On the Robustness of Decision Tree Learning under Label Noise

Aritra Ghosh, Naresh Manwani, P. S. Sastry

In most practical problems of classifier learning, the training data suffers from the label noise. Hence, it is important to understand how robust is a learning algorithm to such l…