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

Table 9

Evaluation of the proposed model and baseline models in the test set.

Models	Weighted-P	Weighted-R	Weighted-F1
M1	0.7856	0.7668	0.7685
M2	0.8006	0.7899	0.7920
M3	0.8026	0.7990	0.7988
M4	0.7892	0.7839	0.7836
M5	0.8044	0.7953	0.7971
M6	0.8124	0.8109	0.8104
M7	0.7883	0.7821	0.7825
M8	0.7986	0.7942	0.7952
M9	0.7941	0.7887	0.7894
M10	0.8162	0.8095	0.8109
M11	0.8169	0.8124	0.8131
Proposed model	0.8288	0.8262	0.8267