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kurtulus7182
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SEPrimer

Tabular Classification
Scikit-learn
ONNX
Turkish
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logistic-regression
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SEPrimer
File size: 2,311 Bytes
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{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "title": "Primer v2 model config",
  "type": "object",
  "required": [
    "schema_version",
    "features",
    "ranges",
    "labels",
    "decision_threshold",
    "acceptance_accuracy",
    "metrics",
    "input",
    "output",
    "model_sha256",
    "status"
  ],
  "properties": {
    "schema_version": {
      "const": 1
    },
    "features": {
      "const": [
        "seviye",
        "karar_suresi_sn",
        "onceki_yanlis_sayisi",
        "ipucu_sayisi",
        "sahne_no"
      ]
    },
    "decision_threshold": {
      "const": 0.6
    },
    "acceptance_accuracy": {
      "const": 0.75
    },
    "tolerance": {
      "const": 0.0001
    },
    "status": {
      "enum": [
        "synthetic-demo",
        "real-data-candidate"
      ]
    },
    "model_sha256": {
      "type": "string",
      "pattern": "^[a-f0-9]{64}$"
    },
    "input": {
      "type": "object",
      "required": [
        "name",
        "dtype",
        "shape"
      ],
      "properties": {
        "name": {
          "const": "features"
        },
        "dtype": {
          "const": "float32"
        },
        "shape": {
          "const": [
            null,
            5
          ]
        }
      }
    },
    "output": {
      "type": "object",
      "required": [
        "name",
        "positive_class_index"
      ],
      "properties": {
        "name": {
          "type": "string"
        },
        "positive_class_index": {
          "const": 1
        }
      }
    },
    "metrics": {
      "type": "object",
      "required": [
        "accuracy",
        "onnx_max_abs_error",
        "real_sessions"
      ],
      "properties": {
        "accuracy": {
          "type": "number",
          "minimum": 0.75,
          "maximum": 1
        },
        "majority_baseline": {
          "type": "number",
          "minimum": 0,
          "maximum": 1
        },
        "onnx_max_abs_error": {
          "type": "number",
          "minimum": 0,
          "exclusiveMaximum": 0.0001
        },
        "real_sessions": {
          "type": "integer",
          "minimum": 0
        }
      }
    }
  }
}