Back to synthesis

Evidence record

experiments/phaseC_source_sensitivity/fit_diagnostics.md

SHA-256: 8a528a83be067cf4be0b9cdbbbdc0929c54d5f6f9f6bdcc06d7525edc2a87b8a

# Post-audit source exclusion sensitivity

[ours] Exact 17-row exclusion; unchanged 2,000 training vectors, 983 validation
queries/gallery rows. This is a post-audit sensitivity, not independent replication.
All tables are generated from frozen checksummed results. Per-class zero supports
are unscorable; historical balanced-probe eligibility is unchanged.

## Final refit diagnostics

[ours] Original train-only selection diagnostics/C are reused; final models
are refitted. Full inner candidate records remain in results.json.

| Condition | Attribute | Probe | C | Boundary | Converged | Iterations | max_iter | Train acc | Train BA | Val acc | Val BA | Train acc Δ |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| c1_pristine | weather | probe_standardized | 0.01 | lower | 1.0 | 286.0 | False | 0.911500 | 0.845832 | 0.785351 | 0.630239 | 0.000000 |
| c1_pristine | weather | probe_unscaled | 10.0 | None | 1.0 | 389.0 | False | 0.871500 | 0.762991 | 0.794507 | 0.624657 | 0.000000 |
| c1_pristine | scene | probe_standardized | 0.01 | lower | 1.0 | 581.0 | False | 0.876000 | 0.816428 | 0.769074 | 0.695197 | 0.000000 |
| c1_pristine | scene | probe_unscaled | 1.0 | None | 1.0 | 139.0 | False | 0.804500 | 0.654986 | 0.767040 | 0.643897 | 0.000000 |
| c1_pristine | timeofday | probe_standardized | 0.01 | lower | 1.0 | 103.0 | False | 0.974500 | 0.916369 | 0.929807 | 0.764365 | 0.000000 |
| c1_pristine | timeofday | probe_unscaled | 100.0 | None | 1.0 | 439.0 | False | 0.988000 | 0.960667 | 0.922686 | 0.759524 | 0.000000 |
| c1_scale_contraction_0 | weather | probe_standardized | 0.01 | lower | 1.0 | 286.0 | False | 0.911500 | 0.845832 | 0.785351 | 0.630239 | 0.000000 |
| c1_scale_contraction_0 | weather | probe_unscaled | 10.0 | None | 1.0 | 389.0 | False | 0.871500 | 0.762991 | 0.794507 | 0.624657 | 0.000000 |
| c1_scale_contraction_0 | scene | probe_standardized | 0.01 | lower | 1.0 | 581.0 | False | 0.876000 | 0.816428 | 0.769074 | 0.695197 | 0.000000 |
| c1_scale_contraction_0 | scene | probe_unscaled | 1.0 | None | 1.0 | 139.0 | False | 0.804500 | 0.654986 | 0.767040 | 0.643897 | 0.000000 |
| c1_scale_contraction_0 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 103.0 | False | 0.974500 | 0.916369 | 0.929807 | 0.764365 | 0.000000 |
| c1_scale_contraction_0 | timeofday | probe_unscaled | 100.0 | None | 1.0 | 439.0 | False | 0.988000 | 0.960667 | 0.922686 | 0.759524 | 0.000000 |
| c1_scale_contraction_0.25 | weather | probe_standardized | 0.01 | lower | 1.0 | 320.0 | False | 0.911500 | 0.845832 | 0.785351 | 0.630239 | 0.000000 |
| c1_scale_contraction_0.25 | weather | probe_unscaled | 10.0 | None | 1.0 | 332.0 | False | 0.846500 | 0.715377 | 0.792472 | 0.606129 | 0.000000 |
| c1_scale_contraction_0.25 | scene | probe_standardized | 0.01 | lower | 1.0 | 497.0 | False | 0.876000 | 0.816428 | 0.769074 | 0.695197 | 0.000000 |
| c1_scale_contraction_0.25 | scene | probe_unscaled | 10.0 | None | 1.0 | 270.0 | False | 0.832000 | 0.730116 | 0.779247 | 0.692050 | 0.000000 |
| c1_scale_contraction_0.25 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 103.0 | False | 0.974500 | 0.916369 | 0.929807 | 0.764365 | 0.000000 |
| c1_scale_contraction_0.25 | timeofday | probe_unscaled | 100.0 | None | 1.0 | 415.0 | False | 0.982000 | 0.937116 | 0.924720 | 0.757155 | 0.000000 |
| c1_scale_contraction_0.5 | weather | probe_standardized | 0.01 | lower | 1.0 | 286.0 | False | 0.911500 | 0.845832 | 0.785351 | 0.630239 | 0.000000 |
| c1_scale_contraction_0.5 | weather | probe_unscaled | 100.0 | None | 1.0 | 786.0 | False | 0.907000 | 0.837829 | 0.787386 | 0.634862 | 0.000000 |
| c1_scale_contraction_0.5 | scene | probe_standardized | 0.01 | lower | 1.0 | 581.0 | False | 0.876000 | 0.816428 | 0.769074 | 0.695197 | 0.000000 |
| c1_scale_contraction_0.5 | scene | probe_unscaled | 10.0 | None | 1.0 | 291.0 | False | 0.819000 | 0.697095 | 0.773143 | 0.669032 | 0.000000 |
| c1_scale_contraction_0.5 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 103.0 | False | 0.974500 | 0.916369 | 0.929807 | 0.764365 | 0.000000 |
| c1_scale_contraction_0.5 | timeofday | probe_unscaled | 100.0 | None | 1.0 | 322.0 | False | 0.970500 | 0.900040 | 0.931841 | 0.765839 | 0.000000 |
| c1_scale_contraction_0.75 | weather | probe_standardized | 0.01 | lower | 1.0 | 286.0 | False | 0.911500 | 0.845832 | 0.785351 | 0.630239 | 0.000000 |
| c1_scale_contraction_0.75 | weather | probe_unscaled | 100.0 | None | 1.0 | 748.0 | False | 0.853000 | 0.727470 | 0.792472 | 0.608257 | 0.000000 |
| c1_scale_contraction_0.75 | scene | probe_standardized | 0.01 | lower | 1.0 | 581.0 | False | 0.876000 | 0.816428 | 0.769074 | 0.695197 | 0.000000 |
| c1_scale_contraction_0.75 | scene | probe_unscaled | 10.0 | None | 1.0 | 214.0 | False | 0.793000 | 0.618856 | 0.757884 | 0.618524 | 0.000000 |
| c1_scale_contraction_0.75 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 103.0 | False | 0.974500 | 0.916369 | 0.929807 | 0.764365 | 0.000000 |
| c1_scale_contraction_0.75 | timeofday | probe_unscaled | 1000.0 | None | 1.0 | 664.0 | False | 0.983500 | 0.942029 | 0.923703 | 0.756463 | 0.000000 |
| c1_scale_contraction_0.9 | weather | probe_standardized | 0.01 | lower | 1.0 | 288.0 | False | 0.911500 | 0.845832 | 0.785351 | 0.630239 | 0.000000 |
| c1_scale_contraction_0.9 | weather | probe_unscaled | 1000.0 | None | 1.0 | 1735.0 | False | 0.871500 | 0.762991 | 0.794507 | 0.624657 | 0.000000 |
| c1_scale_contraction_0.9 | scene | probe_standardized | 0.01 | lower | 1.0 | 528.0 | False | 0.876000 | 0.816428 | 0.769074 | 0.695197 | 0.000000 |
| c1_scale_contraction_0.9 | scene | probe_unscaled | 100.0 | None | 1.0 | 497.0 | False | 0.804500 | 0.654986 | 0.767040 | 0.643897 | 0.000000 |
| c1_scale_contraction_0.9 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 103.0 | False | 0.974500 | 0.916369 | 0.929807 | 0.764365 | 0.000000 |
| c1_scale_contraction_0.9 | timeofday | probe_unscaled | 10000.0 | None | 1.0 | 1105.0 | False | 0.988000 | 0.960667 | 0.922686 | 0.759524 | 0.000000 |
| c1_scale_contraction_0.99 | weather | probe_standardized | 0.01 | lower | 1.0 | 316.0 | False | 0.911500 | 0.845832 | 0.785351 | 0.630239 | 0.000000 |
| c1_scale_contraction_0.99 | weather | probe_unscaled | 100000.0 | None | 0.0 | 5000.0 | True | 0.872000 | 0.764167 | 0.794507 | 0.624657 | 0.000000 |
| c1_scale_contraction_0.99 | scene | probe_standardized | 0.01 | lower | 1.0 | 541.0 | False | 0.876000 | 0.816428 | 0.769074 | 0.695197 | 0.000000 |
| c1_scale_contraction_0.99 | scene | probe_unscaled | 10000.0 | None | 1.0 | 1947.0 | False | 0.804500 | 0.654986 | 0.767040 | 0.643897 | 0.000000 |
| c1_scale_contraction_0.99 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 103.0 | False | 0.974500 | 0.916369 | 0.929807 | 0.764365 | 0.000000 |
| c1_scale_contraction_0.99 | timeofday | probe_unscaled | 1000000.0 | upper | 1.0 | 3127.0 | False | 0.988000 | 0.960667 | 0.922686 | 0.759524 | 0.000000 |
| c1_rank_truncation_0 | weather | probe_standardized | 0.01 | lower | 1.0 | 286.0 | False | 0.911500 | 0.845832 | 0.785351 | 0.630239 | 0.000000 |
| c1_rank_truncation_0 | weather | probe_unscaled | 10.0 | None | 1.0 | 389.0 | False | 0.871500 | 0.762991 | 0.794507 | 0.624657 | 0.000000 |
| c1_rank_truncation_0 | scene | probe_standardized | 0.01 | lower | 1.0 | 581.0 | False | 0.876000 | 0.816428 | 0.769074 | 0.695197 | 0.000000 |
| c1_rank_truncation_0 | scene | probe_unscaled | 1.0 | None | 1.0 | 139.0 | False | 0.804500 | 0.654986 | 0.767040 | 0.643897 | 0.000000 |
| c1_rank_truncation_0 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 103.0 | False | 0.974500 | 0.916369 | 0.929807 | 0.764365 | 0.000000 |
| c1_rank_truncation_0 | timeofday | probe_unscaled | 100.0 | None | 1.0 | 439.0 | False | 0.988000 | 0.960667 | 0.922686 | 0.759524 | 0.000000 |
| c1_rank_truncation_0.25 | weather | probe_standardized | 0.01 | lower | 1.0 | 273.0 | False | 0.911500 | 0.845832 | 0.785351 | 0.630239 | 0.000000 |
| c1_rank_truncation_0.25 | weather | probe_unscaled | 10.0 | None | 1.0 | 398.0 | False | 0.871500 | 0.762991 | 0.794507 | 0.624657 | 0.000000 |
| c1_rank_truncation_0.25 | scene | probe_standardized | 0.01 | lower | 1.0 | 721.0 | False | 0.876000 | 0.816428 | 0.769074 | 0.695197 | 0.000000 |
| c1_rank_truncation_0.25 | scene | probe_unscaled | 1.0 | None | 1.0 | 152.0 | False | 0.804500 | 0.654986 | 0.767040 | 0.643897 | 0.000000 |
| c1_rank_truncation_0.25 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 104.0 | False | 0.974500 | 0.916369 | 0.929807 | 0.764365 | 0.000000 |
| c1_rank_truncation_0.25 | timeofday | probe_unscaled | 100.0 | None | 1.0 | 430.0 | False | 0.988000 | 0.960667 | 0.922686 | 0.759524 | 0.000000 |
| c1_rank_truncation_0.5 | weather | probe_standardized | 0.01 | lower | 1.0 | 311.0 | False | 0.906500 | 0.837658 | 0.779247 | 0.626060 | 0.000000 |
| c1_rank_truncation_0.5 | weather | probe_unscaled | 10.0 | None | 1.0 | 394.0 | False | 0.867500 | 0.759363 | 0.792472 | 0.620881 | 0.000000 |
| c1_rank_truncation_0.5 | scene | probe_standardized | 0.01 | lower | 1.0 | 634.0 | False | 0.867500 | 0.798369 | 0.776195 | 0.701756 | 0.000000 |
| c1_rank_truncation_0.5 | scene | probe_unscaled | 1.0 | None | 1.0 | 138.0 | False | 0.804500 | 0.655937 | 0.765005 | 0.641110 | 0.000000 |
| c1_rank_truncation_0.5 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 115.0 | False | 0.971500 | 0.902670 | 0.930824 | 0.768810 | 0.000000 |
| c1_rank_truncation_0.5 | timeofday | probe_unscaled | 100.0 | None | 1.0 | 414.0 | False | 0.986500 | 0.953792 | 0.918616 | 0.752823 | 0.000000 |
| c1_rank_truncation_0.75 | weather | probe_standardized | 0.01 | lower | 1.0 | 352.0 | False | 0.866000 | 0.774994 | 0.774161 | 0.611319 | 0.000000 |
| c1_rank_truncation_0.75 | weather | probe_unscaled | 10.0 | None | 1.0 | 420.0 | False | 0.842500 | 0.715789 | 0.790437 | 0.613753 | 0.000000 |
| c1_rank_truncation_0.75 | scene | probe_standardized | 0.01 | lower | 1.0 | 792.0 | False | 0.843000 | 0.765030 | 0.765005 | 0.684998 | 0.000000 |
| c1_rank_truncation_0.75 | scene | probe_unscaled | 1.0 | None | 1.0 | 152.0 | False | 0.802000 | 0.652234 | 0.767040 | 0.642138 | 0.000000 |
| c1_rank_truncation_0.75 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 102.0 | False | 0.961500 | 0.868598 | 0.928789 | 0.763674 | 0.000000 |
| c1_rank_truncation_0.75 | timeofday | probe_unscaled | 10.0 | None | 1.0 | 191.0 | False | 0.955000 | 0.840828 | 0.932859 | 0.762869 | 0.000000 |
| c1_rank_truncation_0.9 | weather | probe_standardized | 0.01 | lower | 1.0 | 323.0 | False | 0.816000 | 0.685007 | 0.780264 | 0.606250 | 0.000000 |
| c1_rank_truncation_0.9 | weather | probe_unscaled | 10.0 | None | 1.0 | 454.0 | False | 0.806000 | 0.655395 | 0.774161 | 0.579296 | 0.000000 |
| c1_rank_truncation_0.9 | scene | probe_standardized | 0.1 | None | 1.0 | 937.0 | False | 0.814000 | 0.716095 | 0.773143 | 0.685173 | 0.000000 |
| c1_rank_truncation_0.9 | scene | probe_unscaled | 1.0 | None | 1.0 | 149.0 | False | 0.797000 | 0.642926 | 0.765005 | 0.640361 | 0.000000 |
| c1_rank_truncation_0.9 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 116.0 | False | 0.950000 | 0.831548 | 0.936928 | 0.788062 | 0.000000 |
| c1_rank_truncation_0.9 | timeofday | probe_unscaled | 10.0 | None | 1.0 | 225.0 | False | 0.946000 | 0.805514 | 0.936928 | 0.776894 | 0.000000 |
| c1_rank_truncation_0.99 | weather | probe_standardized | 0.1 | None | 1.0 | 950.0 | False | 0.600500 | 0.312147 | 0.610376 | 0.307544 | 0.000000 |
| c1_rank_truncation_0.99 | weather | probe_unscaled | 1000.0 | None | 1.0 | 2875.0 | False | 0.600500 | 0.312147 | 0.610376 | 0.307544 | 0.000000 |
| c1_rank_truncation_0.99 | scene | probe_standardized | 0.01 | lower | 1.0 | 1105.0 | False | 0.797000 | 0.686035 | 0.775178 | 0.688107 | 0.000000 |
| c1_rank_truncation_0.99 | scene | probe_unscaled | 100.0 | None | 1.0 | 802.0 | False | 0.797000 | 0.686035 | 0.775178 | 0.688107 | 0.000000 |
| c1_rank_truncation_0.99 | timeofday | probe_standardized | 10.0 | None | 1.0 | 140.0 | False | 0.924000 | 0.693468 | 0.923703 | 0.704105 | 0.000000 |
| c1_rank_truncation_0.99 | timeofday | probe_unscaled | 100000.0 | None | 1.0 | 286.0 | False | 0.924000 | 0.693468 | 0.923703 | 0.704105 | 0.000000 |
| c1_mean_injection_0 | weather | probe_standardized | 0.01 | lower | 1.0 | 286.0 | False | 0.911500 | 0.845832 | 0.785351 | 0.630239 | 0.000000 |
| c1_mean_injection_0 | weather | probe_unscaled | 10.0 | None | 1.0 | 389.0 | False | 0.871500 | 0.762991 | 0.794507 | 0.624657 | 0.000000 |
| c1_mean_injection_0 | scene | probe_standardized | 0.01 | lower | 1.0 | 581.0 | False | 0.876000 | 0.816428 | 0.769074 | 0.695197 | 0.000000 |
| c1_mean_injection_0 | scene | probe_unscaled | 1.0 | None | 1.0 | 139.0 | False | 0.804500 | 0.654986 | 0.767040 | 0.643897 | 0.000000 |
| c1_mean_injection_0 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 103.0 | False | 0.974500 | 0.916369 | 0.929807 | 0.764365 | 0.000000 |
| c1_mean_injection_0 | timeofday | probe_unscaled | 100.0 | None | 1.0 | 439.0 | False | 0.988000 | 0.960667 | 0.922686 | 0.759524 | 0.000000 |
| c1_mean_injection_0.25 | weather | probe_standardized | 0.01 | lower | 1.0 | 335.0 | False | 0.911500 | 0.845832 | 0.785351 | 0.630239 | 0.000000 |
| c1_mean_injection_0.25 | weather | probe_unscaled | 10.0 | None | 1.0 | 422.0 | False | 0.871500 | 0.762991 | 0.794507 | 0.624657 | 0.000000 |
| c1_mean_injection_0.25 | scene | probe_standardized | 0.01 | lower | 1.0 | 642.0 | False | 0.876000 | 0.816428 | 0.769074 | 0.695197 | 0.000000 |
| c1_mean_injection_0.25 | scene | probe_unscaled | 1.0 | None | 1.0 | 144.0 | False | 0.804500 | 0.654986 | 0.767040 | 0.643897 | 0.000000 |
| c1_mean_injection_0.25 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 103.0 | False | 0.974500 | 0.916369 | 0.929807 | 0.764365 | 0.000000 |
| c1_mean_injection_0.25 | timeofday | probe_unscaled | 100.0 | None | 1.0 | 391.0 | False | 0.988000 | 0.960667 | 0.922686 | 0.759524 | 0.000000 |
| c1_mean_injection_0.5 | weather | probe_standardized | 0.01 | lower | 1.0 | 288.0 | False | 0.911500 | 0.845832 | 0.785351 | 0.630239 | 0.000000 |
| c1_mean_injection_0.5 | weather | probe_unscaled | 10.0 | None | 1.0 | 558.0 | False | 0.871500 | 0.762991 | 0.794507 | 0.624657 | 0.000000 |
| c1_mean_injection_0.5 | scene | probe_standardized | 0.01 | lower | 1.0 | 585.0 | False | 0.876000 | 0.816428 | 0.769074 | 0.695197 | 0.000000 |
| c1_mean_injection_0.5 | scene | probe_unscaled | 1.0 | None | 1.0 | 210.0 | False | 0.804500 | 0.654986 | 0.767040 | 0.643897 | 0.000000 |
| c1_mean_injection_0.5 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 103.0 | False | 0.974500 | 0.916369 | 0.929807 | 0.764365 | 0.000000 |
| c1_mean_injection_0.5 | timeofday | probe_unscaled | 100.0 | None | 1.0 | 519.0 | False | 0.988000 | 0.960667 | 0.922686 | 0.759524 | 0.000000 |
| c1_mean_injection_0.75 | weather | probe_standardized | 0.01 | lower | 1.0 | 319.0 | False | 0.911500 | 0.845832 | 0.785351 | 0.630239 | 0.000000 |
| c1_mean_injection_0.75 | weather | probe_unscaled | 10.0 | None | 1.0 | 1521.0 | False | 0.871500 | 0.762991 | 0.794507 | 0.624657 | 0.000000 |
| c1_mean_injection_0.75 | scene | probe_standardized | 0.01 | lower | 1.0 | 629.0 | False | 0.876000 | 0.816428 | 0.769074 | 0.695197 | 0.000000 |
| c1_mean_injection_0.75 | scene | probe_unscaled | 1.0 | None | 1.0 | 559.0 | False | 0.804500 | 0.654986 | 0.767040 | 0.643897 | 0.000000 |
| c1_mean_injection_0.75 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 103.0 | False | 0.974500 | 0.916369 | 0.929807 | 0.764365 | 0.000000 |
| c1_mean_injection_0.75 | timeofday | probe_unscaled | 100.0 | None | 1.0 | 1215.0 | False | 0.988000 | 0.960667 | 0.922686 | 0.759524 | 0.000000 |
| c1_mean_injection_0.9 | weather | probe_standardized | 0.01 | lower | 1.0 | 288.0 | False | 0.911500 | 0.845832 | 0.785351 | 0.630239 | 0.000000 |
| c1_mean_injection_0.9 | weather | probe_unscaled | 10.0 | None | 1.0 | 4332.0 | False | 0.871500 | 0.762991 | 0.794507 | 0.624657 | 0.000000 |
| c1_mean_injection_0.9 | scene | probe_standardized | 0.01 | lower | 1.0 | 429.0 | False | 0.876000 | 0.816428 | 0.769074 | 0.695197 | 0.000000 |
| c1_mean_injection_0.9 | scene | probe_unscaled | 1.0 | None | 1.0 | 1319.0 | False | 0.804500 | 0.654986 | 0.767040 | 0.643897 | 0.000000 |
| c1_mean_injection_0.9 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 103.0 | False | 0.974500 | 0.916369 | 0.929807 | 0.764365 | 0.000000 |
| c1_mean_injection_0.9 | timeofday | probe_unscaled | 100.0 | None | 1.0 | 2790.0 | False | 0.988000 | 0.960667 | 0.922686 | 0.759524 | 0.000000 |
| c1_mean_injection_0.99 | weather | probe_standardized | 0.01 | lower | 1.0 | 326.0 | False | 0.911500 | 0.845832 | 0.785351 | 0.630239 | 0.000000 |
| c1_mean_injection_0.99 | weather | probe_unscaled | 10.0 | None | 0.0 | 5000.0 | True | 0.870000 | 0.762549 | 0.795524 | 0.625991 | 0.000000 |
| c1_mean_injection_0.99 | scene | probe_standardized | 0.01 | lower | 1.0 | 626.0 | False | 0.876000 | 0.816428 | 0.769074 | 0.695197 | 0.000000 |
| c1_mean_injection_0.99 | scene | probe_unscaled | 1.0 | None | 0.0 | 5000.0 | True | 0.804500 | 0.654986 | 0.767040 | 0.643897 | 0.000000 |
| c1_mean_injection_0.99 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 103.0 | False | 0.974500 | 0.916369 | 0.929807 | 0.764365 | 0.000000 |
| c1_mean_injection_0.99 | timeofday | probe_unscaled | 100.0 | None | 1.0 | 3897.0 | False | 0.988000 | 0.960667 | 0.922686 | 0.759524 | 0.000000 |
| c1_isotropic_noise_0 | weather | probe_standardized | 0.01 | lower | 1.0 | 286.0 | False | 0.911500 | 0.845832 | 0.785351 | 0.630239 | 0.000000 |
| c1_isotropic_noise_0 | weather | probe_unscaled | 10.0 | None | 1.0 | 389.0 | False | 0.871500 | 0.762991 | 0.794507 | 0.624657 | 0.000000 |
| c1_isotropic_noise_0 | scene | probe_standardized | 0.01 | lower | 1.0 | 581.0 | False | 0.876000 | 0.816428 | 0.769074 | 0.695197 | 0.000000 |
| c1_isotropic_noise_0 | scene | probe_unscaled | 1.0 | None | 1.0 | 139.0 | False | 0.804500 | 0.654986 | 0.767040 | 0.643897 | 0.000000 |
| c1_isotropic_noise_0 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 103.0 | False | 0.974500 | 0.916369 | 0.929807 | 0.764365 | 0.000000 |
| c1_isotropic_noise_0 | timeofday | probe_unscaled | 100.0 | None | 1.0 | 439.0 | False | 0.988000 | 0.960667 | 0.922686 | 0.759524 | 0.000000 |
| c1_isotropic_noise_0.25 | weather | probe_standardized | 0.01 | lower | 1.0 | 263.0 | False | 0.953000 | 0.915040 | 0.770092 | 0.599945 | 0.000000 |
| c1_isotropic_noise_0.25 | weather | probe_unscaled | 10.0 | None | 1.0 | 414.0 | False | 0.908000 | 0.832641 | 0.774161 | 0.584630 | 0.000000 |
| c1_isotropic_noise_0.25 | scene | probe_standardized | 0.01 | lower | 1.0 | 525.0 | False | 0.925500 | 0.891889 | 0.753815 | 0.679211 | 0.000000 |
| c1_isotropic_noise_0.25 | scene | probe_unscaled | 1.0 | None | 1.0 | 159.0 | False | 0.813500 | 0.666546 | 0.763988 | 0.634766 | 0.000000 |
| c1_isotropic_noise_0.25 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 77.0 | False | 0.986000 | 0.951509 | 0.928789 | 0.752506 | 0.000000 |
| c1_isotropic_noise_0.25 | timeofday | probe_unscaled | 10.0 | None | 1.0 | 191.0 | False | 0.970500 | 0.890386 | 0.932859 | 0.759025 | 0.000000 |
| c1_isotropic_noise_0.5 | weather | probe_standardized | 0.01 | lower | 1.0 | 128.0 | False | 0.952000 | 0.918824 | 0.650051 | 0.419309 | 0.000000 |
| c1_isotropic_noise_0.5 | weather | probe_unscaled | 1.0 | None | 1.0 | 172.0 | False | 0.819000 | 0.645161 | 0.672431 | 0.382261 | 0.000000 |
| c1_isotropic_noise_0.5 | scene | probe_standardized | 0.01 | lower | 1.0 | 195.0 | False | 0.929500 | 0.896911 | 0.709054 | 0.606056 | 0.000000 |
| c1_isotropic_noise_0.5 | scene | probe_unscaled | 1.0 | None | 1.0 | 126.0 | False | 0.850500 | 0.729465 | 0.730417 | 0.588271 | 0.000000 |
| c1_isotropic_noise_0.5 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 49.0 | False | 0.992500 | 0.973446 | 0.915565 | 0.716791 | 0.000000 |
| c1_isotropic_noise_0.5 | timeofday | probe_unscaled | 0.1 | None | 1.0 | 56.0 | False | 0.916000 | 0.658797 | 0.906409 | 0.653910 | 0.000000 |
| c1_isotropic_noise_0.75 | weather | probe_standardized | 0.01 | lower | 1.0 | 65.0 | False | 0.888500 | 0.809076 | 0.520855 | 0.252981 | 0.000000 |
| c1_isotropic_noise_0.75 | weather | probe_unscaled | 0.01 | lower | 1.0 | 31.0 | False | 0.586000 | 0.200000 | 0.595117 | 0.200000 | 0.000000 |
| c1_isotropic_noise_0.75 | scene | probe_standardized | 0.01 | lower | 1.0 | 128.0 | False | 0.875000 | 0.804794 | 0.590031 | 0.458272 | 0.000000 |
| c1_isotropic_noise_0.75 | scene | probe_unscaled | 0.1 | None | 1.0 | 69.0 | False | 0.752000 | 0.519631 | 0.624619 | 0.423153 | 0.000000 |
| c1_isotropic_noise_0.75 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 30.0 | False | 0.957000 | 0.890178 | 0.769074 | 0.570106 | 0.000000 |
| c1_isotropic_noise_0.75 | timeofday | probe_unscaled | 0.01 | lower | 1.0 | 20.0 | False | 0.839500 | 0.602750 | 0.789420 | 0.567198 | 0.000000 |
| c1_isotropic_noise_0.9 | weather | probe_standardized | 0.01 | lower | 1.0 | 58.0 | False | 0.824000 | 0.686482 | 0.474059 | 0.211973 | 0.000000 |
| c1_isotropic_noise_0.9 | weather | probe_unscaled | 0.01 | lower | 1.0 | 31.0 | False | 0.601000 | 0.220562 | 0.586979 | 0.199248 | 0.000000 |
| c1_isotropic_noise_0.9 | scene | probe_standardized | 0.01 | lower | 1.0 | 97.0 | False | 0.827500 | 0.723925 | 0.514751 | 0.370947 | 0.000000 |
| c1_isotropic_noise_0.9 | scene | probe_unscaled | 0.01 | lower | 1.0 | 48.0 | False | 0.690000 | 0.424614 | 0.579858 | 0.351591 | 0.000000 |
| c1_isotropic_noise_0.9 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 38.0 | False | 0.824000 | 0.757703 | 0.528993 | 0.385638 | 0.000000 |
| c1_isotropic_noise_0.9 | timeofday | probe_unscaled | 0.01 | lower | 1.0 | 22.0 | False | 0.749000 | 0.538185 | 0.576806 | 0.414298 | 0.000000 |
| c1_isotropic_noise_0.99 | weather | probe_standardized | 0.01 | lower | 1.0 | 57.0 | False | 0.812500 | 0.669869 | 0.453713 | 0.188484 | 0.000000 |
| c1_isotropic_noise_0.99 | weather | probe_unscaled | 0.1 | None | 1.0 | 1135.0 | False | 1.000000 | 1.000000 | 0.332655 | 0.197116 | 0.000000 |
| c1_isotropic_noise_0.99 | scene | probe_standardized | 0.01 | lower | 1.0 | 112.0 | False | 0.813000 | 0.698770 | 0.496439 | 0.348900 | 0.000000 |
| c1_isotropic_noise_0.99 | scene | probe_unscaled | 0.01 | lower | 1.0 | 1781.0 | False | 0.882000 | 0.869834 | 0.456765 | 0.367409 | 0.000000 |
| c1_isotropic_noise_0.99 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 38.0 | False | 0.771000 | 0.717757 | 0.443540 | 0.322911 | 0.000000 |
| c1_isotropic_noise_0.99 | timeofday | probe_unscaled | 0.01 | lower | 1.0 | 236.0 | False | 0.813000 | 0.865243 | 0.424212 | 0.324510 | 0.000000 |
| c1_mean_interpolation_0 | weather | probe_standardized | 0.01 | lower | 1.0 | 286.0 | False | 0.911500 | 0.845832 | 0.785351 | 0.630239 | 0.000000 |
| c1_mean_interpolation_0 | weather | probe_unscaled | 10.0 | None | 1.0 | 389.0 | False | 0.871500 | 0.762991 | 0.794507 | 0.624657 | 0.000000 |
| c1_mean_interpolation_0 | scene | probe_standardized | 0.01 | lower | 1.0 | 581.0 | False | 0.876000 | 0.816428 | 0.769074 | 0.695197 | 0.000000 |
| c1_mean_interpolation_0 | scene | probe_unscaled | 1.0 | None | 1.0 | 139.0 | False | 0.804500 | 0.654986 | 0.767040 | 0.643897 | 0.000000 |
| c1_mean_interpolation_0 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 103.0 | False | 0.974500 | 0.916369 | 0.929807 | 0.764365 | 0.000000 |
| c1_mean_interpolation_0 | timeofday | probe_unscaled | 100.0 | None | 1.0 | 439.0 | False | 0.988000 | 0.960667 | 0.922686 | 0.759524 | 0.000000 |
| c1_mean_interpolation_0.25 | weather | probe_standardized | 0.01 | lower | 1.0 | 332.0 | False | 0.911500 | 0.845832 | 0.785351 | 0.630239 | 0.000000 |
| c1_mean_interpolation_0.25 | weather | probe_unscaled | 10.0 | None | 1.0 | 411.0 | False | 0.846500 | 0.715377 | 0.792472 | 0.606129 | 0.000000 |
| c1_mean_interpolation_0.25 | scene | probe_standardized | 0.01 | lower | 1.0 | 652.0 | False | 0.876000 | 0.816428 | 0.769074 | 0.695197 | 0.000000 |
| c1_mean_interpolation_0.25 | scene | probe_unscaled | 10.0 | None | 1.0 | 351.0 | False | 0.832000 | 0.730116 | 0.779247 | 0.692050 | 0.000000 |
| c1_mean_interpolation_0.25 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 103.0 | False | 0.974500 | 0.916369 | 0.929807 | 0.764365 | 0.000000 |
| c1_mean_interpolation_0.25 | timeofday | probe_unscaled | 100.0 | None | 1.0 | 420.0 | False | 0.982000 | 0.937116 | 0.924720 | 0.757155 | 0.000000 |
| c1_mean_interpolation_0.5 | weather | probe_standardized | 0.01 | lower | 1.0 | 289.0 | False | 0.911500 | 0.845832 | 0.785351 | 0.630239 | 0.000000 |
| c1_mean_interpolation_0.5 | weather | probe_unscaled | 100.0 | None | 1.0 | 1019.0 | False | 0.907000 | 0.837829 | 0.787386 | 0.634862 | 0.000000 |
| c1_mean_interpolation_0.5 | scene | probe_standardized | 0.01 | lower | 1.0 | 628.0 | False | 0.876000 | 0.816428 | 0.769074 | 0.695197 | 0.000000 |
| c1_mean_interpolation_0.5 | scene | probe_unscaled | 10.0 | None | 1.0 | 327.0 | False | 0.819000 | 0.697095 | 0.773143 | 0.669032 | 0.000000 |
| c1_mean_interpolation_0.5 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 103.0 | False | 0.974500 | 0.916369 | 0.929807 | 0.764365 | 0.000000 |
| c1_mean_interpolation_0.5 | timeofday | probe_unscaled | 100.0 | None | 1.0 | 479.0 | False | 0.970500 | 0.900040 | 0.931841 | 0.765839 | 0.000000 |
| c1_mean_interpolation_0.75 | weather | probe_standardized | 0.01 | lower | 1.0 | 336.0 | False | 0.911500 | 0.845832 | 0.785351 | 0.630239 | 0.000000 |
| c1_mean_interpolation_0.75 | weather | probe_unscaled | 100.0 | None | 1.0 | 1038.0 | False | 0.853000 | 0.727470 | 0.792472 | 0.608257 | 0.000000 |
| c1_mean_interpolation_0.75 | scene | probe_standardized | 0.01 | lower | 1.0 | 527.0 | False | 0.876000 | 0.816428 | 0.769074 | 0.695197 | 0.000000 |
| c1_mean_interpolation_0.75 | scene | probe_unscaled | 10.0 | None | 1.0 | 367.0 | False | 0.793000 | 0.618856 | 0.757884 | 0.618524 | 0.000000 |
| c1_mean_interpolation_0.75 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 103.0 | False | 0.974500 | 0.916369 | 0.929807 | 0.764365 | 0.000000 |
| c1_mean_interpolation_0.75 | timeofday | probe_unscaled | 1000.0 | None | 1.0 | 975.0 | False | 0.983500 | 0.942029 | 0.923703 | 0.756463 | 0.000000 |
| c1_mean_interpolation_0.9 | weather | probe_standardized | 0.01 | lower | 1.0 | 284.0 | False | 0.911500 | 0.845832 | 0.785351 | 0.630239 | 0.000000 |
| c1_mean_interpolation_0.9 | weather | probe_unscaled | 1000.0 | None | 1.0 | 2191.0 | False | 0.871500 | 0.762991 | 0.794507 | 0.624657 | 0.000000 |
| c1_mean_interpolation_0.9 | scene | probe_standardized | 0.01 | lower | 1.0 | 591.0 | False | 0.876000 | 0.816428 | 0.769074 | 0.695197 | 0.000000 |
| c1_mean_interpolation_0.9 | scene | probe_unscaled | 100.0 | None | 1.0 | 786.0 | False | 0.804500 | 0.654986 | 0.767040 | 0.643897 | 0.000000 |
| c1_mean_interpolation_0.9 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 103.0 | False | 0.974500 | 0.916369 | 0.929807 | 0.764365 | 0.000000 |
| c1_mean_interpolation_0.9 | timeofday | probe_unscaled | 10000.0 | None | 1.0 | 1687.0 | False | 0.988000 | 0.960667 | 0.922686 | 0.759524 | 0.000000 |
| c1_mean_interpolation_0.99 | weather | probe_standardized | 0.01 | lower | 1.0 | 342.0 | False | 0.911500 | 0.845832 | 0.785351 | 0.630239 | 0.000000 |
| c1_mean_interpolation_0.99 | weather | probe_unscaled | 100000.0 | None | 0.0 | 5000.0 | True | 0.871000 | 0.762343 | 0.793489 | 0.622157 | 0.000000 |
| c1_mean_interpolation_0.99 | scene | probe_standardized | 0.01 | lower | 1.0 | 834.0 | False | 0.876000 | 0.816428 | 0.769074 | 0.695197 | 0.000000 |
| c1_mean_interpolation_0.99 | scene | probe_unscaled | 10000.0 | None | 1.0 | 2215.0 | False | 0.804500 | 0.654986 | 0.767040 | 0.643897 | 0.000000 |
| c1_mean_interpolation_0.99 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 103.0 | False | 0.974500 | 0.916369 | 0.929807 | 0.764365 | 0.000000 |
| c1_mean_interpolation_0.99 | timeofday | probe_unscaled | 1000000.0 | upper | 1.0 | 3275.0 | False | 0.988000 | 0.960667 | 0.922686 | 0.759524 | 0.000000 |
| c2_native_768 | weather | probe_standardized | 0.01 | lower | 1.0 | 286.0 | False | 0.911500 | 0.845832 | 0.785351 | 0.630239 | 0.000000 |
| c2_native_768 | scene | probe_standardized | 0.01 | lower | 1.0 | 581.0 | False | 0.876000 | 0.816428 | 0.769074 | 0.695197 | 0.000000 |
| c2_native_768 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 103.0 | False | 0.974500 | 0.916369 | 0.929807 | 0.764365 | 0.000000 |
| c2_mrl_512 | weather | probe_standardized | 0.01 | lower | 1.0 | 226.0 | False | 0.898500 | 0.821412 | 0.790437 | 0.628169 | 0.000000 |
| c2_mrl_512 | scene | probe_standardized | 0.01 | lower | 1.0 | 345.0 | False | 0.861000 | 0.787467 | 0.780264 | 0.705570 | 0.000000 |
| c2_mrl_512 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 73.0 | False | 0.965500 | 0.873337 | 0.933876 | 0.767313 | 0.000000 |
| c2_pca_512 | weather | probe_standardized | 0.01 | lower | 1.0 | 41.0 | False | 0.930000 | 0.868298 | 0.741607 | 0.553562 | 0.000000 |
| c2_pca_512 | scene | probe_standardized | 0.01 | lower | 1.0 | 57.0 | False | 0.890500 | 0.822049 | 0.748728 | 0.658922 | 0.000000 |
| c2_pca_512 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 20.0 | False | 0.980000 | 0.924086 | 0.926755 | 0.751032 | 0.000000 |
| c2_mrl_256 | weather | probe_standardized | 0.01 | lower | 1.0 | 173.0 | False | 0.847000 | 0.722690 | 0.781282 | 0.610656 | 0.000000 |
| c2_mrl_256 | scene | probe_standardized | 0.01 | lower | 1.0 | 318.0 | False | 0.839000 | 0.745241 | 0.782299 | 0.697964 | 0.000000 |
| c2_mrl_256 | timeofday | probe_standardized | 0.1 | None | 1.0 | 95.0 | False | 0.974000 | 0.910266 | 0.916582 | 0.770296 | 0.000000 |
| c2_pca_256 | weather | probe_standardized | 0.01 | lower | 1.0 | 34.0 | False | 0.859500 | 0.734591 | 0.773143 | 0.588547 | 0.000000 |
| c2_pca_256 | scene | probe_standardized | 0.01 | lower | 1.0 | 57.0 | False | 0.841500 | 0.735168 | 0.756867 | 0.662672 | 0.000000 |
| c2_pca_256 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 18.0 | False | 0.963500 | 0.864154 | 0.931841 | 0.754581 | 0.000000 |
| c2_mrl_128 | weather | probe_standardized | 0.01 | lower | 1.0 | 96.0 | False | 0.780500 | 0.615809 | 0.754832 | 0.549085 | 0.000000 |
| c2_mrl_128 | scene | probe_standardized | 0.01 | lower | 1.0 | 145.0 | False | 0.815500 | 0.699729 | 0.763988 | 0.666983 | 0.000000 |
| c2_mrl_128 | timeofday | probe_standardized | 0.01 | lower | 1.0 | 39.0 | False | 0.942000 | 0.775685 | 0.929807 | 0.741939 | 0.000000 |
| c2_pca_128 | weather | probe_standardized | 0.1 | None | 1.0 | 77.0 | False | 0.841500 | 0.732752 | 0.782299 | 0.623574 | 0.000000 |
| c2_pca_128 | scene | probe_standardized | 0.01 | lower | 1.0 | 44.0 | False | 0.813000 | 0.689434 | 0.778230 | 0.683718 | 0.000000 |
| c2_pca_128 | timeofday | probe_standardized | 0.1 | None | 1.0 | 35.0 | False | 0.960000 | 0.863685 | 0.927772 | 0.781747 | 0.000000 |