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avihayamor
/
South_America_property_price_prediction
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Tabular Regression
English
tabular-classification
scikit-learn
random-forest
linear-regression
kmeans-clustering
feature-engineering
supervised-learning
predictive-modeling
data-science
real-estate
property-prices
south-america
License:
mit
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South_America_property_price_prediction
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avihayamor
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Assignment_2_(South_America_Property)_Classification,_Regression,_Clustering,_Evaluation.ipynb
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README.md
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baseline_coefficients.png
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baseline_pred_vs_actual.png
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class_distribution.png
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classification_confusion_matrix.png
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classification_model.pkl
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correlation_heatmap.png
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kmeans_elbow.png
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kmeans_pca_clusters.png
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model_comparison_r2.png
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price_boxplot.png
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price_distribution.png
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q1_price_by_type.png
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q2_top10_provinces.png
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q3_price_vs_surface.png
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regression_feature_importance.png
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regression_model.pkl
pickle
Detected Pickle imports (6)
"sklearn.ensemble._forest.RandomForestRegressor"
,
"numpy._core.multiarray._reconstruct"
,
"numpy.ndarray"
,
"sklearn.tree._tree.Tree"
,
"sklearn.tree._classes.DecisionTreeRegressor"
,
"numpy.dtype"
How to fix it?
425 MB
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video.mp4
3.49 MB
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