outputs/c4.log

[fig3] rf: blue_std=0.03591 orange_std=0.00593 ratio=6.06
[fig3] nn: blue_std=0.38425 orange_std=0.03637 ratio=10.57
[fig3] gb: blue_std=0.03360 orange_std=0.01268 ratio=2.65
[rate linear j=0 (null)] a_n exp=-0.545  b_n exp=-0.503  => compound pred=-1.048 | measured D_n exp: mean|d|=-1.032 q90|d|=-1.036
[rate linear j=1 (important)] a_n exp=-0.001  b_n exp=-0.482  => compound pred=-0.483 | measured D_n exp: mean|d|=-0.502 q90|d|=-0.496
[rate GB j=0 (null)] a_n exp=-0.567  b_n exp=-0.481  => compound pred=-1.048 | measured D_n exp: mean|d|=-0.594 q90|d|=-0.267
[rate GB j=1 (important)] a_n exp=+0.014  b_n exp=-0.467  => compound pred=-0.453 | measured D_n exp: mean|d|=-0.471 q90|d|=-0.445
[rate RF j=0 (null)] a_n exp=-0.067  b_n exp=-0.496  => compound pred=-0.563 | measured D_n exp: mean|d|=-0.412 q90|d|=-0.387
[rate NN j=0 (null)] a_n exp=+0.169  b_n exp=-0.496  => compound pred=-0.327 | measured D_n exp: mean|d|=-0.212 q90|d|=-0.219
[rate NN j=1 (important)] a_n exp=+0.006  b_n exp=-0.443  => compound pred=-0.437 | measured D_n exp: mean|d|=-0.410 q90|d|=-0.400
wrote /home/ubuntu/samuel/semiknockoffs-repro/outputs/claim4_double_robustness.json