Bias and stability of single variable classifiers for feature ranking and selection.
Shobeir FakhraeiHamid Soltanian-ZadehFarshad FotouhiPublished in: Expert Syst. Appl. (2014)
Keyphrases
- feature ranking
- single feature
- feature selection
- feature subset selection
- classification models
- feature subset
- high dimensionality
- text categorization
- stability of feature selection
- machine learning
- gene selection
- selection algorithm
- support vector
- fold cross validation
- missing values
- random forest
- multi layer perceptron
- classification algorithm
- microarray
- logistic regression
- missing data
- image classification
- support vector machine
- feature vectors
- training data
- decision trees