The application of mutual information-based feature selection and fuzzy LS-SVM-based classifier in motion classification.
Zhiguo YanZhizhong WangHongbo XiePublished in: Comput. Methods Programs Biomed. (2008)
Keyphrases
- feature selection
- support vector machine
- support vector
- svm classifier
- classification accuracy
- feature set
- feature space
- classification models
- fuzzy classifier
- mutual information
- fuzzy rule based classifier
- feature subset
- classification method
- classification scheme
- support vector machine svm
- bayes classifier
- text classification
- classification process
- higher classification accuracy
- classification algorithm
- feature selection algorithms
- feature reduction
- classification rate
- fold cross validation
- feature extraction
- decision trees
- bayesian classifier
- irrelevant features
- decision boundary
- k nearest neighbour
- small sample
- fuzzy classification
- feature vectors
- training set
- high dimensionality
- fuzzy sets
- accurate classification
- classification performances
- learning vector quantization
- hierarchical classification
- feature ranking
- training samples
- model selection
- image classification
- multiclass classification
- discriminative features
- recursive feature elimination
- multi class
- text classifiers
- svm classification
- nearest neighbor classifier
- feature weighting
- ensemble classifier
- knn
- multiple kernel learning
- microarray data
- fuzzy rules
- class labels
- fuzzy logic
- instance selection
- input features
- individual classifiers
- terms of classification accuracy
- extracted features
- pattern recognition
- text categorization
- learning algorithm