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

Table 2

Classification results of experiment 1 with all possible values.

Weizmann					KTH
Method	(%)	(%)	(%)	(%)	(%)	(%)	(%)	(%)
Linear-SVM	98.8	99.7	98.52	98.8	99.85	99.95	99.03	99.8
Cubic-SVM	98.84	99.81	98.98	99.3	99.8	99.94	99.09	99.7
Complex tree	85.92	97.33	86.06	89.0	98.26	99.67	97.77	98.4
Fine-KNN	98.99	99.78	99.23	99.0	99.77	99.91	99.75	99.6
Subspace-KNN	90.3	98.30	91.7	93.3	99.86	99.96	99.74	99.8