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South_America_property_price_prediction

Tabular Regression
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tabular-classification
scikit-learn
random-forest
linear-regression
kmeans-clustering
feature-engineering
supervised-learning
predictive-modeling
data-science
real-estate
property-prices
south-america
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  1. .gitattributes +5 -0
  2. Assignment_2_(South_America_Property)_Classification,_Regression,_Clustering,_Evaluation.ipynb +0 -0
  3. baseline_coefficients.png +0 -0
  4. baseline_pred_vs_actual.png +3 -0
  5. class_distribution.png +0 -0
  6. classification_confusion_matrix(2).png +0 -0
  7. classification_confusion_matrix.png +0 -0
  8. classification_model.pkl +3 -0
  9. correlation_heatmap.png +3 -0
  10. kmeans_elbow.png +0 -0
  11. kmeans_pca_clusters.png +3 -0
  12. model_comparison_r2.png +0 -0
  13. price_boxplot.png +0 -0
  14. price_distribution.png +0 -0
  15. q1_price_by_type.png +3 -0
  16. q2_top10_provinces.png +0 -0
  17. q3_price_vs_surface.png +3 -0
  18. regression_feature_importance.png +0 -0
  19. regression_model.pkl +3 -0
.gitattributes CHANGED
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+ kmeans_pca_clusters.png filter=lfs diff=lfs merge=lfs -text
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+ q1_price_by_type.png filter=lfs diff=lfs merge=lfs -text
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+ q3_price_vs_surface.png filter=lfs diff=lfs merge=lfs -text
Assignment_2_(South_America_Property)_Classification,_Regression,_Clustering,_Evaluation.ipynb ADDED
The diff for this file is too large to render. See raw diff
 
baseline_coefficients.png ADDED
baseline_pred_vs_actual.png ADDED

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class_distribution.png ADDED
classification_confusion_matrix(2).png ADDED
classification_confusion_matrix.png ADDED
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