vanderbilt-ml / 51-callahan-mlproj-realestate

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added additional models for experimentation #13

Closed peter-callahan closed 2 years ago

peter-callahan commented 2 years ago

Closed #4.

Closed #6. sqft will be an important measure (True) predictions will be best for single family homes due to qty of data (False)

property vs MAPE condo 0.511790 multi_family 0.036368 single_family 0.379884

geographic features will significantly boost model performance (Pending Feature Creation) - https://github.com/vanderbilt-ml/51-callahan-mlproj-realestate/issues/12

Closed #11.