Deep Ensembles for Imbalanced Classification.
Nataliia KozlovskaiaAlexey ZaytsevPublished in: ICMLA (2017)
Keyphrases
- decision trees
- machine learning methods
- machine learning
- class imbalance
- image classification
- text classification
- classification accuracy
- neural network
- imbalanced data
- training set
- pattern recognition
- classification systems
- pattern classification
- classification models
- preprocessing
- supervised learning
- model selection
- classification scheme
- machine learning algorithms
- svm classifier
- decision rules
- imbalanced data sets
- tree ensembles
- cost sensitive
- benchmark data sets
- classification method
- training samples
- unsupervised learning
- feature space
- support vector
- feature selection