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saranka85
/
predictive-maintenance-random-forest

Tabular Classification
Scikit-learn
Joblib
predictive-maintenance
random-forest
scikit-learn
Model card Files Files and versions
xet
Community

Instructions to use saranka85/predictive-maintenance-random-forest with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Scikit-learn

    How to use saranka85/predictive-maintenance-random-forest with Scikit-learn:

    from huggingface_hub import hf_hub_download
    import joblib
    model = joblib.load(
    	hf_hub_download("saranka85/predictive-maintenance-random-forest", "sklearn_model.joblib")
    )
    # only load pickle files from sources you trust
    # read more about it here https://skops.readthedocs.io/en/stable/persistence.html
  • Notebooks
  • Google Colab
  • Kaggle
predictive-maintenance-random-forest
84.1 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 8 commits
saranka85's picture
saranka85
Publish model and MLflow experiment evidence
abd85b8 verified 11 days ago
  • .gitattributes
    1.52 kB
    initial commit 12 days ago
  • README.md
    1.52 kB
    Publish model and MLflow experiment evidence 11 days ago
  • classification_report.csv
    400 Bytes
    Publish model and MLflow experiment evidence 12 days ago
  • confusion_matrix.png
    36.3 kB
    Publish model and MLflow experiment evidence 12 days ago
  • experiment_summary.json
    745 Bytes
    Publish model and MLflow experiment evidence 11 days ago
  • mlflow_runs.csv
    17.1 kB
    Publish model and MLflow experiment evidence 11 days ago
  • model.joblib

    Detected Pickle imports (7)

    • "numpy.ndarray",
    • "None.dtype",
    • "sklearn.tree._classes.DecisionTreeClassifier",
    • "sklearn.ensemble._forest.RandomForestClassifier",
    • "joblib.numpy_pickle.NumpyArrayWrapper",
    • "numpy._core.multiarray._reconstruct",
    • "numpy.dtype"

    How to fix it?

    84.1 MB
    xet
    Register tuned Random Forest model 12 days ago
  • model_metadata.json
    990 Bytes
    Publish model and MLflow experiment evidence 11 days ago
  • random_forest_cv_results.csv
    28.8 kB
    Publish model and MLflow experiment evidence 11 days ago
  • requirements.txt
    27 Bytes
    Register tuned Random Forest model 12 days ago