On Overfitting of Classifiers Making a Lattice.
Tatiana P. MakhalovaSergei O. KuznetsovPublished in: ICFCA (2017)
Keyphrases
- decision trees
- training data
- unseen data
- cross validation
- test set
- support vector
- training set
- naive bayes
- feature selection
- feature set
- machine learning algorithms
- multiple classifiers
- machine learning methods
- classifier ensemble
- lattice structure
- classifier combination
- classification algorithm
- ensemble learning
- roc curve
- linear classifiers
- classification systems
- classification models
- individual classifiers
- class labels
- active learning
- data mining