Short-Text Classification Detector: A Bert-Based Mental Approach

Table 5

The result of different methods in CTD.

	Accuracy
Model	Text + Mental	Only text
Bert	0.960	0.780
Bays	0.582	0.564
SVM	0.578	0.564
Xgboost	0.577	0.575
KNN	0.564	0.397
CNN	0.550	0.497
LSTM	0.529	0.525
GRU	0.552	0.527
BP	0.533	0.527
RNN	0.512	0.496