Feature Importance Measurement based on Decision Tree Sampling.
Chao HuangDiptesh DasKoji TsudaPublished in: CoRR (2023)
Keyphrases
- feature importance
- random forest
- decision trees
- logistic regression
- decision tree algorithm
- decision tree induction
- random sampling
- predictive accuracy
- relevance feedback
- feature selection
- decision tree learning
- machine learning algorithms
- ensemble methods
- base classifiers
- sampling algorithm
- sampling methods
- feature set
- semi supervised
- classification rules
- training data
- text categorization
- simulated annealing
- decision tree classifiers