Relevant feature selection in the context of painting classification.
Yin-Fu HuangChang-Tai WangYun-Shin HsiehPublished in: Pattern Anal. Appl. (2019)
Keyphrases
- feature selection
- classification accuracy
- text classification
- classification models
- feature space
- method for feature selection
- feature extraction
- support vector machine
- model selection
- support vector
- mutual information
- image classification
- machine learning
- pattern recognition
- evidence based medicine
- high dimensionality
- decision trees
- unsupervised learning
- web page classification
- class labels
- classification method
- bayes classifier
- dimension reduction
- small sample
- feature subset selection
- feature set
- classification scheme
- fold cross validation
- automatic classification
- classification performances
- irrelevant features
- accurate classification
- discriminative features
- training set
- classification algorithm
- cross validation
- contextual information
- text categorization
- information gain
- feature vectors
- naive bayes
- feature reduction
- neural network