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system-threat-forecaster-2 / artifacts

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History: 7 commits

Rishit Pant

Add SHAP analysis (#14)

7753bba unverified 29 days ago

eval
Add SHAP analysis (#14) 29 days ago
params
Enhanced model evaluation metrics, tuning techniques, and eval reports (#9) about 1 month ago
eval_report.png

103 kB
xet

Track evaluation plots via Git LFS about 1 month ago
model.pkl
Detected Pickle imports (10)
- "numpy.dtype",
- "numpy._core.multiarray._reconstruct",
- "lightgbm.sklearn.LGBMClassifier",
- "numpy._core.multiarray.scalar",
- "collections.OrderedDict",
- "sklearn.preprocessing._label.LabelEncoder",
- "lightgbm.basic.Booster",
- "dill._dill._create_array",
- "collections.defaultdict",
- "numpy.ndarray"
How to fix it?
6.24 MB
xet

Integrate mlflow (#13) 29 days ago
preprocessor.pkl
Detected Pickle imports (12)
- "sklearn.impute._base.SimpleImputer",
- "sklearn.preprocessing._encoders.OneHotEncoder",
- "numpy.float64",
- "dill._dill._create_array",
- "numpy.dtype",
- "sklearn.compose._column_transformer.ColumnTransformer",
- "numpy._core.multiarray._reconstruct",
- "dill._dill._load_type",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "sklearn.pipeline.Pipeline",
- "numpy.ndarray",
- "sklearn.preprocessing._data.MinMaxScaler"
How to fix it?
7.83 kB
xet

Integrate mlflow (#13) 29 days ago