The Relative Performance of Ensemble Methods with Deep Convolutional Neural Networks for Image Classification.
Cheng JuAurélien BibautMark J. van der LaanPublished in: CoRR (2017)
Keyphrases
- ensemble methods
- convolutional neural networks
- image classification
- prediction accuracy
- random forests
- benchmark datasets
- machine learning methods
- decision trees
- convolutional network
- ensemble learning
- random forest
- base classifiers
- drifting concepts
- generalization ability
- majority voting
- image features
- bootstrap sampling
- classifier ensemble
- base learners
- class specific
- decision tree ensembles
- ensemble feature selection
- neural network
- svm classifier
- imbalanced data
- ensemble classifier
- multi class