Stats 101C Data Mining Los Angeles Fire Department elapsed time prediction; Data cleaning R code included; Applied Random Forest and Xgboost models; Completed by Yaxi Lou, Xin Jin and Yu Zhang; The data are provided courtesy of the LA city open data initiative.