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BentoUniAcc
/
Stack_Overflow_Salary_Predicting_Model
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0
stack-overflow-developer-survey-2025
English
salary-prediction
regression
classification
clustering
tabular
scikit-learn
stack-overflow
developer-survey
feature-engineering
gradient-boosting
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Stack_Overflow_Salary_Predicting_Model
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BentoUniAcc
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Assignment_2_V11_Final 1.2.ipynb
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README.md
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survey_results_public.csv
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winning_model_classifier.pkl
pickle
Detected Pickle imports (17)
"numpy.random._pcg64.PCG64"
,
"sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier"
,
"numpy.dtype"
,
"numpy.random.bit_generator.SeedSequence"
,
"sklearn.ensemble._hist_gradient_boosting.predictor.TreePredictor"
,
"sklearn.preprocessing._label.LabelEncoder"
,
"numpy.random._pickle.__generator_ctor"
,
"_loss.CyHalfMultinomialLoss"
,
"sklearn._loss.loss.HalfMultinomialLoss"
,
"numpy.random.bit_generator.__pyx_unpickle_SeedSequence"
,
"sklearn.ensemble._hist_gradient_boosting.binning._BinMapper"
,
"numpy._core.multiarray.scalar"
,
"_loss.__pyx_unpickle_CyHalfMultinomialLoss"
,
"numpy._core.numeric._frombuffer"
,
"numpy.random._pickle.__bit_generator_ctor"
,
"sklearn._loss.link.Interval"
,
"sklearn._loss.link.MultinomialLogit"
How to fix it?
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winning_model_regression.pkl
pickle
Detected Pickle imports (15)
"sklearn._loss.link.Interval"
,
"numpy.random._pickle.__bit_generator_ctor"
,
"sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingRegressor"
,
"sklearn._loss.loss.HalfSquaredError"
,
"sklearn.ensemble._hist_gradient_boosting.predictor.TreePredictor"
,
"sklearn.ensemble._hist_gradient_boosting.binning._BinMapper"
,
"numpy.random.bit_generator.__pyx_unpickle_SeedSequence"
,
"numpy.random._pickle.__generator_ctor"
,
"numpy.dtype"
,
"numpy._core.numeric._frombuffer"
,
"numpy._core.multiarray.scalar"
,
"sklearn._loss.link.IdentityLink"
,
"numpy.random.bit_generator.SeedSequence"
,
"numpy.random._pcg64.PCG64"
,
"_loss.CyHalfSquaredError"
How to fix it?
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