Feature selection using firefly optimization for classification and regression models.
Li ZhangKamlesh MistryChee Peng LimSiew Chin NeohPublished in: Decis. Support Syst. (2018)
Keyphrases
- regression model
- feature selection
- model selection
- classification accuracy
- target variable
- support vector
- classification models
- machine learning
- feature set
- text classification
- high dimensionality
- cross validation
- regression analysis
- logistic regression models
- feature extraction
- feature space
- support vector machine
- feature subset
- text categorization
- interval valued data
- prediction model
- dimension reduction
- classification rules
- feature vectors
- information gain
- feature selection algorithms
- knn
- classification algorithm
- variable selection
- linear model
- logistic regression
- least squares
- machine learning algorithms
- generalized linear
- response variable
- generalized linear models
- genetic programming