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kurtulus7182
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SEPrimer

Tabular Classification
Scikit-learn
ONNX
Turkish
education
synthetic-demo
logistic-regression
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SEPrimer
File size: 1,615 Bytes
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{
  "schema_version": 1,
  "features": [
    "seviye",
    "karar_suresi_sn",
    "onceki_yanlis_sayisi",
    "ipucu_sayisi",
    "sahne_no"
  ],
  "ranges": [
    [
      0,
      1
    ],
    [
      0,
      600
    ],
    [
      0,
      2
    ],
    [
      0,
      30
    ],
    [
      1,
      3
    ]
  ],
  "integer_features": [
    0,
    2,
    3,
    4
  ],
  "labels": {
    "0": "normal_akis",
    "1": "kriz_freni"
  },
  "decision_threshold": 0.6,
  "acceptance_accuracy": 0.75,
  "tolerance": 0.0001,
  "seed": 42,
  "model_version": "2.0.0",
  "status": "synthetic-demo",
  "input": {
    "name": "features",
    "dtype": "float32",
    "shape": [
      null,
      5
    ]
  },
  "output": {
    "name": "probabilities",
    "positive_class_index": 1
  },
  "model_sha256": "c4f7734a68d93a40d114960c44b47111e950fcaef02c1db5a28a71e5ceb46289",
  "data_sha256": "d1dcd344e2f7815763143fd40d984577312bed3bc04a140f9bad6caf7697df6b",
  "metrics": {
    "accuracy": 0.9055555555555556,
    "onnx_max_abs_error": 1.3763748296646838e-07,
    "confusion_matrix": [
      [
        99,
        3
      ],
      [
        14,
        64
      ]
    ],
    "train_sessions": 180,
    "test_sessions": 60,
    "train_rows": 540,
    "test_rows": 180,
    "real_sessions": 0
  },
  "split": "GroupShuffleSplit: oturum_id, holdout=0.25; test oturumlari egitimde yok",
  "dependencies": {
    "numpy": "2.2.6",
    "scikit-learn": "1.7.2",
    "skl2onnx": "1.19.1",
    "onnx": "1.19.1",
    "onnxruntime": "1.23.2"
  }
}