General Performance Evaluation Metrics

Module containing functions to calculate common performance metrics.

Functions

precision_recall_f1_score(matches_df, *[, ...])	Compute precision, recall and F1-score.
precision_score(matches_df, *[, zero_division])	Compute the precision.
recall_score(matches_df, *[, zero_division])	Compute the recall.
specificity_score(matches_df, *[, ...])	Compute the specificity.
accuracy_score(matches_df, *[, ...])	Compute the specificity.
npv_score(matches_df, *[, ...])	Compute the negative predictive value (NPV).
f1_score(matches_df, *[, zero_division])	Compute the F1 score, also known as balanced F-score or F-measure.