[Retracted] An Effective Approach for Human Activity Classification Using Feature Fusion and Machine Learning Methods

Table 6

Classification results of experiment 3 using the linear-SVM method and others.

Weizmann					KTH
Method	(%)	(%)	(%)	(%)	(%)	(%)	(%)	(%)
Linear-SVM	97.90	99.69	98.39	98.7	100	99.72	98.70	98.7
Cubic-SVM	97.86	99.67	98.544	98.7	91.51	99.21	96.39	96.5
Complex tree	85.43	97.212	85.53	88.6	98.34	99.69	97.93	98.5
Fine-KNN	63.7	91.63	90.79	71.9	95.30	99.32	98.02	97.0
Subspace-KNN	89.99	98.18	92.11	93.0	99.97	99.99	99.95	99.9