Measures of classification bias derived from sample size analysis

Ioannis Ivrissimtzis, Shauna Concannon, Matthew Houliston +1

We propose the use of a simple intuitive principle for measuring algorithmic classification bias: the significance of the differences in a classifier's error rates across the vario…