FSelector: a Ruby gem for feature selection.
Tiejun ChengYanli WangStephen H. BryantPublished in: Bioinform. (2012)
Keyphrases
- feature selection
- programming language
- text categorization
- mutual information
- feature selection algorithms
- feature set
- classification models
- information gain
- unsupervised feature selection
- irrelevant features
- feature space
- classification accuracy
- feature weighting
- multi class
- feature subset
- dimensionality reduction
- feature extraction
- machine learning
- method for feature selection
- high dimensionality
- feature ranking
- multi task
- feature selection and classification
- gene expression data
- search engine
- support vector machine
- support vector
- neural network
- microarray data
- data mining
- classification performances
- database driven
- informative features
- bayes classifier
- small sample
- discriminative features
- image registration
- text classification
- svm classifier
- data sets