02 1.140221e-03 1.520983e-06 Fold05
1450 VF VF 9.447115e-01 5.105211e-02 4.227618e-03 8.821712e-06 Fold05
1451 VF VF 9.727513e-01 2.621851e-02 1.029171e-03 1.022096e-06 Fold05
1452 VF VF 9.860962e-01 1.352065e-02 3.828922e-04 2.368695e-07 Fold05
1453 VF VF 9.384028e-01 5.811573e-02 3.474913e-03 6.543775e-06 Fold05
1454 VF VF 9.555687e-01 3.966139e-02 4.639170e-03 1.306932e-04 Fold05
1455 VF VF 9.730387e-01 2.537844e-02 1.581120e-03 1.759652e-06 Fold05
1456 VF VF 9.882780e-01 1.127634e-02 4.453514e-04 2.667153e-07 Fold05
1457 VF VF 9.746762e-01 2.403484e-02 1.287701e-03 1.300389e-06 Fold05
1458 VF VF 7.964857e-01 1.782295e-01 2.517377e-02 1.110753e-04 Fold05
1459 VF VF 9.828241e-01 1.662624e-02 5.491622e-04 4.646083e-07 Fold05
1460 VF VF 9.921165e-01 7.664906e-03 2.185630e-04 7.096868e-08 Fold05
1461 VF VF 9.206628e-01 7.783154e-02 1.502193e-03 3.437319e-06 Fold05
1462 VF VF 9.818161e-01 1.754799e-02 6.352958e-04 6.234136e-07 Fold05
1463 VF VF 9.599543e-01 3.780587e-02 2.232317e-03 7.524170e-06 Fold05
1464 VF VF 9.766459e-01 2.260257e-02 7.509603e-04 5.494110e-07 Fold05
1465 VF VF 9.924279e-01 7.371807e-03 2.002420e-04 4.448679e-08 Fold05
1466 VF VF 9.059503e-01 8.839929e-02 5.636463e-03 1.398439e-05 Fold05
1467 VF VF 9.140985e-01 8.222634e-02 3.670766e-03 4.380510e-06 Fold05
1468 VF VF 8.762112e-01 1.150376e-01 8.733080e-03 1.813536e-05 Fold05
1469 VF VF 7.112422e-01 2.838292e-01 4.920770e-03 7.833260e-06 Fold05
1470 VF VF 7.654011e-01 2.072108e-01 2.724605e-02 1.420676e-04 Fold05
1471 VF VF 9.159304e-01 8.072922e-02 3.336338e-03 4.093723e-06 Fold05
1472 VF VF 9.257768e-01 7.046938e-02 3.751027e-03 2.748602e-06 Fold05
1473 VF VF 8.847080e-01 1.100048e-01 5.276939e-03 1.033452e-05 Fold05
1474 VF VF 8.841003e-01 1.084993e-01 7.390424e-03 9.910193e-06 Fold05
1475 VF VF 8.993905e-01 9.502287e-02 5.579824e-03 6.809443e-06 Fold05
1476 VF VF 9.109510e-01 8.545602e-02 3.588383e-03 4.638360e-06 Fold05
1477 VF VF 8.745916e-01 1.188221e-01 6.565409e-03 2.091870e-05 Fold05
1478 VF VF 8.809759e-01 1.140582e-01 4.958681e-03 7.218492e-06 Fold05
1479 VF VF 8.587343e-01 1.348737e-01 6.381421e-03 1.060105e-05 Fold05
1480 VF VF 6.925381e-01 3.000082e-01 7.428510e-03 2.517814e-05 Fold05
1481 VF VF 8.808677e-01 1.128306e-01 6.281471e-03 2.020287e-05 Fold05
1482 VF VF 8.754112e-01 1.184832e-01 6.087326e-03 1.821200e-05 Fold05
1483 VF VF 9.186737e-01 7.840727e-02 2.915949e-03 3.029723e-06 Fold05
1484 VF VF 8.524990e-01 1.364599e-01 1.101363e-02 2.744678e-05 Fold05
1485 VF VF 8.932771e-01 1.001445e-01 6.568757e-03 9.666910e-06 Fold05
1486 VF VF 8.818495e-01 1.113195e-01 6.817174e-03 1.389294e-05 Fold05
1487 VF VF 8.574410e-01 1.309165e-01 1.161023e-02 3.229571e-05 Fold05
1488 VF VF 8.765250e-01 1.165806e-01 6.869813e-03 2.452059e-05 Fold05
1489 VF VF 8.964766e-01 9.871244e-02 4.803151e-03 7.790342e-06 Fold05
1490 VF VF 8.767053e-01 1.134252e-01 9.858026e-03 1.155452e-05 Fold05
1491 VF VF 8.932061e-01 9.996749e-02 6.815724e-03 1.068617e-05 Fold05
1492 VF VF 6.709907e-01 3.202160e-01 8.757620e-03 3.571767e-05 Fold05
1493 VF VF 8.838187e-01 1.086327e-01 7.536174e-03 1.233523e-05 Fold05
1494 VF VF 6.621993e-01 2.743818e-01 5.853253e-02 4.886445e-03 Fold05
1495 VF VF 6.671190e-01 3.238258e-01 9.017184e-03 3.803642e-05 Fold05
1496 VF VF 8.842738e-01 1.077120e-01 7.999956e-03 1.424337e-05 Fold05
1497 VF VF 6.505171e-01 3.406680e-01 8.779914e-03 3.495373e-05 Fold05
1498 VF VF 9.118095e-01 8.360515e-02 4.580562e-03 4.776186e-06 Fold05
1499 VF VF 8.846058e-01 1.099580e-01 5.426397e-03 9.792412e-06 Fold05
1500 VF VF 8.609364e-01 1.308779e-01 8.152180e-03 3.352484e-05 Fold05
1501 VF VF 8.668486e-01 1.190399e-01 1.409095e-02 2.055350e-05 Fold05
1502 VF VF 6.673770e-01 2.812433e-01 4.674926e-02 4.630426e-03 Fold05
1503 VF VF 8.487269e-01 1.428918e-01 8.355656e-03 2.566329e-05 Fold05
1504 VF VF 8.425638e-01 1.476431e-01 9.746158e-03 4.696462e-05 Fold05
1505 VF VF 8.461867e-01 1.438029e-01 9.959979e-03 5.040364e-05 Fold05
1506 VF VF 8.759731e-01 1.170434e-01 6.967176e-03 1.634395e-05 Fold05
1507 VF VF 8.203597e-01 1.651854e-01 1.432286e-02 1.320663e-04 Fold05
1508 VF VF 9.198485e-01 7.705282e-02 3.095103e-03 3.545456e-06 Fold05
1509 VF VF 8.505175e-01 1.393315e-01 1.010949e-02 4.152188e-05 Fold05
1510 VF VF 9.208736e-01 7.603275e-02 3.090102e-03 3.567667e-06 Fold05
1511 VF VF 8.808526e-01 1.109139e-01 8.217377e-03 1.611968e-05 Fold05
1512 VF VF 9.098114e-01 8.532819e-02 4.854899e-03 5.468754e-06 Fold05
1513 VF VF 9.105394e-01 8.467918e-02 4.776144e-03 5.293215e-06 Fold05
1514 VF VF 8.625989e-01 1.285242e-01 8.859729e-03 1.718487e-05 Fold05
1515 VF VF 8.409200e-01 1.475410e-01 1.151286e-02 2.615026e-05 Fold05
1516 VF VF 9.119388e-01 8.611081e-02 1.920241e-03 3.016098e-05 Fold05
1517 VF VF 9.349984e-01 6.160214e-02 3.395645e-03 3.859036e-06 Fold05
1518 VF VF 9.139978e-01 8.090270e-02 5.092014e-03 7.497918e-06 Fold05
1519 VF VF 9.571141e-01 4.094096e-02 1.943632e-03 1.358213e-06 Fold05
1520 VF VF 9.075757e-01 8.652979e-02 5.887427e-03 7.063046e-06 Fold05
1521 VF VF 9.664118e-01 3.224440e-02 1.343141e-03 6.945932e-07 Fold05
1522 VF VF 8.907552e-01 9.791341e-02 1.131392e-02 1.748595e-05 Fold05
1523 VF VF 9.777296e-01 2.115665e-02 1.113329e-03 4.294257e-07 Fold05
1524 VF VF 9.231362e-01 6.981719e-02 7.037551e-03 9.062683e-06 Fold05
1525 VF VF 9.692676e-01 2.950482e-02 1.227063e-03 5.656424e-07 Fold05
1526 VF VF 9.302485e-01 6.610490e-02 3.643594e-03 2.980760e-06 Fold05
1527 VF VF 9.619674e-01 3.641353e-02 1.618187e-03 9.250590e-07 Fold05
1528 VF VF 9.552903e-01 4.265160e-02 2.056736e-03 1.333769e-06 Fold05
1529 VF VF 9.401260e-01 5.487620e-02 4.993309e-03 4.480448e-06 Fold05
1530 VF VF 9.446230e-01 5.195971e-02 3.411605e-03 5.689995e-06 Fold05
1531 VF F 1.012987e-01 7.785035e-01 1.198562e-01 3.415275e-04 Fold05
1532 VF F 6.314205e-02 7.845379e-01 1.515943e-01 7.257322e-04 Fold05
1533 VF F 6.726518e-02 7.698154e-01 1.617159e-01 1.203597e-03 Fold05
1534 VF F 1.078163e-01 7.862606e-01 1.056810e-01 2.421271e-04 Fold05
1535 VF F 1.127634e-01 7.842242e-01 1.027853e-01 2.271625e-04 Fold05
1536 VF F 8.362395e-02 7.520255e-01 1.638767e-01 4.738205e-04 Fold05
1537 VF F 1.107242e-01 7.782782e-01 1.107301e-01 2.675059e-04 Fold05
1538 VF F 7.180732e-02 7.425995e-01 1.848704e-01 7.228332e-04 Fold05
1539 VF VF 5.734712e-01 3.611507e-01 6.512092e-02 2.571826e-04 Fold05
1540 VF VF 5.972176e-01 3.472696e-01 5.537290e-02 1.399310e-04 Fold05
1541 VF VF 7.294933e-01 2.469908e-01 2.348102e-02 3.487842e-05 Fold05
1542 VF VF 5.698759e-01 3.594972e-01 7.041183e-02 2.150581e-04 Fold05
1543 VF VF 7.191930e-01 2.511945e-01 2.959074e-02 2.177645e-05 Fold05
1544 VF VF 8.040446e-01 1.841389e-01 1.181051e-02 5.998141e-06 Fold05
1545 VF VF 7.859920e-01 1.973514e-01 1.664469e-02 1.186477e-05 Fold05
1546 VF VF 7.079861e-01 2.628349e-01 2.912415e-02 5.490571e-05 Fold05
1547 VF VF 7.350729e-01 2.432742e-01 2.163413e-02 1.869924e-05 Fold05
1548 VF VF 7.966792e-01 1.900302e-01 1.328312e-02 7.420709e-06 Fold05
1549 VF VF 7.654159e-01 2.162333e-01 1.833607e-02 1.469189e-05 Fold05
1550 VF VF 7.722094e-01 2.095471e-01 1.822692e-02 1.657193e-05 Fold05
1551 VF VF 7.229130e-01 2.437891e-01 3.326433e-02 3.347647e-05 Fold05
1552 VF VF 7.714716e-01 2.102506e-01 1.826126e-02 1.657638e-05 Fold05
1553 VF VF 8.073547e-01 1.795085e-01 1.312922e-02 7.586973e-06 Fold05
1554 VF VF 6.864838e-01 2.561640e-01 5.730740e-02 4.487916e-05 Fold05
1555 VF VF 6.976394e-01 2.665111e-01 3.581256e-02 3.699206e-05 Fold05
1556 VF VF 7.308202e-01 2.429737e-01 2.617505e-02 3.107200e-05 Fold05
1557 VF VF 6.546905e-01 3.035712e-01 4.162224e-02 1.160153e-04 Fold05
1558 VF VF 6.553723e-01 3.032729e-01 4.124070e-02 1.141285e-04 Fold05
1559 VF F 3.522372e-01 6.119658e-01 3.568902e-02 1.080606e-04 Fold05
1560 VF VF 7.068983e-01 2.613462e-01 3.170934e-02 4.620307e-05 Fold05
1561 VF VF 6.369311e-01 3.184579e-01 4.447505e-02 1.359441e-04 Fold05
1562 VF VF 7.950711e-01 1.911030e-01 1.381776e-02 8.185663e-06 Fold05
1563 VF VF 4.679806e-01 4.207190e-01 1.108468e-01 4.535335e-04 Fold05
1564 VF F 9.311536e-02 7.848674e-01 1.205133e-01 1.504015e-03 Fold05
1565 VF F 6.920304e-02 8.091009e-01 1.176356e-01 4.060434e-03 Fold05
1566 F VF 8.779963e-01 9.700638e-02 2.479006e-02 2.072530e-04 Fold05
1567 F VF 8.822723e-01 9.389438e-02 2.364007e-02 1.932779e-04 Fold05
1568 F F 3.349775e-01 5.518220e-01 1.117687e-01 1.431762e-03 Fold05
1569 F L 1.770539e-03 3.534356e-03 1.314412e-02 9.815510e-01 Fold05
1570 F M 1.558408e-01 1.416183e-01 3.566438e-01 3.458970e-01 Fold05
1571 F F 1.877419e-01 4.428844e-01 2.314316e-01 1.379421e-01 Fold05
1572 F VF 5.616965e-01 3.670861e-01 7.081897e-02 3.984761e-04 Fold05
1573 F VF 4.534056e-01 4.385674e-01 1.071877e-01 8.393142e-04 Fold05
1574 F VF 6.210877e-01 3.340838e-01 4.449429e-02 3.341445e-04 Fold05
1575 F M 9.953713e-02 3.680775e-01 4.343582e-01 9.802712e-02 Fold05
1576 F VF 7.583330e-01 2.175034e-01 2.413800e-02 2.562687e-05 Fold05
1577 F F 1.246760e-01 6.010279e-01 2.725006e-01 1.795506e-03 Fold05
1578 F F 1.246343e-01 6.577669e-01 2.152157e-01 2.383074e-03 Fold05
1579 F F 1.008245e-01 5.834940e-01 3.128634e-01 2.818108e-03 Fold05
1580 F F 1.149662e-01 6.511118e-01 2.314467e-01 2.475242e-03 Fold05
1581 F F 1.440804e-01 6.104853e-01 2.443659e-01 1.068515e-03 Fold05
1582 F F 1.334188e-01 6.562808e-01 2.086359e-01 1.664502e-03 Fold05
1583 F F 1.465886e-01 6.445159e-01 2.076616e-01 1.233909e-03 Fold05
1584 F F 1.338323e-01 6.552021e-01 2.095341e-01 1.431474e-03 Fold05
1585 F F 1.847491e-01 6.487191e-01 1.657901e-01 7.416517e-04 Fold05
1586 F F 9.398133e-02 6.331141e-01 2.680145e-01 4.890067e-03 Fold05
1587 F F 1.635504e-01 6.164416e-01 2.190912e-01 9.168671e-04 Fold05
1588 F F 1.526410e-01 6.548950e-01 1.911813e-01 1.282621e-03 Fold05
1589 F F 1.316935e-01 6.648956e-01 2.014148e-01 1.996142e-03 Fold05
1590 F F 1.855697e-01 6.349933e-01 1.785543e-01 8.826132e-04 Fold05
1591 F VF 8.174628e-01 1.680666e-01 1.426866e-02 2.019485e-04 Fold05
1592 F VF 8.260969e-01 1.571368e-01 1.671550e-02 5.071842e-05 Fold05
1593 F VF 8.360326e-01 1.352326e-01 2.869783e-02 3.697617e-05 Fold05
1594 F VF 7.197431e-01 2.304134e-01 4.931421e-02 5.292593e-04 Fold05
1595 F VF 6.754309e-01 3.166712e-01 7.870652e-03 2.723348e-05 Fold05
1596 F VF 9.067097e-01 8.885914e-02 4.424036e-03 7.111620e-06 Fold05
1597 F VF 8.710230e-01 1.160843e-01 1.287231e-02 2.044354e-05 Fold05
1598 F VF 4.133653e-01 3.616799e-01 1.250005e-01 9.995428e-02 Fold05
1599 F L 1.468911e-02 3.901727e-02 3.723399e-02 9.090596e-01 Fold05
1600 F L 1.018560e-02 3.048121e-02 3.987403e-02 9.194592e-01 Fold05
1601 F F 3.171634e-01 3.386933e-01 1.345308e-01 2.096125e-01 Fold05
1602 F VF 6.267474e-01 3.628272e-01 1.037527e-02 5.013621e-05 Fold05
1603 F VF 8.288978e-01 1.549894e-01 1.605241e-02 6.036716e-05 Fold05
1604 F VF 6.200655e-01 3.690275e-01 1.085180e-02 5.525317e-05 Fold05
1605 F VF 6.206883e-01 3.684453e-01 1.081157e-02 5.483680e-05 Fold05
1606 F VF 8.646338e-01 1.265766e-01 8.758182e-03 3.134086e-05 Fold05
1607 F VF 6.049627e-01 3.829513e-01 1.201691e-02 6.907052e-05 Fold05
1608 F VF 7.685133e-01 2.061294e-01 2.495439e-02 4.029254e-04 Fold05
1609 F VF 8.235027e-01 1.658261e-01 1.061747e-02 5.379122e-05 Fold05
1610 F VF 5.915934e-01 3.952074e-01 1.311557e-02 8.367057e-05 Fold05
1611 F VF 7.983961e-01 1.786770e-01 2.280099e-02 1.259827e-04 Fold05
1612 F VF 7.868177e-01 1.823876e-01 3.060452e-02 1.901593e-04 Fold05
1613 F VF 8.631637e-01 1.282759e-01 8.539297e-03 2.114877e-05 Fold05
1614 F VF 8.409006e-01 1.426511e-01 1.642867e-02 1.956473e-05 Fold05
1615 F VF 5.652505e-01 2.393185e-01 1.768850e-01 1.854594e-02 Fold05
1616 F F 5.049370e-02 7.347832e-01 2.131579e-01 1.565155e-03 Fold05
1617 F F 5.054420e-02 7.760569e-01 1.720089e-01 1.389992e-03 Fold05
1618 F F 8.123199e-02 7.396645e-01 1.785592e-01 5.442942e-04 Fold05
1619 F F 3.397748e-02 7.219589e-01 2.356993e-01 8.364312e-03 Fold05
1620 F F 6.317629e-02 7.424550e-01 1.934305e-01 9.382704e-04 Fold05
1621 F F 5.764809e-02 7.191858e-01 2.219465e-01 1.219625e-03 Fold05
1622 F F 2.836298e-02 6.320360e-01 3.300490e-01 9.551997e-03 Fold05
1623 F F 3.396303e-02 7.106124e-01 2.460400e-01 9.384649e-03 Fold05
1624 F F 6.363450e-02 7.216877e-01 2.134723e-01 1.205464e-03 Fold05
1625 F F 6.647639e-02 7.706031e-01 1.620905e-01 8.299138e-04 Fold05
1626 F F 6.424375e-02 7.690508e-01 1.657323e-01 9.731962e-04 Fold05
1627 F F 4.788195e-02 7.756635e-01 1.751516e-01 1.302984e-03 Fold05
1628 F F 5.672918e-02 7.707794e-01 1.712847e-01 1.206747e-03 Fold05
1629 F F 5.104638e-02 7.437473e-01 2.027850e-01 2.421392e-03 Fold05
1630 F F 7.942600e-02 8.029075e-01 1.172633e-01 4.031983e-04 Fold05
1631 F F 9.594039e-02 8.040699e-01 9.976795e-02 2.217549e-04 Fold05
1632 F F 9.540081e-02 8.038557e-01 1.005171e-01 2.263237e-04 Fold05
1633 F F 1.028486e-01 7.857105e-01 1.111625e-01 2.783580e-04 Fold05
1634 F F 6.266008e-02 7.274483e-01 2.088855e-01 1.006104e-03 Fold05
1635 F VF 7.510918e-01 2.267271e-01 2.215864e-02 2.250136e-05 Fold05
1636 F F 3.383968e-01 4.366463e-01 2.225480e-01 2.408917e-03 Fold05
1637 F F 1.859150e-01 4.396696e-01 3.484466e-01 2.596874e-02 Fold05
1638 F F 4.130268e-01 4.540142e-01 1.270592e-01 5.899723e-03 Fold05
1639 F F 2.840690e-01 4.464797e-01 2.483417e-01 2.110960e-02 Fold05
1640 F F 3.748295e-01 4.401604e-01 1.770357e-01 7.974329e-03 Fold05
1641 F F 3.004964e-01 4.682547e-01 2.189565e-01 1.229251e-02 Fold05
1642 F F 3.382979e-01 4.705791e-01 1.722135e-01 1.890948e-02 Fold05
1643 F VF 7.548890e-01 2.259111e-01 1.918252e-02 1.739962e-05 Fold05
1644 F VF 7.210248e-01 2.428838e-01 3.605779e-02 3.356811e-05 Fold05
1645 F M 1.317491e-02 1.261485e-01 4.701503e-01 3.905263e-01 Fold05
1646 F VF 6.095174e-01 3.258095e-01 6.453949e-02 1.335568e-04 Fold05
1647 F VF 5.691745e-01 3.372208e-01 9.328464e-02 3.201022e-04 Fold05
1648 F VF 4.447318e-01 4.299763e-01 1.235605e-01 1.731419e-03 Fold05
1649 F VF 6.225645e-01 3.483224e-01 2.823452e-02 8.785499e-04 Fold05
1650 F VF 5.163841e-01 4.122781e-01 7.096960e-02 3.681891e-04 Fold05
1651 F F 6.850735e-02 8.035476e-01 1.221296e-01 5.815446e-03 Fold05
1652 F F 2.422913e-02 6.662403e-01 2.572168e-01 5.231376e-02 Fold05
1653 F F 1.075923e-01 7.991762e-01 9.194429e-02 1.287157e-03 Fold05
1654 F F 1.074270e-02 4.813058e-01 3.744453e-01 1.335062e-01 Fold05
1655 F F 6.498924e-02 7.928579e-01 1.362823e-01 5.870560e-03 Fold05
1656 F F 6.445382e-02 7.526662e-01 1.776394e-01 5.240609e-03 Fold05
1657 F F 6.551861e-02 7.590536e-01 1.702371e-01 5.190616e-03 Fold05
1658 F F 1.999015e-02 6.058792e-01 2.934148e-01 8.071592e-02 Fold05
1659 F F 5.826735e-02 7.923251e-01 1.425226e-01 6.885009e-03 Fold05
1660 F F 3.602227e-02 7.477384e-01 1.871580e-01 2.908128e-02 Fold05
1661 F F 7.114039e-02 8.010845e-01 1.239436e-01 3.831502e-03 Fold05
1662 F F 6.262384e-02 7.533561e-01 1.780860e-01 5.934002e-03 Fold05
1663 F F 3.115391e-02 6.617010e-01 2.618226e-01 4.532251e-02 Fold05
1664 F F 3.515671e-02 7.435688e-01 1.894242e-01 3.185034e-02 Fold05
1665 F F 2.958857e-02 6.817040e-01 2.530264e-01 3.568098e-02 Fold05
1666 F F 4.138581e-02 7.237451e-01 2.214463e-01 1.342278e-02 Fold05
1667 F F 5.860813e-02 7.665664e-01 1.693925e-01 5.432895e-03 Fold05
1668 F F 6.520672e-02 7.993621e-01 1.311664e-01 4.264746e-03 Fold05
1669 F F 6.810463e-02 8.012922e-01 1.263974e-01 4.205813e-03 Fold05
1670 F F 6.207966e-02 7.636693e-01 1.688134e-01 5.437611e-03 Fold05
1671 F F 3.171922e-02 7.122879e-01 2.386610e-01 1.733185e-02 Fold05
1672 F F 6.017198e-02 7.844193e-01 1.485567e-01 6.852022e-03 Fold05
1673 F F 2.702431e-02 6.243094e-01 3.141848e-01 3.448142e-02 Fold05
1674 M VF 9.050056e-01 8.246011e-02 1.245171e-02 8.263412e-05 Fold05
1675 M F 8.639698e-02 4.678800e-01 2.372195e-01 2.085035e-01 Fold05
1676 M L 1.304969e-01 1.352742e-01 3.567109e-01 3.775180e-01 Fold05
1677 M M 7.818056e-02 1.074127e-01 4.358633e-01 3.785435e-01 Fold05
1678 M L 7.516617e-02 1.136954e-01 3.467324e-01 4.644060e-01 Fold05
1679 M M 8.531959e-02 1.092673e-01 4.371871e-01 3.682260e-01 Fold05
1680 M M 8.613018e-02 1.108924e-01 4.376726e-01 3.653049e-01 Fold05
1681 M F 3.080992e-01 5.268263e-01 1.618664e-01 3.208062e-03 Fold05
1682 M F 2.128235e-01 4.990041e-01 2.817435e-01 6.428928e-03 Fold05
1683 M M 6.290807e-03 1.912821e-02 9.729794e-01 1.601585e-03 Fold05
1684 M M 3.903279e-02 2.256897e-01 5.460525e-01 1.892251e-01 Fold05
1685 M F 1.089408e-01 6.382318e-01 2.499321e-01 2.895241e-03 Fold05
1686 M M 1.489406e-02 3.040466e-01 3.785813e-01 3.024781e-01 Fold05
1687 M F 1.598039e-01 6.076506e-01 2.314867e-01 1.058775e-03 Fold05
1688 M F 1.795941e-01 6.501958e-01 1.694236e-01 7.865273e-04 Fold05
1689 M VF 8.674291e-01 1.095975e-01 2.295505e-02 1.840823e-05 Fold05
1690 M VF 8.663556e-01 1.207501e-01 1.287254e-02 2.183045e-05 Fold05
1691 M L 7.672887e-03 2.311847e-02 2.672252e-02 9.424861e-01 Fold05
1692 M VF 8.085719e-01 1.708141e-01 2.051824e-02 9.575320e-05 Fold05
1693 M F 7.086462e-02 7.807406e-01 1.477046e-01 6.901104e-04 Fold05
1694 M M 4.507493e-03 3.134386e-01 5.462480e-01 1.358059e-01 Fold05
1695 M F 3.896799e-02 7.053549e-01 2.538445e-01 1.832576e-03 Fold05
1696 M F 6.636427e-02 7.352486e-01 1.974683e-01 9.188587e-04 Fold05
1697 M F 6.086238e-02 7.146157e-01 2.235384e-01 9.834668e-04 Fold05
1698 M F 3.064479e-02 6.139930e-01 3.507351e-01 4.627154e-03 Fold05
1699 M M 3.634140e-04 2.122794e-02 9.766844e-01 1.724265e-03 Fold05
1700 M M 3.734893e-02 2.345582e-01 5.899057e-01 1.381872e-01 Fold05
1701 M VF 5.994612e-01 3.462342e-01 5.417020e-02 1.343753e-04 Fold05
1702 M F 7.608613e-02 8.030746e-01 1.173924e-01 3.446860e-03 Fold05
1703 M L 1.234719e-03 1.590845e-01 2.694979e-01 5.701829e-01 Fold05
1704 M L 7.534281e-03 3.563874e-01 1.892889e-01 4.467894e-01 Fold05
1705 M F 3.501065e-02 7.137776e-01 2.144977e-01 3.671407e-02 Fold05
1706 M F 3.301731e-02 7.231956e-01 2.100018e-01 3.378528e-02 Fold05
1707 M F 1.835874e-02 5.923488e-01 3.000215e-01 8.927095e-02 Fold05
1708 M F 2.749251e-02 6.254271e-01 3.060333e-01 4.104707e-02 Fold05
1709 M M 1.204371e-02 4.290766e-01 4.617113e-01 9.716839e-02 Fold05
1710 M F 3.588184e-02 7.226528e-01 2.037675e-01 3.769790e-02 Fold05
1711 M F 3.445833e-02 7.085605e-01 2.192341e-01 3.774715e-02 Fold05
1712 M L 1.968510e-04 3.729261e-02 1.104504e-01 8.520601e-01 Fold05
1713 M F 5.443022e-02 7.475930e-01 1.904780e-01 7.498781e-03 Fold05
1714 M F 3.064097e-02 7.204325e-01 2.245449e-01 2.438162e-02 Fold05
1715 L L 1.208849e-03 4.844665e-02 1.564660e-01 7.938785e-01 Fold05
1716 L L 9.572098e-03 1.669699e-01 3.223378e-01 5.011202e-01 Fold05
1717 L F 1.088122e-01 4.212986e-01 3.938672e-01 7.602200e-02 Fold05
1718 L M 9.074337e-02 4.075430e-01 4.124275e-01 8.928620e-02 Fold05
1719 L F 8.732260e-02 5.785409e-01 3.305767e-01 3.559738e-03 Fold05
1720 L F 1.091862e-01 6.365194e-01 2.506532e-01 3.641157e-03 Fold05
1721 L F 1.100983e-01 6.360801e-01 2.501768e-01 3.644869e-03 Fold05
1722 L F 1.026831e-01 6.583385e-01 2.357615e-01 3.216904e-03 Fold05
1723 L L 5.026882e-04 6.099789e-02 4.297158e-01 5.087836e-01 Fold05
1724 L VF 4.952782e-01 3.710892e-01 1.256785e-01 7.954096e-03 Fold05
1725 L F 2.438566e-01 3.886296e-01 3.064821e-01 6.103166e-02 Fold05
1726 L L 8.226731e-07 2.775420e-04 1.116063e-03 9.986056e-01 Fold05
1727 L L 4.108996e-07 1.877894e-04 1.078646e-03 9.987332e-01 Fold05
1728 L L 4.245366e-07 1.924611e-04 1.096053e-03 9.987111e-01 Fold05
1729 L L 4.445772e-03 3.250005e-01 3.231022e-01 3.474515e-01 Fold05
1730 L L 1.514420e-06 4.492441e-04 1.591140e-03 9.979581e-01 Fold05
1731 L F 3.835691e-02 7.336162e-01 2.152697e-01 1.275717e-02 Fold05
1732 L F 3.297060e-02 6.933894e-01 2.527752e-01 2.086479e-02 Fold05
1733 L F 2.516036e-02 7.015664e-01 2.275272e-01 4.574608e-02 Fold05
1734 L L 7.309981e-08 5.706510e-05 3.741870e-04 9.995687e-01 Fold05
1735 L F 2.489177e-02 6.998654e-01 2.286205e-01 4.662232e-02 Fold05
1736 VF VF 9.481529e-01 4.796182e-02 3.877481e-03 7.835153e-06 Fold06
1737 VF VF 9.448080e-01 5.106752e-02 4.116365e-03 8.132075e-06 Fold06
1738 VF VF 9.590757e-01 3.825165e-02 2.668882e-03 3.748604e-06 Fold06
1739 VF F 3.576745e-01 5.619005e-01 7.780405e-02 2.621006e-03 Fold06
1740 VF F 3.376900e-01 5.728823e-01 8.609712e-02 3.330586e-03 Fold06
1741 VF VF 9.075015e-01 7.444029e-02 1.801527e-02 4.294840e-05 Fold06
1742 VF VF 9.518569e-01 4.080840e-02 7.328765e-03 5.975556e-06 Fold06
1743 VF VF 8.693147e-01 9.789957e-02 3.266607e-02 1.196805e-04 Fold06
1744 VF VF 7.899832e-01 1.664066e-01 4.347725e-02 1.329462e-04 Fold06
1745 VF VF 4.401304e-01 3.459282e-01 2.121231e-01 1.818232e-03 Fold06
1746 VF VF 9.203043e-01 6.818378e-02 1.149568e-02 1.623378e-05 Fold06
1747 VF VF 7.541605e-01 1.797632e-01 6.581414e-02 2.621602e-04 Fold06
1748 VF VF 9.007753e-01 7.637549e-02 2.280582e-02 4.334319e-05 Fold06
1749 VF VF 9.354796e-01 5.510662e-02 9.399633e-03 1.410360e-05 Fold06
1750 VF VF 8.778988e-01 9.868870e-02 2.334634e-02 6.612766e-05 Fold06
1751 VF VF 9.276222e-01 6.156340e-02 1.080417e-02 1.018523e-05 Fold06
1752 VF VF 9.833211e-01 1.573354e-02 9.432487e-04 2.125782e-06 Fold06
1753 VF VF 9.891466e-01 1.040691e-02 4.461249e-04 3.545177e-07 Fold06
1754 VF VF 9.842204e-01 1.499044e-02 7.877921e-04 1.385357e-06 Fold06
1755 VF VF 9.808329e-01 1.796214e-02 1.201697e-03 3.255589e-06 Fold06
1756 VF VF 9.892565e-01 1.028202e-02 4.610510e-04 4.017010e-07 Fold06
1757 VF VF 9.895652e-01 9.971173e-03 4.631957e-04 4.361618e-07 Fold06
1758 VF VF 9.892313e-01 1.030719e-02 4.611165e-04 3.996987e-07 Fold06
1759 VF VF 9.377635e-01 5.027996e-02 1.131974e-02 6.367742e-04 Fold06
1760 VF VF 9.162990e-01 6.821857e-02 1.352725e-02 1.955219e-03 Fold06
1761 VF VF 9.875658e-01 1.179748e-02 6.358267e-04 8.780049e-07 Fold06
1762 VF VF 6.635110e-01 2.961887e-01 4.001875e-02 2.814975e-04 Fold06
1763 VF VF 7.146196e-01 2.477186e-01 3.754990e-02 1.119552e-04 Fold06
1764 VF VF 6.044835e-01 3.273338e-01 6.773814e-02 4.446332e-04 Fold06
1765 VF VF 6.615336e-01 2.817863e-01 5.640878e-02 2.713127e-04 Fold06
1766 VF VF 6.964234e-01 2.688744e-01 3.446404e-02 2.382142e-04 Fold06
1767 VF VF 6.872279e-01 2.755876e-01 3.690842e-02 2.760237e-04 Fold06
1768 VF VF 7.145499e-01 2.560798e-01 2.922677e-02 1.435055e-04 Fold06
1769 VF VF 8.743074e-01 1.172914e-01 8.394449e-03 6.696377e-06 Fold06
1770 VF VF 7.309179e-01 2.337452e-01 3.525349e-02 8.339776e-05 Fold06
1771 VF VF 5.536063e-01 3.339641e-01 1.116986e-01 7.309183e-04 Fold06
1772 VF VF 8.661055e-01 1.248517e-01 9.035637e-03 7.237582e-06 Fold06
1773 VF VF 8.416816e-01 1.451707e-01 1.312985e-02 1.781522e-05 Fold06
1774 VF VF 7.907311e-01 1.909931e-01 1.824345e-02 3.232365e-05 Fold06
1775 VF VF 8.411102e-01 1.416790e-01 1.719428e-02 1.658723e-05 Fold06
1776 VF VF 8.232336e-01 1.573991e-01 1.934869e-02 1.861452e-05 Fold06
1777 VF F 1.451247e-01 6.651651e-01 1.879631e-01 1.747129e-03 Fold06
1778 VF F 1.573200e-01 6.498501e-01 1.912912e-01 1.538742e-03 Fold06
1779 VF F 1.020449e-01 6.937596e-01 2.005671e-01 3.628350e-03 Fold06
1780 VF F 1.350379e-01 6.768905e-01 1.861787e-01 1.892896e-03 Fold06
1781 VF F 1.130849e-01 7.158657e-01 1.682551e-01 2.794361e-03 Fold06
1782 VF F 1.002441e-01 6.798685e-01 2.167177e-01 3.169751e-03 Fold06
1783 VF VF 9.855040e-01 1.399584e-02 4.995595e-04 5.560702e-07 Fold06
1784 VF VF 9.921464e-01 7.584435e-03 2.690365e-04 1.343705e-07 Fold06
1785 VF VF 9.878948e-01 1.176593e-02 3.388773e-04 3.601588e-07 Fold06
1786 VF VF 9.901912e-01 9.557738e-03 2.508648e-04 2.320116e-07 Fold06
1787 VF VF 9.813600e-01 1.770928e-02 9.298854e-04 8.385177e-07 Fold06
1788 VF VF 9.915922e-01 8.208544e-03 1.991139e-04 1.022930e-07 Fold06
1789 VF VF 7.565397e-01 2.139713e-01 2.914858e-02 3.404227e-04 Fold06
1790 VF VF 9.876147e-01 1.189986e-02 4.849141e-04 4.971787e-07 Fold06
1791 VF VF 9.741288e-01 2.448174e-02 1.387133e-03 2.334462e-06 Fold06
1792 VF VF 9.731873e-01 2.538073e-02 1.429598e-03 2.357061e-06 Fold06
1793 VF VF 9.773321e-01 2.144375e-02 1.222946e-03 1.240774e-06 Fold06
1794 VF VF 9.735851e-01 2.540351e-02 1.010046e-03 1.313254e-06 Fold06
1795 VF VF 9.800784e-01 1.912289e-02 7.978102e-04 8.626944e-07 Fold06
1796 VF VF 5.524029e-01 2.570955e-01 1.717060e-01 1.879566e-02 Fold06
1797 VF VF 9.878201e-01 1.180605e-02 3.735587e-04 2.976039e-07 Fold06
1798 VF VF 9.937644e-01 6.106797e-03 1.287131e-04 5.333882e-08 Fold06
1799 VF VF 8.713804e-01 9.594342e-02 3.124623e-02 1.429963e-03 Fold06
1800 VF VF 9.819019e-01 1.734857e-02 7.483469e-04 1.148858e-06 Fold06
1801 VF VF 9.517352e-01 4.538139e-02 2.872642e-03 1.073919e-05 Fold06
1802 VF VF 9.570318e-01 4.050872e-02 2.450860e-03 8.591131e-06 Fold06
1803 VF VF 9.661994e-01 3.165245e-02 2.143346e-03 4.837247e-06 Fold06
1804 VF VF 9.926792e-01 7.157168e-03 1.635280e-04 7.682395e-08 Fold06
1805 VF VF 9.442760e-01 5.122902e-02 4.447635e-03 4.730790e-05 Fold06
1806 VF VF 9.830949e-01 1.606690e-02 8.369317e-04 1.297162e-06 Fold06
1807 VF VF 9.792120e-01 1.974658e-02 1.040470e-03 9.261090e-07 Fold06
1808 VF VF 9.790921e-01 1.985730e-02 1.049692e-03 9.389690e-07 Fold06
1809 VF VF 9.899709e-01 9.607747e-03 4.210935e-04 2.994062e-07 Fold06
1810 VF VF 9.804736e-01 1.866741e-02 8.569612e-04 2.051302e-06 Fold06
1811 VF VF 9.740051e-01 2.480439e-02 1.188688e-03 1.816755e-06 Fold06
1812 VF VF 9.867432e-01 1.282424e-02 4.320961e-04 4.381659e-07 Fold06
1813 VF VF 9.583174e-01 3.943390e-02 2.243678e-03 5.015317e-06 Fold06
1814 VF VF 4.289678e-01 4.267278e-01 1.408089e-01 3.495467e-03 Fold06
1815 VF VF 8.898984e-01 1.021493e-01 7.915514e-03 3.686527e-05 Fold06
1816 VF VF 9.806036e-01 1.868934e-02 7.063581e-04 7.292967e-07 Fold06
1817 VF VF 9.750581e-01 2.356758e-02 1.369389e-03 4.905517e-06 Fold06
1818 VF VF 9.448776e-01 4.950164e-02 5.590022e-03 3.073106e-05 Fold06
1819 VF VF 9.028022e-01 9.243803e-02 4.748849e-03 1.096026e-05 Fold06
1820 VF VF 8.546347e-01 1.360610e-01 9.279841e-03 2.447180e-05 Fold06
1821 VF VF 9.037512e-01 9.178721e-02 4.451966e-03 9.576656e-06 Fold06
1822 VF VF 9.410227e-01 5.772217e-02 1.220412e-03 3.475804e-05 Fold06
1823 VF VF 8.913582e-01 1.034148e-01 5.215224e-03 1.175665e-05 Fold06
1824 VF VF 9.165970e-01 7.968642e-02 3.709920e-03 6.708335e-06 Fold06
1825 VF VF 6.779764e-01 3.150269e-01 6.971130e-03 2.553931e-05 Fold06
1826 VF VF 8.607008e-01 1.287924e-01 1.048191e-02 2.485776e-05 Fold06
1827 VF VF 8.961282e-01 9.858545e-02 5.275053e-03 1.133257e-05 Fold06
1828 VF VF 8.387929e-01 1.434649e-01 1.769869e-02 4.348993e-05 Fold06
1829 VF VF 8.989738e-01 9.667400e-02 4.345184e-03 6.969368e-06 Fold06
1830 VF VF 8.779102e-01 1.163426e-01 5.736668e-03 1.056950e-05 Fold06
1831 VF VF 9.016371e-01 9.248507e-02 5.869316e-03 8.471043e-06 Fold06
1832 VF VF 6.658492e-01 3.264935e-01 7.626563e-03 3.067566e-05 Fold06
1833 VF VF 8.617917e-01 1.302524e-01 7.921527e-03 3.442291e-05 Fold06
1834 VF VF 8.616280e-01 1.305534e-01 7.786043e-03 3.249461e-05 Fold06
1835 VF VF 6.683051e-01 3.233120e-01 8.341914e-03 4.096757e-05 Fold06
1836 VF VF 8.576352e-01 1.348486e-01 7.489291e-03 2.688023e-05 Fold06
1837 VF VF 8.899907e-01 1.042544e-01 5.739572e-03 1.529668e-05 Fold06
1838 VF VF 8.995224e-01 9.368757e-02 6.777447e-03 1.256856e-05 Fold06
1839 VF VF 5.296500e-01 3.659425e-01 8.751790e-02 1.688961e-02 Fold06
1840 VF VF 9.079653e-01 8.810224e-02 3.925249e-03 7.223259e-06 Fold06
1841 VF VF 9.191108e-01 7.780421e-02 3.080949e-03 4.073647e-06 Fold06
1842 VF VF 8.948413e-01 9.988477e-02 5.262453e-03 1.144259e-05 Fold06
1843 VF VF 8.975728e-01 9.530613e-02 7.107195e-03 1.392776e-05 Fold06
1844 VF VF 9.089281e-01 8.693397e-02 4.129239e-03 8.657682e-06 Fold06
1845 VF VF 9.007909e-01 9.422190e-02 4.976247e-03 1.093369e-05 Fold06
1846 VF VF 9.001866e-01 9.492280e-02 4.880390e-03 1.022695e-05 Fold06
1847 VF VF 6.396499e-01 3.510411e-01 9.262934e-03 4.608693e-05 Fold06
1848 VF VF 6.417912e-01 3.480894e-01 1.005936e-02 6.005751e-05 Fold06
1849 VF VF 8.809002e-01 1.118434e-01 7.230409e-03 2.594512e-05 Fold06
1850 VF VF 8.815500e-01 1.113654e-01 7.060253e-03 2.440883e-05 Fold06
1851 VF VF 8.830176e-01 1.083556e-01 8.608283e-03 1.851945e-05 Fold06
1852 VF VF 8.299554e-01 1.555504e-01 1.442726e-02 6.690479e-05 Fold06
1853 VF VF 8.593218e-01 1.317006e-01 8.955766e-03 2.188067e-05 Fold06
1854 VF VF 9.121136e-01 8.287203e-02 5.007573e-03 6.798681e-06 Fold06
1855 VF VF 8.630362e-01 1.286095e-01 8.325514e-03 2.879220e-05 Fold06
1856 VF VF 8.345698e-01 1.538556e-01 1.150317e-02 7.140202e-05 Fold06
1857 VF VF 8.328869e-01 1.559106e-01 1.113964e-02 6.286958e-05 Fold06
1858 VF VF 9.173047e-01 7.947514e-02 3.215714e-03 4.411899e-06 Fold06
1859 VF VF 7.640434e-01 2.113202e-01 2.430709e-02 3.293702e-04 Fold06
1860 VF VF 8.274651e-01 1.597511e-01 1.264515e-02 1.386567e-04 Fold06
1861 VF VF 9.148626e-01 8.175402e-02 3.378604e-03 4.797044e-06 Fold06
1862 VF VF 8.676402e-01 1.235298e-01 8.804006e-03 2.600499e-05 Fold06
1863 VF VF 8.679574e-01 1.234785e-01 8.540291e-03 2.376325e-05 Fold06
1864 VF VF 9.060788e-01 8.866262e-02 5.251867e-03 6.730641e-06 Fold06
1865 VF VF 8.789465e-01 1.147720e-01 6.258834e-03 2.271146e-05 Fold06
1866 VF VF 8.614847e-01 1.298415e-01 8.651805e-03 2.204099e-05 Fold06
1867 VF VF 8.506990e-01 1.396147e-01 9.660220e-03 2.603789e-05 Fold06
1868 VF VF 8.580774e-01 1.324519e-01 9.443290e-03 2.738887e-05 Fold06
1869 VF VF 9.468715e-01 5.222600e-02 8.895661e-04 1.295499e-05 Fold06
1870 VF VF 9.466099e-01 5.248291e-02 8.941449e-04 1.301786e-05 Fold06
1871 VF VF 8.585453e-01 1.319565e-01 9.426262e-03 7.192301e-05 Fold06
1872 VF VF 8.595084e-01 1.264458e-01 1.403319e-02 1.264456e-05 Fold06
1873 VF VF 9.652400e-01 3.332101e-02 1.437765e-03 1.254335e-06 Fold06
1874 VF VF 8.926621e-01 9.736516e-02 9.954501e-03 1.822149e-05 Fold06
1875 VF VF 8.716804e-01 1.152723e-01 1.301937e-02 2.784384e-05 Fold06
1876 VF VF 9.680933e-01 3.051582e-02 1.389846e-03 9.813743e-07 Fold06
1877 VF VF 8.273250e-01 1.543033e-01 1.833112e-02 4.055559e-05 Fold06
1878 VF VF 8.805077e-01 1.066896e-01 1.277167e-02 3.098999e-05 Fold06
1879 VF VF 9.667713e-01 3.156795e-02 1.659383e-03 1.334365e-06 Fold06
1880 VF VF 6.394375e-01 3.162265e-01 4.411316e-02 2.228714e-04 Fold06
1881 VF F 6.743769e-02 7.987536e-01 1.330086e-01 8.000583e-04 Fold06
1882 VF F 7.074850e-02 7.909554e-01 1.375086e-01 7.874587e-04 Fold06
1883 VF F 7.575013e-02 7.672482e-01 1.564578e-01 5.437979e-04 Fold06
1884 VF F 1.098636e-01 7.793424e-01 1.104575e-01 3.365639e-04 Fold06
1885 VF F 6.132819e-02 7.836033e-01 1.538157e-01 1.252823e-03 Fold06
1886 VF VF 6.889604e-01 2.654937e-01 4.549414e-02 5.170616e-05 Fold06
1887 VF VF 8.026263e-01 1.783146e-01 1.904545e-02 1.366007e-05 Fold06
1888 VF VF 8.234330e-01 1.616963e-01 1.486449e-02 6.206126e-06 Fold06
1889 VF VF 7.538511e-01 2.241086e-01 2.200851e-02 3.175399e-05 Fold06
1890 VF VF 7.598692e-01 2.225286e-01 1.757876e-02 2.342971e-05 Fold06
1891 VF VF 7.099197e-01 2.583800e-01 3.164372e-02 5.660453e-05 Fold06
1892 VF VF 7.926709e-01 1.916968e-01 1.561799e-02 1.433013e-05 Fold06
1893 VF VF 6.513471e-01 3.068053e-01 4.177610e-02 7.156318e-05 Fold06
1894 VF VF 8.258463e-01 1.632361e-01 1.091057e-02 7.102564e-06 Fold06
1895 VF VF 7.560523e-01 2.235759e-01 2.034975e-02 2.203660e-05 Fold06
1896 VF VF 8.234436e-01 1.654913e-01 1.105799e-02 7.169803e-06 Fold06
1897 VF VF 6.884956e-01 2.803163e-01 3.111300e-02 7.512549e-05 Fold06
1898 VF VF 8.139702e-01 1.699240e-01 1.609654e-02 9.323408e-06 Fold06
1899 VF VF 7.725257e-01 2.005717e-01 2.687340e-02 2.919755e-05 Fold06
1900 VF VF 6.614387e-01 2.926961e-01 4.576144e-02 1.037656e-04 Fold06
1901 VF VF 7.296192e-01 2.342785e-01 3.605872e-02 4.349209e-05 Fold06
1902 VF VF 7.360413e-01 2.380346e-01 2.588604e-02 3.813121e-05 Fold06
1903 VF VF 7.350930e-01 2.375296e-01 2.733129e-02 4.607592e-05 Fold06
1904 VF VF 5.904813e-01 3.452851e-01 6.404299e-02 1.906608e-04 Fold06
1905 VF VF 7.097344e-01 2.575520e-01 3.264005e-02 7.359499e-05 Fold06
1906 VF VF 8.198374e-01 1.684356e-01 1.171879e-02 8.184719e-06 Fold06
1907 VF VF 7.196850e-01 2.491914e-01 3.106342e-02 6.016400e-05 Fold06
1908 VF VF 8.426459e-01 1.454554e-01 1.189453e-02 4.106692e-06 Fold06
1909 VF VF 5.607278e-01 3.807010e-01 5.833744e-02 2.337648e-04 Fold06
1910 VF VF 7.414191e-01 2.340899e-01 2.446381e-02 2.724107e-05 Fold06
1911 VF F 7.488348e-02 7.800171e-01 1.405313e-01 4.568088e-03 Fold06
1912 VF F 6.375455e-02 7.989088e-01 1.297824e-01 7.554252e-03 Fold06
1913 F F 3.865793e-01 5.264143e-01 8.444438e-02 2.562023e-03 Fold06
1914 F F 3.068312e-01 5.763985e-01 1.105396e-01 6.230663e-03 Fold06
1915 F VF 8.570977e-01 9.730973e-02 4.361082e-02 1.981738e-03 Fold06
1916 F VF 6.068394e-01 3.089905e-01 8.375223e-02 4.179282e-04 Fold06
1917 F F 1.454957e-01 4.014841e-01 2.687609e-01 1.842593e-01 Fold06
1918 F VF 6.626491e-01 2.971070e-01 3.995041e-02 2.935551e-04 Fold06
1919 F VF 4.660898e-01 4.079171e-01 1.226141e-01 3.379072e-03 Fold06
1920 F M 4.934709e-03 1.554180e-02 9.773344e-01 2.189132e-03 Fold06
1921 F VF 6.293654e-01 2.865389e-01 8.373821e-02 3.575256e-04 Fold06
1922 F VF 7.713775e-01 2.029408e-01 2.563939e-02 4.232900e-05 Fold06
1923 F VF 7.280220e-01 2.356156e-01 3.627836e-02 8.408423e-05 Fold06
1924 F F 1.301303e-01 6.847478e-01 1.822660e-01 2.855865e-03 Fold06
1925 F F 1.530099e-01 6.854580e-01 1.600044e-01 1.527689e-03 Fold06
1926 F F 1.109330e-01 6.733099e-01 2.117493e-01 4.007811e-03 Fold06
1927 F F 1.221011e-01 6.830610e-01 1.925907e-01 2.247168e-03 Fold06
1928 F F 7.762115e-02 5.393908e-01 3.791155e-01 3.872550e-03 Fold06
1929 F F 6.914893e-02 6.772171e-01 2.450543e-01 8.579590e-03 Fold06
1930 F F 9.629563e-02 6.682203e-01 2.315110e-01 3.973088e-03 Fold06
1931 F F 2.414172e-02 8.320713e-01 1.376095e-01 6.177474e-03 Fold06
1932 F F 1.609587e-01 6.950640e-01 1.427448e-01 1.232519e-03 Fold06
1933 F F 1.102148e-01 7.122780e-01 1.743803e-01 3.126896e-03 Fold06
1934 F VF 9.855673e-01 1.398579e-02 4.465530e-04 3.506497e-07 Fold06
1935 F VF 8.163907e-01 1.492695e-01 2.961270e-02 4.727094e-03 Fold06
1936 F F 3.132730e-01 3.773021e-01 2.024259e-01 1.069991e-01 Fold06
1937 F VF 7.275933e-01 1.549427e-01 1.018345e-01 1.562951e-02 Fold06
1938 F VF 9.013458e-01 9.395726e-02 4.687571e-03 9.346345e-06 Fold06
1939 F VF 8.916595e-01 1.017953e-01 6.535724e-03 9.488443e-06 Fold06
1940 F VF 7.795235e-01 1.906202e-01 2.970146e-02 1.548231e-04 Fold06
1941 F VF 8.094014e-01 1.791635e-01 1.138540e-02 4.972626e-05 Fold06
1942 F VF 9.360062e-01 6.244334e-02 1.496855e-03 5.360733e-05 Fold06
1943 F VF 9.127472e-01 8.473364e-02 2.378068e-03 1.411117e-04 Fold06
1944 F VF 8.432445e-01 1.458577e-01 1.086441e-02 3.339378e-05 Fold06
1945 F VF 8.886252e-01 1.053961e-01 5.961991e-03 1.677347e-05 Fold06
1946 F VF 8.226462e-01 1.641507e-01 1.315771e-02 4.531432e-05 Fold06
1947 F L 4.834570e-03 1.985175e-02 2.019537e-02 9.551183e-01 Fold06
1948 F VF 8.947519e-01 9.844536e-02 6.791494e-03 1.124385e-05 Fold06
1949 F VF 8.783394e-01 1.141768e-01 7.456624e-03 2.716780e-05 Fold06
1950 F VF 7.839762e-01 1.958902e-01 1.980414e-02 3.295092e-04 Fold06
1951 F VF 5.936021e-01 3.937611e-01 1.255031e-02 8.647146e-05 Fold06
1952 F VF 5.907867e-01 3.963534e-01 1.277026e-02 8.963316e-05 Fold06
1953 F VF 8.057184e-01 1.789414e-01 1.522825e-02 1.119327e-04 Fold06
1954 F VF 5.638589e-01 4.209317e-01 1.508220e-02 1.271296e-04 Fold06
1955 F VF 6.581617e-01 2.872532e-01 5.433514e-02 2.499770e-04 Fold06
1956 F L 4.912433e-02 5.997767e-02 5.597512e-02 8.349229e-01 Fold06
1957 F VF 8.728420e-01 1.136285e-01 1.346586e-02 6.362722e-05 Fold06
1958 F F 5.358526e-02 7.760694e-01 1.697171e-01 6.281674e-04 Fold06
1959 F F 1.121279e-01 7.742860e-01 1.132159e-01 3.701789e-04 Fold06
1960 F F 6.479566e-02 7.963428e-01 1.379715e-01 8.900555e-04 Fold06
1961 F F 7.357506e-02 6.756566e-01 2.501718e-01 5.966082e-04 Fold06
1962 F F 1.132792e-01 7.742765e-01 1.121323e-01 3.120937e-04 Fold06
1963 F F 6.996199e-02 7.892399e-01 1.401932e-01 6.048640e-04 Fold06
1964 F F 8.240377e-02 7.860567e-01 1.309569e-01 5.826596e-04 Fold06
1965 F F 8.038491e-02 7.403070e-01 1.787378e-01 5.702877e-04 Fold06
1966 F F 6.174431e-02 7.935064e-01 1.437501e-01 9.991851e-04 Fold06
1967 F F 5.807901e-02 7.876129e-01 1.531209e-01 1.187266e-03 Fold06
1968 F F 7.219253e-02 7.973134e-01 1.297345e-01 7.595616e-04 Fold06
1969 F F 6.293129e-02 7.612058e-01 1.747561e-01 1.106738e-03 Fold06
1970 F F 1.024870e-01 7.794629e-01 1.175947e-01 4.554351e-04 Fold06
1971 F F 7.473554e-02 7.295464e-01 1.948528e-01 8.652697e-04 Fold06
1972 F F 6.392931e-02 7.709611e-01 1.643244e-01 7.852369e-04 Fold06
1973 F F 8.696028e-02 7.922070e-01 1.204313e-01 4.014872e-04 Fold06
1974 F F 1.004191e-01 7.776373e-01 1.214419e-01 5.017373e-04 Fold06
1975 F F 1.126553e-01 7.823921e-01 1.046657e-01 2.869248e-04 Fold06
1976 F F 6.322658e-02 7.163710e-01 2.191675e-01 1.234898e-03 Fold06
1977 F F 5.624339e-02 7.601632e-01 1.820658e-01 1.527681e-03 Fold06
1978 F F 9.997751e-02 7.687299e-01 1.310368e-01 2.557964e-04 Fold06
1979 F F 9.553950e-02 7.955512e-01 1.085720e-01 3.373443e-04 Fold06
1980 F F 1.139461e-01 7.826056e-01 1.031731e-01 2.752617e-04 Fold06
1981 F F 1.045719e-01 7.503654e-01 1.446960e-01 3.666245e-04 Fold06
1982 F VF 6.408849e-01 3.142005e-01 4.486607e-02 4.856880e-05 Fold06
1983 F VF 7.549713e-01 2.067590e-01 3.824449e-02 2.516763e-05 Fold06
1984 F VF 7.784107e-01 1.982209e-01 2.334863e-02 1.980623e-05 Fold06
1985 F VF 8.180672e-01 1.689929e-01 1.293049e-02 9.454018e-06 Fold06
1986 F VF 6.478791e-01 3.044374e-01 4.760280e-02 8.067403e-05 Fold06
1987 F VF 7.012751e-01 2.520588e-01 4.660522e-02 6.092000e-05 Fold06
1988 F VF 7.359519e-01 2.418329e-01 2.217776e-02 3.747273e-05 Fold06
1989 F F 4.388022e-01 4.483900e-01 1.076454e-01 5.162450e-03 Fold06
1990 F VF 7.175530e-01 2.542021e-01 2.819526e-02 4.960269e-05 Fold06
1991 F F 2.896151e-01 4.977747e-01 1.953167e-01 1.729352e-02 Fold06
1992 F VF 7.450695e-01 2.307415e-01 2.415068e-02 3.838146e-05 Fold06
1993 F VF 6.205951e-01 3.246765e-01 5.459065e-02 1.377008e-04 Fold06
1994 F VF 6.450437e-01 3.124337e-01 4.238608e-02 1.365103e-04 Fold06
1995 F VF 5.465188e-01 3.489741e-01 1.041202e-01 3.868805e-04 Fold06
1996 F F 4.232980e-01 4.241936e-01 1.506824e-01 1.825971e-03 Fold06
1997 F VF 5.283343e-01 4.023946e-01 6.893659e-02 3.345401e-04 Fold06
1998 F VF 5.940040e-01 3.485171e-01 5.728668e-02 1.922202e-04 Fold06
1999 F VF 4.825848e-01 4.190410e-01 9.795699e-02 4.171541e-04 Fold06
2000 F F 1.887320e-02 6.216605e-01 3.011684e-01 5.829795e-02 Fold06
2001 F F 6.315932e-02 7.799922e-01 1.521340e-01 4.714522e-03 Fold06
2002 F F 5.508999e-02 7.949090e-01 1.415556e-01 8.445440e-03 Fold06
2003 F F 5.423780e-02 7.900209e-01 1.453067e-01 1.043467e-02 Fold06
2004 F F 4.607422e-02 7.572616e-01 1.855054e-01 1.115878e-02 Fold06
2005 F F 5.220192e-02 7.996738e-01 1.392674e-01 8.856880e-03 Fold06
2006 F F 6.606254e-02 7.843375e-01 1.430201e-01 6.579902e-03 Fold06
2007 F F 6.358760e-02 7.874888e-01 1.417747e-01 7.148955e-03 Fold06
2008 F F 6.117648e-02 7.797291e-01 1.504567e-01 8.637662e-03 Fold06
2009 F F 1.433520e-02 5.235861e-01 3.643542e-01 9.772449e-02 Fold06
2010 F F 9.362462e-03 3.955070e-01 2.419715e-01 3.531591e-01 Fold06
2011 F F 6.019828e-02 7.775143e-01 1.537074e-01 8.579931e-03 Fold06
2012 F F 6.871213e-02 7.847288e-01 1.403156e-01 6.243420e-03 Fold06
2013 F F 6.737718e-02 7.903625e-01 1.366518e-01 5.608545e-03 Fold06
2014 F F 6.700322e-02 7.894779e-01 1.378250e-01 5.693898e-03 Fold06
2015 F F 3.365520e-02 7.228860e-01 2.016500e-01 4.180887e-02 Fold06
2016 F F 2.043907e-02 6.597777e-01 2.286092e-01 9.117401e-02 Fold06
2017 F F 6.771897e-02 7.874741e-01 1.388271e-01 5.979787e-03 Fold06
2018 F F 5.708289e-02 7.362646e-01 1.980042e-01 8.648345e-03 Fold06
2019 F F 3.773113e-02 7.627472e-01 1.799942e-01 1.952754e-02 Fold06
2020 F F 9.239168e-02 7.958982e-01 1.086682e-01 3.041913e-03 Fold06
2021 M F 2.571930e-01 6.033523e-01 1.343059e-01 5.148850e-03 Fold06
2022 M M 1.235445e-01 1.587574e-01 5.195034e-01 1.981947e-01 Fold06
2023 M M 6.195636e-02 1.234604e-01 5.963385e-01 2.182448e-01 Fold06
2024 M F 4.185533e-01 4.715301e-01 1.080550e-01 1.861557e-03 Fold06
2025 M VF 4.479141e-01 4.283795e-01 1.214537e-01 2.252728e-03 Fold06
2026 M F 7.313612e-02 6.567018e-01 2.644220e-01 5.740117e-03 Fold06
2027 M F 9.939780e-02 6.405206e-01 2.558962e-01 4.185340e-03 Fold06
2028 M L 8.345076e-03 2.858394e-01 3.329729e-01 3.728426e-01 Fold06
2029 M M 1.759871e-02 3.653900e-01 3.865012e-01 2.305101e-01 Fold06
2030 M M 1.765324e-02 3.794453e-01 3.881333e-01 2.147681e-01 Fold06
2031 M L 1.066578e-02 3.148382e-01 2.810476e-01 3.934484e-01 Fold06
2032 M L 2.398019e-04 3.116502e-02 2.012398e-01 7.673554e-01 Fold06
2033 M L 8.482343e-05 1.806427e-02 1.680794e-01 8.137715e-01 Fold06
2034 M F 3.956028e-02 5.678232e-01 3.740120e-01 1.860449e-02 Fold06
2035 M F 3.536910e-02 5.258985e-01 4.200716e-01 1.866086e-02 Fold06
2036 M VF 7.658834e-01 2.080928e-01 2.582937e-02 1.944968e-04 Fold06
2037 M M 9.832688e-03 4.631839e-01 4.794979e-01 4.748547e-02 Fold06
2038 M M 1.113436e-02 4.718605e-01 4.721213e-01 4.488384e-02 Fold06
2039 M F 3.576906e-02 7.365249e-01 2.257424e-01 1.963640e-03 Fold06
2040 M F 8.835108e-02 7.431351e-01 1.679542e-01 5.595843e-04 Fold06
2041 M F 9.888216e-02 7.781679e-01 1.225069e-01 4.430315e-04 Fold06
2042 M F 9.131547e-03 4.833095e-01 3.711861e-01 1.363729e-01 Fold06
2043 M M 6.759294e-04 1.258582e-01 4.875033e-01 3.859626e-01 Fold06
2044 M F 7.928941e-02 7.378276e-01 1.821796e-01 7.033415e-04 Fold06
2045 M F 6.922647e-02 7.299378e-01 1.999256e-01 9.101868e-04 Fold06
2046 M F 6.678837e-02 7.655240e-01 1.668457e-01 8.419744e-04 Fold06
2047 M F 2.239219e-02 6.205152e-01 3.522271e-01 4.865508e-03 Fold06
2048 M VF 7.304196e-01 2.261707e-01 4.336766e-02 4.205913e-05 Fold06
2049 M VF 6.287329e-01 2.722335e-01 9.894518e-02 8.842739e-05 Fold06
2050 M M 1.449089e-02 1.803635e-01 5.796469e-01 2.254987e-01 Fold06
2051 M VF 5.139329e-01 4.019478e-01 8.374271e-02 3.765704e-04 Fold06
2052 M VF 6.297759e-01 3.153266e-01 5.471086e-02 1.865672e-04 Fold06
2053 M L 7.684780e-03 3.562277e-01 1.814900e-01 4.545976e-01 Fold06
2054 M L 3.723315e-03 2.553863e-01 1.818909e-01 5.589995e-01 Fold06
2055 M L 3.693620e-03 2.539638e-01 1.814596e-01 5.608830e-01 Fold06
2056 M F 3.398050e-02 7.104917e-01 2.078574e-01 4.767045e-02 Fold06
2057 M F 1.699957e-02 5.935308e-01 2.772192e-01 1.122504e-01 Fold06
2058 M F 2.802277e-02 6.285678e-01 2.926800e-01 5.072946e-02 Fold06
2059 M F 2.665217e-02 6.063211e-01 3.154876e-01 5.153917e-02 Fold06
2060 M F 5.397073e-02 7.733061e-01 1.621036e-01 1.061951e-02 Fold06
2061 M F 2.214798e-02 6.400538e-01 2.879029e-01 4.989537e-02 Fold06
2062 L M 5.085915e-02 1.279589e-01 5.346177e-01 2.865643e-01 Fold06
2063 L L 1.511928e-03 2.881694e-02 3.045803e-01 6.650909e-01 Fold06
2064 L M 9.271214e-02 1.420267e-01 5.228025e-01 2.424587e-01 Fold06
2065 L F 8.507716e-02 7.026335e-01 2.072259e-01 5.063476e-03 Fold06
2066 L L 6.999926e-05 1.618126e-02 1.579062e-01 8.258426e-01 Fold06
2067 L L 2.441309e-04 3.271910e-02 2.745594e-01 6.924774e-01 Fold06
2068 L F 8.133032e-02 6.648205e-01 2.471010e-01 6.748124e-03 Fold06
2069 L L 1.447982e-16 7.030129e-12 1.412199e-07 9.999999e-01 Fold06
2070 L L 9.787038e-06 3.231026e-03 1.072371e-02 9.860355e-01 Fold06
2071 L M 4.523283e-04 1.389815e-01 5.896570e-01 2.709091e-01 Fold06
2072 L F 4.216652e-02 7.234277e-01 2.321265e-01 2.279252e-03 Fold06
2073 L F 4.155053e-02 7.235652e-01 2.326002e-01 2.284010e-03 Fold06
2074 L M 1.924973e-02 2.230522e-01 5.260555e-01 2.316426e-01 Fold06
2075 L L 4.397054e-07 2.614061e-04 1.096824e-03 9.986413e-01 Fold06
2076 L L 9.336702e-07 3.656366e-04 1.172643e-03 9.984608e-01 Fold06
2077 L L 1.500937e-06 5.391212e-04 1.574478e-03 9.978849e-01 Fold06
2078 L L 1.442868e-06 5.238754e-04 1.546203e-03 9.979285e-01 Fold06
2079 L L 4.190614e-05 1.598216e-02 8.168084e-02 9.022951e-01 Fold06
2080 L F 3.904202e-02 7.398036e-01 2.026970e-01 1.845733e-02 Fold06
2081 L F 2.287801e-02 6.853287e-01 2.402746e-01 5.151863e-02 Fold06
2082 L F 2.311580e-02 6.874308e-01 2.389720e-01 5.048140e-02 Fold06
2083 VF VF 9.534535e-01 4.237568e-02 4.163943e-03 6.843660e-06 Fold07
2084 VF VF 9.616171e-01 3.551236e-02 2.867298e-03 3.288119e-06 Fold07
2085 VF VF 9.693959e-01 2.845582e-02 2.146341e-03 1.973602e-06 Fold07
2086 VF VF 9.529592e-01 4.352765e-02 3.505685e-03 7.504453e-06 Fold07
2087 VF VF 9.700753e-01 2.769779e-02 2.224777e-03 2.138509e-06 Fold07
2088 VF VF 8.917249e-01 8.251027e-02 2.559267e-02 1.721312e-04 Fold07
2089 VF F 3.394970e-01 5.540628e-01 1.049883e-01 1.451882e-03 Fold07
2090 VF F 3.560519e-01 5.488736e-01 9.357257e-02 1.501916e-03 Fold07
2091 VF F 2.975172e-01 5.803266e-01 1.178941e-01 4.262080e-03 Fold07
2092 VF VF 9.568821e-01 3.771361e-02 5.401962e-03 2.316976e-06 Fold07
2093 VF VF 8.580494e-01 1.214592e-01 2.044815e-02 4.325762e-05 Fold07
2094 VF VF 8.573182e-01 1.223916e-01 2.024792e-02 4.224684e-05 Fold07
2095 VF VF 9.527470e-01 4.286796e-02 4.381072e-03 3.967520e-06 Fold07
2096 VF VF 8.612858e-01 1.083148e-01 3.035813e-02 4.125327e-05 Fold07
2097 VF VF 8.264198e-01 1.388856e-01 3.462888e-02 6.577056e-05 Fold07
2098 VF VF 9.454045e-01 4.718392e-02 7.407541e-03 4.013281e-06 Fold07
2099 VF M 9.864111e-02 1.180734e-01 4.291796e-01 3.541059e-01 Fold07
2100 VF VF 8.466955e-01 1.150186e-01 3.820955e-02 7.627524e-05 Fold07
2101 VF VF 9.525558e-01 4.265266e-02 4.789138e-03 2.394556e-06 Fold07
2102 VF VF 5.614100e-01 3.216417e-01 1.166651e-01 2.831326e-04 Fold07
2103 VF VF 9.842582e-01 1.487010e-02 8.711071e-04 5.733196e-07 Fold07
2104 VF VF 9.889453e-01 1.061109e-02 4.433320e-04 2.508709e-07 Fold07
2105 VF VF 9.296270e-01 5.837150e-02 1.149564e-02 5.058429e-04 Fold07
2106 VF VF 9.752478e-01 2.317931e-02 1.568451e-03 4.458081e-06 Fold07
2107 VF VF 8.684573e-01 1.146737e-01 1.676231e-02 1.067452e-04 Fold07
2108 VF VF 9.853637e-01 1.399944e-02 6.364340e-04 4.759609e-07 Fold07
2109 VF VF 9.863799e-01 1.291096e-02 7.087394e-04 3.878930e-07 Fold07
2110 VF VF 9.839176e-01 1.518122e-02 9.007060e-04 4.703050e-07 Fold07
2111 VF VF 7.085333e-01 2.513129e-01 3.998474e-02 1.690102e-04 Fold07
2112 VF VF 7.502161e-01 2.216706e-01 2.801770e-02 9.554160e-05 Fold07
2113 VF VF 6.931023e-01 2.729810e-01 3.378069e-02 1.359898e-04 Fold07
2114 VF VF 5.748839e-01 3.539078e-01 7.037739e-02 8.308952e-04 Fold07
2115 VF VF 4.365163e-01 3.822112e-01 1.775288e-01 3.743670e-03 Fold07
2116 VF VF 7.133479e-01 2.560825e-01 3.050556e-02 6.408563e-05 Fold07
2117 VF VF 7.922640e-01 1.919029e-01 1.581701e-02 1.608612e-05 Fold07
2118 VF VF 8.041380e-01 1.840202e-01 1.182778e-02 1.396583e-05 Fold07
2119 VF VF 8.435367e-01 1.486958e-01 7.761367e-03 6.133112e-06 Fold07
2120 VF VF 8.136323e-01 1.717163e-01 1.463417e-02 1.721634e-05 Fold07
2121 VF F 9.608062e-02 7.136576e-01 1.880363e-01 2.225425e-03 Fold07
2122 VF F 9.527628e-02 7.136636e-01 1.888184e-01 2.241646e-03 Fold07
2123 VF F 1.157205e-01 6.996244e-01 1.834804e-01 1.174706e-03 Fold07
2124 VF F 1.424086e-01 6.663262e-01 1.905679e-01 6.973455e-04 Fold07
2125 VF F 1.364615e-01 6.878136e-01 1.747904e-01 9.345910e-04 Fold07
2126 VF F 1.387216e-01 6.688690e-01 1.916914e-01 7.181081e-04 Fold07
2127 VF F 1.384738e-01 6.767472e-01 1.841202e-01 6.587669e-04 Fold07
2128 VF F 1.396212e-01 6.724650e-01 1.872345e-01 6.792673e-04 Fold07
2129 VF VF 9.874039e-01 1.225537e-02 3.405547e-04 1.657815e-07 Fold07
2130 VF VF 9.746147e-01 2.436470e-02 1.020217e-03 4.160279e-07 Fold07
2131 VF VF 9.939357e-01 5.926148e-03 1.380801e-04 4.122459e-08 Fold07
2132 VF VF 9.922723e-01 7.573278e-03 1.543614e-04 5.585060e-08 Fold07
2133 VF VF 9.878851e-01 1.169552e-02 4.192385e-04 1.630668e-07 Fold07
2134 VF VF 9.869574e-01 1.264688e-02 3.953381e-04 3.848384e-07 Fold07
2135 VF VF 9.369669e-01 5.413620e-02 8.828239e-03 6.864540e-05 Fold07
2136 VF VF 9.561630e-01 4.128327e-02 2.551094e-03 2.620662e-06 Fold07
2137 VF VF 9.876393e-01 1.188301e-02 4.772843e-04 4.306855e-07 Fold07
2138 VF VF 9.775238e-01 2.162021e-02 8.547104e-04 1.317222e-06 Fold07
2139 VF VF 9.558417e-01 4.179105e-02 2.363509e-03 3.709587e-06 Fold07
2140 VF VF 9.549471e-01 4.297451e-02 2.073495e-03 4.923440e-06 Fold07
2141 VF VF 9.583073e-01 3.963157e-02 2.058220e-03 2.945566e-06 Fold07
2142 VF VF 9.909740e-01 8.803821e-03 2.221027e-04 7.694042e-08 Fold07
2143 VF VF 9.870960e-01 1.229148e-02 6.120870e-04 4.123293e-07 Fold07
2144 VF VF 9.806142e-01 1.861698e-02 7.681177e-04 7.018003e-07 Fold07
2145 VF VF 9.900497e-01 9.589610e-03 3.604984e-04 1.540707e-07 Fold07
2146 VF VF 9.778475e-01 2.122596e-02 9.260818e-04 4.981956e-07 Fold07
2147 VF VF 9.901065e-01 9.516702e-03 3.766527e-04 1.749394e-07 Fold07
2148 VF VF 9.924225e-01 7.380885e-03 1.965153e-04 6.071993e-08 Fold07
2149 VF VF 9.582274e-01 3.913765e-02 2.631897e-03 3.012068e-06 Fold07
2150 VF VF 8.853128e-01 1.064641e-01 8.203704e-03 1.943839e-05 Fold07
2151 VF VF 9.837603e-01 1.556490e-02 6.741459e-04 6.234511e-07 Fold07
2152 VF VF 9.868565e-01 1.277079e-02 3.723751e-04 3.077440e-07 Fold07
2153 VF VF 9.883765e-01 1.132849e-02 2.948557e-04 1.279585e-07 Fold07
2154 VF VF 9.820419e-01 1.740559e-02 5.519137e-04 5.723541e-07 Fold07
2155 VF VF 9.718381e-01 2.686257e-02 1.295930e-03 3.349106e-06 Fold07
2156 VF VF 9.851933e-01 1.417026e-02 6.360579e-04 3.562744e-07 Fold07
2157 VF VF 9.849377e-01 1.435769e-02 7.041460e-04 4.300119e-07 Fold07
2158 VF VF 9.895968e-01 1.008570e-02 3.173636e-04 1.456078e-07 Fold07
2159 VF VF 9.928862e-01 6.929173e-03 1.845527e-04 4.413808e-08 Fold07
2160 VF VF 9.312515e-01 6.427153e-02 4.471306e-03 5.671270e-06 Fold07
2161 VF VF 9.198092e-01 7.570647e-02 4.476049e-03 8.240480e-06 Fold07
2162 VF VF 9.895271e-01 1.004529e-02 4.272487e-04 3.244662e-07 Fold07
2163 VF VF 9.757796e-01 2.303265e-02 1.186802e-03 9.082533e-07 Fold07
2164 VF VF 9.930878e-01 6.746554e-03 1.655969e-04 5.351954e-08 Fold07
2165 VF VF 8.582291e-01 1.321783e-01 9.575545e-03 1.711020e-05 Fold07
2166 VF VF 8.969707e-01 9.764559e-02 5.378718e-03 5.012970e-06 Fold07
2167 VF VF 9.052681e-01 9.045760e-02 4.270573e-03 3.696863e-06 Fold07
2168 VF VF 8.948614e-01 1.003686e-01 4.765395e-03 4.613323e-06 Fold07
2169 VF VF 8.942553e-01 1.009680e-01 4.769914e-03 6.791877e-06 Fold07
2170 VF VF 8.932471e-01 1.016086e-01 5.135892e-03 8.393978e-06 Fold07
2171 VF VF 8.693164e-01 1.217390e-01 8.928571e-03 1.609297e-05 Fold07
2172 VF VF 9.090522e-01 8.760374e-02 3.340188e-03 3.825499e-06 Fold07
2173 VF M 3.129911e-01 1.151795e-01 5.717299e-01 9.950676e-05 Fold07
2174 VF VF 9.082746e-01 8.789480e-02 3.825665e-03 4.939182e-06 Fold07
2175 VF VF 8.979164e-01 9.673320e-02 5.344284e-03 6.130130e-06 Fold07
2176 VF VF 9.074820e-01 8.832460e-02 4.187546e-03 5.886735e-06 Fold07
2177 VF VF 9.138143e-01 8.243132e-02 3.749450e-03 4.921895e-06 Fold07
2178 VF VF 8.502431e-01 1.402114e-01 9.527871e-03 1.767849e-05 Fold07
2179 VF VF 8.481888e-01 1.421600e-01 9.633297e-03 1.792063e-05 Fold07
2180 VF VF 8.553585e-01 1.382639e-01 6.357677e-03 1.999272e-05 Fold07
2181 VF VF 9.041158e-01 9.196834e-02 3.912750e-03 3.122034e-06 Fold07
2182 VF VF 6.954998e-01 2.976096e-01 6.871765e-03 1.881780e-05 Fold07
2183 VF VF 8.887095e-01 1.052144e-01 6.068333e-03 7.800299e-06 Fold07
2184 VF VF 8.023725e-01 1.820103e-01 1.546156e-02 1.555817e-04 Fold07
2185 VF VF 8.473131e-01 1.409514e-01 1.170818e-02 2.731898e-05 Fold07
2186 VF VF 8.585674e-01 1.307415e-01 1.066752e-02 2.364632e-05 Fold07
2187 VF VF 8.751336e-01 1.137950e-01 1.106006e-02 1.142566e-05 Fold07
2188 VF VF 8.896849e-01 1.040448e-01 6.261810e-03 8.471645e-06 Fold07
2189 VF VF 8.585063e-01 1.346258e-01 6.843705e-03 2.419104e-05 Fold07
2190 VF VF 6.382628e-01 3.091657e-01 4.921889e-02 3.352632e-03 Fold07
2191 VF VF 6.778470e-01 3.142508e-01 7.876663e-03 2.558238e-05 Fold07
2192 VF VF 8.805941e-01 1.126848e-01 6.712047e-03 9.017484e-06 Fold07
2193 VF VF 5.775746e-01 3.557902e-01 5.560476e-02 1.103049e-02 Fold07
2194 VF VF 9.063012e-01 8.943409e-02 4.260946e-03 3.753001e-06 Fold07
2195 VF VF 8.826291e-01 1.100190e-01 7.340144e-03 1.181814e-05 Fold07
2196 VF VF 8.800868e-01 1.124301e-01 7.470923e-03 1.218257e-05 Fold07
2197 VF VF 9.135571e-01 8.313740e-02 3.302034e-03 3.499793e-06 Fold07
2198 VF VF 6.656638e-01 3.241953e-01 1.009713e-02 4.374884e-05 Fold07
2199 VF VF 8.868464e-01 1.065637e-01 6.584814e-03 5.112427e-06 Fold07
2200 VF VF 6.647898e-01 3.250083e-01 1.015763e-02 4.432734e-05 Fold07
2201 VF VF 8.862434e-01 1.072045e-01 6.538031e-03 1.409642e-05 Fold07
2202 VF VF 6.589537e-01 3.303792e-01 1.061820e-02 4.888503e-05 Fold07
2203 VF VF 9.018466e-01 9.419617e-02 3.952154e-03 5.028731e-06 Fold07
2204 VF VF 9.242625e-01 7.272751e-02 3.006823e-03 3.159516e-06 Fold07
2205 VF VF 8.276147e-01 1.611150e-01 1.119260e-02 7.770332e-05 Fold07
2206 VF VF 8.749043e-01 1.199100e-01 5.172926e-03 1.275924e-05 Fold07
2207 VF VF 8.424772e-01 1.454285e-01 1.206966e-02 2.465187e-05 Fold07
2208 VF VF 9.222081e-01 7.483270e-02 2.956148e-03 3.018625e-06 Fold07
2209 VF VF 8.529068e-01 1.356149e-01 1.144923e-02 2.910903e-05 Fold07
2210 VF VF 8.718236e-01 1.207921e-01 7.373638e-03 1.065008e-05 Fold07
2211 VF VF 9.059310e-01 8.989062e-02 4.174690e-03 3.694560e-06 Fold07
2212 VF VF 9.217143e-01 7.511933e-02 3.162863e-03 3.502875e-06 Fold07
2213 VF VF 8.733309e-01 1.193211e-01 7.337122e-03 1.082614e-05 Fold07
2214 VF VF 8.952588e-01 9.987005e-02 4.863626e-03 7.488473e-06 Fold07
2215 VF VF 9.730933e-01 2.597099e-02 9.354167e-04 3.217169e-07 Fold07
2216 VF VF 9.509212e-01 4.696995e-02 2.107647e-03 1.203490e-06 Fold07
2217 VF VF 9.610850e-01 3.763571e-02 1.278370e-03 9.238715e-07 Fold07
2218 VF VF 9.122870e-01 8.308868e-02 4.620225e-03 4.066526e-06 Fold07
2219 VF VF 9.708751e-01 2.813041e-02 9.941381e-04 3.609594e-07 Fold07
2220 VF VF 9.309798e-01 6.403500e-02 4.981260e-03 3.936048e-06 Fold07
2221 VF VF 9.519267e-01 4.628195e-02 1.789738e-03 1.637597e-06 Fold07
2222 VF VF 9.128224e-01 8.278647e-02 4.384371e-03 6.754654e-06 Fold07
2223 VF VF 9.630377e-01 3.566861e-02 1.293221e-03 4.783504e-07 Fold07
2224 VF VF 8.517998e-01 1.357989e-01 1.238741e-02 1.390796e-05 Fold07
2225 VF VF 4.802893e-01 4.311897e-01 8.814824e-02 3.728280e-04 Fold07
2226 VF VF 9.797277e-01 1.949633e-02 7.755850e-04 3.377212e-07 Fold07
2227 VF VF 9.686247e-01 3.038095e-02 9.940140e-04 3.524198e-07 Fold07
2228 VF VF 9.683558e-01 3.064852e-02 9.953497e-04 3.495497e-07 Fold07
2229 VF VF 9.147545e-01 7.989480e-02 5.343605e-03 7.122217e-06 Fold07
2230 VF VF 9.620878e-01 3.640145e-02 1.510093e-03 6.591975e-07 Fold07
2231 VF F 8.833487e-02 7.772245e-01 1.340706e-01 3.700076e-04 Fold07
2232 VF F 8.227526e-02 7.706643e-01 1.466248e-01 4.356182e-04 Fold07
2233 VF F 1.066043e-01 7.503329e-01 1.428250e-01 2.377198e-04 Fold07
2234 VF F 1.262514e-01 7.613052e-01 1.122384e-01 2.050759e-04 Fold07
2235 VF F 9.588809e-02 7.798339e-01 1.239829e-01 2.950987e-04 Fold07
2236 VF VF 8.113921e-01 1.756566e-01 1.294458e-02 6.772152e-06 Fold07
2237 VF VF 8.146732e-01 1.723142e-01 1.300579e-02 6.777062e-06 Fold07
2238 VF VF 7.903209e-01 1.943378e-01 1.533450e-02 6.779010e-06 Fold07
2239 VF VF 7.163324e-01 2.608264e-01 2.281878e-02 2.239427e-05 Fold07
2240 VF VF 7.795908e-01 2.052897e-01 1.511294e-02 6.563314e-06 Fold07
2241 VF VF 7.789987e-01 2.057838e-01 1.521098e-02 6.561891e-06 Fold07
2242 VF VF 8.070862e-01 1.803906e-01 1.251647e-02 6.799602e-06 Fold07
2243 VF VF 7.612034e-01 2.234031e-01 1.538315e-02 1.033860e-05 Fold07
2244 VF VF 8.244354e-01 1.659519e-01 9.608662e-03 4.078993e-06 Fold07
2245 VF VF 8.257835e-01 1.645644e-01 9.647904e-03 4.126310e-06 Fold07
2246 VF VF 7.273848e-01 2.496881e-01 2.290638e-02 2.065453e-05 Fold07
2247 VF VF 7.245380e-01 2.493035e-01 2.614098e-02 1.755674e-05 Fold07
2248 VF VF 6.915077e-01 2.871757e-01 2.128504e-02 3.158193e-05 Fold07
2249 VF VF 6.945551e-01 2.780277e-01 2.738574e-02 3.150471e-05 Fold07
2250 VF VF 6.758065e-01 2.900987e-01 3.406646e-02 2.829956e-05 Fold07
2251 VF VF 7.703472e-01 2.157602e-01 1.388448e-02 8.088824e-06 Fold07
2252 VF VF 7.795412e-01 2.075271e-01 1.292453e-02 7.179371e-06 Fold07
2253 VF VF 7.773885e-01 2.094070e-01 1.319712e-02 7.479921e-06 Fold07
2254 VF VF 6.924973e-01 2.736977e-01 3.376969e-02 3.533574e-05 Fold07
2255 VF VF 8.046750e-01 1.841350e-01 1.118460e-02 5.331669e-06 Fold07
2256 VF VF 7.952259e-01 1.906119e-01 1.415372e-02 8.435924e-06 Fold07
2257 VF F 8.949814e-02 7.754776e-01 1.326077e-01 2.416601e-03 Fold07
2258 VF F 8.127567e-02 7.823114e-01 1.344283e-01 1.984583e-03 Fold07
2259 F VF 9.539072e-01 4.167564e-02 4.409392e-03 7.758133e-06 Fold07
2260 F VF 9.504847e-01 4.448049e-02 5.024765e-03 9.995157e-06 Fold07
2261 F VF 9.502466e-01 4.478075e-02 4.962907e-03 9.724210e-06 Fold07
2262 F VF 8.877380e-01 8.516486e-02 2.691044e-02 1.867428e-04 Fold07
2263 F F 3.102963e-01 5.478796e-01 1.399038e-01 1.920231e-03 Fold07
2264 F F 3.479192e-01 5.546338e-01 9.587374e-02 1.573221e-03 Fold07
2265 F L 6.434805e-03 1.358419e-02 4.495763e-02 9.350234e-01 Fold07
2266 F F 2.001517e-01 3.941323e-01 3.765893e-01 2.912659e-02 Fold07
2267 F VF 5.850412e-01 3.534134e-01 6.079488e-02 7.505179e-04 Fold07
2268 F F 1.491164e-01 3.965946e-01 3.120777e-01 1.422112e-01 Fold07
2269 F F 2.442840e-01 4.511395e-01 2.439287e-01 6.064785e-02 Fold07
2270 F VF 6.571374e-01 3.011723e-01 4.149363e-02 1.966206e-04 Fold07
2271 F VF 5.968741e-01 3.241775e-01 7.802543e-02 9.229070e-04 Fold07
2272 F VF 7.869832e-01 1.876034e-01 2.539465e-02 1.867778e-05 Fold07
2273 F F 1.219498e-01 6.846127e-01 1.922040e-01 1.233450e-03 Fold07
2274 F F 1.253544e-01 6.631100e-01 2.105996e-01 9.360219e-04 Fold07
2275 F F 1.172559e-01 6.685628e-01 2.125938e-01 1.587478e-03 Fold07
2276 F F 6.805486e-02 6.027293e-01 3.256267e-01 3.589092e-03 Fold07
2277 F F 1.143110e-01 6.749192e-01 2.092496e-01 1.520126e-03 Fold07
2278 F F 1.145108e-01 6.635106e-01 2.202440e-01 1.734546e-03 Fold07
2279 F F 5.540221e-02 5.972923e-01 3.428214e-01 4.484109e-03 Fold07
2280 F F 9.009470e-02 6.499208e-01 2.569727e-01 3.011760e-03 Fold07
2281 F F 5.978621e-02 6.483774e-01 2.837815e-01 8.054807e-03 Fold07
2282 F F 6.050331e-02 6.536883e-01 2.781795e-01 7.628923e-03 Fold07
2283 F L 3.222640e-16 6.374744e-13 1.361531e-08 1.000000e+00 Fold07
2284 F VF 4.810723e-01 4.352002e-01 8.261963e-02 1.107803e-03 Fold07
2285 F VF 6.049618e-01 1.730641e-01 1.634772e-01 5.849687e-02 Fold07
2286 F L 3.109786e-01 1.240764e-01 2.404486e-01 3.244964e-01 Fold07
2287 F VF 6.130802e-01 2.458268e-01 1.093083e-01 3.178469e-02 Fold07
2288 F VF 8.812641e-01 1.103590e-01 8.368089e-03 8.786008e-06 Fold07
2289 F VF 8.162403e-01 1.667268e-01 1.697911e-02 5.374443e-05 Fold07
2290 F VF 7.906233e-01 1.869563e-01 2.226153e-02 1.589052e-04 Fold07
2291 F VF 7.900642e-01 1.875959e-01 2.218437e-02 1.556082e-04 Fold07
2292 F VF 8.671803e-01 1.262107e-01 6.587387e-03 2.168785e-05 Fold07
2293 F VF 8.839279e-01 1.105213e-01 5.541111e-03 9.728738e-06 Fold07
2294 F VF 8.408449e-01 1.473267e-01 1.180229e-02 2.612568e-05 Fold07
2295 F L 1.293028e-02 4.131919e-02 3.519344e-02 9.105571e-01 Fold07
2296 F L 1.313102e-02 4.139627e-02 3.541970e-02 9.100530e-01 Fold07
2297 F M 1.020339e-01 2.348420e-01 3.336162e-01 3.295079e-01 Fold07
2298 F VF 6.682954e-01 3.231796e-01 8.494774e-03 3.018457e-05 Fold07
2299 F VF 6.559748e-01 3.346703e-01 9.317949e-03 3.697065e-05 Fold07
2300 F VF 7.975499e-01 1.895410e-01 1.283192e-02 7.723827e-05 Fold07
2301 F VF 6.379876e-01 3.513524e-01 1.061072e-02 4.919989e-05 Fold07
2302 F VF 6.344235e-01 3.546306e-01 1.089370e-02 5.218966e-05 Fold07
2303 F VF 6.261234e-01 3.622705e-01 1.154673e-02 5.934163e-05 Fold07
2304 F VF 6.211074e-01 3.668696e-01 1.195880e-02 6.415550e-05 Fold07
2305 F VF 6.036477e-01 3.827981e-01 1.347049e-02 8.364984e-05 Fold07
2306 F VF 5.961134e-01 3.896297e-01 1.416331e-02 9.358182e-05 Fold07
2307 F VF 8.369144e-01 1.504011e-01 1.265520e-02 2.931517e-05 Fold07
2308 F M 2.316165e-01 3.351302e-01 3.849293e-01 4.832393e-02 Fold07
2309 F L 6.377337e-02 7.353100e-02 6.678145e-02 7.959142e-01 Fold07
2310 F VF 7.256981e-01 2.467866e-01 2.743554e-02 7.975653e-05 Fold07
2311 F F 1.148678e-01 7.442885e-01 1.404979e-01 3.458427e-04 Fold07
2312 F F 8.024232e-02 7.448362e-01 1.745104e-01 4.111646e-04 Fold07
2313 F F 8.646726e-02 7.654451e-01 1.476311e-01 4.565385e-04 Fold07
2314 F F 8.049794e-02 7.406780e-01 1.784002e-01 4.238846e-04 Fold07
2315 F F 1.096257e-01 7.496030e-01 1.405947e-01 1.765991e-04 Fold07
2316 F F 8.418816e-02 7.750503e-01 1.403372e-01 4.242539e-04 Fold07
2317 F F 6.220570e-02 7.112362e-01 2.256689e-01 8.891655e-04 Fold07
2318 F F 8.066484e-02 7.923519e-01 1.264335e-01 5.497890e-04 Fold07
2319 F F 5.100372e-02 7.194244e-01 2.285639e-01 1.008013e-03 Fold07
2320 F F 6.651854e-02 7.471796e-01 1.855720e-01 7.299439e-04 Fold07
2321 F F 1.181118e-01 7.645950e-01 1.170649e-01 2.282005e-04 Fold07
2322 F F 8.073453e-02 7.550415e-01 1.636440e-01 5.799911e-04 Fold07
2323 F F 5.598527e-02 7.609156e-01 1.815828e-01 1.516313e-03 Fold07
2324 F F 5.882860e-02 6.625339e-01 2.779752e-01 6.623148e-04 Fold07
2325 F F 6.412035e-02 7.392904e-01 1.959916e-01 5.976428e-04 Fold07
2326 F F 4.451864e-02 6.981239e-01 2.558665e-01 1.490960e-03 Fold07
2327 F F 7.645327e-02 7.468806e-01 1.758830e-01 7.831595e-04 Fold07
2328 F F 7.144733e-02 7.393692e-01 1.882207e-01 9.627264e-04 Fold07
2329 F F 3.924645e-02 6.520903e-01 3.064453e-01 2.217974e-03 Fold07
2330 F F 7.195726e-02 7.148826e-01 2.124569e-01 7.032834e-04 Fold07
2331 F VF 7.536093e-01 2.268794e-01 1.949823e-02 1.312777e-05 Fold07
2332 F VF 6.782604e-01 2.700223e-01 5.168180e-02 3.547657e-05 Fold07
2333 F VF 6.987017e-01 2.672746e-01 3.399381e-02 2.990204e-05 Fold07
2334 F VF 7.226936e-01 2.477086e-01 2.957248e-02 2.531464e-05 Fold07
2335 F VF 5.980833e-01 3.499872e-01 5.186252e-02 6.704995e-05 Fold07
2336 F VF 6.358401e-01 3.090627e-01 5.504803e-02 4.915266e-05 Fold07
2337 F F 2.998885e-01 4.993787e-01 1.897101e-01 1.102271e-02 Fold07
2338 F VF 6.510877e-01 3.128747e-01 3.595529e-02 8.227535e-05 Fold07
2339 F VF 5.835896e-01 3.724464e-01 4.382406e-02 1.399082e-04 Fold07
2340 F VF 6.258918e-01 3.319179e-01 4.209554e-02 9.473695e-05 Fold07
2341 F F 8.829615e-02 7.761960e-01 1.332747e-01 2.233175e-03 Fold07
2342 F F 7.016484e-02 7.671005e-01 1.601796e-01 2.555015e-03 Fold07
2343 F F 7.006903e-02 7.708640e-01 1.564316e-01 2.635375e-03 Fold07
2344 F F 4.871224e-02 7.459778e-01 1.986797e-01 6.630256e-03 Fold07
2345 F F 5.384421e-02 8.136337e-01 1.263525e-01 6.169546e-03 Fold07
2346 F F 4.749898e-02 7.352208e-01 2.096744e-01 7.605825e-03 Fold07
2347 F F 7.714459e-02 7.828405e-01 1.364693e-01 3.545570e-03 Fold07
2348 F F 6.447928e-02 7.651083e-01 1.665841e-01 3.828361e-03 Fold07
2349 F F 6.441770e-02 7.653339e-01 1.664236e-01 3.824741e-03 Fold07
2350 F F 5.973253e-02 7.973743e-01 1.385880e-01 4.305129e-03 Fold07
2351 F F 1.696226e-02 5.444799e-01 3.763487e-01 6.220919e-02 Fold07
2352 F F 5.784111e-02 7.945485e-01 1.428867e-01 4.723627e-03 Fold07
2353 F F 5.205369e-02 7.957382e-01 1.436564e-01 8.551767e-03 Fold07
2354 F F 6.088764e-02 7.622135e-01 1.725633e-01 4.335566e-03 Fold07
2355 F F 2.237478e-02 6.741745e-01 2.223332e-01 8.111753e-02 Fold07
2356 F F 2.205889e-02 6.922369e-01 2.129548e-01 7.274939e-02 Fold07
2357 F F 7.228489e-02 7.801132e-01 1.434333e-01 4.168562e-03 Fold07
2358 F F 6.011680e-02 7.665304e-01 1.694227e-01 3.930165e-03 Fold07
2359 F F 9.700475e-02 7.968634e-01 1.044756e-01 1.656264e-03 Fold07
2360 F F 9.738602e-02 7.971013e-01 1.038868e-01 1.625950e-03 Fold07
2361 F F 6.124676e-02 7.720605e-01 1.630582e-01 3.634548e-03 Fold07
2362 F F 8.376521e-02 7.843976e-01 1.300024e-01 1.834766e-03 Fold07
2363 F F 1.033400e-01 7.881767e-01 1.067837e-01 1.699663e-03 Fold07
2364 F F 9.657030e-02 8.001466e-01 1.016904e-01 1.592706e-03 Fold07
2365 F F 1.026250e-01 7.806206e-01 1.147670e-01 1.987353e-03 Fold07
2366 M M 4.947858e-02 8.721043e-02 5.304680e-01 3.328430e-01 Fold07
2367 M M 3.731210e-02 7.237551e-02 5.109462e-01 3.793662e-01 Fold07
2368 M VF 4.811100e-01 3.901067e-01 1.272622e-01 1.521138e-03 Fold07
2369 M L 5.652663e-03 3.275032e-02 4.914992e-02 9.124471e-01 Fold07
2370 M L 2.373169e-03 1.384210e-01 4.149017e-01 4.443041e-01 Fold07
2371 M M 1.730942e-02 4.196160e-01 4.293397e-01 1.337349e-01 Fold07
2372 M F 1.602580e-02 4.192334e-01 3.859298e-01 1.788109e-01 Fold07
2373 M L 1.197859e-04 1.766814e-02 1.929450e-01 7.892670e-01 Fold07
2374 M L 1.343216e-04 1.965695e-02 2.019965e-01 7.782122e-01 Fold07
2375 M F 1.316831e-01 6.777698e-01 1.898217e-01 7.254534e-04 Fold07
2376 M F 8.391164e-02 6.225796e-01 2.891008e-01 4.408012e-03 Fold07
2377 M M 2.229758e-04 9.621402e-03 9.876429e-01 2.512744e-03 Fold07
2378 M VF 7.499963e-01 2.237314e-01 2.601711e-02 2.551905e-04 Fold07
2379 M L 8.612143e-03 3.311301e-02 3.643511e-02 9.218397e-01 Fold07
2380 M VF 8.664274e-01 1.146302e-01 1.893198e-02 1.040481e-05 Fold07
2381 M L 4.118856e-18 1.122439e-13 3.959066e-09 1.000000e+00 Fold07
2382 M VF 6.612540e-01 2.755539e-01 6.144490e-02 1.747157e-03 Fold07
2383 M VF 7.690233e-01 2.041924e-01 2.666338e-02 1.208733e-04 Fold07
2384 M F 2.387948e-01 4.004246e-01 2.713438e-01 8.943683e-02 Fold07
2385 M F 4.411397e-02 5.578830e-01 3.718878e-01 2.611521e-02 Fold07
2386 M F 5.715773e-02 7.176410e-01 2.242590e-01 9.423217e-04 Fold07
2387 M F 5.812844e-02 7.101204e-01 2.307619e-01 9.892770e-04 Fold07
2388 M F 8.569340e-03 4.437723e-01 4.363735e-01 1.112849e-01 Fold07
2389 M F 1.045136e-02 5.091815e-01 3.389608e-01 1.414063e-01 Fold07
2390 M VF 6.986111e-01 2.602014e-01 4.116240e-02 2.511790e-05 Fold07
2391 M F 2.092228e-01 4.598480e-01 3.156068e-01 1.532240e-02 Fold07
2392 M VF 6.722226e-01 3.011366e-01 2.658807e-02 5.274851e-05 Fold07
2393 M VF 7.125964e-01 2.505140e-01 3.686689e-02 2.264840e-05 Fold07
2394 M VF 7.079481e-01 2.630313e-01 2.899547e-02 2.513262e-05 Fold07
2395 M VF 4.831740e-01 4.312469e-01 8.531646e-02 2.626397e-04 Fold07
2396 M L 5.700488e-03 3.261028e-01 2.035418e-01 4.646549e-01 Fold07
2397 M F 4.950208e-02 7.434711e-01 2.003498e-01 6.677071e-03 Fold07
2398 M F 6.092352e-02 7.576835e-01 1.771881e-01 4.204805e-03 Fold07
2399 M L 4.056701e-03 2.587853e-01 2.336759e-01 5.034821e-01 Fold07
2400 M F 3.138623e-02 6.703100e-01 2.645800e-01 3.372368e-02 Fold07
2401 M F 3.571051e-02 6.985828e-01 2.285926e-01 3.711406e-02 Fold07
2402 M F 1.416546e-02 4.834330e-01 4.276390e-01 7.476250e-02 Fold07
2403 M F 1.946294e-02 4.830286e-01 4.570116e-01 4.049685e-02 Fold07
2404 M F 3.431808e-02 6.825518e-01 2.696606e-01 1.346952e-02 Fold07
2405 M F 5.969176e-02 7.640684e-01 1.717148e-01 4.525055e-03 Fold07
2406 M F 7.078801e-02 7.705030e-01 1.561012e-01 2.607800e-03 Fold07
2407 L L 1.485886e-03 1.880705e-02 1.843891e-01 7.953180e-01 Fold07
2408 L L 2.787186e-03 2.314553e-02 3.063527e-01 6.677146e-01 Fold07
2409 L M 1.122223e-02 3.425308e-01 3.926504e-01 2.535966e-01 Fold07
2410 L F 7.425046e-02 6.304922e-01 2.925769e-01 2.680361e-03 Fold07
2411 L F 7.466270e-02 6.159487e-01 3.064356e-01 2.952931e-03 Fold07
2412 L L 3.960424e-06 7.522564e-04 5.326332e-03 9.939175e-01 Fold07
2413 L F 4.048561e-02 5.864220e-01 3.523854e-01 2.070700e-02 Fold07
2414 L L 9.134281e-05 1.509516e-02 1.426840e-01 8.421295e-01 Fold07
2415 L F 5.635604e-02 5.786854e-01 3.596354e-01 5.323202e-03 Fold07
2416 L VF 4.354015e-01 3.751938e-01 1.707597e-01 1.864495e-02 Fold07
2417 L L 9.416483e-09 1.141630e-05 1.182831e-04 9.998703e-01 Fold07
2418 L L 1.375752e-06 5.380026e-04 2.157067e-03 9.973036e-01 Fold07
2419 L L 1.382686e-06 5.401087e-04 2.163045e-03 9.972955e-01 Fold07
2420 L L 8.843666e-07 3.635608e-04 1.390413e-03 9.982451e-01 Fold07
2421 L L 1.430946e-06 5.670438e-04 2.205321e-03 9.972262e-01 Fold07
2422 L L 2.726872e-03 2.090869e-01 3.038397e-01 4.843465e-01 Fold07
2423 L L 8.530185e-04 9.775303e-02 2.597648e-01 6.416291e-01 Fold07
2424 L L 1.266099e-06 4.299550e-04 1.600291e-03 9.979685e-01 Fold07
2425 L F 3.095648e-02 6.832924e-01 2.655135e-01 2.023768e-02 Fold07
2426 L F 3.106732e-02 6.831885e-01 2.655647e-01 2.017945e-02 Fold07
2427 L F 2.339090e-02 6.918453e-01 2.362037e-01 4.856011e-02 Fold07
2428 VF VF 9.464211e-01 4.965031e-02 3.920335e-03 8.270067e-06 Fold08
2429 VF VF 9.384909e-01 5.752868e-02 3.969261e-03 1.114173e-05 Fold08
2430 VF VF 9.398544e-01 5.633315e-02 3.802108e-03 1.037496e-05 Fold08
2431 VF VF 9.407888e-01 5.542072e-02 3.780092e-03 1.037273e-05 Fold08
2432 VF VF 9.596045e-01 3.845659e-02 1.936151e-03 2.726087e-06 Fold08
2433 VF VF 9.583385e-01 3.942703e-02 2.230920e-03 3.563415e-06 Fold08
2434 VF VF 9.282725e-01 6.548653e-02 6.226149e-03 1.478026e-05 Fold08
2435 VF VF 9.579877e-01 3.984326e-02 2.165635e-03 3.362603e-06 Fold08
2436 VF VF 9.308508e-01 6.363363e-02 5.503888e-03 1.172822e-05 Fold08
2437 VF F 3.870040e-01 5.428815e-01 6.746913e-02 2.645336e-03 Fold08
2438 VF VF 5.521346e-01 4.104413e-01 3.690669e-02 5.174924e-04 Fold08
2439 VF VF 9.404565e-01 5.337128e-02 6.157699e-03 1.449705e-05 Fold08
2440 VF VF 8.807248e-01 8.773486e-02 3.139826e-02 1.421217e-04 Fold08
2441 VF VF 9.656542e-01 3.056963e-02 3.772752e-03 3.388958e-06 Fold08
2442 VF VF 9.144314e-01 6.870744e-02 1.683243e-02 2.868842e-05 Fold08
2443 VF VF 9.612352e-01 3.500190e-02 3.755409e-03 7.517966e-06 Fold08
2444 VF VF 4.542364e-01 3.624780e-01 1.820954e-01 1.190228e-03 Fold08
2445 VF VF 8.565258e-01 1.079602e-01 3.540835e-02 1.056805e-04 Fold08
2446 VF VF 8.701212e-01 9.742648e-02 3.235405e-02 9.822600e-05 Fold08
2447 VF VF 9.379075e-01 5.408941e-02 7.993537e-03 9.577261e-06 Fold08
2448 VF L 1.857902e-16 1.572671e-12 6.750471e-08 9.999999e-01 Fold08
2449 VF VF 9.880199e-01 1.151083e-02 4.688541e-04 4.550914e-07 Fold08
2450 VF VF 9.232908e-01 6.385753e-02 1.209450e-02 7.571435e-04 Fold08
2451 VF VF 9.890781e-01 1.044588e-02 4.756761e-04 3.166468e-07 Fold08
2452 VF VF 9.708034e-01 2.743842e-02 1.748532e-03 9.631984e-06 Fold08
2453 VF VF 9.473787e-01 4.448419e-02 8.081817e-03 5.527133e-05 Fold08
2454 VF VF 6.330782e-01 3.291702e-01 3.751868e-02 2.329616e-04 Fold08
2455 VF VF 6.902408e-01 2.778896e-01 3.171462e-02 1.549816e-04 Fold08
2456 VF VF 6.222140e-01 3.472903e-01 3.020872e-02 2.869738e-04 Fold08
2457 VF VF 7.335811e-01 2.461098e-01 2.025672e-02 5.228693e-05 Fold08
2458 VF VF 6.635018e-01 3.013940e-01 3.495641e-02 1.477825e-04 Fold08
2459 VF VF 6.031086e-01 3.531331e-01 4.345997e-02 2.983738e-04 Fold08
2460 VF VF 6.958211e-01 2.791499e-01 2.493556e-02 9.350210e-05 Fold08
2461 VF VF 7.187334e-01 2.589741e-01 2.221493e-02 7.756467e-05 Fold08
2462 VF VF 4.978214e-01 4.323640e-01 6.937398e-02 4.406174e-04 Fold08
2463 VF VF 4.707561e-01 4.315212e-01 9.669841e-02 1.024310e-03 Fold08
2464 VF VF 6.558641e-01 3.135869e-01 3.039349e-02 1.555330e-04 Fold08
2465 VF VF 7.845923e-01 1.873052e-01 2.804881e-02 5.366398e-05 Fold08
2466 VF VF 7.501821e-01 2.178179e-01 3.192530e-02 7.467604e-05 Fold08
2467 VF VF 8.581105e-01 1.292965e-01 1.258168e-02 1.128687e-05 Fold08
2468 VF VF 7.126949e-01 2.382726e-01 4.886978e-02 1.627152e-04 Fold08
2469 VF VF 5.617923e-01 3.214772e-01 1.161340e-01 5.965130e-04 Fold08
2470 VF VF 8.538675e-01 1.319450e-01 1.417327e-02 1.426565e-05 Fold08
2471 VF VF 7.612506e-01 2.063313e-01 3.236679e-02 5.129648e-05 Fold08
2472 VF VF 8.748255e-01 1.153783e-01 9.789142e-03 7.075220e-06 Fold08
2473 VF VF 8.507782e-01 1.361152e-01 1.309902e-02 7.634335e-06 Fold08
2474 VF F 1.351200e-01 6.687794e-01 1.936007e-01 2.499958e-03 Fold08
2475 VF F 1.523523e-01 6.663412e-01 1.793708e-01 1.935772e-03 Fold08
2476 VF F 1.004216e-01 7.048185e-01 1.891357e-01 5.624185e-03 Fold08
2477 VF F 1.540101e-01 6.627115e-01 1.810885e-01 2.189860e-03 Fold08
2478 VF F 1.072474e-01 6.275188e-01 2.608445e-01 4.389299e-03 Fold08
2479 VF VF 9.682057e-01 3.050938e-02 1.283435e-03 1.515116e-06 Fold08
2480 VF VF 9.636711e-01 3.460814e-02 1.718350e-03 2.429687e-06 Fold08
2481 VF VF 9.827490e-01 1.682149e-02 4.287207e-04 7.698783e-07 Fold08
2482 VF VF 9.898653e-01 9.826797e-03 3.077257e-04 2.100531e-07 Fold08
2483 VF VF 9.418406e-01 4.992581e-02 8.138044e-03 9.552620e-05 Fold08
2484 VF VF 9.858282e-01 1.381183e-02 3.594164e-04 5.808029e-07 Fold08
2485 VF VF 9.151603e-01 7.840883e-02 6.412669e-03 1.819286e-05 Fold08
2486 VF VF 6.352623e-01 2.536438e-01 1.034465e-01 7.647369e-03 Fold08
2487 VF VF 9.582421e-01 3.899924e-02 2.752667e-03 5.973524e-06 Fold08
2488 VF VF 7.652764e-01 2.125785e-01 2.204696e-02 9.812877e-05 Fold08
2489 VF VF 9.536445e-01 4.306011e-02 3.287213e-03 8.217476e-06 Fold08
2490 VF VF 9.798147e-01 1.943687e-02 7.471999e-04 1.199009e-06 Fold08
2491 VF L 1.316128e-01 9.664238e-02 2.957417e-01 4.760031e-01 Fold08
2492 VF VF 7.811060e-01 1.994010e-01 1.934303e-02 1.500087e-04 Fold08
2493 VF VF 9.620283e-01 3.613062e-02 1.836357e-03 4.710996e-06 Fold08
2494 VF VF 9.509917e-01 4.635185e-02 2.648341e-03 8.075769e-06 Fold08
2495 VF VF 8.426357e-01 1.500463e-01 7.274674e-03 4.326453e-05 Fold08
2496 VF VF 9.885086e-01 1.112539e-02 3.657581e-04 2.524446e-07 Fold08
2497 VF VF 9.860797e-01 1.332694e-02 5.924195e-04 9.049387e-07 Fold08
2498 VF VF 9.581556e-01 4.040256e-02 1.437532e-03 4.327609e-06 Fold08
2499 VF VF 9.754574e-01 2.257061e-02 1.966292e-03 5.712408e-06 Fold08
2500 VF VF 8.998058e-01 9.603259e-02 4.153167e-03 8.426934e-06 Fold08
2501 VF VF 8.684951e-01 1.239867e-01 7.503178e-03 1.503617e-05 Fold08
2502 VF VF 7.809808e-01 2.045051e-01 1.437474e-02 1.393658e-04 Fold08
2503 VF VF 9.167471e-01 7.993800e-02 3.311685e-03 3.245135e-06 Fold08
2504 VF VF 8.595220e-01 1.306921e-01 9.763996e-03 2.185036e-05 Fold08
2505 VF VF 8.575199e-01 1.337000e-01 8.760517e-03 1.959747e-05 Fold08
2506 VF VF 8.559786e-01 1.350706e-01 8.930618e-03 2.018390e-05 Fold08
2507 VF VF 8.567906e-01 1.340973e-01 9.091169e-03 2.088960e-05 Fold08
2508 VF VF 8.710216e-01 1.239108e-01 5.048472e-03 1.907525e-05 Fold08
2509 VF VF 8.769993e-01 1.185246e-01 4.458515e-03 1.752818e-05 Fold08
2510 VF VF 9.141059e-01 8.247798e-02 3.410616e-03 5.519023e-06 Fold08
2511 VF VF 9.090455e-01 8.693441e-02 4.012852e-03 7.278900e-06 Fold08
2512 VF VF 9.081740e-01 8.854048e-02 3.280616e-03 4.918781e-06 Fold08
2513 VF VF 9.010726e-01 9.480974e-02 4.108988e-03 8.634462e-06 Fold08
2514 VF VF 8.745052e-01 1.203637e-01 5.108296e-03 2.275439e-05 Fold08
2515 VF VF 9.130060e-01 8.327500e-02 3.712500e-03 6.492317e-06 Fold08
2516 VF VF 8.864245e-01 1.086063e-01 4.957722e-03 1.149787e-05 Fold08
2517 VF VF 8.736871e-01 1.214422e-01 4.850586e-03 2.009986e-05 Fold08
2518 VF VF 8.738337e-01 1.207044e-01 5.436315e-03 2.560080e-05 Fold08
2519 VF VF 8.999299e-01 9.497368e-02 5.086959e-03 9.442424e-06 Fold08
2520 VF VF 8.551480e-01 1.359369e-01 8.894166e-03 2.090158e-05 Fold08
2521 VF VF 8.673070e-01 1.269150e-01 5.749787e-03 2.814212e-05 Fold08
2522 VF VF 8.900124e-01 1.045577e-01 5.415829e-03 1.411947e-05 Fold08
2523 VF VF 8.451219e-01 1.437651e-01 1.108426e-02 2.870052e-05 Fold08
2524 VF VF 8.943550e-01 1.004979e-01 5.134023e-03 1.307509e-05 Fold08
2525 VF VF 9.007799e-01 9.372645e-02 5.482390e-03 1.123050e-05 Fold08
2526 VF VF 8.905027e-01 1.043573e-01 5.126895e-03 1.304029e-05 Fold08
2527 VF VF 8.992877e-01 9.491224e-02 5.787631e-03 1.241127e-05 Fold08
2528 VF VF 9.253117e-01 7.206411e-02 2.620834e-03 3.357339e-06 Fold08
2529 VF VF 8.987987e-01 9.639917e-02 4.791989e-03 1.017992e-05 Fold08
2530 VF VF 9.154717e-01 8.075981e-02 3.763994e-03 4.499903e-06 Fold08
2531 VF VF 9.049901e-01 9.084416e-02 4.157690e-03 8.070192e-06 Fold08
2532 VF VF 6.423797e-01 3.489389e-01 8.635670e-03 4.571275e-05 Fold08
2533 VF VF 8.967351e-01 9.718888e-02 6.062497e-03 1.355697e-05 Fold08
2534 VF VF 6.213650e-01 3.216455e-01 5.264193e-02 4.347639e-03 Fold08
2535 VF VF 6.351105e-01 3.557488e-01 9.089928e-03 5.079786e-05 Fold08
2536 VF VF 6.301796e-01 3.615691e-01 8.209643e-03 4.170393e-05 Fold08
2537 VF VF 6.329617e-01 3.577687e-01 9.217345e-03 5.223922e-05 Fold08
2538 VF VF 6.279284e-01 3.636868e-01 8.341742e-03 4.311783e-05 Fold08
2539 VF VF 6.287398e-01 3.617067e-01 9.497969e-03 5.559674e-05 Fold08
2540 VF VF 8.858352e-01 1.066798e-01 7.466287e-03 1.872084e-05 Fold08
2541 VF VF 6.213903e-01 3.698410e-01 8.721523e-03 4.724566e-05 Fold08
2542 VF VF 6.188948e-01 3.721830e-01 8.873286e-03 4.895810e-05 Fold08
2543 VF VF 8.870742e-01 1.062772e-01 6.632733e-03 1.590648e-05 Fold08
2544 VF VF 6.200476e-01 3.698028e-01 1.008675e-02 6.285897e-05 Fold08
2545 VF VF 6.146058e-01 3.762171e-01 9.125214e-03 5.186494e-05 Fold08
2546 VF VF 8.202193e-01 1.656647e-01 1.406959e-02 4.635769e-05 Fold08
2547 VF VF 8.287830e-01 1.568658e-01 1.429870e-02 5.248194e-05 Fold08
2548 VF VF 8.890127e-01 1.072369e-01 3.737991e-03 1.245555e-05 Fold08
2549 VF VF 5.996023e-01 3.887882e-01 1.152658e-02 8.291685e-05 Fold08
2550 VF VF 8.759582e-01 1.160361e-01 7.983072e-03 2.269992e-05 Fold08
2551 VF VF 9.105342e-01 8.622281e-02 3.237588e-03 5.428413e-06 Fold08
2552 VF VF 9.098795e-01 8.650170e-02 3.612119e-03 6.681297e-06 Fold08
2553 VF VF 8.824764e-01 1.112731e-01 6.233065e-03 1.741472e-05 Fold08
2554 VF VF 8.274524e-01 1.611432e-01 1.130739e-02 9.705482e-05 Fold08
2555 VF VF 8.185697e-01 1.702948e-01 1.103667e-02 9.880865e-05 Fold08
2556 VF VF 6.877098e-01 3.069599e-01 5.313091e-03 1.725419e-05 Fold08
2557 VF VF 8.685677e-01 1.240032e-01 7.414666e-03 1.440287e-05 Fold08
2558 VF VF 9.145652e-01 8.158372e-02 3.845542e-03 5.494572e-06 Fold08
2559 VF VF 9.164947e-01 7.962530e-02 3.874146e-03 5.813275e-06 Fold08
2560 VF VF 9.225256e-01 7.435624e-02 3.113476e-03 4.655701e-06 Fold08
2561 VF VF 8.718024e-01 1.202473e-01 7.933580e-03 1.673247e-05 Fold08
2562 VF VF 8.675408e-01 1.257205e-01 6.726730e-03 1.205170e-05 Fold08
2563 VF VF 9.226112e-01 7.437230e-02 3.012092e-03 4.430631e-06 Fold08
2564 VF VF 8.538043e-01 1.362593e-01 9.912592e-03 2.385642e-05 Fold08
2565 VF VF 8.516601e-01 1.381835e-01 1.013158e-02 2.480046e-05 Fold08
2566 VF VF 9.376818e-01 6.061430e-02 1.701352e-03 2.555131e-06 Fold08
2567 VF VF 9.078716e-01 8.530474e-02 6.783112e-03 4.053456e-05 Fold08
2568 VF VF 9.506970e-01 4.621402e-02 3.084161e-03 4.816088e-06 Fold08
2569 VF VF 9.305917e-01 6.303975e-02 6.352700e-03 1.581090e-05 Fold08
2570 VF VF 8.290180e-01 1.580290e-01 1.293101e-02 2.198861e-05 Fold08
2571 VF VF 9.276231e-01 6.783700e-02 4.535228e-03 4.693039e-06 Fold08
2572 VF VF 9.834236e-01 1.604649e-02 5.296829e-04 2.390808e-07 Fold08
2573 VF VF 9.130185e-01 8.205119e-02 4.922985e-03 7.332405e-06 Fold08
2574 VF VF 9.405419e-01 5.726386e-02 2.190327e-03 3.941521e-06 Fold08
2575 VF VF 9.101667e-01 8.605721e-02 3.767447e-03 8.618745e-06 Fold08
2576 VF VF 9.316075e-01 6.468867e-02 3.698918e-03 4.941339e-06 Fold08
2577 VF VF 9.784382e-01 2.082581e-02 7.354901e-04 4.591377e-07 Fold08
2578 VF VF 6.710028e-01 3.065477e-01 2.233660e-02 1.129001e-04 Fold08
2579 VF VF 6.466660e-01 2.863919e-01 6.337801e-02 3.564072e-03 Fold08
2580 VF VF 7.596428e-01 2.099118e-01 2.801992e-02 2.425428e-03 Fold08
2581 VF VF 9.761905e-01 2.272483e-02 1.083939e-03 7.083897e-07 Fold08
2582 VF VF 9.655274e-01 3.228023e-02 2.190291e-03 2.045764e-06 Fold08
2583 VF VF 9.383242e-01 5.857688e-02 3.090110e-03 8.780077e-06 Fold08
2584 VF F 1.161383e-01 7.549975e-01 1.284717e-01 3.925106e-04 Fold08
2585 VF F 1.262755e-01 7.661281e-01 1.073366e-01 2.597991e-04 Fold08
2586 VF VF 7.870977e-01 1.998596e-01 1.302796e-02 1.471002e-05 Fold08
2587 VF VF 7.422348e-01 2.426083e-01 1.512488e-02 3.200631e-05 Fold08
2588 VF VF 7.333497e-01 2.515513e-01 1.506469e-02 3.426794e-05 Fold08
2589 VF VF 7.467415e-01 2.392917e-01 1.393593e-02 3.078972e-05 Fold08
2590 VF F 4.166434e-01 4.300336e-01 1.522080e-01 1.114963e-03 Fold08
2591 VF VF 6.957452e-01 2.718627e-01 3.234377e-02 4.824151e-05 Fold08
2592 VF VF 8.012719e-01 1.850939e-01 1.362193e-02 1.223679e-05 Fold08
2593 VF VF 7.728932e-01 2.122612e-01 1.483008e-02 1.554237e-05 Fold08
2594 VF VF 6.767692e-01 2.896275e-01 3.355076e-02 5.258816e-05 Fold08
2595 VF VF 7.503774e-01 2.298206e-01 1.976924e-02 3.274250e-05 Fold08
2596 VF VF 8.167018e-01 1.715246e-01 1.176452e-02 9.104123e-06 Fold08
2597 VF VF 8.213311e-01 1.669157e-01 1.174402e-02 9.186360e-06 Fold08
2598 VF VF 6.782854e-01 2.962403e-01 2.538611e-02 8.820992e-05 Fold08
2599 VF VF 7.476575e-01 2.335589e-01 1.876494e-02 1.857857e-05 Fold08
2600 VF VF 5.799732e-01 3.597366e-01 6.011582e-02 1.743471e-04 Fold08
2601 VF VF 8.448738e-01 1.463398e-01 8.782022e-03 4.380442e-06 Fold08
2602 VF VF 6.843066e-01 2.835443e-01 3.210345e-02 4.566619e-05 Fold08
2603 VF F 1.003621e-01 7.780904e-01 1.193424e-01 2.205155e-03 Fold08
2604 VF F 8.764778e-02 7.701021e-01 1.382607e-01 3.989436e-03 Fold08
2605 F F 3.250082e-01 5.590534e-01 1.122984e-01 3.640026e-03 Fold08
2606 F L 8.507209e-05 4.687913e-03 3.731225e-02 9.579148e-01 Fold08
2607 F F 3.523256e-01 5.273191e-01 1.157233e-01 4.631937e-03 Fold08
2608 F VF 8.805140e-01 8.811000e-02 3.123539e-02 1.405696e-04 Fold08
2609 F VF 8.224122e-01 1.449463e-01 3.252723e-02 1.142278e-04 Fold08
2610 F VF 5.522690e-01 3.738508e-01 7.348627e-02 3.939795e-04 Fold08
2611 F VF 5.916296e-01 3.530030e-01 5.499628e-02 3.710817e-04 Fold08
2612 F VF 7.523770e-01 2.160056e-01 3.154231e-02 7.504425e-05 Fold08
2613 F VF 7.937710e-01 1.821460e-01 2.405374e-02 2.925247e-05 Fold08
2614 F VF 8.747611e-01 1.172364e-01 7.996353e-03 6.228099e-06 Fold08
2615 F VF 8.405183e-01 1.434256e-01 1.603813e-02 1.793352e-05 Fold08
2616 F VF 7.943076e-01 1.814937e-01 2.417419e-02 2.443803e-05 Fold08
2617 F VF 6.863566e-01 2.719951e-01 4.138829e-02 2.599985e-04 Fold08
2618 F F 1.360282e-01 6.612616e-01 1.998552e-01 2.855006e-03 Fold08
2619 F F 1.589140e-01 6.487743e-01 1.902022e-01 2.109402e-03 Fold08
2620 F F 1.061059e-01 7.085737e-01 1.804061e-01 4.914328e-03 Fold08
2621 F F 1.265759e-01 6.395208e-01 2.309788e-01 2.924408e-03 Fold08
2622 F F 7.465000e-02 5.971354e-01 3.226819e-01 5.532728e-03 Fold08
2623 F F 7.060374e-02 6.063278e-01 3.168210e-01 6.247443e-03 Fold08
2624 F F 1.088271e-01 6.642587e-01 2.228864e-01 4.027843e-03 Fold08
2625 F F 8.403929e-02 6.873558e-01 2.200600e-01 8.544986e-03 Fold08
2626 F F 8.761766e-02 6.147331e-01 2.919970e-01 5.652214e-03 Fold08
2627 F F 1.718148e-01 6.666662e-01 1.600826e-01 1.436504e-03 Fold08
2628 F F 9.178771e-02 6.127666e-01 2.909328e-01 4.512851e-03 Fold08
2629 F F 6.172077e-02 6.124382e-01 3.136522e-01 1.218881e-02 Fold08
2630 F F 1.107339e-01 7.361541e-01 1.492824e-01 3.829579e-03 Fold08
2631 F VF 8.450624e-01 1.430081e-01 1.187996e-02 4.950756e-05 Fold08
2632 F VF 9.156991e-01 8.084351e-02 3.452013e-03 5.405146e-06 Fold08
2633 F VF 9.007293e-01 9.277723e-02 6.483399e-03 1.003246e-05 Fold08
2634 F VF 8.663952e-01 1.286561e-01 4.928186e-03 2.057033e-05 Fold08
2635 F VF 8.990423e-01 9.563191e-02 5.315594e-03 1.020574e-05 Fold08
2636 F VF 8.943739e-01 1.004676e-01 5.149003e-03 9.476535e-06 Fold08
2637 F VF 8.797975e-01 1.140752e-01 6.110057e-03 1.721249e-05 Fold08
2638 F VF 7.498647e-01 1.403134e-01 1.097416e-01 8.027007e-05 Fold08
2639 F VF 6.236792e-01 3.661805e-01 1.007771e-02 6.256275e-05 Fold08
2640 F VF 8.126656e-01 1.777189e-01 9.549139e-03 6.637456e-05 Fold08
2641 F VF 8.343728e-01 1.574899e-01 8.085328e-03 5.196641e-05 Fold08
2642 F VF 8.314291e-01 1.601688e-01 8.347461e-03 5.470830e-05 Fold08
2643 F VF 6.091494e-01 3.813231e-01 9.471538e-03 5.602545e-05 Fold08
2644 F VF 8.164560e-01 1.679410e-01 1.554267e-02 6.034933e-05 Fold08
2645 F VF 5.935120e-01 3.959380e-01 1.048089e-02 6.909003e-05 Fold08
2646 F L 3.586914e-03 3.418134e-02 1.751913e-01 7.870405e-01 Fold08
2647 F VF 5.909461e-01 3.983153e-01 1.066687e-02 7.169727e-05 Fold08
2648 F VF 5.860730e-01 4.028407e-01 1.100968e-02 7.660049e-05 Fold08
2649 F VF 5.765586e-01 4.116644e-01 1.169015e-02 8.680269e-05 Fold08
2650 F VF 5.724106e-01 4.155051e-01 1.199269e-02 9.152591e-05 Fold08
2651 F VF 8.012856e-01 1.866249e-01 1.188036e-02 2.091206e-04 Fold08
2652 F M 4.886930e-02 2.940904e-02 9.213231e-01 3.985408e-04 Fold08
2653 F VF 6.659941e-01 2.759124e-01 5.410291e-02 3.990632e-03 Fold08
2654 F VF 8.241101e-01 1.513135e-01 2.447398e-02 1.024197e-04 Fold08
2655 F F 2.181860e-02 9.040511e-01 7.355658e-02 5.736893e-04 Fold08
2656 F F 5.262948e-02 7.026159e-01 2.426917e-01 2.062935e-03 Fold08
2657 F F 9.425196e-02 7.623862e-01 1.427524e-01 6.094979e-04 Fold08
2658 F F 8.706585e-02 7.724806e-01 1.398508e-01 6.026930e-04 Fold08
2659 F F 1.161495e-01 7.617840e-01 1.217055e-01 3.608728e-04 Fold08
2660 F F 5.361275e-02 7.438978e-01 1.995585e-01 2.930964e-03 Fold08
2661 F F 1.250860e-01 7.648775e-01 1.097648e-01 2.717181e-04 Fold08
2662 F F 6.896988e-02 7.864800e-01 1.432019e-01 1.348195e-03 Fold08
2663 F F 8.326201e-02 7.495285e-01 1.666383e-01 5.711996e-04 Fold08
2664 F F 1.055506e-01 7.601293e-01 1.339615e-01 3.586289e-04 Fold08
2665 F F 9.146757e-02 7.653919e-01 1.424952e-01 6.453368e-04 Fold08
2666 F F 1.229772e-01 7.666286e-01 1.101191e-01 2.750996e-04 Fold08
2667 F F 8.053200e-02 7.578089e-01 1.609289e-01 7.301241e-04 Fold08
2668 F F 6.031305e-02 7.533959e-01 1.850446e-01 1.246409e-03 Fold08
2669 F F 6.732523e-02 7.396644e-01 1.922360e-01 7.743872e-04 Fold08
2670 F F 9.222759e-02 7.274411e-01 1.797196e-01 6.116840e-04 Fold08
2671 F F 1.014580e-01 7.640908e-01 1.339445e-01 5.066443e-04 Fold08
2672 F F 6.307255e-02 7.126795e-01 2.227648e-01 1.483085e-03 Fold08
2673 F F 3.876439e-02 7.635017e-01 1.942433e-01 3.490600e-03 Fold08
2674 F F 5.726244e-02 7.629264e-01 1.792824e-01 5.287861e-04 Fold08
2675 F VF 7.793030e-01 2.048440e-01 1.583339e-02 1.960862e-05 Fold08
2676 F VF 7.623587e-01 2.207815e-01 1.683868e-02 2.117391e-05 Fold08
2677 F VF 7.596410e-01 2.212210e-01 1.911820e-02 1.976660e-05 Fold08
2678 F VF 7.337134e-01 2.404480e-01 2.580636e-02 3.224453e-05 Fold08
2679 F F 4.290561e-01 4.700914e-01 9.661384e-02 4.238666e-03 Fold08
2680 F F 2.788358e-01 5.248024e-01 1.841721e-01 1.218964e-02 Fold08
2681 F M 1.607171e-02 1.864848e-01 5.573972e-01 2.400462e-01 Fold08
2682 F M 3.507008e-02 2.366652e-01 5.355466e-01 1.927181e-01 Fold08
2683 F F 4.432864e-01 4.451734e-01 1.096922e-01 1.848083e-03 Fold08
2684 F M 1.706024e-02 2.668827e-02 9.559252e-01 3.263129e-04 Fold08
2685 F VF 6.330742e-01 3.276522e-01 3.915346e-02 1.201020e-04 Fold08
2686 F F 8.024038e-02 7.600028e-01 1.551336e-01 4.623294e-03 Fold08
2687 F F 8.553289e-02 7.903652e-01 1.203270e-01 3.774849e-03 Fold08
2688 F F 1.009230e-01 7.795518e-01 1.173311e-01 2.194135e-03 Fold08
2689 F F 7.699228e-02 7.803934e-01 1.372860e-01 5.328300e-03 Fold08
2690 F F 7.680915e-02 7.867290e-01 1.315724e-01 4.889441e-03 Fold08
2691 F F 7.603893e-02 7.844266e-01 1.344760e-01 5.058491e-03 Fold08
2692 F F 7.570570e-02 7.866988e-01 1.325751e-01 5.020384e-03 Fold08
2693 F F 6.644972e-02 7.526290e-01 1.732783e-01 7.642984e-03 Fold08
2694 F F 6.566348e-02 7.516886e-01 1.748006e-01 7.847289e-03 Fold08
2695 F F 6.554340e-02 7.516678e-01 1.749228e-01 7.866062e-03 Fold08
2696 F F 3.641556e-02 7.263727e-01 2.009963e-01 3.621548e-02 Fold08
2697 F F 1.751391e-02 6.008033e-01 2.977512e-01 8.393158e-02 Fold08
2698 F F 6.330608e-02 7.480190e-01 1.801664e-01 8.508482e-03 Fold08
2699 F F 6.291272e-02 7.456913e-01 1.825756e-01 8.820454e-03 Fold08
2700 F F 3.395615e-02 7.072309e-01 2.169551e-01 4.185786e-02 Fold08
2701 F F 3.757737e-02 7.097126e-01 2.364426e-01 1.626741e-02 Fold08
2702 F F 6.674457e-02 7.628363e-01 1.638643e-01 6.554889e-03 Fold08
2703 F F 6.442880e-02 7.454198e-01 1.833699e-01 6.781497e-03 Fold08
2704 F F 1.845003e-02 6.266042e-01 2.478760e-01 1.070698e-01 Fold08
2705 F F 5.455932e-02 7.553647e-01 1.827189e-01 7.357102e-03 Fold08
2706 F F 5.108267e-02 7.586407e-01 1.827517e-01 7.524971e-03 Fold08
2707 F F 1.013793e-01 7.836772e-01 1.119423e-01 3.001211e-03 Fold08
2708 F F 1.012784e-01 7.923164e-01 1.038128e-01 2.592430e-03 Fold08
2709 F F 2.518465e-02 6.670126e-01 2.593829e-01 4.841988e-02 Fold08
2710 F F 7.830673e-02 7.909167e-01 1.259722e-01 4.804391e-03 Fold08
2711 F F 9.718902e-02 7.859468e-01 1.137200e-01 3.144133e-03 Fold08
2712 F F 8.346097e-02 7.680352e-01 1.440326e-01 4.471196e-03 Fold08
2713 M VF 8.859705e-01 1.011508e-01 1.278193e-02 9.683605e-05 Fold08
2714 M L 1.208134e-03 3.372610e-02 1.188927e-01 8.461731e-01 Fold08
2715 M F 2.681581e-01 5.805866e-01 1.444426e-01 6.812643e-03 Fold08
2716 M M 7.248691e-02 1.205176e-01 4.350604e-01 3.719351e-01 Fold08
2717 M F 1.882425e-01 5.106265e-01 2.362756e-01 6.485547e-02 Fold08
2718 M F 2.239372e-01 5.836353e-01 1.867755e-01 5.652079e-03 Fold08
2719 M M 3.410486e-03 1.251394e-02 9.825428e-01 1.532726e-03 Fold08
2720 M F 7.337486e-02 6.073815e-01 3.132312e-01 6.012451e-03 Fold08
2721 M F 1.179747e-01 6.513740e-01 2.271022e-01 3.549062e-03 Fold08
2722 M M 8.331369e-03 2.812742e-01 4.068442e-01 3.035503e-01 Fold08
2723 M M 1.034221e-03 2.085531e-02 9.743591e-01 3.751411e-03 Fold08
2724 M F 1.724035e-01 6.570945e-01 1.689055e-01 1.596473e-03 Fold08
2725 M F 7.491715e-02 6.019019e-01 3.087728e-01 1.440815e-02 Fold08
2726 M L 1.199697e-02 5.063268e-02 5.213600e-02 8.852343e-01 Fold08
2727 M VF 8.711648e-01 1.212750e-01 7.542633e-03 1.757058e-05 Fold08
2728 M L 6.151887e-03 3.199974e-02 3.338070e-02 9.284677e-01 Fold08
2729 M VF 8.003195e-01 1.836458e-01 1.589650e-02 1.381095e-04 Fold08
2730 M M 2.754143e-04 3.474477e-01 4.662660e-01 1.860109e-01 Fold08
2731 M F 2.903561e-02 6.384803e-01 3.130641e-01 1.942000e-02 Fold08
2732 M M 1.086122e-02 1.760632e-01 8.120871e-01 9.884129e-04 Fold08
2733 M F 6.057773e-02 7.320116e-01 2.062453e-01 1.165319e-03 Fold08
2734 M F 4.130536e-02 6.889771e-01 2.675756e-01 2.141940e-03 Fold08
2735 M F 5.839518e-02 7.221628e-01 2.184960e-01 9.460417e-04 Fold08
2736 M F 5.232476e-02 7.593163e-01 1.857747e-01 2.584271e-03 Fold08
2737 M VF 5.204042e-01 3.834363e-01 9.555165e-02 6.078308e-04 Fold08
2738 M VF 7.945106e-01 1.923384e-01 1.313965e-02 1.137938e-05 Fold08
2739 M F 1.920589e-01 4.777972e-01 3.146857e-01 1.545810e-02 Fold08
2740 M M 2.900700e-02 2.170816e-01 5.514709e-01 2.024405e-01 Fold08
2741 M M 2.757061e-02 2.254249e-01 5.075507e-01 2.394538e-01 Fold08
2742 M M 2.848641e-02 2.231324e-01 5.492218e-01 1.991594e-01 Fold08
2743 M M 2.898929e-02 2.236860e-01 5.492416e-01 1.980832e-01 Fold08
2744 M VF 5.715329e-01 3.554954e-01 7.265088e-02 3.207543e-04 Fold08
2745 M VF 5.885191e-01 3.497360e-01 6.150534e-02 2.395542e-04 Fold08
2746 M F 8.009929e-02 7.631393e-01 1.516457e-01 5.115643e-03 Fold08
2747 M F 3.977086e-02 7.488638e-01 2.006777e-01 1.068759e-02 Fold08
2748 M F 6.203872e-02 7.740385e-01 1.551355e-01 8.787300e-03 Fold08
2749 M F 2.085917e-02 6.783664e-01 2.004760e-01 1.002984e-01 Fold08
2750 M F 2.014213e-02 6.492808e-01 2.136626e-01 1.169145e-01 Fold08
2751 M F 3.413977e-02 7.136108e-01 2.110328e-01 4.121664e-02 Fold08
2752 M F 3.082031e-02 6.538528e-01 2.641475e-01 5.117937e-02 Fold08
2753 M F 5.493372e-02 7.495924e-01 1.854522e-01 1.002167e-02 Fold08
2754 M F 3.760863e-02 7.123490e-01 2.267199e-01 2.332244e-02 Fold08
2755 L L 1.864357e-03 2.609525e-02 3.537901e-01 6.182503e-01 Fold08
2756 L F 1.922481e-01 6.603861e-01 1.450378e-01 2.328029e-03 Fold08
2757 L F 1.783137e-01 6.558467e-01 1.617209e-01 4.118721e-03 Fold08
2758 L L 2.881471e-06 7.132784e-04 5.181816e-03 9.941020e-01 Fold08
2759 L L 7.262086e-12 1.558945e-08 1.249030e-05 9.999875e-01 Fold08
2760 L F 2.714319e-01 4.121605e-01 2.829717e-01 3.343592e-02 Fold08
2761 L VF 4.350734e-01 3.915295e-01 1.605647e-01 1.283237e-02 Fold08
2762 L M 4.771883e-02 2.142368e-01 4.216452e-01 3.163992e-01 Fold08
2763 L L 9.258804e-08 1.527864e-03 3.074160e-02 9.677304e-01 Fold08
2764 L M 1.077460e-02 4.646060e-01 5.021146e-01 2.250481e-02 Fold08
2765 L M 5.207665e-03 4.099134e-01 4.527588e-01 1.321202e-01 Fold08
2766 L M 1.923176e-02 2.015502e-01 5.017830e-01 2.774350e-01 Fold08
2767 L L 4.619928e-08 6.088433e-05 4.691444e-04 9.994699e-01 Fold08
2768 L L 1.678422e-08 3.106861e-05 1.198070e-04 9.998491e-01 Fold08
2769 L L 1.631124e-06 7.190900e-04 2.762572e-03 9.965167e-01 Fold08
2770 L L 5.819943e-07 4.044906e-04 2.032719e-03 9.975622e-01 Fold08
2771 L L 5.994774e-07 3.745515e-04 1.124534e-03 9.985003e-01 Fold08
2772 L L 2.274412e-03 2.039117e-01 3.087879e-01 4.850260e-01 Fold08
2773 L F 3.899267e-02 7.210286e-01 2.176173e-01 2.236147e-02 Fold08
2774 L L 4.629758e-08 6.564526e-05 1.892774e-04 9.997450e-01 Fold08
2775 L L 9.709405e-08 1.051000e-04 6.678651e-04 9.992269e-01 Fold08
2776 VF VF 9.399712e-01 5.579105e-02 4.228538e-03 9.180935e-06 Fold09
2777 VF VF 9.532388e-01 4.384571e-02 2.910178e-03 5.354773e-06 Fold09
2778 VF VF 9.403719e-01 5.496889e-02 4.648928e-03 1.031191e-05 Fold09
2779 VF VF 9.600075e-01 3.804551e-02 1.944769e-03 2.194442e-06 Fold09
2780 VF VF 9.389143e-01 5.620018e-02 4.874313e-03 1.124373e-05 Fold09
2781 VF VF 9.426079e-01 5.209919e-02 5.283423e-03 9.463407e-06 Fold09
2782 VF VF 9.428437e-01 5.317823e-02 3.970011e-03 8.027906e-06 Fold09
2783 VF VF 9.430623e-01 5.297092e-02 3.958811e-03 7.966000e-06 Fold09
2784 VF VF 9.235479e-01 6.899301e-02 7.439464e-03 1.964565e-05 Fold09
2785 VF VF 9.220405e-01 7.032157e-02 7.617273e-03 2.066097e-05 Fold09
2786 VF VF 4.829568e-01 4.547236e-01 6.197821e-02 3.414327e-04 Fold09
2787 VF F 3.630383e-01 5.471667e-01 8.714509e-02 2.649884e-03 Fold09
2788 VF F 3.000263e-01 5.622204e-01 1.351650e-01 2.588281e-03 Fold09
2789 VF VF 9.308594e-01 6.142122e-02 7.689851e-03 2.949034e-05 Fold09
2790 VF VF 9.525404e-01 4.312138e-02 4.326048e-03 1.221606e-05 Fold09
2791 VF VF 9.534790e-01 4.103169e-02 5.480941e-03 8.377839e-06 Fold09
2792 VF VF 7.774346e-01 1.647265e-01 5.749932e-02 3.396343e-04 Fold09
2793 VF VF 8.404618e-01 1.316186e-01 2.778885e-02 1.308125e-04 Fold09
2794 VF VF 7.982905e-01 1.516923e-01 4.971233e-02 3.049493e-04 Fold09
2795 VF VF 9.327288e-01 5.680698e-02 1.044576e-02 1.844916e-05 Fold09
2796 VF VF 9.125367e-01 7.218018e-02 1.524741e-02 3.570882e-05 Fold09
2797 VF VF 9.873897e-01 1.206176e-02 5.478255e-04 7.152366e-07 Fold09
2798 VF VF 9.855222e-01 1.359803e-02 8.787373e-04 1.023682e-06 Fold09
2799 VF VF 9.811921e-01 1.775422e-02 1.049777e-03 3.917675e-06 Fold09
2800 VF VF 7.703857e-01 1.269287e-01 9.507454e-02 7.611080e-03 Fold09
2801 VF VF 9.887503e-01 1.084450e-02 4.047838e-04 4.275620e-07 Fold09
2802 VF VF 9.857636e-01 1.354796e-02 6.875189e-04 8.832654e-07 Fold09
2803 VF VF 9.832546e-01 1.581048e-02 9.329710e-04 1.973676e-06 Fold09
2804 VF VF 9.853480e-01 1.397197e-02 6.791101e-04 8.911330e-07 Fold09
2805 VF VF 9.764766e-01 2.132656e-02 2.192104e-03 4.770989e-06 Fold09
2806 VF VF 5.430722e-01 3.345343e-01 1.215615e-01 8.319772e-04 Fold09
2807 VF VF 6.624602e-01 2.948105e-01 4.244099e-02 2.882905e-04 Fold09
2808 VF VF 6.739023e-01 2.799942e-01 4.581675e-02 2.867590e-04 Fold09
2809 VF M 9.058835e-03 2.006131e-02 9.684046e-01 2.475251e-03 Fold09
2810 VF VF 7.546264e-01 2.239087e-01 2.139129e-02 7.361055e-05 Fold09
2811 VF VF 7.557299e-01 2.225452e-01 2.165047e-02 7.437970e-05 Fold09
2812 VF VF 6.194039e-01 3.061031e-01 7.392671e-02 5.663276e-04 Fold09
2813 VF VF 6.202304e-01 3.070868e-01 7.214173e-02 5.411342e-04 Fold09
2814 VF VF 7.406857e-01 2.341292e-01 2.506113e-02 1.238924e-04 Fold09
2815 VF VF 8.755458e-01 1.185185e-01 5.929153e-03 6.611115e-06 Fold09
2816 VF VF 8.318636e-01 1.597779e-01 8.330465e-03 2.810742e-05 Fold09
2817 VF VF 8.644707e-01 1.271290e-01 8.392338e-03 7.957968e-06 Fold09
2818 VF VF 8.535356e-01 1.381632e-01 8.292889e-03 8.300649e-06 Fold09
2819 VF VF 8.294102e-01 1.578899e-01 1.267916e-02 2.082008e-05 Fold09
2820 VF F 1.344154e-01 6.344969e-01 2.284739e-01 2.613842e-03 Fold09
2821 VF F 1.406737e-01 6.851633e-01 1.720029e-01 2.160120e-03 Fold09
2822 VF F 1.090653e-01 6.543515e-01 2.311143e-01 5.468880e-03 Fold09
2823 VF F 1.501612e-01 6.352904e-01 2.125133e-01 2.035132e-03 Fold09
2824 VF F 9.832909e-02 6.419956e-01 2.552636e-01 4.411748e-03 Fold09
2825 VF VF 9.871426e-01 1.248286e-02 3.741562e-04 3.392093e-07 Fold09
2826 VF VF 9.841030e-01 1.531829e-02 5.780385e-04 6.527838e-07 Fold09
2827 VF VF 9.840025e-01 1.541621e-02 5.806535e-04 6.585718e-07 Fold09
2828 VF VF 9.680927e-01 3.030092e-02 1.603171e-03 3.255607e-06 Fold09
2829 VF VF 9.894022e-01 1.034505e-02 2.523630e-04 3.919746e-07 Fold09
2830 VF VF 7.063664e-01 2.138699e-01 7.683478e-02 2.928880e-03 Fold09
2831 VF VF 9.861855e-01 1.338979e-02 4.242474e-04 4.410498e-07 Fold09
2832 VF VF 9.275705e-01 6.775844e-02 4.652351e-03 1.874030e-05 Fold09
2833 VF VF 9.914029e-01 8.411158e-03 1.857931e-04 1.170619e-07 Fold09
2834 VF VF 9.911137e-01 8.693131e-03 1.930838e-04 1.241724e-07 Fold09
2835 VF VF 9.592793e-01 3.855461e-02 2.154802e-03 1.132067e-05 Fold09
2836 VF VF 7.235043e-01 2.295029e-01 4.628390e-02 7.088859e-04 Fold09
2837 VF VF 4.819877e-01 3.876804e-01 1.261031e-01 4.228810e-03 Fold09
2838 VF VF 9.314052e-01 6.290051e-02 5.670685e-03 2.364281e-05 Fold09
2839 VF VF 9.853615e-01 1.403231e-02 6.054781e-04 6.951604e-07 Fold09
2840 VF VF 5.879786e-01 2.259903e-01 1.662901e-01 1.974098e-02 Fold09
2841 VF VF 9.918074e-01 8.027100e-03 1.653444e-04 1.904058e-07 Fold09
2842 VF VF 9.668384e-01 3.089886e-02 2.257288e-03 5.483149e-06 Fold09
2843 VF VF 9.913144e-01 8.465285e-03 2.201643e-04 1.751871e-07 Fold09
2844 VF VF 9.558171e-01 4.140778e-02 2.766602e-03 8.536429e-06 Fold09
2845 VF VF 9.877346e-01 1.189147e-02 3.731062e-04 7.852504e-07 Fold09
2846 VF VF 9.803187e-01 1.898742e-02 6.929841e-04 8.564028e-07 Fold09
2847 VF VF 9.520709e-01 4.479764e-02 3.123106e-03 8.320581e-06 Fold09
2848 VF VF 9.913482e-01 8.347339e-03 3.042833e-04 1.491134e-07 Fold09
2849 VF VF 9.822918e-01 1.677014e-02 9.368596e-04 1.235131e-06 Fold09
2850 VF VF 9.878453e-01 1.182565e-02 3.285406e-04 5.388699e-07 Fold09
2851 VF VF 9.876484e-01 1.200616e-02 3.451267e-04 2.925847e-07 Fold09
2852 VF VF 9.684467e-01 3.010743e-02 1.443174e-03 2.705556e-06 Fold09
2853 VF VF 9.941327e-01 5.749537e-03 1.176949e-04 5.638522e-08 Fold09
2854 VF VF 9.848868e-01 1.444785e-02 6.642892e-04 1.055045e-06 Fold09
2855 VF VF 8.215162e-01 1.564869e-01 2.180548e-02 1.914092e-04 Fold09
2856 VF VF 7.077506e-01 2.874213e-01 4.815941e-03 1.213407e-05 Fold09
2857 VF VF 9.088823e-01 8.908039e-02 1.992047e-03 4.523638e-05 Fold09
2858 VF VF 9.187098e-01 7.802986e-02 3.254344e-03 5.976959e-06 Fold09
2859 VF VF 9.143897e-01 8.262926e-02 2.975429e-03 5.576676e-06 Fold09
2860 VF VF 8.856369e-01 1.092528e-01 5.085780e-03 2.454318e-05 Fold09
2861 VF VF 8.814312e-01 1.134277e-01 5.116076e-03 2.496190e-05 Fold09
2862 VF VF 8.835107e-01 1.111326e-01 5.343491e-03 1.315414e-05 Fold09
2863 VF VF 8.616752e-01 1.281041e-01 1.018969e-02 3.101163e-05 Fold09
2864 VF VF 8.615328e-01 1.285993e-01 9.837773e-03 3.015743e-05 Fold09
2865 VF VF 8.866767e-01 1.074443e-01 5.864284e-03 1.470297e-05 Fold09
2866 VF VF 9.103583e-01 8.654287e-02 3.092639e-03 6.239275e-06 Fold09
2867 VF VF 8.941165e-01 1.017440e-01 4.122747e-03 1.678934e-05 Fold09
2868 VF VF 8.763451e-01 1.170439e-01 6.573895e-03 3.702208e-05 Fold09
2869 VF VF 8.736682e-01 1.200789e-01 6.218002e-03 3.482837e-05 Fold09
2870 VF VF 8.785298e-01 1.155400e-01 5.898063e-03 3.215202e-05 Fold09
2871 VF VF 8.780642e-01 1.158876e-01 6.014944e-03 3.320224e-05 Fold09
2872 VF VF 8.838802e-01 1.105541e-01 5.551158e-03 1.449253e-05 Fold09
2873 VF VF 8.769480e-01 1.151662e-01 7.867303e-03 1.851316e-05 Fold09
2874 VF VF 8.888467e-01 1.067125e-01 4.425692e-03 1.511304e-05 Fold09
2875 VF VF 9.036399e-01 9.200399e-02 4.347702e-03 8.414703e-06 Fold09
2876 VF VF 8.938372e-01 9.930980e-02 6.838680e-03 1.431049e-05 Fold09
2877 VF VF 6.395005e-01 3.523341e-01 8.121586e-03 4.378398e-05 Fold09
2878 VF VF 6.373864e-01 3.543151e-01 8.253270e-03 4.523981e-05 Fold09
2879 VF VF 8.732006e-01 1.193572e-01 7.418186e-03 2.403728e-05 Fold09
2880 VF VF 8.965082e-01 9.889279e-02 4.586561e-03 1.246423e-05 Fold09
2881 VF VF 6.357948e-01 3.543305e-01 9.816502e-03 5.822883e-05 Fold09
2882 VF VF 8.723874e-01 1.196293e-01 7.956882e-03 2.637935e-05 Fold09
2883 VF VF 8.616162e-01 1.307188e-01 7.611716e-03 5.324806e-05 Fold09
2884 VF VF 6.214246e-01 3.692494e-01 9.268620e-03 5.731012e-05 Fold09
2885 VF VF 8.540560e-01 1.372831e-01 8.594522e-03 6.630485e-05 Fold09
2886 VF VF 8.558186e-01 1.356968e-01 8.420595e-03 6.410276e-05 Fold09
2887 VF VF 6.227186e-01 3.664648e-01 1.074645e-02 7.013741e-05 Fold09
2888 VF VF 6.200962e-01 3.688503e-01 1.098034e-02 7.313748e-05 Fold09
2889 VF VF 8.477632e-01 1.423027e-01 9.851621e-03 8.251125e-05 Fold09
2890 VF VF 8.844712e-01 1.103076e-01 5.197047e-03 2.411265e-05 Fold09
2891 VF VF 9.105457e-01 8.473580e-02 4.711332e-03 7.153698e-06 Fold09
2892 VF VF 9.217091e-01 7.524578e-02 3.039840e-03 5.246440e-06 Fold09
2893 VF VF 8.682759e-01 1.230327e-01 8.667577e-03 2.378368e-05 Fold09
2894 VF VF 7.893979e-01 1.866619e-01 2.380131e-02 1.388227e-04 Fold09
2895 VF VF 8.643746e-01 1.271464e-01 8.455495e-03 2.351059e-05 Fold09
2896 VF VF 9.045543e-01 9.037927e-02 5.058340e-03 8.112333e-06 Fold09
2897 VF VF 8.989809e-01 9.608209e-02 4.921690e-03 1.532538e-05 Fold09
2898 VF VF 8.613687e-01 1.291847e-01 9.419203e-03 2.735526e-05 Fold09
2899 VF VF 8.684634e-01 1.223566e-01 9.154499e-03 2.554584e-05 Fold09
2900 VF VF 8.623994e-01 1.283042e-01 9.220208e-03 7.621788e-05 Fold09
2901 VF VF 9.754492e-01 2.376012e-02 7.903064e-04 4.144074e-07 Fold09
2902 VF VF 9.522711e-01 4.479755e-02 2.927377e-03 3.929022e-06 Fold09
2903 VF VF 9.709685e-01 2.790683e-02 1.123316e-03 1.379053e-06 Fold09
2904 VF VF 9.761278e-01 2.322108e-02 6.508601e-04 3.076348e-07 Fold09
2905 VF VF 9.848568e-01 1.480209e-02 3.410460e-04 1.096326e-07 Fold09
2906 VF VF 9.794627e-01 1.997210e-02 5.649578e-04 2.392984e-07 Fold09
2907 VF VF 9.759938e-01 2.289365e-02 1.112006e-03 5.641352e-07 Fold09
2908 VF F 4.415518e-01 4.454314e-01 1.120335e-01 9.833464e-04 Fold09
2909 VF VF 9.267095e-01 6.693902e-02 6.340378e-03 1.107729e-05 Fold09
2910 VF VF 9.463202e-01 5.117456e-02 2.502921e-03 2.354355e-06 Fold09
2911 VF VF 9.848905e-01 1.457271e-02 5.366206e-04 1.449820e-07 Fold09
2912 VF VF 9.650739e-01 3.361417e-02 1.311005e-03 9.030409e-07 Fold09
2913 VF VF 9.510005e-01 4.440124e-02 4.590734e-03 7.517473e-06 Fold09
2914 VF F 7.624403e-02 7.988438e-01 1.240423e-01 8.698090e-04 Fold09
2915 VF F 1.046580e-01 7.958902e-01 9.913979e-02 3.120450e-04 Fold09
2916 VF F 7.956870e-02 7.578948e-01 1.620325e-01 5.040092e-04 Fold09
2917 VF F 8.779238e-02 7.734261e-01 1.383836e-01 3.978778e-04 Fold09
2918 VF F 9.120986e-02 8.004179e-01 1.080341e-01 3.380852e-04 Fold09
2919 VF F 1.145305e-01 7.993631e-01 8.587987e-02 2.265080e-04 Fold09
2920 VF F 1.053964e-01 7.733958e-01 1.209428e-01 2.649839e-04 Fold09
2921 VF VF 6.013366e-01 3.453226e-01 5.319490e-02 1.458558e-04 Fold09
2922 VF VF 7.546991e-01 2.208620e-01 2.441792e-02 2.098478e-05 Fold09
2923 VF VF 7.867115e-01 1.985194e-01 1.475477e-02 1.432008e-05 Fold09
2924 VF VF 7.919319e-01 1.930260e-01 1.502807e-02 1.402517e-05 Fold09
2925 VF VF 7.106629e-01 2.616628e-01 2.760309e-02 7.117905e-05 Fold09
2926 VF VF 6.887443e-01 2.855626e-01 2.561660e-02 7.646848e-05 Fold09
2927 VF VF 6.378371e-01 3.147318e-01 4.734378e-02 8.727547e-05 Fold09
2928 VF VF 7.784815e-01 2.032877e-01 1.821800e-02 1.283809e-05 Fold09
2929 VF VF 6.272711e-01 3.221065e-01 5.052543e-02 9.690799e-05 Fold09
2930 VF VF 7.523572e-01 2.276107e-01 2.000735e-02 2.477693e-05 Fold09
2931 VF VF 7.511132e-01 2.309382e-01 1.791267e-02 3.596958e-05 Fold09
2932 VF VF 7.725046e-01 2.115755e-01 1.590535e-02 1.456118e-05 Fold09
2933 VF VF 7.412103e-01 2.378194e-01 2.094257e-02 2.772570e-05 Fold09
2934 VF VF 6.241941e-01 3.222248e-01 5.347373e-02 1.073997e-04 Fold09
2935 VF VF 6.849625e-01 2.841291e-01 3.080817e-02 1.002921e-04 Fold09
2936 VF VF 7.998608e-01 1.840215e-01 1.610728e-02 1.039932e-05 Fold09
2937 VF VF 6.619187e-01 2.997966e-01 3.821589e-02 6.875610e-05 Fold09
2938 VF VF 7.218078e-01 2.428006e-01 3.534976e-02 4.185808e-05 Fold09
2939 VF VF 6.763860e-01 2.932945e-01 3.021036e-02 1.091686e-04 Fold09
2940 VF VF 6.051013e-01 3.351005e-01 5.965356e-02 1.446380e-04 Fold09
2941 VF VF 6.584390e-01 3.039954e-01 3.741236e-02 1.532331e-04 Fold09
2942 VF VF 8.109067e-01 1.772818e-01 1.180200e-02 9.439481e-06 Fold09
2943 VF VF 7.664865e-01 2.150995e-01 1.839611e-02 1.786094e-05 Fold09
2944 VF VF 6.424773e-01 3.180827e-01 3.925878e-02 1.812777e-04 Fold09
2945 VF VF 7.938679e-01 1.880558e-01 1.806373e-02 1.258982e-05 Fold09
2946 VF VF 6.023094e-01 3.427356e-01 5.461322e-02 3.418138e-04 Fold09
2947 VF VF 6.872860e-01 2.793948e-01 3.327355e-02 4.570549e-05 Fold09
2948 VF F 6.842116e-02 8.244206e-01 1.033474e-01 3.810834e-03 Fold09
2949 VF F 8.754319e-02 8.050499e-01 1.056067e-01 1.800261e-03 Fold09
2950 VF F 8.190155e-02 8.250275e-01 9.007223e-02 2.998753e-03 Fold09
2951 VF F 8.364137e-02 8.185516e-01 9.458825e-02 3.218798e-03 Fold09
2952 VF F 6.655034e-02 8.221456e-01 1.074843e-01 3.819758e-03 Fold09
2953 F F 3.044691e-01 5.581997e-01 1.348026e-01 2.528551e-03 Fold09
2954 F F 3.052249e-01 5.579878e-01 1.342846e-01 2.502756e-03 Fold09
2955 F VF 5.847529e-01 2.093094e-01 1.825095e-01 2.342816e-02 Fold09
2956 F F 3.222262e-01 4.108290e-01 2.585258e-01 8.419025e-03 Fold09
2957 F VF 5.966737e-01 2.974332e-01 1.054318e-01 4.612830e-04 Fold09
2958 F VF 6.799034e-01 2.724607e-01 4.741473e-02 2.211843e-04 Fold09
2959 F M 7.597496e-02 2.670726e-01 4.195205e-01 2.374319e-01 Fold09
2960 F VF 6.999918e-01 2.528384e-01 4.695877e-02 2.110410e-04 Fold09
2961 F VF 5.689378e-01 3.500870e-01 8.025611e-02 7.190736e-04 Fold09
2962 F VF 8.555515e-01 1.287587e-01 1.567813e-02 1.163448e-05 Fold09
2963 F VF 7.915449e-01 1.855987e-01 2.281935e-02 3.704979e-05 Fold09
2964 F VF 8.276730e-01 1.589785e-01 1.332628e-02 2.220177e-05 Fold09
2965 F VF 8.441143e-01 1.435692e-01 1.229810e-02 1.840404e-05 Fold09
2966 F VF 7.886291e-01 1.914958e-01 1.977815e-02 9.694337e-05 Fold09
2967 F F 1.383968e-01 6.372290e-01 2.220364e-01 2.337848e-03 Fold09
2968 F F 1.154427e-01 6.890654e-01 1.894525e-01 6.039400e-03 Fold09
2969 F F 1.591286e-01 6.577436e-01 1.818840e-01 1.243744e-03 Fold09
2970 F L 2.705969e-04 2.689725e-02 2.395774e-01 7.332547e-01 Fold09
2971 F F 8.919176e-02 6.532580e-01 2.454080e-01 1.214226e-02 Fold09
2972 F F 1.000640e-01 6.439074e-01 2.518136e-01 4.215017e-03 Fold09
2973 F L 2.526308e-05 4.800168e-03 8.822822e-02 9.069464e-01 Fold09
2974 F F 8.593627e-02 5.810340e-01 3.271995e-01 5.830240e-03 Fold09
2975 F F 1.362640e-01 6.850510e-01 1.763681e-01 2.316876e-03 Fold09
2976 F F 1.738410e-01 6.779041e-01 1.466508e-01 1.604121e-03 Fold09
2977 F F 7.113471e-02 6.392423e-01 2.722608e-01 1.736218e-02 Fold09
2978 F L 7.483836e-02 3.945731e-02 5.966672e-02 8.260376e-01 Fold09
2979 F VF 8.998556e-01 7.965692e-02 1.904474e-02 1.442778e-03 Fold09
2980 F VF 6.011922e-01 2.052879e-01 1.403892e-01 5.313067e-02 Fold09
2981 F VF 4.451629e-01 1.943156e-01 2.678622e-01 9.265926e-02 Fold09
2982 F L 1.914928e-04 1.952795e-03 3.420599e-02 9.636497e-01 Fold09
2983 F L 1.045781e-06 1.006890e-04 5.387912e-03 9.945104e-01 Fold09
2984 F VF 8.190935e-01 1.665585e-01 1.405517e-02 2.928626e-04 Fold09
2985 F VF 8.468522e-01 1.418790e-01 1.121383e-02 5.493804e-05 Fold09
2986 F VF 7.959108e-01 1.865314e-01 1.734087e-02 2.169018e-04 Fold09
2987 F M 2.226956e-01 7.161382e-02 7.054752e-01 2.154047e-04 Fold09
2988 F VF 9.085166e-01 8.737595e-02 4.098746e-03 8.651379e-06 Fold09
2989 F VF 8.874718e-01 1.066538e-01 5.859655e-03 1.467617e-05 Fold09
2990 F VF 8.544969e-01 1.366725e-01 8.802046e-03 2.855871e-05 Fold09
2991 F VF 8.984035e-01 9.719930e-02 4.386331e-03 1.089752e-05 Fold09
2992 F VF 3.850398e-01 3.810905e-01 2.145042e-01 1.936547e-02 Fold09
2993 F L 1.390652e-02 3.773591e-02 6.520270e-02 8.831549e-01 Fold09
2994 F L 1.400706e-02 3.795384e-02 6.540925e-02 8.826298e-01 Fold09
2995 F L 1.833694e-02 4.388057e-02 5.638027e-02 8.814022e-01 Fold09
2996 F VF 7.752829e-01 1.536197e-01 7.101324e-02 8.412220e-05 Fold09
2997 F L 1.810954e-02 4.403015e-02 5.563104e-02 8.822293e-01 Fold09
2998 F VF 5.937616e-01 3.949387e-01 1.121482e-02 8.484735e-05 Fold09
2999 F VF 5.805688e-01 4.070782e-01 1.225119e-02 1.018118e-04 Fold09
3000 F VF 5.520425e-01 4.330748e-01 1.473303e-02 1.496229e-04 Fold09
3001 F VF 5.487098e-01 4.360771e-01 1.505653e-02 1.566354e-04 Fold09
3002 F VF 8.435713e-01 1.421370e-01 1.425740e-02 3.435744e-05 Fold09
3003 F VF 7.581732e-01 2.085254e-01 3.315584e-02 1.455763e-04 Fold09
3004 F F 3.767735e-01 4.951596e-01 1.241692e-01 3.897653e-03 Fold09
3005 F VF 4.681197e-01 4.138585e-01 1.166559e-01 1.365887e-03 Fold09
3006 F F 2.917125e-01 3.866736e-01 2.907292e-01 3.088477e-02 Fold09
3007 F L 6.031987e-02 6.055909e-02 1.026041e-01 7.765169e-01 Fold09
3008 F F 7.530469e-02 8.039068e-01 1.198638e-01 9.247096e-04 Fold09
3009 F F 7.941536e-02 7.771105e-01 1.430458e-01 4.283598e-04 Fold09
3010 F F 1.132479e-02 5.072392e-01 4.629534e-01 1.848264e-02 Fold09
3011 F F 5.232829e-02 7.376475e-01 2.089571e-01 1.067134e-03 Fold09
3012 F F 9.211559e-02 7.926633e-01 1.148097e-01 4.113320e-04 Fold09
3013 F F 6.799611e-02 7.929433e-01 1.377818e-01 1.278794e-03 Fold09
3014 F F 4.549973e-02 7.447722e-01 2.083748e-01 1.353298e-03 Fold09
3015 F F 6.475090e-02 7.890007e-01 1.455265e-01 7.219219e-04 Fold09
3016 F F 9.027554e-02 7.907297e-01 1.186176e-01 3.772080e-04 Fold09
3017 F F 6.159713e-02 7.809023e-01 1.559276e-01 1.572978e-03 Fold09
3018 F F 6.393756e-02 7.403661e-01 1.950326e-01 6.636970e-04 Fold09
3019 F F 5.891374e-02 7.856335e-01 1.537286e-01 1.724093e-03 Fold09
3020 F F 5.773214e-02 7.891011e-01 1.513105e-01 1.856283e-03 Fold09
3021 F F 5.560235e-02 7.433320e-01 2.001273e-01 9.382598e-04 Fold09
3022 F F 7.187327e-02 8.013737e-01 1.262608e-01 4.922656e-04 Fold09
3023 F F 8.735172e-02 7.901417e-01 1.220970e-01 4.095883e-04 Fold09
3024 F F 7.751850e-02 8.293537e-01 9.247187e-02 6.559563e-04 Fold09
3025 F F 9.864444e-02 8.542448e-01 4.555845e-02 1.552291e-03 Fold09
3026 F F 5.538209e-02 7.618595e-01 1.814283e-01 1.330193e-03 Fold09
3027 F VF 8.002386e-01 1.857817e-01 1.396778e-02 1.185528e-05 Fold09
3028 F VF 7.205647e-01 2.535005e-01 2.588191e-02 5.285373e-05 Fold09
3029 F VF 6.213937e-01 3.303100e-01 4.822813e-02 6.813194e-05 Fold09
3030 F VF 7.061312e-01 2.695257e-01 2.428356e-02 5.953161e-05 Fold09
3031 F F 3.381472e-01 4.447021e-01 2.146076e-01 2.543060e-03 Fold09
3032 F VF 7.395848e-01 2.379744e-01 2.238833e-02 5.240954e-05 Fold09
3033 F VF 4.392063e-01 4.348324e-01 1.205492e-01 5.412172e-03 Fold09
3034 F VF 4.386171e-01 4.350806e-01 1.208585e-01 5.443749e-03 Fold09
3035 F VF 6.678148e-01 2.837957e-01 4.827624e-02 1.132276e-04 Fold09
3036 F F 4.029741e-01 4.191431e-01 1.714238e-01 6.459057e-03 Fold09
3037 F VF 7.314332e-01 2.323774e-01 3.615711e-02 3.224852e-05 Fold09
3038 F F 3.527995e-01 4.610041e-01 1.673016e-01 1.889494e-02 Fold09
3039 F F 3.500007e-01 4.626098e-01 1.682109e-01 1.917858e-02 Fold09
3040 F VF 6.774138e-01 2.874825e-01 3.505631e-02 4.742526e-05 Fold09
3041 F VF 6.806180e-01 2.862553e-01 3.300437e-02 1.222808e-04 Fold09
3042 F F 7.984564e-02 8.083305e-01 1.088649e-01 2.958965e-03 Fold09
3043 F F 6.469550e-02 8.103287e-01 1.201127e-01 4.863050e-03 Fold09
3044 F F 6.641043e-02 7.635618e-01 1.655879e-01 4.439898e-03 Fold09
3045 F F 6.781904e-02 7.937491e-01 1.342058e-01 4.226022e-03 Fold09
3046 F F 5.590173e-02 8.237041e-01 1.104268e-01 9.967460e-03 Fold09
3047 F F 5.719455e-02 8.122551e-01 1.245114e-01 6.039015e-03 Fold09
3048 F F 6.124552e-02 7.880451e-01 1.453497e-01 5.359671e-03 Fold09
3049 F F 7.104445e-02 8.181823e-01 1.062562e-01 4.517101e-03 Fold09
3050 F F 1.310780e-02 4.982083e-01 3.973056e-01 9.137836e-02 Fold09
3051 F F 5.222560e-02 8.133435e-01 1.274668e-01 6.964098e-03 Fold09
3052 F F 1.184582e-02 4.610589e-01 2.031852e-01 3.239100e-01 Fold09
3053 F F 5.084929e-02 8.081521e-01 1.333637e-01 7.634949e-03 Fold09
3054 F F 3.422652e-02 7.487231e-01 1.775841e-01 3.946638e-02 Fold09
3055 F F 3.633304e-02 7.449079e-01 2.032619e-01 1.549714e-02 Fold09
3056 F F 3.685369e-02 7.472600e-01 2.008926e-01 1.499374e-02 Fold09
3057 F F 3.670330e-02 7.456104e-01 2.024770e-01 1.520933e-02 Fold09
3058 F F 6.511812e-02 8.194983e-01 1.100458e-01 5.337790e-03 Fold09
3059 F F 3.428996e-02 7.497495e-01 1.769219e-01 3.903856e-02 Fold09
3060 F F 4.068773e-02 7.677610e-01 1.653214e-01 2.622981e-02 Fold09
3061 M M 7.155176e-02 1.002124e-01 5.431120e-01 2.851238e-01 Fold09
3062 M M 1.031897e-01 1.210380e-01 4.139541e-01 3.618182e-01 Fold09
3063 M VF 8.033616e-01 1.812899e-01 1.530473e-02 4.369350e-05 Fold09
3064 M VF 7.921806e-01 1.904370e-01 1.734455e-02 3.782830e-05 Fold09
3065 M VF 7.919321e-01 1.906453e-01 1.738459e-02 3.799163e-05 Fold09
3066 M VF 7.881023e-01 1.939767e-01 1.788144e-02 3.952626e-05 Fold09
3067 M M 7.652060e-02 2.890910e-01 3.734261e-01 2.609623e-01 Fold09
3068 M F 1.937012e-01 6.713061e-01 1.339702e-01 1.022423e-03 Fold09
3069 M M 8.169701e-03 2.160225e-01 4.077350e-01 3.680728e-01 Fold09
3070 M L 2.293211e-04 2.525961e-02 2.430033e-01 7.315078e-01 Fold09
3071 M F 9.146686e-02 6.058880e-01 2.972285e-01 5.416638e-03 Fold09
3072 M F 1.474748e-01 6.526049e-01 1.980145e-01 1.905824e-03 Fold09
3073 M F 5.564258e-02 5.963860e-01 3.323806e-01 1.559079e-02 Fold09
3074 M F 9.291633e-02 6.478259e-01 2.545714e-01 4.686358e-03 Fold09
3075 M F 4.888165e-02 4.760127e-01 4.179091e-01 5.719655e-02 Fold09
3076 M F 5.163201e-02 7.502890e-01 1.965162e-01 1.562812e-03 Fold09
3077 M F 5.315519e-02 6.653500e-01 2.808374e-01 6.574022e-04 Fold09
3078 M F 3.308398e-02 7.785636e-01 1.868234e-01 1.529091e-03 Fold09
3079 M F 9.865592e-03 4.859068e-01 4.025036e-01 1.017240e-01 Fold09
3080 M F 6.468475e-02 7.860637e-01 1.484475e-01 8.040829e-04 Fold09
3081 M F 6.278392e-02 7.403023e-01 1.960268e-01 8.869233e-04 Fold09
3082 M F 7.380439e-02 7.563929e-01 1.691383e-01 6.643957e-04 Fold09
3083 M F 5.892666e-02 7.907055e-01 1.485316e-01 1.836240e-03 Fold09
3084 M F 7.382064e-02 7.862605e-01 1.391616e-01 7.572529e-04 Fold09
3085 M F 5.046410e-02 7.292536e-01 2.179550e-01 2.327336e-03 Fold09
3086 M F 2.044804e-01 4.610804e-01 3.209104e-01 1.352875e-02 Fold09
3087 M M 3.556389e-02 2.135077e-01 6.186306e-01 1.322979e-01 Fold09
3088 M F 4.876141e-02 7.797634e-01 1.638589e-01 7.616301e-03 Fold09
3089 M M 5.229260e-04 2.020596e-02 9.754873e-01 3.783810e-03 Fold09
3090 M F 5.691944e-02 8.250694e-01 1.080621e-01 9.949122e-03 Fold09
3091 M F 3.990752e-02 7.707606e-01 1.780682e-01 1.126364e-02 Fold09
3092 M L 4.927611e-03 2.605232e-01 1.462656e-01 5.882836e-01 Fold09
3093 M F 2.225047e-02 6.590935e-01 2.050389e-01 1.136171e-01 Fold09
3094 M F 2.839088e-02 6.887525e-01 2.374251e-01 4.543149e-02 Fold09
3095 M F 2.444126e-02 6.139674e-01 3.142641e-01 4.732718e-02 Fold09
3096 M F 3.067627e-02 6.864103e-01 2.363844e-01 4.652900e-02 Fold09
3097 M F 3.349867e-02 7.494133e-01 1.775927e-01 3.949530e-02 Fold09
3098 M F 5.768277e-02 7.752278e-01 1.602284e-01 6.861075e-03 Fold09
3099 M F 4.355500e-02 7.834942e-01 1.646656e-01 8.285158e-03 Fold09
3100 M F 4.762625e-02 7.875491e-01 1.544011e-01 1.042353e-02 Fold09
3101 M M 1.997023e-04 1.478912e-02 9.728664e-01 1.214481e-02 Fold09
3102 L L 3.599973e-03 8.254870e-02 3.295524e-01 5.842989e-01 Fold09
3103 L F 7.578033e-02 6.295435e-01 2.878722e-01 6.803947e-03 Fold09
3104 L M 1.627056e-01 3.145099e-01 3.570698e-01 1.657148e-01 Fold09
3105 L L 2.338712e-05 5.504847e-03 2.739960e-02 9.670722e-01 Fold09
3106 L L 1.189884e-05 3.533848e-03 2.286841e-02 9.735858e-01 Fold09
3107 L L 8.963581e-05 2.945136e-02 2.674465e-01 7.030125e-01 Fold09
3108 L F 3.355886e-02 6.920330e-01 2.714073e-01 3.000763e-03 Fold09
3109 L F 3.219717e-02 6.913808e-01 2.726879e-01 3.734085e-03 Fold09
3110 L M 1.374424e-02 1.635275e-01 4.439600e-01 3.787682e-01 Fold09
3111 L L 7.360614e-08 5.826236e-05 7.346419e-04 9.992070e-01 Fold09
3112 L L 4.412389e-08 3.721722e-05 5.274408e-04 9.994353e-01 Fold09
3113 L L 1.941808e-06 6.004316e-04 3.468040e-03 9.959296e-01 Fold09
3114 L F 5.120046e-02 8.093935e-01 1.324682e-01 6.937845e-03 Fold09
3115 L L 2.025675e-06 6.294111e-04 3.495364e-03 9.958732e-01 Fold09
3116 L L 1.343929e-06 4.732826e-04 2.479341e-03 9.970460e-01 Fold09
3117 L L 1.038833e-03 1.335763e-01 2.803882e-01 5.849967e-01 Fold09
3118 L L 9.922434e-04 1.345295e-01 2.734747e-01 5.910035e-01 Fold09
3119 L L 2.261222e-06 6.570032e-04 2.773033e-03 9.965677e-01 Fold09
3120 L L 1.620529e-04 3.417920e-02 1.068429e-01 8.588159e-01 Fold09
3121 L L 1.555944e-07 1.030788e-04 1.046124e-03 9.988506e-01 Fold09
3122 VF VF 9.514221e-01 4.530554e-02 3.265587e-03 6.767586e-06 Fold10
3123 VF VF 9.568102e-01 4.074899e-02 2.436014e-03 4.792772e-06 Fold10
3124 VF VF 9.291768e-01 6.415580e-02 6.648588e-03 1.878517e-05 Fold10
3125 VF VF 9.542097e-01 4.285761e-02 2.928108e-03 4.538548e-06 Fold10
3126 VF VF 9.424877e-01 5.253284e-02 4.967264e-03 1.218337e-05 Fold10
3127 VF VF 9.539190e-01 4.334142e-02 2.734514e-03 5.096001e-06 Fold10
3128 VF VF 9.539798e-01 4.306550e-02 2.949139e-03 5.582539e-06 Fold10
3129 VF F 3.051345e-01 5.763936e-01 1.156068e-01 2.865124e-03 Fold10
3130 VF F 3.059256e-01 5.771329e-01 1.140598e-01 2.881769e-03 Fold10
3131 VF F 3.343705e-01 5.896899e-01 7.224146e-02 3.698135e-03 Fold10
3132 VF VF 8.954744e-01 8.867221e-02 1.582015e-02 3.321604e-05 Fold10
3133 VF VF 9.617978e-01 3.512873e-02 3.070558e-03 2.939357e-06 Fold10
3134 VF VF 8.130249e-01 1.462838e-01 4.055096e-02 1.404274e-04 Fold10
3135 VF VF 9.449739e-01 4.944682e-02 5.570691e-03 8.618843e-06 Fold10
3136 VF VF 8.654076e-01 1.064289e-01 2.808360e-02 7.987037e-05 Fold10
3137 VF VF 9.524250e-01 4.134834e-02 6.189532e-03 3.712844e-05 Fold10
3138 VF VF 9.873147e-01 1.221845e-02 4.663728e-04 4.617135e-07 Fold10
3139 VF VF 9.883752e-01 1.119965e-02 4.247770e-04 3.717456e-07 Fold10
3140 VF VF 9.883205e-01 1.129336e-02 3.857927e-04 3.306408e-07 Fold10
3141 VF VF 9.863060e-01 1.307976e-02 6.136382e-04 6.086910e-07 Fold10
3142 VF VF 9.875955e-01 1.183610e-02 5.680278e-04 4.106255e-07 Fold10
3143 VF VF 9.832349e-01 1.589041e-02 8.735099e-04 1.231191e-06 Fold10
3144 VF VF 9.882197e-01 1.137279e-02 4.071665e-04 3.576893e-07 Fold10
3145 VF VF 9.881919e-01 1.139885e-02 4.089310e-04 3.608608e-07 Fold10
3146 VF VF 9.710775e-01 2.646343e-02 2.452878e-03 6.167748e-06 Fold10
3147 VF VF 9.872222e-01 1.213333e-02 6.439404e-04 5.008502e-07 Fold10
3148 VF VF 9.688941e-01 2.830724e-02 2.788264e-03 1.039504e-05 Fold10
3149 VF VF 9.577471e-01 3.698798e-02 5.238573e-03 2.633376e-05 Fold10
3150 VF VF 9.811184e-01 1.781809e-02 1.062277e-03 1.280137e-06 Fold10
3151 VF VF 6.281864e-01 3.255770e-01 4.593123e-02 3.054329e-04 Fold10
3152 VF VF 6.189651e-01 3.299256e-01 5.078587e-02 3.233464e-04 Fold10
3153 VF VF 6.631933e-01 2.992065e-01 3.739432e-02 2.058539e-04 Fold10
3154 VF VF 6.584101e-01 3.032385e-01 3.814091e-02 2.104754e-04 Fold10
3155 VF VF 6.999611e-01 2.745512e-01 2.536641e-02 1.213124e-04 Fold10
3156 VF F 2.572819e-01 4.691768e-01 2.148868e-01 5.865450e-02 Fold10
3157 VF VF 5.930160e-01 3.542788e-01 5.234501e-02 3.602053e-04 Fold10
3158 VF VF 5.661458e-01 3.687834e-01 6.460525e-02 4.655278e-04 Fold10
3159 VF VF 7.531268e-01 2.203777e-01 2.643213e-02 6.340267e-05 Fold10
3160 VF VF 6.992592e-01 2.757589e-01 2.481356e-02 1.683653e-04 Fold10
3161 VF VF 7.538301e-01 2.212435e-01 2.486730e-02 5.910245e-05 Fold10
3162 VF VF 7.681959e-01 2.123296e-01 1.943970e-02 3.481800e-05 Fold10
3163 VF VF 8.752764e-01 1.197254e-01 4.993461e-03 4.661045e-06 Fold10
3164 VF VF 8.454331e-01 1.468888e-01 7.666968e-03 1.103832e-05 Fold10
3165 VF VF 7.217801e-01 2.503299e-01 2.780625e-02 8.378787e-05 Fold10
3166 VF VF 8.312228e-01 1.588680e-01 9.900599e-03 8.657324e-06 Fold10
3167 VF F 1.412455e-01 7.003857e-01 1.568964e-01 1.472364e-03 Fold10
3168 VF F 1.144852e-01 6.905127e-01 1.927344e-01 2.267585e-03 Fold10
3169 VF F 1.631928e-01 6.981869e-01 1.375864e-01 1.033909e-03 Fold10
3170 VF F 9.871402e-02 6.737052e-01 2.252124e-01 2.368358e-03 Fold10
3171 VF F 1.499231e-01 6.735086e-01 1.754776e-01 1.090742e-03 Fold10
3172 VF F 1.491029e-01 6.772259e-01 1.725887e-01 1.082497e-03 Fold10
3173 VF F 1.011149e-01 6.821096e-01 2.145862e-01 2.189355e-03 Fold10
3174 VF VF 9.849743e-01 1.453340e-02 4.918709e-04 4.205055e-07 Fold10
3175 VF VF 9.883642e-01 1.132387e-02 3.116954e-04 2.232618e-07 Fold10
3176 VF VF 9.680502e-01 2.959425e-02 2.345404e-03 1.010421e-05 Fold10
3177 VF VF 9.904326e-01 9.265616e-03 3.016537e-04 1.510847e-07 Fold10
3178 VF VF 9.848644e-01 1.469313e-02 4.421188e-04 3.918460e-07 Fold10
3179 VF VF 9.281075e-01 6.246247e-02 9.337937e-03 9.212001e-05 Fold10
3180 VF VF 9.882386e-01 1.146142e-02 2.997163e-04 2.195609e-07 Fold10
3181 VF VF 9.731552e-01 2.547481e-02 1.368123e-03 1.861074e-06 Fold10
3182 VF VF 9.783048e-01 2.094747e-02 7.467845e-04 9.470801e-07 Fold10
3183 VF VF 9.646973e-01 3.345445e-02 1.845001e-03 3.219963e-06 Fold10
3184 VF VF 7.392687e-01 1.919953e-01 6.399283e-02 4.743186e-03 Fold10
3185 VF VF 9.237454e-01 7.036131e-02 5.871696e-03 2.157344e-05 Fold10
3186 VF VF 9.851032e-01 1.432518e-02 5.710278e-04 5.601634e-07 Fold10
3187 VF VF 9.862158e-01 1.331658e-02 4.673414e-04 2.792190e-07 Fold10
3188 VF VF 9.784322e-01 2.062670e-02 9.402754e-04 7.929473e-07 Fold10
3189 VF VF 9.808739e-01 1.848564e-02 6.398543e-04 6.083373e-07 Fold10
3190 VF VF 9.890717e-01 1.056385e-02 3.641483e-04 2.519430e-07 Fold10
3191 VF VF 9.930071e-01 6.822660e-03 1.702009e-04 6.105509e-08 Fold10
3192 VF VF 9.791389e-01 2.012059e-02 7.397187e-04 7.650041e-07 Fold10
3193 VF VF 9.843271e-01 1.516033e-02 5.121061e-04 4.285837e-07 Fold10
3194 VF VF 9.574003e-01 4.021529e-02 2.371759e-03 1.261105e-05 Fold10
3195 VF VF 9.225513e-01 7.232964e-02 5.103770e-03 1.524394e-05 Fold10
3196 VF VF 9.217023e-01 6.941999e-02 8.823514e-03 5.423598e-05 Fold10
3197 VF VF 9.200507e-01 7.660454e-02 3.341999e-03 2.787769e-06 Fold10
3198 VF VF 9.100671e-01 8.545909e-02 4.467688e-03 6.107734e-06 Fold10
3199 VF VF 9.142292e-01 8.259240e-02 3.173201e-03 5.214556e-06 Fold10
3200 VF VF 7.451132e-01 2.508837e-01 3.995402e-03 7.755209e-06 Fold10
3201 VF VF 8.818977e-01 1.138044e-01 4.281372e-03 1.648486e-05 Fold10
3202 VF VF 9.161274e-01 8.101692e-02 2.852641e-03 3.071419e-06 Fold10
3203 VF VF 8.879266e-01 1.101127e-01 1.923372e-03 3.735555e-05 Fold10
3204 VF VF 9.137139e-01 8.333563e-02 2.947260e-03 3.245870e-06 Fold10
3205 VF VF 8.861806e-01 1.081490e-01 5.662578e-03 7.867341e-06 Fold10
3206 VF VF 8.969003e-01 9.826763e-02 4.822675e-03 9.446285e-06 Fold10
3207 VF VF 8.971352e-01 9.831552e-02 4.540480e-03 8.817279e-06 Fold10
3208 VF VF 9.063464e-01 8.888691e-02 4.759782e-03 6.913858e-06 Fold10
3209 VF VF 8.766856e-01 1.183169e-01 4.978957e-03 1.853647e-05 Fold10
3210 VF VF 9.042690e-01 9.112703e-02 4.597124e-03 6.801036e-06 Fold10
3211 VF VF 9.024593e-01 9.365663e-02 3.877260e-03 6.790875e-06 Fold10
3212 VF VF 8.920650e-01 1.027028e-01 5.222530e-03 9.654491e-06 Fold10
3213 VF VF 8.732340e-01 1.214774e-01 5.265142e-03 2.339197e-05 Fold10
3214 VF VF 8.246509e-01 1.672341e-01 8.068366e-03 4.663232e-05 Fold10
3215 VF VF 9.050825e-01 9.136082e-02 3.550011e-03 6.716442e-06 Fold10
3216 VF VF 8.753873e-01 1.194647e-01 5.125292e-03 2.264083e-05 Fold10
3217 VF VF 8.858971e-01 1.097612e-01 4.332684e-03 8.977267e-06 Fold10
3218 VF VF 9.033086e-01 9.213333e-02 4.551145e-03 6.897518e-06 Fold10
3219 VF VF 8.757775e-01 1.189575e-01 5.241604e-03 2.333741e-05 Fold10
3220 VF VF 9.080271e-01 8.837620e-02 3.589947e-03 6.779953e-06 Fold10
3221 VF VF 8.743503e-01 1.203844e-01 5.241787e-03 2.358993e-05 Fold10
3222 VF VF 7.001047e-01 2.936634e-01 6.208482e-03 2.342360e-05 Fold10
3223 VF VF 8.970493e-01 9.753311e-02 5.408550e-03 9.045693e-06 Fold10
3224 VF VF 9.012768e-01 9.437902e-02 4.335107e-03 9.040578e-06 Fold10
3225 VF VF 8.458709e-01 1.439358e-01 1.016394e-02 2.940540e-05 Fold10
3226 VF VF 8.440360e-01 1.455497e-01 1.038377e-02 3.050488e-05 Fold10
3227 VF VF 8.986242e-01 9.559348e-02 5.772299e-03 9.996981e-06 Fold10
3228 VF VF 9.058249e-01 9.049562e-02 3.673460e-03 5.986375e-06 Fold10
3229 VF VF 8.858638e-01 1.083711e-01 5.751013e-03 1.403198e-05 Fold10
3230 VF VF 8.639772e-01 1.298856e-01 6.104873e-03 3.232113e-05 Fold10
3231 VF VF 6.850308e-01 3.069512e-01 7.982283e-03 3.580066e-05 Fold10
3232 VF VF 9.023474e-01 9.314208e-02 4.503708e-03 6.797660e-06 Fold10
3233 VF VF 8.935143e-01 1.004101e-01 6.064225e-03 1.142885e-05 Fold10
3234 VF VF 6.441512e-01 3.028195e-01 4.738832e-02 5.640970e-03 Fold10
3235 VF VF 5.243918e-01 3.706282e-01 9.039268e-02 1.458730e-02 Fold10
3236 VF VF 8.845133e-01 1.085741e-01 6.898513e-03 1.411259e-05 Fold10
3237 VF VF 8.498040e-01 1.411139e-01 9.041676e-03 4.043085e-05 Fold10
3238 VF VF 6.741292e-01 3.181391e-01 7.695431e-03 3.625886e-05 Fold10
3239 VF VF 6.612989e-01 3.301978e-01 8.459010e-03 4.422868e-05 Fold10
3240 VF VF 8.508736e-01 1.422148e-01 6.869257e-03 4.236146e-05 Fold10
3241 VF VF 8.497420e-01 1.428955e-01 7.315485e-03 4.700475e-05 Fold10
3242 VF VF 8.674893e-01 1.267562e-01 5.730809e-03 2.374933e-05 Fold10
3243 VF VF 9.042352e-01 9.198056e-02 3.777884e-03 6.325411e-06 Fold10
3244 VF VF 9.032656e-01 9.253871e-02 4.188472e-03 7.255467e-06 Fold10
3245 VF M 9.958636e-04 9.965516e-04 9.980064e-01 1.166570e-06 Fold10
3246 VF VF 6.335764e-01 3.560600e-01 1.029661e-02 6.702278e-05 Fold10
3247 VF VF 8.246315e-01 1.624608e-01 1.279654e-02 1.111397e-04 Fold10
3248 VF VF 9.043795e-01 9.117832e-02 4.434344e-03 7.825596e-06 Fold10
3249 VF VF 8.730556e-01 1.201315e-01 6.798761e-03 1.411977e-05 Fold10
3250 VF VF 8.713242e-01 1.215762e-01 7.084642e-03 1.498045e-05 Fold10
3251 VF VF 8.664885e-01 1.263236e-01 7.172238e-03 1.566667e-05 Fold10
3252 VF VF 8.694431e-01 1.231717e-01 7.369189e-03 1.606589e-05 Fold10
3253 VF VF 9.137397e-01 8.316989e-02 3.085499e-03 4.925504e-06 Fold10
3254 VF VF 8.691694e-01 1.232085e-01 7.605268e-03 1.682985e-05 Fold10
3255 VF VF 8.814067e-01 1.140497e-01 4.526358e-03 1.730094e-05 Fold10
3256 VF VF 8.556349e-01 1.354395e-01 8.903709e-03 2.185067e-05 Fold10
3257 VF VF 9.460621e-01 5.078562e-02 3.149838e-03 2.405500e-06 Fold10
3258 VF VF 9.696622e-01 2.926659e-02 1.070694e-03 5.517008e-07 Fold10
3259 VF VF 9.687882e-01 3.008486e-02 1.126344e-03 5.940453e-07 Fold10
3260 VF VF 9.315239e-01 6.407315e-02 4.398569e-03 4.392856e-06 Fold10
3261 VF VF 9.368366e-01 6.003122e-02 3.126373e-03 5.806580e-06 Fold10
3262 VF VF 8.837864e-01 1.055924e-01 1.060427e-02 1.688499e-05 Fold10
3263 VF VF 9.158996e-01 7.974884e-02 4.341606e-03 9.997086e-06 Fold10
3264 VF VF 9.366717e-01 5.944152e-02 3.882792e-03 3.993117e-06 Fold10
3265 VF VF 9.748292e-01 2.407932e-02 1.090994e-03 4.682561e-07 Fold10
3266 VF VF 7.864407e-01 1.823930e-01 2.856552e-02 2.600798e-03 Fold10
3267 VF VF 8.956022e-01 9.542830e-02 8.954392e-03 1.515661e-05 Fold10
3268 VF VF 9.298445e-01 6.550212e-02 4.649214e-03 4.153736e-06 Fold10
3269 VF VF 9.611417e-01 3.707765e-02 1.779088e-03 1.538885e-06 Fold10
3270 VF VF 9.850822e-01 1.450082e-02 4.169373e-04 6.539769e-08 Fold10
3271 VF VF 9.663309e-01 3.236095e-02 1.307463e-03 7.101709e-07 Fold10
3272 VF VF 9.422418e-01 5.275113e-02 4.998689e-03 8.362538e-06 Fold10
3273 VF F 8.255248e-02 7.944479e-01 1.220650e-01 9.346355e-04 Fold10
3274 VF F 1.104197e-01 7.709640e-01 1.182243e-01 3.919524e-04 Fold10
3275 VF F 1.252981e-01 7.688806e-01 1.055356e-01 2.857870e-04 Fold10
3276 VF F 6.854194e-02 7.674827e-01 1.625842e-01 1.391099e-03 Fold10
3277 VF VF 7.535396e-01 2.262756e-01 2.016570e-02 1.915448e-05 Fold10
3278 VF VF 5.527293e-01 3.925880e-01 5.435950e-02 3.231230e-04 Fold10
3279 VF VF 7.170689e-01 2.644267e-01 1.846426e-02 4.015327e-05 Fold10
3280 VF VF 7.121354e-01 2.649163e-01 2.292135e-02 2.703703e-05 Fold10
3281 VF VF 7.861125e-01 2.004479e-01 1.343114e-02 8.416641e-06 Fold10
3282 VF VF 8.055184e-01 1.840793e-01 1.039452e-02 7.744884e-06 Fold10
3283 VF VF 8.109529e-01 1.793186e-01 9.721466e-03 7.025266e-06 Fold10
3284 VF VF 6.318595e-01 3.262930e-01 4.177794e-02 6.960469e-05 Fold10
3285 VF VF 6.612790e-01 3.022457e-01 3.642015e-02 5.520327e-05 Fold10
3286 VF VF 7.308872e-01 2.497852e-01 1.930285e-02 2.477368e-05 Fold10
3287 VF VF 8.022719e-01 1.867704e-01 1.094931e-02 8.341282e-06 Fold10
3288 VF VF 7.970929e-01 1.885540e-01 1.434414e-02 8.941798e-06 Fold10
3289 VF VF 6.408531e-01 3.149738e-01 4.408812e-02 8.490988e-05 Fold10
3290 VF VF 6.568930e-01 3.118862e-01 3.110534e-02 1.154806e-04 Fold10
3291 VF VF 6.481586e-01 3.227658e-01 2.896539e-02 1.101607e-04 Fold10
3292 VF VF 6.892240e-01 2.748133e-01 3.590692e-02 5.586125e-05 Fold10
3293 VF VF 6.883761e-01 2.761112e-01 3.545829e-02 5.446438e-05 Fold10
3294 VF VF 5.709919e-01 3.689732e-01 5.986903e-02 1.659350e-04 Fold10
3295 VF VF 7.833825e-01 2.034302e-01 1.317584e-02 1.154022e-05 Fold10
3296 VF F 2.845935e-01 6.733221e-01 4.180295e-02 2.814639e-04 Fold10
3297 VF F 7.513177e-02 7.578536e-01 1.639884e-01 3.026218e-03 Fold10
3298 VF F 8.591125e-02 7.622860e-01 1.489805e-01 2.822241e-03 Fold10
3299 F VF 9.396376e-01 5.549891e-02 4.849121e-03 1.439688e-05 Fold10
3300 F F 3.989024e-01 5.080768e-01 9.176893e-02 1.251873e-03 Fold10
3301 F F 3.897505e-01 5.289050e-01 7.972614e-02 1.618429e-03 Fold10
3302 F VF 5.813145e-01 3.384096e-01 7.991871e-02 3.571687e-04 Fold10
3303 F F 1.401751e-01 4.434608e-01 2.750020e-01 1.413621e-01 Fold10
3304 F F 4.545646e-01 4.581804e-01 8.470999e-02 2.545026e-03 Fold10
3305 F F 2.946675e-01 4.540168e-01 2.372589e-01 1.405689e-02 Fold10
3306 F F 4.290040e-01 4.378192e-01 1.216478e-01 1.152898e-02 Fold10
3307 F F 2.721393e-02 4.858864e-01 4.654333e-01 2.146640e-02 Fold10
3308 F F 9.308164e-02 7.135020e-01 1.886244e-01 4.791935e-03 Fold10
3309 F F 7.227280e-02 6.661839e-01 2.528087e-01 8.734591e-03 Fold10
3310 F F 1.053506e-01 6.920031e-01 2.001612e-01 2.485122e-03 Fold10
3311 F F 1.169096e-01 7.018513e-01 1.790969e-01 2.142216e-03 Fold10
3312 F F 7.260131e-02 6.929962e-01 2.257434e-01 8.659067e-03 Fold10
3313 F F 8.076367e-02 6.268018e-01 2.879678e-01 4.466764e-03 Fold10
3314 F VF 8.897631e-01 9.372955e-02 1.533873e-02 1.168577e-03 Fold10
3315 F VF 8.918551e-01 9.125487e-02 1.590425e-02 9.857425e-04 Fold10
3316 F L 3.133772e-04 3.028098e-03 3.465810e-02 9.620004e-01 Fold10
3317 F F 2.832124e-01 4.704341e-01 2.320579e-01 1.429550e-02 Fold10
3318 F VF 8.323011e-01 1.538041e-01 1.384326e-02 5.157988e-05 Fold10
3319 F VF 7.875113e-01 1.968431e-01 1.547723e-02 1.684445e-04 Fold10
3320 F VF 6.215988e-01 3.099467e-01 6.699588e-02 1.458601e-03 Fold10
3321 F VF 8.239046e-01 1.680340e-01 8.015460e-03 4.600077e-05 Fold10
3322 F VF 8.983125e-01 9.645535e-02 5.223840e-03 8.346597e-06 Fold10
3323 F VF 8.481582e-01 1.427856e-01 9.030780e-03 2.537743e-05 Fold10
3324 F VF 8.650916e-01 1.293128e-01 5.568448e-03 2.718898e-05 Fold10
3325 F VF 8.483372e-01 1.416329e-01 1.000034e-02 2.959235e-05 Fold10
3326 F VF 8.901412e-01 1.035146e-01 6.332022e-03 1.218735e-05 Fold10
3327 F VF 6.714788e-01 3.204429e-01 8.041069e-03 3.726736e-05 Fold10
3328 F L 1.573486e-02 4.740018e-02 3.710253e-02 8.997624e-01 Fold10
3329 F VF 8.738234e-01 1.187894e-01 7.365747e-03 2.139840e-05 Fold10
3330 F VF 8.828109e-01 1.099026e-01 7.270133e-03 1.631239e-05 Fold10
3331 F VF 6.509873e-01 3.398449e-01 9.116016e-03 5.177438e-05 Fold10
3332 F VF 6.496901e-01 3.410536e-01 9.203494e-03 5.280067e-05 Fold10
3333 F VF 6.464061e-01 3.441252e-01 9.413366e-03 5.541514e-05 Fold10
3334 F VF 6.489429e-01 3.417564e-01 9.247336e-03 5.337555e-05 Fold10
3335 F VF 8.412956e-01 1.509971e-01 7.653294e-03 5.404386e-05 Fold10
3336 F VF 6.226108e-01 3.662135e-01 1.109706e-02 7.859632e-05 Fold10
3337 F VF 6.014630e-01 3.856655e-01 1.276538e-02 1.061279e-04 Fold10
3338 F VF 6.012050e-01 3.859028e-01 1.278576e-02 1.064837e-04 Fold10
3339 F VF 5.939840e-01 3.925008e-01 1.339738e-02 1.178285e-04 Fold10
3340 F VF 7.984191e-01 1.842712e-01 1.720019e-02 1.095323e-04 Fold10
3341 F VF 7.902885e-01 1.904373e-01 1.918150e-02 9.268433e-05 Fold10
3342 F VF 5.242455e-01 3.403977e-01 1.200729e-01 1.528388e-02 Fold10
3343 F VF 7.983731e-01 1.644183e-01 3.587742e-02 1.331156e-03 Fold10
3344 F M 7.312116e-02 3.483290e-01 3.832883e-01 1.952616e-01 Fold10
3345 F M 2.555879e-01 2.341758e-01 3.497437e-01 1.604926e-01 Fold10
3346 F F 8.366084e-02 7.128418e-01 2.029940e-01 5.033150e-04 Fold10
3347 F F 5.455765e-02 7.257311e-01 2.177578e-01 1.953482e-03 Fold10
3348 F F 5.489096e-02 7.249775e-01 2.182330e-01 1.898510e-03 Fold10
3349 F F 6.211730e-02 7.508877e-01 1.857944e-01 1.200580e-03 Fold10
3350 F F 6.234568e-02 7.294374e-01 2.071938e-01 1.023134e-03 Fold10
3351 F F 1.116787e-01 7.742443e-01 1.137007e-01 3.762649e-04 Fold10
3352 F F 7.844218e-02 7.760475e-01 1.443064e-01 1.203893e-03 Fold10
3353 F F 5.124790e-02 7.260106e-01 2.214398e-01 1.301630e-03 Fold10
3354 F F 5.883685e-02 7.378920e-01 2.021681e-01 1.103084e-03 Fold10
3355 F F 7.010212e-02 7.266660e-01 2.023327e-01 8.991028e-04 Fold10
3356 F F 6.454112e-02 7.901735e-01 1.438295e-01 1.455847e-03 Fold10
3357 F F 5.220094e-02 7.268542e-01 2.196148e-01 1.330084e-03 Fold10
3358 F F 8.559942e-02 7.756783e-01 1.381299e-01 5.924269e-04 Fold10
3359 F F 8.510178e-02 7.892683e-01 1.247705e-01 8.594018e-04 Fold10
3360 F F 7.796203e-02 7.459881e-01 1.751820e-01 8.678454e-04 Fold10
3361 F F 7.718889e-02 7.447205e-01 1.772070e-01 8.835278e-04 Fold10
3362 F F 6.509583e-02 7.797231e-01 1.535227e-01 1.658412e-03 Fold10
3363 F F 8.751113e-02 7.658210e-01 1.459440e-01 7.238220e-04 Fold10
3364 F F 6.015870e-02 7.268962e-01 2.120989e-01 8.461477e-04 Fold10
3365 F F 4.607267e-02 6.996932e-01 2.521956e-01 2.038538e-03 Fold10
3366 F F 9.584826e-02 7.685018e-01 1.351899e-01 4.599994e-04 Fold10
3367 F F 7.111726e-02 7.729838e-01 1.552725e-01 6.264806e-04 Fold10
3368 F F 5.151406e-02 7.562598e-01 1.891719e-01 3.054227e-03 Fold10
3369 F F 5.112324e-02 7.560314e-01 1.898088e-01 3.036559e-03 Fold10
3370 F F 4.265938e-02 6.449072e-01 3.090580e-01 3.375343e-03 Fold10
3371 F F 2.137335e-02 6.098192e-01 3.465878e-01 2.221966e-02 Fold10
3372 F F 2.042137e-02 6.018540e-01 3.536670e-01 2.405765e-02 Fold10
3373 F F 6.553183e-02 7.506878e-01 1.829557e-01 8.246216e-04 Fold10
3374 F F 8.634013e-02 7.615047e-01 1.517715e-01 3.837093e-04 Fold10
3375 F VF 6.429703e-01 3.065373e-01 5.043875e-02 5.364224e-05 Fold10
3376 F VF 7.322487e-01 2.449792e-01 2.274680e-02 2.529930e-05 Fold10
3377 F VF 6.882275e-01 2.907604e-01 2.095664e-02 5.545821e-05 Fold10
3378 F VF 5.947168e-01 3.569154e-01 4.829175e-02 7.605327e-05 Fold10
3379 F F 3.737139e-01 4.645942e-01 1.539867e-01 7.705155e-03 Fold10
3380 F VF 6.000980e-01 3.474251e-01 5.235793e-02 1.189918e-04 Fold10
3381 F VF 6.259384e-01 3.348401e-01 3.905451e-02 1.669312e-04 Fold10
3382 F VF 5.727101e-01 3.739135e-01 5.317118e-02 2.052810e-04 Fold10
3383 F F 7.854496e-02 7.561767e-01 1.619136e-01 3.364775e-03 Fold10
3384 F F 7.252697e-02 7.798738e-01 1.434528e-01 4.146412e-03 Fold10
3385 F M 3.645518e-04 1.785099e-02 9.810190e-01 7.654082e-04 Fold10
3386 F F 4.683787e-02 7.387130e-01 2.060180e-01 8.431142e-03 Fold10
3387 F F 6.034584e-02 7.453832e-01 1.889526e-01 5.318335e-03 Fold10
3388 F F 6.031108e-02 7.633028e-01 1.700231e-01 6.363034e-03 Fold10
3389 F F 4.242350e-02 7.257230e-01 2.217225e-01 1.013092e-02 Fold10
3390 F F 6.436310e-02 7.370142e-01 1.930997e-01 5.522972e-03 Fold10
3391 F F 6.436861e-02 7.370488e-01 1.930657e-01 5.516947e-03 Fold10
3392 F F 1.111912e-02 4.250841e-01 2.242538e-01 3.395430e-01 Fold10
3393 F F 7.530117e-02 7.863404e-01 1.340068e-01 4.351563e-03 Fold10
3394 F F 3.620114e-02 7.235443e-01 2.051559e-01 3.509871e-02 Fold10
3395 F F 3.576042e-02 7.186762e-01 2.106502e-01 3.491323e-02 Fold10
3396 F F 3.617975e-02 7.214570e-01 2.078053e-01 3.455796e-02 Fold10
3397 F F 5.815600e-02 7.572231e-01 1.776518e-01 6.969088e-03 Fold10
3398 F F 5.505858e-02 7.561949e-01 1.809024e-01 7.844189e-03 Fold10
3399 F F 5.448253e-02 7.485584e-01 1.888842e-01 8.074848e-03 Fold10
3400 F F 3.405383e-02 7.068634e-01 2.184265e-01 4.065631e-02 Fold10
3401 F F 6.633425e-02 7.780817e-01 1.498679e-01 5.716156e-03 Fold10
3402 F F 6.666098e-02 7.813643e-01 1.464482e-01 5.526542e-03 Fold10
3403 F F 7.820025e-02 7.825834e-01 1.358249e-01 3.391397e-03 Fold10
3404 F F 3.428402e-02 6.941636e-01 2.557650e-01 1.578734e-02 Fold10
3405 F F 3.191901e-02 7.153514e-01 2.156967e-01 3.703295e-02 Fold10
3406 M VF 9.000477e-01 8.779851e-02 1.207123e-02 8.255188e-05 Fold10
3407 M F 3.200817e-01 6.002819e-01 7.558022e-02 4.056202e-03 Fold10
3408 M M 9.023987e-02 1.460182e-01 5.176402e-01 2.461018e-01 Fold10
3409 M M 1.235607e-01 1.573909e-01 5.041599e-01 2.148885e-01 Fold10
3410 M M 1.004217e-01 1.480523e-01 5.099637e-01 2.415623e-01 Fold10
3411 M M 6.487370e-02 1.210072e-01 5.138978e-01 3.002212e-01 Fold10
3412 M VF 4.873922e-01 4.318217e-01 8.016319e-02 6.229664e-04 Fold10
3413 M VF 7.004299e-01 2.680803e-01 3.132883e-02 1.609393e-04 Fold10
3414 M VF 6.692603e-01 2.816374e-01 4.891119e-02 1.911035e-04 Fold10
3415 M VF 4.793778e-01 4.151271e-01 9.613941e-02 9.355695e-03 Fold10
3416 M M 1.086074e-01 3.642969e-01 3.913196e-01 1.357761e-01 Fold10
3417 M F 7.959453e-02 6.559188e-01 2.608542e-01 3.632485e-03 Fold10
3418 M F 7.536563e-02 6.651094e-01 2.556567e-01 3.868286e-03 Fold10
3419 M F 1.038730e-01 6.854122e-01 2.081433e-01 2.571422e-03 Fold10
3420 M F 1.976981e-02 4.167811e-01 3.899671e-01 1.734821e-01 Fold10
3421 M L 1.224025e-04 2.202331e-02 1.841624e-01 7.936919e-01 Fold10
3422 M L 1.150979e-04 2.102706e-02 1.782157e-01 8.006422e-01 Fold10
3423 M L 3.025311e-04 3.593680e-02 2.601299e-01 7.036308e-01 Fold10
3424 M F 1.050967e-01 6.561263e-01 2.360976e-01 2.679372e-03 Fold10
3425 M F 9.254355e-02 6.833771e-01 2.215459e-01 2.533484e-03 Fold10
3426 M VF 7.705587e-01 2.046493e-01 2.451008e-02 2.819165e-04 Fold10
3427 M VF 7.892612e-01 1.908725e-01 1.971855e-02 1.477261e-04 Fold10
3428 M F 4.032799e-01 4.188101e-01 1.490769e-01 2.883308e-02 Fold10
3429 M VF 8.302380e-01 1.588654e-01 1.085402e-02 4.260128e-05 Fold10
3430 M F 1.370829e-02 5.120313e-01 4.400808e-01 3.417956e-02 Fold10
3431 M F 7.163479e-02 7.676417e-01 1.599732e-01 7.503257e-04 Fold10
3432 M F 4.315250e-02 7.166167e-01 2.385972e-01 1.633618e-03 Fold10
3433 M F 5.278915e-02 7.725977e-01 1.725827e-01 2.030386e-03 Fold10
3434 M F 3.888084e-02 7.229395e-01 2.364466e-01 1.733099e-03 Fold10
3435 M F 1.798937e-02 5.486894e-01 3.722467e-01 6.107456e-02 Fold10
3436 M F 1.204258e-02 5.164570e-01 3.146866e-01 1.568139e-01 Fold10
3437 M F 4.813479e-02 7.499385e-01 1.985993e-01 3.327385e-03 Fold10
3438 M VF 6.658218e-01 2.948182e-01 3.930095e-02 5.896477e-05 Fold10
3439 M M 1.141483e-01 4.224569e-01 4.342112e-01 2.918353e-02 Fold10
3440 M M 4.623456e-02 2.804910e-01 5.394355e-01 1.338390e-01 Fold10
3441 M F 1.588206e-01 4.591816e-01 3.213826e-01 6.061522e-02 Fold10
3442 M M 3.026016e-03 1.011372e-02 9.868036e-01 5.666579e-05 Fold10
3443 M F 7.106207e-02 7.760795e-01 1.486179e-01 4.240589e-03 Fold10
3444 M L 1.520639e-03 1.527062e-01 2.205268e-01 6.252464e-01 Fold10
3445 M F 2.427786e-02 5.863709e-01 3.507483e-01 3.860300e-02 Fold10
3446 M M 8.880259e-03 3.674734e-01 5.514802e-01 7.216619e-02 Fold10
3447 M M 1.645507e-02 4.484980e-01 4.953824e-01 3.966449e-02 Fold10
3448 L L 2.901247e-02 8.932486e-02 3.335124e-01 5.481503e-01 Fold10
3449 L L 2.101474e-02 7.820178e-02 4.494369e-01 4.513466e-01 Fold10
3450 L F 7.512525e-02 3.697475e-01 3.192041e-01 2.359232e-01 Fold10
3451 L F 1.099139e-01 6.929609e-01 1.957551e-01 1.370081e-03 Fold10
3452 L M 1.171274e-02 3.287034e-01 3.652292e-01 2.943546e-01 Fold10
3453 L M 2.839876e-03 5.066844e-02 9.457296e-01 7.620754e-04 Fold10
3454 L F 5.637572e-02 6.216107e-01 3.148691e-01 7.144522e-03 Fold10
3455 L F 5.645592e-02 6.234120e-01 3.130495e-01 7.082616e-03 Fold10
3456 L L 1.046709e-01 3.093231e-01 2.616896e-01 3.243165e-01 Fold10
3457 L M 3.312802e-03 2.880069e-01 5.832242e-01 1.254561e-01 Fold10
3458 L F 4.378049e-02 6.972524e-01 2.568080e-01 2.159094e-03 Fold10
3459 L L 1.782569e-06 5.863452e-04 2.701501e-03 9.967104e-01 Fold10
3460 L L 1.206733e-03 1.456164e-01 3.141510e-01 5.390258e-01 Fold10
3461 L L 4.725859e-07 2.517555e-04 1.462692e-03 9.982851e-01 Fold10
3462 L L 1.587719e-06 5.269729e-04 2.000793e-03 9.974706e-01 Fold10
3463 L F 2.762672e-02 6.629804e-01 2.549542e-01 5.443863e-02 Fold10
3464 L F 3.712051e-02 6.731643e-01 2.640418e-01 2.567334e-02 Fold10
3465 L M 8.635688e-11 1.271806e-06 8.259137e-01 1.740851e-01 Fold10
3466 L L 6.189979e-08 9.829959e-05 3.335443e-03 9.965662e-01 Fold10
3467 L F 3.203979e-02 6.495508e-01 2.938443e-01 2.456504e-02 Fold10Tidymodels: yardstick
Regression metrics: multi-class targets
> # load the data and convert it to a tibble
> hpc_cv <- modeldata::hpc_cv %>% tibble::tibble()
> # compute accuracy (same as binary case)
> yardstick::accuracy(hpc_cv, obs, pred)
> # compute matthews correlation coefficient (same as binary case)
> yardstick::mcc(hpc_cv, obs, pred)
>
> # apply the sensitivity metrics
> yardstick::sensitivity(hpc_cv, obs, pred, estimator = "macro")
> yardstick::sensitivity(hpc_cv, obs, pred, estimator = "macro_weighted")
> yardstick::sensitivity(hpc_cv, obs, pred, estimator = "micro")Tidymodels: yardstick
Regression metrics: multi-class targets
> # multi-class estimates for probability metrics
> hpc_cv %>% yardstick::roc_auc(obs, VF, F, M, L)
> # multi-class estimates with estimator (one of "hand_till", "macro", or "macro_weighted")
> hpc_cv %>% yardstick::roc_auc(
+ obs, VF, F, M, L, estimator = "macro_weighted"
+ )
>
> # show metrics by groups (re-sampling in this case)
> hpc_cv %>%
+ dplyr::group_by(Resample) %>%
+ yardstick::accuracy(obs, pred)
>
> hpc_cv %>%
+ dplyr::group_by(Resample) %>%
+ yardstick::roc_curve(obs, VF, F, M, L) %>%
+ autoplot()Tidymodels: performance evaluation
Re-substitution: comparison using same training data
> # create random forest model object
> rf_model <-
+ parsnip::rand_forest(trees = 1000) %>%
+ parsnip::set_engine("ranger") %>%
+ parsnip::set_mode("regression")
>
> # create a workflow using the random forest model
> rf_wflow <-
+ workflows::workflow() %>%
+ workflows::add_formula(
+ Sale_Price ~ Neighborhood + Gr_Liv_Area + Year_Built + Bldg_Type +
+ Latitude + Longitude) %>%
+ workflows::add_model(rf_model)
>
> # fit the random forest model with the ames training set
> rf_fit <- rf_wflow %>% parsnip::fit(data = ames_train)Tidymodels: performance evaluation
A function to compare models
> estimate_perf <- function(model, dat) {
+ # Capture the names of the `model` and `dat` objects
+ cl <- match.call()
+ obj_name <- as.character(cl$model) # get the model name
+ data_name <- as.character(cl$dat) # get the dataset name
+ data_name <- gsub("ames_", "", data_name) # replace underlines
+
+ # Estimate these metrics:
+ reg_metrics <-
+ yardstick::metric_set(yardstick::rmse, yardstick::rsq)
+
+ model %>%
+ stats::predict(dat) %>% # predict
+ dplyr::bind_cols(dat %>% dplyr::select(Sale_Price)) %>%
+ reg_metrics(Sale_Price, .pred) %>%
+ dplyr::select(-.estimator) %>%
+ dplyr::mutate(object = obj_name, data = data_name)
+ }Tidymodels: performance evaluation
Use the function on the random forest and linear models
Tidymodels: performance evaluation
Summarize and present the performance comparison
Code
> # get performance of the random forest model (train)
> dplyr::bind_rows(
+ estimate_perf(rf_fit, ames_train)
+ , estimate_perf(lm_fit, ames_train)
+ , estimate_perf(rf_fit, ames_test)
+ , estimate_perf(lm_fit, ames_test)
+ ) %>%
+ dplyr::filter(.metric == 'rmse') %>%
+ dplyr::select(-.metric) %>%
+ tidyr::pivot_wider(
+ names_from = data
+ , values_from = .estimate
+ ) %>%
+ gt::gt() %>%
+ gt::fmt_number(decimals=4) %>%
+ gt::tab_header(title = "Performance statistics", subtitle = "metric: rmse") %>%
+ gtExtras::gt_theme_espn()| Performance statistics | ||
|---|---|---|
| metric: rmse | ||
| object | train | test |
| rf_fit | 0.0366 | 0.0702 |
| lm_fit | 0.1603 | 0.1638 |
Sampling / Resampling
Sampling
The primary approach for empirical model validation is to split the existing pool of data into two distinct sets, the training set and the test set.
The training set is used to develop and optimize the model and is usually the majority of the data.
The test set is the remainder of the data, held in reserve to determine the efficacy of the model. It is critical to look at the test set only once; otherwise, it becomes part of the modeling process.
Sampling
The rsample package has tools for making data splits, as follows
> set.seed(501)
>
> # Save the split information for an 80/20 split of the data
> ames_split <- rsample::initial_split(ames, prop = 0.80)
> ames_split<Training/Testing/Total>
<2344/586/2930>The functions training and testing extract the corresponding data.
Sampling: class imbalance
Simple random sampling is appropriate in many cases but there are exceptions. When there is a dramatic class imbalance in classification problems, one class occurs much less frequently than another. To avoid this, stratified sampling can be used. For regession problems the outcome data can be binned and then stratified sampling will keep the distributions of the outcome similar between the training and test set.
Sampling: time variables
With time variables, random sampling is not the best choice. The rsample package contains a function called initial_time_split() that is very similar to initial_split() .
The prop argument denotes what proportion of the first part of the data should be used as the training set; the function assumes that the data have been pre-sorted by time in an appropriate order.
Sampling: validation sets
Validation sets are the answer to the question: “How can we tell what is best if we don’t measure performance until the test set?” The validation set is a means to get a rough sense of how well the model performed prior to the test set.
Validation sets are a special case of resampling methods.
> set.seed(52)
> # To put 60% into training, 20% in validation, and 20% in testing:
> ames_val_split <-
+ rsample::initial_validation_split(ames, prop = c(0.6, 0.2))
> ames_val_split<Training/Validation/Testing/Total>
<1758/586/586/2930>The functions validation extracts the corresponding data.
Resampling
While the test set is used for obtaining an unbiased estimate of performance, we usually need to understand the performance of a model or even multiple models before using the test set.
Resampling
Resampling is conducted only on the training set; the test set is not involved.
Resampling: cross-validation
While there are a number of variations, the most common cross-validation method is V-fold cross-validation. The data are randomly partitioned into V sets of roughly equal size (called the folds).
In the example of 3-fold cross validation. In each of 3 iterations, one fold is held out for assessment statistics and the remaining folds are used for modeling.
The final resampling estimate of performance averages each of the V replicates.
In practice, values of V are most often 5 or 10.
Resampling: cv example
> set.seed(1001)
> ames_folds <- rsample::vfold_cv(ames_train, v = 10)
> ames_folds |> dplyr::slice_head(n=5)# A tibble: 5 × 2
splits id
<list> <chr>
1 <split [2107/235]> Fold01
2 <split [2107/235]> Fold02
3 <split [2108/234]> Fold03
4 <split [2108/234]> Fold04
5 <split [2108/234]> Fold05The rsample::analysis() and rsample::assessment() functions return the corresponding data frames:
Resampling: repeated cv
The most important variation on cross-validation is repeated V-fold cross-validation. Repeated V-fold cv, reduce noise in the estimate by using more data, i.e. averaging more V statistics.
R repetitions of V-fold cross-validation reduces the standard error variance by a factor of \(1/\sqrt{\text{R}}\).
# 10-fold cross-validation repeated 5 times
# A tibble: 50 × 3
splits id id2
<list> <chr> <chr>
1 <split [2107/235]> Repeat1 Fold01
2 <split [2107/235]> Repeat1 Fold02
3 <split [2108/234]> Repeat1 Fold03
4 <split [2108/234]> Repeat1 Fold04
5 <split [2108/234]> Repeat1 Fold05
6 <split [2108/234]> Repeat1 Fold06
7 <split [2108/234]> Repeat1 Fold07
8 <split [2108/234]> Repeat1 Fold08
9 <split [2108/234]> Repeat1 Fold09
10 <split [2108/234]> Repeat1 Fold10
# ℹ 40 more rowsResampling: LOO cv
One variation of cross-validation is leave-one-out (LOO) cross-validation. If there are n training set samples, n models are fit using n−1 rows of the training set.
Each model predicts the single excluded data point. At the end of resampling, the n predictions are pooled to produce a single performance statistic. LOO cv is created using rsample::loo_cv().
Leave-one-out methods are deficient compared to almost any other method. For anything but pathologically small samples, LOO is computationally excessive.
Resampling: MC cv
Another variant of V-fold cross-validation is Monte Carlo cross-validation (MCCV).
The difference between MCCV and regular cross-validation is that, for MCCV, the input proportion of the data is randomly selected each time.
MCCV is performed using rsample::mv_cv().
Resampling: Boostrapping
Re-sampling: bootstrapping:
A bootstrap sample of the training set is a sample that is the same size as the training set but is drawn with replacement.
When bootstrapping, the assessment set is often called the out-of-bag sample.
# Bootstrap sampling
# A tibble: 5 × 2
splits id
<list> <chr>
1 <split [2342/882]> Bootstrap1
2 <split [2342/882]> Bootstrap2
3 <split [2342/858]> Bootstrap3
4 <split [2342/877]> Bootstrap4
5 <split [2342/837]> Bootstrap5Resampling: Boostrapping
Each data point has a 63.2% chance of inclusion in the training set at least once.
The assessment set contains all of the training set samples that were not selected for the analysis set (on average, with 36.8% of the training set), and so they can vary in size.
Bootstrap samples produce performance estimates that have very low variance (unlike cross-validation) but have significant pessimistic bias. This means that, if the true accuracy of a model is 90%, the bootstrap would tend to estimate the value to be less than 90%.
Resampling: time variables
Re-sampling: resampling time:
When the data have a strong time component, a resampling method needs to support modeling to estimate seasonal and other temporal trends within the data.
For this type of resampling, the size of the initial analysis and assessment sets are specified and subsequent iterations are shifted in time
Resampling: time variables
Rolling forecast orgin resampling:
Resampling: time variables
Two different configurations of rolling forecast orgin resampling:
- The analysis set can cumulatively grow (as opposed to remaining the same size). After the first initial analysis set, new samples can accrue without discarding the earlier data.
- The resamples need not increment by one. For example, for large data sets, the incremental block could be a week or month instead of a day.
Resampling: time variables
For a year’s worth of data, suppose that six sets of 30-day blocks define the analysis set. For assessment sets of 30 days with a 29-day skip, we can use the rsample package to specify:
Resampling: time variables
Tidymodels
Performance evaluation:
- During resampling, the analysis set is used to preprocess the data, apply the pre-processing to itself, and use these processed data to fit the model.
- The pre-processing statistics produced by the analysis set are applied to the assessment set. The predictions from the assessment set estimate performance on new data.
This sequence repeats for every resample.
Tidymodels
Performance evaluation:
Any of the resampling methods discussed here can be used to evaluate the modeling process (including preprocessing, model fitting, etc). These methods are effective because different groups of data are used to train the model and assess the model. To reiterate, the process to use resampling is:
During resampling, the analysis set is used to preprocess the data, apply the preprocessing to itself, and use these processed data to fit the model.
The preprocessing statistics produced by the analysis set are applied to the assessment set. The predictions from the assessment set estimate performance on new data.
Tidymodels
Performance evaluation:
The function tune::fit_resamples is like parsnip::fit with a resamples argument instead of a data argument:
Tidymodels
Performance evaluation:
Optional arguments are:
metrics: A metric set of performance statistics to compute. By default, regression models use RMSE and R2 while classification models compute the area under the ROC curve and overall accuracy.
control: A list created by tune::control_resamples() with various options.
Tidymodels
Performance evaluation:
Control arguments are:
verbose: A logical for printing logging.extract: A function for retaining objects from each model iteration (discussed later).save_pred: A logical for saving the assessment set predictions.
Tidymodels
Performance evaluation:
Save the predictions in order to visualize the model fit and residuals:
Code
# Resampling results
# 10-fold cross-validation
# A tibble: 10 × 5
splits id .metrics .notes .predictions
<list> <chr> <list> <list> <list>
1 <split [2107/235]> Fold01 <tibble [2 × 4]> <tibble [0 × 3]> <tibble [235 × 4]>
2 <split [2107/235]> Fold02 <tibble [2 × 4]> <tibble [0 × 3]> <tibble [235 × 4]>
3 <split [2108/234]> Fold03 <tibble [2 × 4]> <tibble [0 × 3]> <tibble [234 × 4]>
4 <split [2108/234]> Fold04 <tibble [2 × 4]> <tibble [0 × 3]> <tibble [234 × 4]>
5 <split [2108/234]> Fold05 <tibble [2 × 4]> <tibble [0 × 3]> <tibble [234 × 4]>
6 <split [2108/234]> Fold06 <tibble [2 × 4]> <tibble [0 × 3]> <tibble [234 × 4]>
7 <split [2108/234]> Fold07 <tibble [2 × 4]> <tibble [0 × 3]> <tibble [234 × 4]>
8 <split [2108/234]> Fold08 <tibble [2 × 4]> <tibble [0 × 3]> <tibble [234 × 4]>
9 <split [2108/234]> Fold09 <tibble [2 × 4]> <tibble [0 × 3]> <tibble [234 × 4]>
10 <split [2108/234]> Fold10 <tibble [2 × 4]> <tibble [0 × 3]> <tibble [234 × 4]>Tidymodels
Performance evaluation:
The return value is a tibble similar to the input resamples, along with some extra columns:
.metricsis a list column of tibbles containing the assessment set performance statistics..notesis list column of tibbles cataloging any warnings/errors generated during resampling..predictionsis present whensave_pred = TRUE. This list column contains tibbles with the out-of-sample predictions.
Tidymodels
Performance evaluation:
While the list columns may look daunting, they can be easily reconfigured using tidyr or with convenience functions that tidymodels provides. For example, to return the performance metrics in a more usable format:
What is collected are the resampling estimates averaged over the individual replicates. To get the metrics for each resample, use the option summarize = FALSE.
Tidymodels: parallelism
The models created during resampling are independent of one another and can be processed in parallel across processors on the same computer.
The code below determines the number of of possible worker processes.
Tidymodels: parallelism
For fit_resamples() and other functions in tune, parallel processing occurs when the user registers a parallel backend package.
These R backend packages define how to execute parallel processing.
Recap
In this section we have worked with the
tidymodelspackage to build a workflow that facilitates building and evaluating multiple models.Combined with the recipes package we now have a complete data modeling framework.
