Applicability Domain Based on Ensemble Learning in Classification and Regression Analyses.
Hiromasa KanekoKimito FunatsuPublished in: J. Chem. Inf. Model. (2014)
Keyphrases
- ensemble learning
- generalization ability
- ensemble classifier
- support vector
- ensemble methods
- base learners
- weak learners
- individual classifiers
- support vector machine
- classification accuracy
- image classification
- pattern recognition
- feature vectors
- model selection
- support vector machine svm
- feature selection
- regression model
- classification models
- machine learning methods
- decision trees
- regression problems
- learning algorithm
- mutual subspace method
- data mining
- concept drift
- random forest
- linear regression
- benchmark datasets
- feature space
- similarity measure
- feature extraction