Table 2.

Results of the Classification performance of Extreme Gradient Boosting Classifier.

XGB Classifier (Accuracy = 79.70%)
Activity Class	Precision	Recall	F1-Score
Reading	0.78	0.7	0.74
Resting	0.78	0.89	0.83
Walking	0.76	0.77	0.76
Working	0.88	0.85	0.86
Weighted Average	0.80	0.80	0.80