TABLE 1.

Detailed information about the packages used in the development of machine learning models

Package names	Version	Description
Numpy	1.19.5	Numpy is the fundamental package for array computing with python
Pandas	1.0.4	Powerful data structures for data analysis, time series, and statistics
Matplotlib	3.3.2	Python plotting package
Sklearn	0.0	A set of python modules for machine learning and data mining
XGBoost	1.2.0	XGBoost python package
Imblearn	0.0	Toolbox for imbalanced dataset in machine learning
PDPbox	0.2.1	Python partial dependence plot toolbox