Big Data Handling: Benefits Of Using Parallelization in Xgboost using nthread :

Big Data Handling : Benefits Of Using Parallelization in Xgboost using nthread :

    Xgboost Model Version 1.0 with using only 1 core of CPU i.e. nthread = 1

    Xgboost Model Version 2.0 with using only 4 cores of CPU i.e. nthread = 4

    Observation : It is 3 times faster than model with 1 core CPU usage.