Skip to main content

Table 6 Comparison of experimental results between the model proposed in this paper and the reference model on the RSDD dataset

From: Research on the detection model of mental illness of online forum users based on convolutional network

Method

precision

recall

F1

BoW-MNB

0.44

0.31

0.36

Feature-rich-MN

0.69

0.32

0.44

Feature-rich-SVM

0.71

0.31

0.44

User model-CNN

0.59

0.45

0.51

LSTM

0.50

0.39

0.44

Bi-LSTM

0.56

0.40

0.47

LSTM-attention

0.54

0.35

0.42

SGL-CNN

0.51

0.56

0.53

MGL-CNN

0.63

0.48

0.54

Back to article page

BMC Psychology

ISSN: 2050-7283

Contact us