Table 8.

The Intelligent Media-Sporting Behavior (IM-SB) dataset results over the proposed classifier and other well-known statistical classifiers.

Symbols	Activities	LSVM (%)	Random Forest (%)	Proposed (%)
S1	Badminton	68.16	77.83	84.21
S2	Basketball	70.11	80.78	87.19
S3	Cycling	95.13	84.45	93.26
S4	Football	78.35	81.87	86.69
S5	Skipping	87.16	86.14	94.43
S6	Table Tennis	91.11	89.48	95.24
Mean Recognition Accuracy		81.67	83.42	90.17

Bold letters for Mean Recognition Accuracy of IM-SB dataset.