One-Class Classifier Performance: Comparing Majority versus Minority Class Training.
Joffrey L. LeevyJohn T. HancockTaghi M. KhoshgoftaarAzadeh Abdollah ZadehPublished in: ICTAI (2023)
Keyphrases
- class imbalance
- class distribution
- minority class
- training set
- class imbalanced
- majority class
- active learning
- train a neural network
- test set
- cost sensitive
- training examples
- training samples
- training dataset
- imbalanced data
- single class
- cost sensitive learning
- target class
- neural network
- supervised learning
- sampling methods
- training data
- test data
- error rate
- text categorization
- decision boundary
- misclassification costs
- model selection
- small number
- multi class
- feature selection
- learning algorithm
- data sets