MLmodel

artifact_path: train/model
flavors:
  python_function:
    artifacts:
      model_path:
        path: artifacts/sk_model
        uri: /root/.mlflow/recipes/4c2ae726e39ef14e08ea28562d30aac9ba189acb8d78192ad8e73c4b61e025c2/steps/train/outputs/sk_model
    cloudpickle_version: 3.1.1
    code: code
    env:
      conda: conda.yaml
      virtualenv: python_env.yaml
    loader_module: mlflow.pyfunc.model
    python_model: python_model.pkl
    python_version: 3.11.11
    streamable: false
  sklearn:
    code: code
    pickled_model: artifacts/sk_model/model.pkl
    serialization_format: cloudpickle
    sklearn_version: 1.6.1
is_signature_from_type_hint: false
mlflow_version: 2.20.0
model_uuid: 5be7b92373ce4c78b9e3f53e8d969109
run_id: 0951b451e9554321adaebc8f9f15ac8c
signature:
  inputs: '[{"type": "long", "name": "id", "required": true}, {"type": "string", "name":
    "gender", "required": true}, {"type": "double", "name": "age", "required": true},
    {"type": "long", "name": "hypertension", "required": true}, {"type": "long", "name":
    "heart_disease", "required": true}, {"type": "string", "name": "ever_married",
    "required": true}, {"type": "string", "name": "work_type", "required": true},
    {"type": "string", "name": "Residence_type", "required": true}, {"type": "double",
    "name": "avg_glucose_level", "required": true}, {"type": "double", "name": "bmi",
    "required": false}, {"type": "string", "name": "smoking_status", "required": true}]'
  outputs: '[{"type": "double", "name": "predicted_score_0", "required": true}, {"type":
    "double", "name": "predicted_score_1", "required": true}, {"type": "double", "name":
    "predicted_score", "required": true}, {"type": "long", "name": "predicted_label",
    "required": true}]'
  params: null
type_hint_from_example: false
utc_time_created: '2025-01-25 01:10:23.931434'