AutoModeling: Integrated Approach for Automated Model Generation by Ensemble Selection of Feature Subset and Classifier.
Arijit UkilIshan SahuChetanya PuriAyan MukherjeeRituraj SinghSoma BandyopadhyayArpan PalPublished in: IJCNN (2018)
Keyphrases
- feature subset
- ensemble selection
- feature ranking
- feature selection
- feature subset selection
- classification accuracy
- feature set
- input features
- selection algorithm
- classification models
- feature selection algorithms
- genetic algorithm ga
- ensemble members
- feature space
- selection strategy
- variable selection
- selected features
- ensemble methods
- support vector
- parameter settings
- svm classifier
- random forest
- high dimensionality
- feature extraction
- machine learning
- text categorization
- genetic programming
- fold cross validation
- feature vectors
- training set
- training data
- sequential forward selection