Diversity Blocks for De-biasing Classification Models.
Shruti NagpalManeet SinghRicha SinghMayank VatsaPublished in: IJCB (2020)
Keyphrases
- classification models
- diversity measures
- decision trees
- feature selection
- training data
- software quality classification
- learning models
- feature set
- imbalanced data
- feature space
- ensemble classifier
- attribute selection
- data sets
- high dimensional
- knn
- nearest neighbor
- k nearest neighbor
- probability estimates
- models built
- pattern recognition