Feature Ranking Using Linear SVM.
Yin-Wen ChangChih-Jen LinPublished in: WCCI Causation and Prediction Challenge (2008)
Keyphrases
- feature ranking
- linear svm
- feature selection
- text categorization
- logistic regression
- support vector
- support vector machine
- fold cross validation
- text classification
- high dimensionality
- knn
- support vectors
- hyperplane
- k nearest neighbor
- feature subset
- multi label
- decision trees
- feature subset selection
- multi class
- machine learning
- nearest neighbor
- classification accuracy
- feature extraction
- feature selection algorithms
- feature set
- linear model
- classification models
- bp neural network
- neural network
- random forest
- bayesian networks
- feature space
- active learning
- missing values
- loss function
- data sets
- model selection