Scaling feature selection method for enhancing the classification performance of Support Vector Machines in text mining.
S. ManochandarM. PunniyamoorthyPublished in: Comput. Ind. Eng. (2018)
Keyphrases
- feature selection
- support vector
- classification accuracy
- support vector machine
- classification method
- support vector machine svm
- cross validation
- text mining
- classification algorithm
- feature set
- text classification
- machine learning
- method for feature selection
- preprocessing
- mutual information
- model selection
- informative features
- training samples
- machine learning methods
- svm classifier
- data pre processing
- decision function
- irrelevant features
- feature weighting
- feature subset
- unsupervised learning
- knn
- classification performances
- support vector classification
- standard svm
- similarity measure
- naive bayes
- knowledge discovery