Explaining Naive Bayes and Other Linear Classifiers with Polynomial Time and Delay.
João Marques-SilvaThomas GerspacherMartin C. CooperAlexey IgnatievNina NarodytskaPublished in: NeurIPS (2020)
Keyphrases
- naive bayes
- linear classifiers
- decision trees
- classification accuracy
- text classification
- multi class
- training data
- logistic regression
- naive bayes classifier
- text categorization
- feature selection
- hyperplane
- bayesian networks
- generalization error
- information gain
- classification algorithm
- principal components
- worst case
- data sets
- supervised learning
- nearest neighbor
- feature space
- svm classifier