Estimating Confidence of Predictions of Individual Classifiers and Their Ensembles for the Genre Classification Task.
Mikhail LepekhinSerge SharoffPublished in: CoRR (2022)
Keyphrases
- genre classification
- individual classifiers
- ensemble learning
- classifier ensemble
- ensemble methods
- combining classifiers
- base classifiers
- classifier combination
- ensemble classifier
- multiple classifier systems
- text classification
- combining multiple
- generalization ability
- majority voting
- binary classification
- weighted average
- video retrieval
- music information retrieval
- benchmark datasets
- decision trees
- machine learning
- prediction accuracy
- random forest
- audio features
- concept drift
- machine learning methods
- classification algorithm
- multi class
- data sets