Efficient Optimization of Performance Measures by Classifier Adaptation

Nan Li, Ivor W. Tsang, Zhi-Hua Zhou

In practical applications, machine learning algorithms are often needed to learn classifiers that optimize domain specific performance measures. Previously, the research has focuse…