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20132023
most citedA Statistical Approach to Increase Classification Accuracy in Supervised Learning Algorithms

7 citations · 9 across the 5 of their papers we have counts for

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cs.LG2020

Probabilistic Diagnostic Tests for Degradation Problems in Supervised Learning

Gustavo A. Valencia-Zapata, Carolina Gonzalez-Canas, Michael G. Zentner +2

Several studies point out different causes of performance degradation in supervised machine learning. Problems such as class imbalance, overlapping, small-disjuncts, noisy labels,…