/Kaggle-House-Prices

Script for Kaggle Challenge : House Prices

Primary LanguageR

Kaggle challenge

House Prices : Advanced Regression Techniques

Playground challenge, turned to getting started challenge

Final position : top 2% in private LB.

Exploration

  • To_share/00_format_donnees.R : create data.table structure with correct variables classes.

  • To_share/01_exploration_generale.rmd : rmarkdown to visualise each variable. French version here.

Modelisation

  • To_share/02_creation_base_modelisation.R : modelisation dataset creation (features).

  • To_share/03_modelisation.R : lasso + gbm stacking with rf method.

Bonus

Because datas are public, after challenge ended, i built the test set : R_in/test_set_complete.csv