Closed Vasi012 closed 1 year ago
The regressor model has been chosen to predict the sale price for a given property.
The feature section and PCA produce similar results, however they meet the business requirement 1.
The feature section has scored the R2 Score: 0.97 on the train set, and the test set has scored on R2 Score 0.78.
We consider the business requirement 1 meet as my niece has required an R2 score of 0.75+.
Conclusion
The regressor model has been chosen to predict the sale price for a given property.
The feature section and PCA produce similar results, however they meet the business requirement 1.
The feature section has scored the R2 Score: 0.97 on the train set, and the test set has scored on R2 Score 0.78.
We consider the business requirement 1 meet as my niece has required an R2 score of 0.75+.