Machine Learning-Based Intelligent Scoring System for English Essays under the Background of Modern Information Technology

Table 3

The results of precision, recall, and F1-score.

Method	F1-score	Recall	Precision
The proposed method	0.8	0.78	0.82
TR + kNN	0.68	0.66	0.7
TF-IDF + kNN	0.65	0.63	0.68