Flat random forest: a new ensemble learning method towards better training efficiency and adaptive model size to deep forest.
Peng LiuXuekui WangLiangfei YinBing LiuPublished in: Int. J. Mach. Learn. Cybern. (2020)
Keyphrases
- random forest
- ensemble learning
- optimization method
- ensemble methods
- test data
- ensemble classifier
- feature set
- similarity measure
- prediction model
- random forests
- machine learning methods
- pairwise
- unsupervised learning
- training samples
- test set
- text mining
- support vector machine
- training set
- training data
- genetic algorithm