HDDBaseResults

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.