IW-2024

XGBoost and Linear regression models were implemented to predict home values and FHA loan denial rates.

Name		Name	Last commit message	Last commit date
Latest commit History 25 Commits
Loan-LR-2007-2017-Final-Model-(include state_county_code, without log)-SUBMIT1-finalized.ipynb		Loan-LR-2007-2017-Final-Model-(include state_county_code, without log)-SUBMIT1-finalized.ipynb
Loan-XGBoost-2007-2017-Final-model(include state_county_code, without log)-SUBMIT1-finalized.ipynb		Loan-XGBoost-2007-2017-Final-model(include state_county_code, without log)-SUBMIT1-finalized.ipynb
Loan2-LR-2007-2017-Final-Model-(without county and state code, with log).ipynb		Loan2-LR-2007-2017-Final-Model-(without county and state code, with log).ipynb
Loan2-XGBoost-2007-2017-Final-model(exclude state_county_code, with log)-SUBMIT2 (1).ipynb		Loan2-XGBoost-2007-2017-Final-model(exclude state_county_code, with log)-SUBMIT2 (1).ipynb
README.md		README.md
binary_encoder.pkl		binary_encoder.pkl
housing-LR-2000-2022-StateMonthYearBedroomsCounty(with log)-finalized.ipynb		housing-LR-2000-2022-StateMonthYearBedroomsCounty(with log)-finalized.ipynb
housing-XGBoost-2000-2022-StateMonthYearBedroomsCounty-finalized.ipynb		housing-XGBoost-2000-2022-StateMonthYearBedroomsCounty-finalized.ipynb
minmax_scaler.pkl		minmax_scaler.pkl
optimal-time-final-ratewithoutstatecountycode-SUBMIT2.ipynb		optimal-time-final-ratewithoutstatecountycode-SUBMIT2.ipynb
xgb_housing.model_upto2021		xgb_housing.model_upto2021
xgb_loan.model_upto2017_withoutStateCountyCodes-SUBMIT		xgb_loan.model_upto2017_withoutStateCountyCodes-SUBMIT

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