Label-Descriptive Patterns and Their Application to Characterizing Classification Errors

2 code implementations • 18 Oct 2021 • Michael Hedderich, Jonas Fischer, Dietrich Klakow, Jilles Vreeken

Characterizing these errors in easily interpretable terms gives insight into whether a classifier is prone to making systematic errors, but also gives a way to act and improve the classifier.

Descriptive named-entity-recognition +4