A Weighted Feature Selection Method for Instance-Based Classification.
Gennady AgreAnton DzhondzhorovPublished in: AIMSA (2016)
Keyphrases
- feature selection
- classification accuracy
- classification method
- support vector machine
- support vector machine svm
- method for feature selection
- feature set
- support vector
- instance based learning
- benchmark data sets
- preprocessing
- mutual information
- unsupervised learning
- cross validation
- machine learning
- classification algorithm
- feature selection and classification
- dimension reduction
- k nearest neighbour
- nearest neighbour
- accuracy rate
- data pre processing
- classification rate
- classification scheme
- decision rules
- machine learning methods
- model selection
- text classification
- pattern recognition
- similarity measure
- feature extraction
- pattern classification
- classification process
- discriminative features
- knn
- decision trees
- conditional mutual information