Fast Sparse Classification for Generalized Linear and Additive Models.
Jiachang LiuChudi ZhongMargo I. SeltzerCynthia RudinPublished in: AISTATS (2022)
Keyphrases
- additive models
- generalized linear
- decision trees
- support vector
- pattern recognition
- support vector machine svm
- feature selection
- linear svm
- high dimensional
- training set
- feature extraction
- feature vectors
- supervised learning
- image classification
- text classification
- discriminant analysis
- linear classifiers
- feature space
- machine learning
- knn
- support vector machine
- regression model
- cross validation