Text Attribution in Case of Sampling Imbalance by the Method of Constructing an Ensemble of Classifiers Based on Decision Trees.
Alexander RogovRoman AbramovAlexander LebedevKirill A. KulakovNikolai MoskinPublished in: DAMDID/RCDL (Supplementary Proceedings) (2020)
Keyphrases
- decision trees
- classification method
- training data
- decision tree classifiers
- feature set
- training samples
- machine learning methods
- random forest
- combining classifiers
- sampling strategy
- multiple classifiers
- individual classifiers
- decision rules
- feature selection
- sampling methods
- binary classification problems
- imbalanced data
- weak classifiers
- feature extraction
- neural network