Traditional Chinese Medicine Text Similarity Calculation Model Based on the Bidirectional Temporal Siamese Network

Table 5

The number of layers in the BTSN model network.

Network layers	Financial data		TCM data
	Training set accuracy	Test set accuracy	Training set accuracy	Test set accuracy
1 network layer	0.6819	0.6756	0.6979	0.6166
2 network layers	0.8328	0.8311	0.7967	0.7827
3 network layers	0.8335	0.8353	0.7766	0.7673
4 network layers	0.8342	0.8282	0.7948	0.7794
5 network layers	0.8318	0.8272	0.8091	0.7922
6 network layers	0.8361	0.8314	0.8125	0.8014
7 network layers	0.8253	0.8113	0.7274	0.7124

Bold values indicate the best record in the comparative test.