Cross Feature Selection to Eliminate Spurious Interactions and Single Feature Dominance Explainable Boosting Machines.
Shree Charran RSandipan Das MahapatraPublished in: CoRR (2023)
Keyphrases
- single feature
- feature selection
- gradient boosting
- feature ranking
- feature subset
- individual features
- feature subset selection
- text categorization
- support vector machine
- feature set
- recognition rate
- classification accuracy
- dimensionality reduction
- feature space
- support vector
- text classification
- feature selection algorithms
- machine learning
- knn
- ensemble learning
- data sets
- ensemble methods
- multiple features
- discriminative power
- unsupervised learning
- pairwise
- computational cost
- multi class
- selected features
- high dimensionality
- selection algorithm
- classification models
- keypoints
- microarray data
- gene expression data