Two-stage classification with SIS using a new filter ranking method in high throughput data

Mathematics

• High Throughput 100%
• Screening 79%
• Ranking 73%
• Filter 63%
• Independence 63%
• Filtering 42%
• Lung Cancer 39%
• Feature Subset Selection 27%
• High Performance Computing 22%
• Elastic Net 21%
• Marginal Maximum Likelihood 20%
• Overfitting 19%
• Gene Expression Data 18%
• Bioinformatics 17%
• Performance 17%
• High-dimensional Data 16%
• Geometric mean 16%
• Resampling 16%
• NP-hard Problems 15%
• Variable Selection 14%
• Gene 14%
• Penalty 13%
• Likelihood 12%
• Simulation Study 10%
• Strategy 10%
• Computing 8%
• Alternatives 8%

Engineering & Materials Science

• Screening 66%
• Throughput 49%
• Gene expression 19%
• NP-hard 17%
• Genes 17%
• Maximum likelihood 16%