Related Issues (20)
- EDA - 3 months OTPW Joined Data
- Create Cloud Storage
- Model 1 (Baseline) - Linear Regression 1 YR - Score & CV
- Phase 1 credit assignment plan
- Phase 2 credit assignment plan
- Model 1 (Baseline) - Linear Regression 1 YR - Finetune using grid search
- Phase 2 Abstract
- Phase 2 Slides HOT 1
- Feature Engineering Refinement - 5 YR HOT 1
- Pipeline efficiency tuning - 5 YR HOT 1
- EXTRA CREDIT - Model 6 - Additional Neural Networks
- Model 2 - Imprroved Regression 5 YR - Score & CV
- Model 2 - Improved Regression 5 YR - Finetune using grid search
- Model 3 - Random Forest 5 YR - Score & CV
- Model 3 - Random Forest 5 YR - Finetune using grid search
- Model 4 - XGBoost 5 YR - Score & CV
- Model 4 - Random Forest 5 YR - Finetune using grid search
- Model 5 - MLP Neural Networks 5 YR - Score & CV
- Model 5 - MLP Neural Networks 5 YR - Finetune using grid search
- EDA & Feature Engineering - 1 YR Airport Data (raw & within OTPW)
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