Table 3.

Model Accuracies For Accelerometer only vs Multi-sensor Classification

Classification Case	Accuracy, Best Model and Loss Function
	ACC, EDA, & HR	ACC Only
Stress vs. No-Stress	81.30%	74.50%
	Fine Gaussian SVM	Fine Gaussian SVM
	0.08	0.13
Craving vs. No-Craving	82.10%	75.70%
	Fine Gaussian SVM	Fine Gaussian SVM
	0.09	0.13
Craving vs. Stress	80.70%	76.80%
	Fine Gaussian SVM	Fine Gaussian SVM
	0.09	0.12
Craving vs. Stress vs. No-Stress	66.90%	59.30%
	Fine Gaussian SVM	Fine Gaussian SVM
	0.20	0.26