Table 3.

Recognition performance on the Accelerometer dataset.

Model	NB	NB-NB	NB-KNN	NB-SVM	NB-DT	KNN	KNN-NB	KNN-KNN	KNN-SVM	KNN-DT
Accuracy	81.07	81.07	83.98	91.48	84.56	84.32	81.41	84.32	91.89	85.04
Precision	80.38	80.38	83.72	91.50	84.29	84.03	80.70	84.03	91.88	84.73
Recall	82.63	82.63	84.19	91.72	84.58	84.55	82.85	84.55	92.16	85.08
F1	81.49	81.49	83.95	91.61	84.44	84.29	81.76	84.29	92.02	84.90
Model	SVM	SVM-NB	SVM-KNN	SVM-SVM	SVM-DT	DT	DT-NB	DT-KNN	DT-SVM	DT-DT
Accuracy	91.89	81.34	84.32	91.89	84.97	84.93	81.57	84.32	91.96	85.14
Precision	91.87	80.64	84.03	91.88	84.67	84.63	80.87	84.03	91.95	84.82
Recall	92.16	82.77	84.55	92.16	85.01	84.99	83.03	84.58	92.24	85.19
F1	92.02	81.69	84.29	92.02	84.84	84.81	81.94	84.30	92.09	85.01