Machine learning-based donor permission extraction from informed consent documents

BMC Bioinformatics

Table 4 Permission type classification performances

Permission	Label	Precision	Recall	F1-score	Number of sentences
Q1	No	0.97	0.96	0.97	204
	Yes	0.69	0.74	0.71	23
Q2	No	0.94	0.95	0.94	170
	Yes	0.84	0.81	0.82	57
Q3	No	0.93	0.95	0.94	185
	Yes	0.75	0.66	0.70	41
Q4	No	0.94	0.96	0.95	180
	Yes	0.72	0.81	0.76	47
Q5	No	0.92	0.98	0.95	171
	Yes	0.91	0.75	0.82	56
Q6	No	0.95	0.94	0.95	203
	Yes	0.54	0.58	0.56	24
Q7	No	0.99	0.97	0.98	208
	Yes	0.73	0.84	0.78	19
Q8	No	0.97	0.99	0.98	215
	Yes	0.75	0.50	0.60	12
Q9	No	0.99	1.00	1.00	204
	Yes	1.00	0.91	0.95	23

ISSN: 1471-2105