Environmental Affection-Driven English Tense Analysis: A Healthcare Exercise-Based Corpus Case Study over Public English Environment

Table 3

The F1-score comparison of four algorithms.

	COVID-19	Depression	Mental health	Dementia	Epidemiology	Metabolic syndrome	Diabetes	Oral health	Obesity
Our method	87.63	89.17	90.46	90.32	91.00	91.22	88.28	88.39	88.28
AT-KSTN	84.23	82.77	82.39	82.52	82.60	81.70	81.95	80.27	82.88
CNN	78.73	78.69	78.84	77.92	77.50	78.34	78.05	77.84	78.74
SVM	77.76	76.25	75.97	77.96	78.83	78.52	77.67	78.37	79.03