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@@ -6,7 +6,7 @@ Hugging Face App:
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- Results:
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@@ -26,7 +26,7 @@ Total number of trials: 120
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  Best RMSE score on validation data: 12338.665498601415
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- ** Best params:
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  boosting_type : goss
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@@ -78,15 +78,15 @@ Here are the 10 features I selected:
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  'SaleCondition': Condition of sale
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- 'BsmtExposure': Walkout or garden level basement walls
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  All the attributes are encoded and normalized before splitting into train and test with 80% train and 20% test.
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- **Milestone 2:
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  For milestone 2, I ran an XGBoost Model with objective="reg:squarederror" and max_depth=3. The RMSE score is 28986.
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- **Milestone 3:
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  Reference:
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  ***********
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+ Results
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  ***********
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  Best RMSE score on validation data: 12338.665498601415
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+ ** Best params: **
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  boosting_type : goss
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  'SaleCondition': Condition of sale
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+ 'BsmtExposure': Walkout or garden-level basement walls
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  All the attributes are encoded and normalized before splitting into train and test with 80% train and 20% test.
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+ ** Milestone 2: **
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  For milestone 2, I ran an XGBoost Model with objective="reg:squarederror" and max_depth=3. The RMSE score is 28986.
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+ ** Milestone 3: **
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  Reference:
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