Explaining Naive Bayes and Other Linear Classifiers with Polynomial Time and Delay.
João Marques-SilvaThomas GerspacherMartin C. CooperAlexey IgnatievNina NarodytskaPublished in: CoRR (2020)
Keyphrases
- naive bayes
- linear classifiers
- decision trees
- classification accuracy
- text classification
- training data
- multi class
- naive bayes classifier
- logistic regression
- generalization error
- hyperplane
- classification algorithm
- text categorization
- feature selection
- bayesian networks
- worst case
- information gain
- svm classifier
- principal components
- training set
- support vector machine
- supervised learning
- multi task
- document classification
- feature set
- neural network
- active learning
- support vector
- objective function
- machine learning