Variable selection for support vector machines in moderately high dimensions

Mathematics

• Support Vector Machine 69%
• Variable Selection 56%
• Higher Dimensions 50%
• Local Minimizer 44%
• Estimator 32%
• Binary Classification 25%
• Oracle Property 23%
• Linear Algorithm 23%
• Local Approximation 22%
• Diverge 20%
• Linear Approximation 20%
• Oracle 19%
• High Accuracy 18%
• Flexibility 17%
• Predictors 16%
• Approximation Algorithms 16%
• Asymptotic Properties 15%
• Covariates 15%
• Objective function 15%
• Valid 13%
• Unknown 11%
• Converge 11%
• Performance 10%
• Class 5%

Business & Economics

• Variable Selection 100%
• Support Vector Machine 93%
• Estimator 43%
• Asymptotic Properties 22%
• Approximation Algorithms 22%
• Predictors 19%
• Covariates 18%
• Objective Function 16%
• Performance 7%