Ensemble Methods for the NTCIR-13 NAILS Task.
Holly HutsonShlomo GevaPhilipp CimianoPublished in: NTCIR (2017)
Keyphrases
- ensemble methods
- test collection
- prediction accuracy
- analytical model
- benchmark datasets
- random forests
- machine learning methods
- decision trees
- base classifiers
- generalization ability
- bootstrap sampling
- random forest
- ensemble learning
- multiple models
- drifting concepts
- majority voting
- classifier ensemble
- machine learning
- base learners
- k nearest neighbor
- artificial neural networks
- imbalanced data
- ensemble members
- ensemble feature selection
- learning algorithm