Setting on Windows 7,10

1. anaconda
2. pip install selenium

Run

at this directory> cmd> gogo

Report

seoulBicycleRentCount_predict.pptx

Summary

best model: Random Forest, Gradient Boosting

• RF> ntree= 5000
• GB> distribution= gaussian, n.trees= 150, interaction.depth= 3, shrinkage= 0.1, n.minobsinode= 10

weather missing value> knn imputation

y~X > non-linear