A Method for Classifying Information in Education Policy Texts Based on an Improved Attention Mechanism Model

Table 3

Comparison of experimental results.

Algorithm model	Accuracy (%)	Recall rate (%)	F1 value (%)
SVM	82.1	82.2	83.9
TextCNN	85.2	84.6	85.1
TextRNN	85.1	81.4	84.5
RCNN	86.2	86..1	85.7
Algorithm in this paper	84.2	85.7	88.6