IG Captioner: Information Gain Captioners are Strong Zero-shot Classifiers.
Chenglin YangSiyuan QiaoYuan CaoYu ZhangTao ZhuAlan L. YuilleJiahui YuPublished in: CoRR (2023)
Keyphrases
- information gain
- decision trees
- naive bayes
- feature selection
- text categorization
- decision tree learners
- mutual information
- chi square
- chi squared
- feature subset
- training data
- classification accuracy
- machine learning algorithms
- occurrence frequency
- logistic regression
- correlation coefficient
- svm classifier
- support vector
- random forest
- naive bayes classifier
- class labels
- ensemble classifier
- machine learning
- feature set
- semi supervised
- support vector machine
- training set
- neural network
- unlabeled data
- semi supervised learning
- k nearest neighbor
- text classification
- knn
- feature ranking
- similarity measure
- feature extraction
- learning algorithm