easypheno.evaluation.eval_metrics

Module Contents

Functions

get_evaluation_report(y_pred, y_true, task, prefix = '')

Get values for common evaluation metrics

easypheno.evaluation.eval_metrics.get_evaluation_report(y_pred, y_true, task, prefix='')

Get values for common evaluation metrics

Parameters

• y_pred (numpy.array) – predicted values

• y_true (numpy.array) – true values

• task (str) – ML task to solve

• prefix (str) – prefix to be added to the key if multiple eval metrics are collected

Returns

dictionary with common metrics

Return type

dict