Fully component selection: An efficient combination of feature selection and principal component analysis to increase model performance.
Hossein Shafizadeh-MoghadamPublished in: Expert Syst. Appl. (2021)
Keyphrases
- feature selection
- mathematical model
- principal component analysis
- parameter estimation
- probabilistic model
- statistical model
- objective function
- cost function
- computational model
- selection criterion
- classification models
- formal model
- text categorization
- probability distribution
- similarity measure
- dimensionality reduction
- experimental data
- face recognition
- high level
- learning models
- data sets