A hybrid of SVM and SCAD with group-specific tuning parameters in identification of informative genes and biological pathways

Keyphrases

• Lung Cancer 100%
• Tuning Parameter 100%
• Informative Genes 100%
• Gene Pathway 100%
• Biological Pathways 100%
• Group-specific 100%
• Process Evaluation 50%
• Support Vector Machine 50%
• Classification Accuracy 50%
• Classification Approach 50%
• Significant Genes 50%
• Pathway-based Approach 50%
• Biological Experiment 50%
• Pathway Data 50%
• Collection Method 50%
• Information Collection 50%
• Context-free 50%
• Significant Pathways 50%
• Cancer Dataset 50%
• Pathway Information 50%
• Pathway Evaluation 50%
• Microarray Classification 50%
• Biological Literature 50%
• Genomic Research 50%
• Smoothly Clipped Absolute Deviation 50%

Computer Science

• classification approach 100%
• Support Vector Machine 100%
• Support Vector Machine 100%
• Classification Accuracy 100%
• Collection Process 100%
• Genomic Research 100%
• Biological Pathway 100%