HDDBaseResults#

class HDDBaseResults(path)[source]#

HDD results.

Attributes:
path

Path for results on HDD.

Methods

check_fitted_strategy_exists(strategy, ...)

Check that fitted strategy exists.

check_predictions_exist(strategy, ...)

Check that predictions exist.

load_fitted_strategy(strategy_name, ...)

Load fitted strategies for all datasets and strategies iteratively.

load_predictions(cv_fold, train_or_test)

Load predictions for all datasets and strategies iteratively.

save()

Save results object as master file.

save_fitted_strategy(strategy, dataset_name, ...)

Save fitted strategy.

save_predictions(strategy_name, ...)

Save predictions.

property path[source]#

Path for results on HDD.

save()[source]#

Save results object as master file.

check_fitted_strategy_exists(strategy, dataset_name, cv_fold)[source]#

Check that fitted strategy exists.

check_predictions_exist(strategy, dataset_name, cv_fold, train_or_test)[source]#

Check that predictions exist.

load_fitted_strategy(strategy_name, dataset_name, cv_fold)[source]#

Load fitted strategies for all datasets and strategies iteratively.

load_predictions(cv_fold, train_or_test)[source]#

Load predictions for all datasets and strategies iteratively.

save_fitted_strategy(strategy, dataset_name, cv_fold)[source]#

Save fitted strategy.

save_predictions(strategy_name, dataset_name, y_true, y_pred, y_proba, index, cv_fold, train_or_test)[source]#

Save predictions.