Managing Monotonicity in Classification by a Pruned Random Forest.
Sergio GonzálezFrancisco HerreraSalvador GarcíaPublished in: IDEAL (2015)
Keyphrases
- random forest
- decision trees
- feature set
- fold cross validation
- random forests
- decision tree learning algorithms
- feature importance
- classification accuracy
- cancer classification
- ensemble classifier
- machine learning
- ensemble methods
- classification algorithm
- support vector
- ensemble learning
- classification models
- class labels
- image classification
- support vector machine svm
- unsupervised learning
- text classification
- multi label
- logistic regression
- benchmark datasets
- pairwise
- naive bayes
- training set
- feature space
- feature ranking
- training samples