A theoretical characterization of linear SVM-based feature selection

Keyphrases

• Causal Discovery 33%
• Distribution Class 33%
• Distribution Estimation 33%
• Feature Selection 100%
• Feature Selection Methods 33%
• Hard Margin 33%
• Irrelevant Variables 33%
• Linear Support Vector Machine 100%
• Machine-based Methods 33%
• Machining Feature 33%
• Markov Blanket 33%
• Non-zero Weights 33%
• Optimal Classification 33%
• Optimal Estimation 33%
• Optimal Feature Selection 33%
• Support Vector Machine 66%
• Theoretical Characterization 100%
• Zero Weights 66%

Computer Science

• Feature Extraction 100%
• Feature Selection 100%
• Markov Blanket 20%
• Support Vector Machine 100%

Mathematics

• Causal Discovery 20%
• Irrelevant Variable 20%
• Nonzero Weight 20%
• Optimal Estimation 20%
• Relevant Variable 20%
• Support Vector Machine 100%