no code implementations • 13 Dec 2023 • Thomas Robinson, Niek Tax, Richard Mudd, Ido Guy
We conceptualise this degradation by considering the type of non-response present in the data, demonstrating that biased non-response is particularly detrimental to model performance.
1 code implementation • 25 Jun 2023 • Takuo Matsubara, Niek Tax, Richard Mudd, Ido Guy
This paper proposes a new metric to measure the calibration error of probabilistic binary classifiers, called test-based calibration error (TCE).