Research Article
Investigation of Super Learner Methodology on HIV-1 Small Sample: Application on Jaguar Trial Data
Table 3
Squared Error,
,
and corresponding rank on Jaguar Trial full-dataset.
| | Full Model | SqE | | |
| | Method | Rank | Value | Rank | Value | Rank | Value |
| | LM (1) | 5 | 0.204 | 5 | 0.435 | 4 | 0.319 | | LM (2) | 1.5 | 0.138 | 1.5 | 0.265 | 1.5 | 0.540 | | Random Forest | 4 | 0.178 | 4 | 0.348 | 6 | 0.271 | | D/S/A | 7 | 0.242 | 7 | 0.561 | 7 | 0.193 | | CART | 6 | 0.211 | 6 | 0.454 | 5 | 0.299 | | Super Learner-5 | 1.5 | 0.138 | 1.5 | 0.265 | 1.5 | 0.540 | | Super Learner-6 | 3 | 0.139 | 3 | 0.266 | 3 | 0.539 |
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