Table 4.

WISDM dataset results over the proposed classifier and other well-known statistical classifiers.

Symbols	Activities	LSVM (%)	Random Forest (%)	Proposed (%)
W1	Walking	91.42	93.64	98.81
W2	Jogging	92.27	94.12	98.47
W3	Ascending	89.14	90.83	91.23
W4	Descending	90.32	91.64	92.07
W5	Sitting	92.18	92.27	93.18
W6	Standing	93.06	94.18	98.47
Mean Recognition Accuracy		91.39	92.78	95.37

Bold letters for Mean Recognition Accuracy of WISDM dataset.