sktime.benchmarking.orchestration

class sktime.benchmarking.orchestration.Orchestrator(tasks, datasets, strategies, cv, results)[source]

Bases: object

Fit and predict one or more estimators on one or more datasets

fit(overwrite_fitted_strategies=False, verbose=False)[source]

Fit strategies on datasets

fit_predict(overwrite_predictions=False, predict_on_train=False, save_fitted_strategies=True, overwrite_fitted_strategies=False, verbose=False)[source]

Fit and predict

predict(overwrite_predictions=False, predict_on_train=False, verbose=False)[source]

Predict from saved fitted strategies