Computational complexity of linear large margin classification with ramp loss

Keyphrases

• Large Margin Classification 100%
• Ramp Loss 100%
• Computational Complexity 100%
• Misclassification Error 50%
• Generalization Bounds 25%
• Linear Hypothesis 25%
• Model Selection 25%
• Loss Minimization 25%
• Model Comparison 25%
• NP-hard Problem 25%
• Generalization Error 25%
• Large Margin 25%
• Surrogate Loss Function 25%
• Margin-based Loss Functions 25%
• Binary Classification 25%
• NP-hard 25%
• Margin Bound 25%
• Hinge Loss 25%
• Loss Function 25%

Computer Science

• Computational Complexity 100%
• Classification Error 100%
• Linear Hypothesis 50%
• Binary Classification 50%
• Generalization Error 50%
• Loss Minimization 50%
• Fundamental Question 50%

Mathematics

• Loss Function 100%
• Model Comparison 33%
• Linear Models 33%
• Upper Bound 33%