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

Table 4

The result of different methods in EFND.

	Accuracy
Model	Text + Mental	Only text
Bert	0.460	0.273
Bays	0.243	0.236
SVM	0.259	0.256
Xgboost	0.250	0.217
KNN	0.222	0.206
CNN	0.165	0.155
LSTM	0.166	0.155
GRU	0.164	0.1437
BP	0.164	0.159
RNN	0.162	0.158