Survey of resampling techniques for improving classification performance in unbalanced datasets.
Ajinkya MorePublished in: CoRR (2016)
Keyphrases
- benchmark datasets
- uci machine learning repository
- uci repository
- decision trees
- uci datasets
- supervised learning
- object classification
- pattern recognition
- classification systems
- text classification
- classification rules
- classification method
- classification models
- classification scheme
- unsupervised learning
- image classification
- training dataset
- hypothesis testing
- feature extraction
- machine learning
- classification rate
- unbalanced data
- pattern classification
- class labels
- classification algorithm
- data sets
- classification accuracy
- feature vectors
- preprocessing
- training set
- binary and multi class
- learning algorithm
- decision tree algorithms
- accurate classifiers
- restricted boltzmann machine
- high dimensional
- support vector machine
- principal component analysis
- data collection
- training samples
- benchmark data sets