An evidential classifier based on feature selection and two-step classification strategy.
Chunfeng LianSu RuanThierry DenoeuxPublished in: Pattern Recognit. (2015)
Keyphrases
- feature selection
- classification accuracy
- classification models
- support vector
- feature extraction
- text classification
- decision trees
- machine learning
- high dimensionality
- preprocessing step
- automatic classification
- support vector machine
- web page classification
- feature space
- feature selection and classification
- feature set
- mutual information
- classification performances
- model selection
- feature subset
- irrelevant features
- accurate classification
- feature selection algorithms
- feature selection and classifier
- pattern recognition
- preprocessing
- knn
- unsupervised learning
- image classification
- feature ranking
- conditional mutual information
- multi class
- bayes classifier
- discriminative features
- support vector machine svm
- machine learning algorithms
- classification algorithm
- feature subset selection
- terms of classification accuracy
- high dimensional
- training set
- naive bayes
- microarray data