Minority Class Oversampling for Tabular Data with Deep Generative Models.
Ramiro CaminoChristian A. HammerschmidtRadu StatePublished in: CoRR (2020)
Keyphrases
- generative model
- tabular data
- minority class
- class imbalance
- majority class
- class distribution
- classification error
- probabilistic model
- cost sensitive learning
- decision boundary
- nearest neighbour
- support vector machine
- active learning
- sampling methods
- training set
- original data
- prior knowledge
- training dataset
- training data
- semi supervised
- conditional random fields
- em algorithm
- cost sensitive
- pattern classification
- training samples
- concept drift
- face images
- feature selection