Research Article
Feature Screening via Mutual Information Learning Based on Nonparametric Density Estimation
Table 5
Detailed simulation results for Example
3.
| | | MMMS (RSD) | | | PCS | PFS |
| | 1000 | 100 | 10.0 (0.0) | 0.96 | 0.96 | 1.00 | 0.62 | | 200 | 10.0 (0.0) | 1.00 | 1.00 | 1.00 | 0.67 |
| | 5000 | 100 | 10.0 (0.74) | 0.86 | 0.86 | 0.96 | 0.31 | | 200 | 10.0 (0.0) | 1.00 | 1.00 | 1.00 | 0.43 |
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