Research Article

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

Table 7

Classification results of experiment 4.

WeizmannKTH
Method (%) (%) (%) (%) (%) (%) (%) (%)

Linear-SVM93.3898.9696.0995.959.2596.790.9085.3
Cubic-SVM91.5698.595.6394.557.5696.4574.4984.3
Complex tree80.5697.1885.5788.597.7499.6397.5198.2
Fine-KNN46.2987.5488.8158.270.1496.3090.9084.0
Subspace-KNN89.2198.3791.4492.599.9799.9999.4599.9