New validation methods for improving standard and multi-parametric support vector regression training time

Keyphrases

• Multi-parameter 100%
• Least Squares Support Vector Regression (LSSVR) 100%
• Hyperparameters 100%
• Method Validation 100%
• Training Time 100%
• Regression Training 100%
• Search Algorithm 40%
• Grid Search 40%
• Best Combination 20%
• Heuristic Approach 20%
• Parameter Search 20%
• Exact Method 20%
• Evolutionary Algorithms 20%
• Algorithm Method 20%
• Learning Machine 20%
• Training Database 20%
• K-fold Cross-validation 20%
• Support Vector Regression Algorithm 20%

Computer Science

• Validation Method 100%
• Support Vector Regression 100%
• Search Algorithm 40%
• Machine Learning 20%
• Fold Cross Validation 20%
• Evolutionary Algorithms 20%
• Good Performance 20%

Physics

• Machine Learning 100%