F1 {causalDisco}R Documentation

F1 score

Description

Computes F1 score from a confusion matrix, see confusion. The F1 score is defined as 2 * TP/(2 * TP + FP + FN), where TP are true positives, FP are false positives, and FN are false negatives. If TP + FP + FN = 0, 1 is returned.

Usage

F1(confusion)

Arguments

confusion

Confusion matrix as obtained from confusion

Value

A numeric in [0,1].


[Package causalDisco version 0.9.1 Index]