Classification Performance Improvement Using Random Subset Feature Selection Algorithm for Data Mining.
Lakshmipadmaja DB. VishnuvardhanPublished in: Big Data Res. (2018)
Keyphrases
- feature selection algorithms
- feature selection
- data mining
- feature subset
- classification accuracy
- irrelevant features
- feature subset selection
- pattern recognition
- feature set
- support vector machine
- machine learning
- imbalanced datasets
- classification models
- decision trees
- support vector machine svm
- supervised learning
- classification method
- svm classifier
- data sets
- redundant features
- feature extraction
- model selection
- selection criterion
- sequential forward
- class distribution
- genetic algorithm ga
- image classification
- feature space
- search algorithm
- neural network