Classifying Patent Applications with Ensemble Methods.
Fernando BenitesShervin MalmasiMarcos ZampieriPublished in: ALTA (2018)
Keyphrases
- ensemble methods
- prediction accuracy
- decision trees
- machine learning methods
- ensemble learning
- random forests
- base classifiers
- benchmark datasets
- random forest
- majority voting
- bootstrap sampling
- generalization ability
- drifting concepts
- classifier ensemble
- base learners
- multiple models
- ensemble feature selection
- feature subset
- neural network
- ensemble classifier
- imbalanced data
- individual classifiers
- ensemble members
- loss function