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History: 10 commits

gregorio

fix: minor typographical error in HTML text (correct deployment paths)

d1c3a9c 14 days ago

__pycache__
deploy about 1 month ago
static
style: fix checklist alignment, change MAE to Rupiah, and remove model comparison table from Model Info 29 days ago
templates
fix: minor typographical error in HTML text (correct deployment paths) 14 days ago
.gitattributes

42 Bytes
deploy about 1 month ago
Dockerfile

554 Bytes
deploy about 1 month ago
README.md

2.53 kB
deploy about 1 month ago
app.py

23 kB
chore: align metrics with best_model.pkl (78.22% Test R2) 30 days ago
best_model.pkl
Detected Pickle imports (12)
- "numpy.random._pcg64.PCG64",
- "numpy.random._pickle.__generator_ctor",
- "numpy.random.bit_generator.__pyx_unpickle_SeedSequence",
- "sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingRegressor",
- "numpy.random._pickle.__bit_generator_ctor",
- "numpy.ndarray",
- "numpy.random.bit_generator.SeedSequence",
- "numpy._core.multiarray.scalar",
- "numpy.dtype",
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "numpy._core.multiarray._reconstruct",
- "_codecs.encode"
How to fix it?
506 kB
xet

feat: HistGradBoost final model (TestR2=0.7822) from proper multi-model comparison 30 days ago
brand_freq_map.pkl
Detected Pickle imports (9)
- "numpy._core.multiarray._reconstruct",
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "pandas.core.indexes.base._new_Index",
- "_codecs.encode",
- "numpy.ndarray",
- "pandas.core.indexes.base.Index",
- "numpy.dtype",
- "pandas.core.internals.managers.SingleBlockManager",
- "pandas.core.series.Series"
How to fix it?
10.1 kB
xet

feat: improved model Test R2 0.806 (was 0.733), fix multipliers, dynamic year, expand car mapping about 1 month ago
feature_columns.pkl
Pickle imports
- No problematic imports detected
What is a pickle import?
262 Bytes
xet

deploy about 1 month ago
ordinal_encoder.pkl
Detected Pickle imports (7)
- "numpy.ndarray",
- "numpy.float64",
- "sklearn.preprocessing._encoders.OrdinalEncoder",
- "numpy.dtype",
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "_codecs.encode",
- "numpy._core.multiarray._reconstruct"
How to fix it?
1.21 kB
xet

deploy about 1 month ago
requirements.txt

93 Bytes
fix: pin scikit-learn to 1.5.1 to prevent CyHalfSquaredError unpickle error 30 days ago