Autonomous Classification and Decision-Making Support of Citizen E-Petitions Based on Bi-LSTM-CNN

Table 7

Classification results of three embed modes of the embedding layer on the test set.

Embed mode	Weighted-P	Weighted-R	Weighted-F1	Training time (second)
Random	0.8137	0.8104	0.8103	1249
Static	0.8226	0.8214	0.8212	430
Fine-tuning	0.8288	0.8262	0.8267	1100