Research Article

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

Table 3

Classification results of experiment 2 along with the sensitivity and other measures.

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

Linear-SVM98.8399.8499.099.399.8999.9599.8999.8
Cubic-SVM99.3499.8999.599.598.8199.9498.6099.7
Complex tree85.4097.1585.088.398.3299.6797.3798.5
Fine-KNN87.2697.2195.491.199.4299.8499.3899.2
Subspace-KNN90.2598.391.993.999.9799.9999.9599.9