Feature Augmentation via Nonparametrics and Selection (FANS) in High-Dimensional Classification

Mathematics

• Augmentation 94%
• High-dimensional 65%
• Spam 20%
• Naive Bayes 17%
• Electronic Mail 16%
• Generalized Additive Models 15%
• Penalized Regression 15%
• Interpretability 15%
• Parallel Computing 14%
• Gene Expression 14%
• Curse of Dimensionality 14%
• Computability 12%
• Classifier 12%
• Logistic Regression 12%
• Fast Algorithm 11%
• Benchmark 11%
• Simplicity 10%
• Numerical Analysis 10%
• Data analysis 10%
• Univariate 9%
• Linear Combination 9%
• Transform 8%
• Model 7%
• Demonstrate 6%
• Estimate 5%

Business & Economics

• Augmentation 100%
• Parallel Computing 18%
• Computability 17%
• Spam 16%
• Logistic Regression 16%
• Curse of Dimensionality 15%
• Classifier 13%
• Electronic Mail 13%
• Simplicity 11%
• Train 10%
• Benchmark 8%