Table 3 Metrics to assess the usefulness of personalization on the INDANA dataset
From: Estimating individualized treatment effects using an individual participant data meta-analysis
S-learner | T-learner | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
NA | RI | SI | R1 | FS | NA | RI | SI | R1 | FS | |
PAPE | 0 | 0 | 0 | 0 | 0 | 0.001 | 0 | 0.001 | 0.001 | 0.001 |
\(V(r)-E(Y(0))\) | -0.003 | -0.003 | -0.003 | -0.003 | -0.003 | -0.002 | -0.002 | -0.002 | -0.002 | -0.002 |
\(V(r)-E(Y(1))\) | 0 | 0 | 0 | 0 | 0 | 0.001 | 0.001 | 0.001 | 0.001 | 0.001 |