Effects of a proper feature selection on prediction and optimization of drilling rate using intelligent techniques.
Xiufeng LiaoManoj KhandelwalHaiqing YangMohammadreza KoopialipoorBhatawdekar Ramesh MurlidharPublished in: Eng. Comput. (2020)
Keyphrases
- feature selection
- parameter optimization
- optimization algorithm
- prediction accuracy
- optimization problems
- text categorization
- high dimensionality
- optimization method
- global optimization
- sparse pca
- prediction algorithm
- predictive model
- constrained optimization
- optimization process
- prediction error
- information gain
- prediction model
- feature subset
- differential evolution
- genetic algorithm ga
- mutual information
- forward selection
- feature extraction