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Runtime error
Runtime error
Aryan Singh
Improve mule classifier: native-NaN + missingness (CV PR-AUC 0.88->0.91, recall 13->15/16)
67eae2d | { | |
| "n_flagged": 81, | |
| "total_mules": 81, | |
| "n_rings": 6, | |
| "mules_in_rings": 77, | |
| "largest_ring": 23, | |
| "rings": [ | |
| { | |
| "ring_id": 1, | |
| "size": 23, | |
| "mean_risk": 97.2, | |
| "max_risk": 99.0, | |
| "actual_mules": 23, | |
| "members": [ | |
| "ACC-009002", | |
| "ACC-009003", | |
| "ACC-009004", | |
| "ACC-009006", | |
| "ACC-009015", | |
| "ACC-009023", | |
| "ACC-009024", | |
| "ACC-009028", | |
| "ACC-009034", | |
| "ACC-009035", | |
| "ACC-009036", | |
| "ACC-009042", | |
| "ACC-009049", | |
| "ACC-009051", | |
| "ACC-009054", | |
| "ACC-009055", | |
| "ACC-009060", | |
| "ACC-009064", | |
| "ACC-009065", | |
| "ACC-009073", | |
| "ACC-009074", | |
| "ACC-009075", | |
| "ACC-009079" | |
| ] | |
| }, | |
| { | |
| "ring_id": 2, | |
| "size": 17, | |
| "mean_risk": 85.3, | |
| "max_risk": 99.0, | |
| "actual_mules": 16, | |
| "members": [ | |
| "ACC-000285", | |
| "ACC-009007", | |
| "ACC-009010", | |
| "ACC-009026", | |
| "ACC-009027", | |
| "ACC-009029", | |
| "ACC-009030", | |
| "ACC-009031", | |
| "ACC-009043", | |
| "ACC-009057", | |
| "ACC-009066", | |
| "ACC-009067", | |
| "ACC-009069", | |
| "ACC-009077", | |
| "ACC-009078", | |
| "ACC-009080", | |
| "ACC-009081" | |
| ] | |
| }, | |
| { | |
| "ring_id": 3, | |
| "size": 13, | |
| "mean_risk": 97.8, | |
| "max_risk": 99.0, | |
| "actual_mules": 13, | |
| "members": [ | |
| "ACC-009008", | |
| "ACC-009011", | |
| "ACC-009013", | |
| "ACC-009020", | |
| "ACC-009032", | |
| "ACC-009037", | |
| "ACC-009041", | |
| "ACC-009044", | |
| "ACC-009045", | |
| "ACC-009046", | |
| "ACC-009047", | |
| "ACC-009050", | |
| "ACC-009056" | |
| ] | |
| }, | |
| { | |
| "ring_id": 4, | |
| "size": 9, | |
| "mean_risk": 98.6, | |
| "max_risk": 99.0, | |
| "actual_mules": 9, | |
| "members": [ | |
| "ACC-009009", | |
| "ACC-009014", | |
| "ACC-009016", | |
| "ACC-009019", | |
| "ACC-009022", | |
| "ACC-009038", | |
| "ACC-009048", | |
| "ACC-009058", | |
| "ACC-009070" | |
| ] | |
| }, | |
| { | |
| "ring_id": 5, | |
| "size": 9, | |
| "mean_risk": 98.0, | |
| "max_risk": 99.0, | |
| "actual_mules": 9, | |
| "members": [ | |
| "ACC-009005", | |
| "ACC-009017", | |
| "ACC-009021", | |
| "ACC-009025", | |
| "ACC-009033", | |
| "ACC-009040", | |
| "ACC-009052", | |
| "ACC-009061", | |
| "ACC-009071" | |
| ] | |
| }, | |
| { | |
| "ring_id": 6, | |
| "size": 7, | |
| "mean_risk": 93.7, | |
| "max_risk": 99.0, | |
| "actual_mules": 7, | |
| "members": [ | |
| "ACC-009001", | |
| "ACC-009018", | |
| "ACC-009053", | |
| "ACC-009059", | |
| "ACC-009068", | |
| "ACC-009072", | |
| "ACC-009076" | |
| ] | |
| } | |
| ] | |
| } |