Is Importance Weighting Incompatible with Interpolating Classifiers?
Ke Alexander WangNiladri S. ChatterjiSaminul HaqueTatsunori HashimotoPublished in: CoRR (2021)
Keyphrases
- training data
- decision trees
- support vector
- naive bayes
- feature selection
- weighted voting
- relative importance
- linear classifiers
- supervised classification
- test set
- machine learning algorithms
- feature weights
- multiple classifiers
- classification systems
- training samples
- weighting scheme
- classification process
- classification rate
- feature set
- training set
- machine learning
- training examples
- weak classifiers
- high dimensional
- ensemble learning
- classification models
- basis functions
- classification algorithm
- svm classifier