Adaptive Cost-Sensitive Learning in Neural Networks for Misclassification Cost Problems

Ohad Volk, Gonen Singer

We design a new adaptive learning algorithm for misclassification cost problems that attempt to reduce the cost of misclassified instances derived from the consequences of various…