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Designing a regression model to predict AirBNB listing price. Types of models used listed in topics. Models were tuned and performance was measured by Mean Absolute Error (MAE).

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cadaora/regression-pred-prob

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Regression Prediction Problem

Developing models to predict whether AirBNB listing price.

Folders

  • 00_initial_setup: scripts for data exploration and recipes
  • 01_attempt: scripts and models from first attempt (untransformed price)
  • 02_attempt: scripts and models from second attempt (log10 price)
  • data: raw data
  • data-splitting: results from resampling and data splitting
  • recipes: recipes
  • submissions: prediction files

Files

  • regression-pred-prob-cadaora.Rproj: R project file
  • Derksen_Claire_Regression_Memo.html: memo html
  • Derksen_Claire_Regression_Memo.qmd: memo quarto script

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Designing a regression model to predict AirBNB listing price. Types of models used listed in topics. Models were tuned and performance was measured by Mean Absolute Error (MAE).

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