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Browse files- .gitattributes +1 -0
- artifacts/drift_reference.joblib +3 -0
- artifacts/feature_names.json +1 -0
- artifacts/logistic_baseline.joblib +3 -0
- artifacts/metrics.json +14 -0
- artifacts/preprocessor.joblib +3 -0
- artifacts/shap_summary.png +3 -0
- artifacts/shap_values.joblib +3 -0
- artifacts/xgb_final.joblib +3 -0
.gitattributes
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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artifacts/shap_summary.png filter=lfs diff=lfs merge=lfs -text
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artifacts/drift_reference.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:aec68a921f9e299a214fc771febbc9b71cae414484b79d92c8ce54118a1d6291
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size 1576
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artifacts/feature_names.json
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["ANOMALY.LEVEL", "DEMAND.LOSS.MW", "RES.PRICE", "COM.PRICE", "IND.PRICE", "TOTAL.PRICE", "TOTAL.SALES", "TOTAL.CUSTOMERS", "PC.REALGSP.STATE", "PC.REALGSP.REL", "PC.REALGSP.CHANGE", "UTIL.REALGSP", "UTIL.CONTRI", "POPULATION", "POPPCT_URBAN", "POPDEN_URBAN", "POPDEN_RURAL", "AREAPCT_URBAN", "PCT_LAND", "PCT_WATER_TOT", "demand_per_1k_cust", "res_sales_share", "price_spread_res_ind", "urban_rural_density_ratio", "CLIMATE.REGION_Central", "CLIMATE.REGION_East North Central", "CLIMATE.REGION_MISSING", "CLIMATE.REGION_Northeast", "CLIMATE.REGION_Northwest", "CLIMATE.REGION_South", "CLIMATE.REGION_Southeast", "CLIMATE.REGION_Southwest", "CLIMATE.REGION_West", "CLIMATE.REGION_West North Central", "CLIMATE.CATEGORY_MISSING", "CLIMATE.CATEGORY_cold", "CLIMATE.CATEGORY_normal", "CLIMATE.CATEGORY_warm", "CAUSE.CATEGORY_equipment failure", "CAUSE.CATEGORY_fuel supply emergency", "CAUSE.CATEGORY_intentional attack", "CAUSE.CATEGORY_islanding", "CAUSE.CATEGORY_public appeal", "CAUSE.CATEGORY_severe weather", "CAUSE.CATEGORY_system operability disruption", "NERC.REGION_ASCC", "NERC.REGION_ECAR", "NERC.REGION_FRCC", "NERC.REGION_FRCC, SERC", "NERC.REGION_HECO", "NERC.REGION_HI", "NERC.REGION_MRO", "NERC.REGION_NPCC", "NERC.REGION_PR", "NERC.REGION_RFC", "NERC.REGION_SERC", "NERC.REGION_SPP", "NERC.REGION_TRE", "NERC.REGION_WECC", "MONTH_1", "MONTH_10", "MONTH_11", "MONTH_12", "MONTH_2", "MONTH_3", "MONTH_4", "MONTH_5", "MONTH_6", "MONTH_7", "MONTH_8", "MONTH_9", "MONTH_MISSING", "season_MISSING", "season_fall", "season_spring", "season_summer", "season_winter"]
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artifacts/logistic_baseline.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:ae7a06864b131c2ca78d967ff361e1c37f9ac53fc4808e8172929a602feb8209
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size 1487
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artifacts/metrics.json
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{
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"baseline": {
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"roc_auc": 0.7756,
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"pr_auc": 0.3129,
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"brier": 0.1702,
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"cv_roc_auc": 0.776
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},
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"xgboost": {
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"roc_auc": 0.8073,
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"pr_auc": 0.3902,
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"brier": 0.1164,
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"cv_roc_auc": 0.7948
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}
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}
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artifacts/preprocessor.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:df7410b533a1f65b815bfc910c4981595a7de9493ea3c7bd536b5ebb5a69edca
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size 6949
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artifacts/shap_summary.png
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Git LFS Details
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artifacts/shap_values.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:992eb7996525a94da3f54005071310ebb48858f2193d2a98d8f122196fcbcbad
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size 565272
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artifacts/xgb_final.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:f0b234875ce27c495b7f747b98099504b9a9a76c0f55bed0f43df320f27c02e6
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size 694697
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