Table 3.

Results of the Classification performance of Gradient Boosting Classifier.

Gradient Boosting Classifier (Accuracy = 78.94%)
Activity Class	Precision	Recall	F1-Score
Reading	0.75	0.7	0.73
Resting	0.76	0.87	0.81
Walking	0.75	0.79	0.77
Working	0.9	0.81	0.86
Weighted Average	0.79	0.79	0.79