Studies of Stability and Robustness for Artificial Neural Networks and Boosted Decision Trees

Hai-Jun Yang, Byron P. Roe, Ji Zhu

In this paper, we compare the performance, stability and robustness of Artificial Neural Networks (ANN) and Boosted Decision Trees (BDT) using MiniBooNE Monte Carlo samples. These…