Zero-failure testing of binary classifiers

Ioannis Ivrissimtzis, Matthew Houliston, Shauna Concannon +1

We propose using performance metrics derived from zero-failure testing to assess binary classifiers. The principal characteristic of the proposed approach is the asymmetric treatme…