Probabilistic Confusion Entropy for Evaluating Classifiers.
Xiao-Ning WangJin-Mao WeiHan JinGang YuHai-Wei ZhangPublished in: Entropy (2013)
Keyphrases
- information theoretic
- training data
- information theory
- mutual information
- feature selection
- decision trees
- bayesian networks
- test set
- supervised classification
- conditional probabilities
- information entropy
- generative model
- high dimensional
- support vector
- majority voting
- conditionally independent
- ensemble classifier
- classification systems
- neural network
- classification decisions
- machine learning methods
- svm classifier
- class labels
- machine learning algorithms
- feature set
- training set