Update analysis: feature engineer neighbourhood and property type

UBC-MDS / airbnb-price-prediction

Predicting the market price for a Vancouver AirBnB property

MIT License

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Closed moniquewong closed 4 years ago

moniquewong commented 4 years ago

[x] Try re-running analysis after grouping neighborhoods together
[ ] Try re-running analysis after grouping sparse property types into "other"
[x] Write into report whether this makes a difference and re-report MSE and residual plot

moniquewong commented 4 years ago

Grouping of neighborhoods to reduce sparsity and class imbalance addressed in this pull request: https://github.com/UBC-MDS/DSCI_522_Group_303/pull/52

moniquewong commented 4 years ago

Did not have time to address sparse property types in this milestone