Download model/reference_stats.json from HarryDataScience/sentinel-fraud-detection: direct link, hf CLI and curl.
- Browser
- Download file 6.88 kB
-
https://huggingface.co/spaces/HarryDataScience/sentinel-fraud-detection/resolve/main/model/reference_stats.json
- Command line
-
hf download hf://spaces/HarryDataScience/sentinel-fraud-detection/model/reference_stats.json
-
curl -L -o reference_stats.json https://huggingface.co/spaces/HarryDataScience/sentinel-fraud-detection/resolve/main/model/reference_stats.json
6.88 kB
| { | |
| "feature_stats": { | |
| "V1": { | |
| "mean": -0.16985112389082171, | |
| "std": 1.8505317451473924 | |
| }, | |
| "V2": { | |
| "mean": 0.04076294880030174, | |
| "std": 1.6108724057026984 | |
| }, | |
| "V3": { | |
| "mean": 0.49302906593299517, | |
| "std": 1.3832404549755706 | |
| }, | |
| "V4": { | |
| "mean": 0.1174269099204128, | |
| "std": 1.371906128977706 | |
| }, | |
| "V5": { | |
| "mean": -0.17609392934134277, | |
| "std": 1.3386087246163219 | |
| }, | |
| "V6": { | |
| "mean": 0.05822275579193713, | |
| "std": 1.2951287163657657 | |
| }, | |
| "V7": { | |
| "mean": -0.08066507553755208, | |
| "std": 1.208515189038059 | |
| }, | |
| "V8": { | |
| "mean": 0.032225902328519865, | |
| "std": 1.2276263276134518 | |
| }, | |
| "V9": { | |
| "mean": 0.018873423534429522, | |
| "std": 1.1522944494832963 | |
| }, | |
| "V10": { | |
| "mean": -0.029858006421115475, | |
| "std": 1.0968669226759806 | |
| }, | |
| "V11": { | |
| "mean": 0.19292301528925704, | |
| "std": 1.0471309796731898 | |
| }, | |
| "V12": { | |
| "mean": -0.09756721182610377, | |
| "std": 1.1430282762745807 | |
| }, | |
| "V13": { | |
| "mean": 0.06494457331078515, | |
| "std": 1.0484007621653384 | |
| }, | |
| "V14": { | |
| "mean": 0.08216699907757487, | |
| "std": 0.9783140565229778 | |
| }, | |
| "V15": { | |
| "mean": 0.13312149033030038, | |
| "std": 0.9505305204013241 | |
| }, | |
| "V16": { | |
| "mean": -0.007648051571339502, | |
| "std": 0.8829887915541673 | |
| }, | |
| "V17": { | |
| "mean": 0.0419339913168154, | |
| "std": 0.9129603355351291 | |
| }, | |
| "V18": { | |
| "mean": -0.050947863739716694, | |
| "std": 0.8348917720131356 | |
| }, | |
| "V19": { | |
| "mean": -0.019292740828790202, | |
| "std": 0.8126387839664776 | |
| }, | |
| "V20": { | |
| "mean": 0.030947637611793713, | |
| "std": 0.7258334630253709 | |
| }, | |
| "V21": { | |
| "mean": -0.028287059527710105, | |
| "std": 0.7437112396872094 | |
| }, | |
| "V22": { | |
| "mean": -0.08374322543180938, | |
| "std": 0.6673161047803393 | |
| }, | |
| "V23": { | |
| "mean": -0.02245763198067185, | |
| "std": 0.5845137977660071 | |
| }, | |
| "V24": { | |
| "mean": 0.00900854591754168, | |
| "std": 0.5987586224348553 | |
| }, | |
| "V25": { | |
| "mean": 0.09227439660040017, | |
| "std": 0.46550891296667235 | |
| }, | |
| "V26": { | |
| "mean": 0.01261049743074138, | |
| "std": 0.49066875142948313 | |
| }, | |
| "V27": { | |
| "mean": 0.002093776796221252, | |
| "std": 0.3919501930689887 | |
| }, | |
| "V28": { | |
| "mean": 0.002441300574922016, | |
| "std": 0.3073181481351826 | |
| }, | |
| "log_amount": { | |
| "mean": 3.1422941702054623, | |
| "std": 1.6562736925939905 | |
| }, | |
| "hour_sin": { | |
| "mean": -0.12421197158293415, | |
| "std": 0.6755275345421252 | |
| }, | |
| "hour_cos": { | |
| "mean": -0.08630074620579371, | |
| "std": 0.7216590853585395 | |
| } | |
| }, | |
| "psi_features": { | |
| "Amount": { | |
| "edges": [ | |
| null, | |
| 1.0, | |
| 3.5159999999999854, | |
| 8.73, | |
| 12.99, | |
| 21.895, | |
| 36.79, | |
| 59.46, | |
| 99.99, | |
| 200.0, | |
| null | |
| ], | |
| "proportions": [ | |
| 0.05717328714215491, | |
| 0.14282788324243345, | |
| 0.09990988038669507, | |
| 0.09788511504880504, | |
| 0.10220383417991152, | |
| 0.0999566957702301, | |
| 0.10000351115376513, | |
| 0.09906720348306454, | |
| 0.09966995154607804, | |
| 0.1013026380468622 | |
| ] | |
| }, | |
| "V4": { | |
| "edges": [ | |
| null, | |
| -1.5692203021838, | |
| -0.9623694485543183, | |
| -0.5674271594264854, | |
| -0.17437717271810743, | |
| 0.124295969701782, | |
| 0.45172490875466936, | |
| 0.7421926367499183, | |
| 1.127324012838102, | |
| 1.5785974272659995, | |
| null | |
| ], | |
| "proportions": [ | |
| 0.10000351115376513, | |
| 0.09999765923082325, | |
| 0.09999765923082325, | |
| 0.10000351115376513, | |
| 0.09999765923082325, | |
| 0.09999765923082325, | |
| 0.10000351115376513, | |
| 0.09999765923082325, | |
| 0.09999765923082325, | |
| 0.10000351115376513 | |
| ] | |
| }, | |
| "V14": { | |
| "edges": [ | |
| null, | |
| -0.8397546242667014, | |
| -0.44981934294190584, | |
| -0.24070322533818278, | |
| -0.06653587223847793, | |
| 0.09302270652692204, | |
| 0.25103797851614024, | |
| 0.425500485392321, | |
| 0.6511197482707473, | |
| 1.12992916692955, | |
| null | |
| ], | |
| "proportions": [ | |
| 0.10000351115376513, | |
| 0.09999765923082325, | |
| 0.09999765923082325, | |
| 0.10000351115376513, | |
| 0.09999765923082325, | |
| 0.09999765923082325, | |
| 0.0998981765408113, | |
| 0.10010299384377706, | |
| 0.09999765923082325, | |
| 0.10000351115376513 | |
| ] | |
| }, | |
| "V12": { | |
| "edges": [ | |
| null, | |
| -1.7074180598506201, | |
| -0.7298265074527176, | |
| -0.3438078362655745, | |
| -0.0924908776236789, | |
| 0.110889025081606, | |
| 0.3089112067832113, | |
| 0.511158537099799, | |
| 0.7331157336282998, | |
| 1.029619294556478, | |
| null | |
| ], | |
| "proportions": [ | |
| 0.10000351115376513, | |
| 0.09999765923082325, | |
| 0.09999765923082325, | |
| 0.09999765923082325, | |
| 0.10000351115376513, | |
| 0.09999765923082325, | |
| 0.10000351115376513, | |
| 0.09999765923082325, | |
| 0.09999765923082325, | |
| 0.10000351115376513 | |
| ] | |
| }, | |
| "V10": { | |
| "edges": [ | |
| null, | |
| -1.015639738470525, | |
| -0.6334134871533537, | |
| -0.41456908485103905, | |
| -0.25330983427502785, | |
| -0.11143710044083849, | |
| 0.0201142279475989, | |
| 0.2205281499839129, | |
| 0.5869097640255527, | |
| 0.9718521852264652, | |
| null | |
| ], | |
| "proportions": [ | |
| 0.10000351115376513, | |
| 0.09999765923082325, | |
| 0.09999765923082325, | |
| 0.10000351115376513, | |
| 0.09999765923082325, | |
| 0.09999765923082325, | |
| 0.10000351115376513, | |
| 0.09999765923082325, | |
| 0.09999765923082325, | |
| 0.10000351115376513 | |
| ] | |
| }, | |
| "V11": { | |
| "edges": [ | |
| null, | |
| -1.115076581394545, | |
| -0.7193409669691483, | |
| -0.42692254330267165, | |
| -0.160412378488017, | |
| 0.1199779745577635, | |
| 0.4619132499545254, | |
| 0.826975342066822, | |
| 1.1620673368836998, | |
| 1.521325257910804, | |
| null | |
| ], | |
| "proportions": [ | |
| 0.10000351115376513, | |
| 0.09999765923082325, | |
| 0.09999765923082325, | |
| 0.09997425153905573, | |
| 0.10002691884553264, | |
| 0.09999765923082325, | |
| 0.10000351115376513, | |
| 0.09999765923082325, | |
| 0.09999765923082325, | |
| 0.10000351115376513 | |
| ] | |
| } | |
| }, | |
| "n_reference_rows": 170884 | |
| } |