26 citations · 26 across the 2 of their papers we have counts for
2 papers
stat.ML2025
Statistical Verification of Linear Classifiers
Anton Zhiyanov, Alexander Shklyaev, Alexey Galatenko +2
We propose a homogeneity test closely related to the concept of linear separability between two samples. Using the test one can answer the question whether a linear classifier is m…
cs.LG2022★ 26 cited
Good Classification Measures and How to Find Them
Martijn Gösgens, Anton Zhiyanov, Alexey Tikhonov +1
Several performance measures can be used for evaluating classification results: accuracy, F-measure, and many others. Can we say that some of them are better than others, or, ideal…