Feature Importance Measurement based on Decision Tree Sampling

Chao Huang, Diptesh Das, Koji Tsuda

Random forest is effective for prediction tasks but the randomness of tree generation hinders interpretability in feature importance analysis. To address this, we proposed DT-Sampl…