Optimal trees selection for classification via out-of-bag assessment and sub-bagging.
Zardad KhanNaz GulNosheen FaizAsma GulWerner AdlerBerthold LausenPublished in: CoRR (2020)
Keyphrases
- decision trees
- tree ensembles
- randomized trees
- machine learning
- tree induction
- image classification
- classification accuracy
- dynamic programming
- pattern recognition
- support vector
- majority voting
- classification models
- supervised learning
- text classification
- feature extraction
- binary decision tree
- ensemble methods
- machine learning algorithms
- visual features
- support vector machine
- training set
- optimal solution
- machine learning methods
- naive bayes
- selection algorithm
- ensemble learning
- random forests
- classifier ensemble
- subspace methods
- support vector machine svm
- imbalanced data
- fuzzy decision trees