Social Group Behavior Analysis Model Integrating Multitask Learning and Convolutional Neural Network

Table 6

Accuracy comparison of three common behavior recognition models.

Machine learning algorithm	Test set accuracy (%)	Cross-validation accuracy (%)
Traditional neural network	52.12	65.82
MVP	58.19	75.54
Convolution neural network	92.10	84.5