snow-rl-baseline / code /snow_rl /calibration.json
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{
"provenance": {
"contract": "real",
"everest_run": "/Users/amanchaturvedi/Downloads/hackathon-everest/artifacts/hackathon",
"split": "GroupShuffleSplit(test_size=0.2, random_state=7) on field_ids",
"test_rows": 1600,
"note": "Constants are MEASURED from held-out residuals, not read from metrics.json."
},
"channels": {
"depth": {
"target": "support_layer_depth_m",
"shrink_slope": 0.08854282674070772,
"shrink_intercept": 0.08367703523569511,
"conditional_sigma": 0.00784073951312608,
"marginal_resid_sigma": 0.0416409053872364,
"mae": 0.035019387256862516,
"r2_vs_truth": 0.1355680636724127,
"corr_pred_true": 0.4519807230548613,
"true_range": [
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0.17676305744572784
],
"pred_range": [
0.06730125392331358,
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],
"uncertainty_mean": 0.030424692156076887,
"uncertainty_resid_corr": 0.25437599300399794
},
"support": {
"target": "bearing_capacity_n",
"shrink_slope": 0.6772492933870116,
"shrink_intercept": 137.81937896148395,
"conditional_sigma": 64.93905272666383,
"marginal_resid_sigma": 82.45561404004324,
"mae": 59.74705128101421,
"r2_vs_truth": 0.7255447220502179,
"corr_pred_true": 0.8540607461396588,
"true_range": [
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880.3585953481258
],
"pred_range": [
189.41465859249143,
788.0136972421395
],
"uncertainty_mean": 55.51994624919691,
"uncertainty_resid_corr": 0.3209774791717529
},
"shear": {
"target": "shear_capacity_n",
"shrink_slope": 0.23478379666994506,
"shrink_intercept": 192.1063445468627,
"conditional_sigma": 47.51853968681443,
"marginal_resid_sigma": 91.9561149437472,
"mae": 72.53066017645426,
"r2_vs_truth": 0.1984349262787133,
"corr_pred_true": 0.45314257839361916,
"true_range": [
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560.0
],
"pred_range": [
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],
"uncertainty_mean": 60.11549987266592,
"uncertainty_resid_corr": 0.26640042846599105
}
},
"residual_correlation_depth_support": -0.1853780135197073,
"false_safe": {
"unsafe_threshold_n": 343.0,
"truly_unsafe_fraction": 0.373125,
"rate_conservative_lower_bound": 0.021775544388609715,
"rate_point_estimate": 0.36683417085427134
},
"void": {
"base_rate": 0.128125,
"recall": 1.0,
"precision": 1.0,
"false_positive_rate": 0.0
}
}