Разработка ансамбля алгоритмов классификации с использованием энтропийного показателя качества для решения задачи поведенческого скоринга (Development of an Ensemble of Classification Algorithms Using the Entropy Quality Measure for Solving the Problem of Behavioral Scoring).
Igor A. KuznetsovVasiliy S. KireevPublished in: DAMDID/RCDL (2016)
Keyphrases
- quality measures
- classification algorithm
- learning algorithm
- combinatorial optimization
- ensemble learning
- benchmark datasets
- accurate classifiers
- feature selection
- feature extraction
- training set
- neural network
- supervised learning
- classification models
- ensemble methods
- precision and recall
- classification accuracy
- active learning
- feature space
- machine learning