ml_testing_report.json - master - lenaulun/testing_ml

ml_testing_report.json
99 строк5 KB
Елена Улунцева
init
20 дек 2025, 10:55
20 дек 2025, 10:557e48083
{
  "timestamp": "2025-12-20T10:53:41.176019",
  "total_tests": 13,
  "passed_tests": 13,
  "success_rate": 100.0,
  "test_details": [
    {
      "test_name": "DATA_COMPLETENESS",
      "description": "\u041f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u043e\u0431\u044f\u0437\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u043a\u043e\u043b\u043e\u043d\u043e\u043a",
      "success": true,
      "details": null,
      "timestamp": "2025-12-20T10:53:40.769621"
    },
    {
      "test_name": "MISSING_VALUES",
      "description": "\u041f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u043f\u0440\u043e\u043f\u0443\u0449\u0435\u043d\u043d\u044b\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439",
      "success": true,
      "details": null,
      "timestamp": "2025-12-20T10:53:40.770153"
    },
    {
      "test_name": "OUTLIERS",
      "description": "\u041f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u0432\u044b\u0431\u0440\u043e\u0441\u043e\u0432",
      "success": true,
      "details": null,
      "timestamp": "2025-12-20T10:53:40.778176"
    },
    {
      "test_name": "TARGET_DISTRIBUTION",
      "description": "\u041f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f \u0446\u0435\u043b\u0435\u0432\u043e\u0439 \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0439",
      "success": true,
      "details": "\u0420\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435: {0: 0.522, 1: 0.478}",
      "timestamp": "2025-12-20T10:53:40.778992"
    },
    {
      "test_name": "MODEL_ACCURACY",
      "description": "\u041f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u0438 \u043c\u043e\u0434\u0435\u043b\u0438",
      "success": true,
      "details": "Accuracy: 0.800",
      "timestamp": "2025-12-20T10:53:40.781662"
    },
    {
      "test_name": "MODEL_PRECISION",
      "description": "\u041f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 precision \u043c\u043e\u0434\u0435\u043b\u0438",
      "success": true,
      "details": "Precision: 0.811",
      "timestamp": "2025-12-20T10:53:40.781678"
    },
    {
      "test_name": "MODEL_RECALL",
      "description": "\u041f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 recall \u043c\u043e\u0434\u0435\u043b\u0438",
      "success": true,
      "details": "Recall: 0.760",
      "timestamp": "2025-12-20T10:53:40.781684"
    },
    {
      "test_name": "MODEL_F1",
      "description": "\u041f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 F1-score \u043c\u043e\u0434\u0435\u043b\u0438",
      "success": true,
      "details": "F1-score: 0.785",
      "timestamp": "2025-12-20T10:53:40.781689"
    },
    {
      "test_name": "MODEL_FAIRNESS_AGE",
      "description": "\u041f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u0441\u043f\u0440\u0430\u0432\u0435\u0434\u043b\u0438\u0432\u043e\u0441\u0442\u0438 \u043f\u043e \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u0443",
      "success": true,
      "details": "\u0420\u0430\u0437\u043d\u0438\u0446\u0430 \u0432 \u043f\u0440\u0435\u0434\u0441\u043a\u0430\u0437\u0430\u043d\u0438\u044f\u0445: 0.091",
      "timestamp": "2025-12-20T10:53:40.784489"
    },
    {
      "test_name": "API_HEALTH",
      "description": "\u041f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 health check API",
      "success": true,
      "details": null,
      "timestamp": "2025-12-20T10:53:40.793272"
    },
    {
      "test_name": "API_PREDICTION",
      "description": "\u041f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u043f\u0440\u0435\u0434\u0441\u043a\u0430\u0437\u0430\u043d\u0438\u044f \u0447\u0435\u0440\u0435\u0437 API",
      "success": true,
      "details": "\u041f\u0440\u0435\u0434\u0441\u043a\u0430\u0437\u0430\u043d\u0438\u0435: [{'customer_id': 'API_TEST_001', 'prediction': 0, 'probability': 0.1570306310597893}]",
      "timestamp": "2025-12-20T10:53:40.802515"
    },
    {
      "test_name": "API_BATCH_PREDICTION",
      "description": "\u041f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u0431\u0430\u0442\u0447\u0435\u0432\u043e\u0433\u043e \u043f\u0440\u0435\u0434\u0441\u043a\u0430\u0437\u0430\u043d\u0438\u044f \u0447\u0435\u0440\u0435\u0437 API",
      "success": true,
      "details": "\u041e\u0431\u0440\u0430\u0431\u043e\u0442\u0430\u043d\u043e: 2 \u043a\u043b\u0438\u0435\u043d\u0442\u043e\u0432",
      "timestamp": "2025-12-20T10:53:40.811509"
    },
    {
      "test_name": "DATA_DRIFT",
      "description": "\u041f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u0434\u0440\u0438\u0444\u0442\u0430 \u0434\u0430\u043d\u043d\u044b\u0445",
      "success": true,
      "details": "\u0414\u0440\u0438\u0444\u0442 \u043d\u0435 \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d",
      "timestamp": "2025-12-20T10:53:41.174257"
    }
  ]
}