Checkpoint Ensembles: Ensemble Methods from a Single Training Process.
Hugh ChenScott M. LundbergSu-In LeePublished in: CoRR (2017)
Keyphrases
- ensemble methods
- training process
- base learners
- prediction accuracy
- random forests
- base classifiers
- ensemble learning
- training data
- machine learning methods
- decision trees
- benchmark datasets
- random forest
- generalization ability
- drifting concepts
- training algorithm
- ensemble feature selection
- neural network
- classifier ensemble
- majority voting
- semi supervised
- imbalanced data
- bootstrap sampling
- decision tree ensembles
- logistic regression
- classification accuracy