Analytics, Data Science, Real Estate, Machine Learning, Xgboost.
provides worse scores, when comparing to the one hot encoding. Now we have 0.1312 when comparing to 0.1277. I then choose the One Hot Enconding and the XGBoost technique for the last step of the modelling. Hyperparameter tuning Now that I have my final model decided I just need to do some tinkering