What Does Softmax Probability Tell Us about Classifiers Ranking Across Diverse Test Conditions?
Weijie TuWeijian DengLiang ZhengTom GedeonPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- class membership
- test data
- sufficient conditions
- probability estimates
- training set
- diversity measures
- accurate classification
- probability estimation
- fold cross validation
- training data
- support vector
- test set
- statistical tests
- learning to rank
- ranking algorithm
- decision trees
- feature ranking
- information retrieval
- svm classifier
- web search
- probability distribution
- test cases
- feature selection
- naive bayes
- data sets
- individual features
- neural network
- ensemble classifier
- statistical significance
- linear classifiers
- ensemble learning
- evaluation measures
- ranking functions
- classification algorithm
- machine learning algorithms