표 1. | Table 1. 전자파 인체영향 연구논문 자동분류 실험 결과 | Evaluation results of research category classification for scientific literature on human health risk of electromagnetic fields.

Algorithm	Classifier	Precision	Recall	F1	Accuracy
Logistic regression	Animal experiment	0.89	0.80	0.84	0.90
	Cell experiment	0.66	0.80	0.72	0.80
	Epidemiological study	0.90	0.90	0.90	0.93
	Average	0.82	0.83	0.82	0.88
Linear support vector machine	Animal experiment	0.72	0.80	0.76	0.83
	Cell experiment	0.61	0.80	0.77	0.76
	Epidemiological study	0.89	0.80	0.84	0.90
	Average	0.74	0.80	0.79	0.83
Decision tree classifier	Animal experiment	0.37	1.00	0.54	0.43
	Cell experiment	0.45	0.90	0.60	0.60
	Epidemiological study	0.47	0.90	0.62	0.63
	Average	0.43	0.93	0.59	0.55