Table 6.

Classifiers result with feature selection of accelerometer and gyroscope.

S. No	Activities	KNN (K = 3)	KNN (K = 5)	KNN (K = 7)	KNN (K = 11)	SVM	Naive Bayes
1	A1: Left Movement	98.24	97.88	97.56	96.95	97.10	84.55
2	A2: Right Movement	99.78	99.76	99.73	99.69	99.88	99.37
3	A3: Front Movement	99.55	99.53	99.52	99.51	99.66	92.43
4	A4: Back Movement	98.95	99.08	99.17	99.26	98.78	85.66
5	A5: Straight Movement	95.87	95.12	94.57	93.51	98.31	95.31