Creating a medical dictionary using word alignment: The influence of sources and resources

Table 4 Automatic word alignment results from batch 3

Batch	Run	Resources																	Alignment							Result
		Static			Statistic							Dynamic
		Stan	POS	MeSH	Statistic partition							Training partition							Test partition							Recall	Precision	F-score
					2	3	4	5	6	7	8	2	3	4	5	6	7	8	2	3	4	5	6	7	8
3	1				X														X	X	X	X	X	X	X	0.34	0.40	0.37
3	2				X	X													X	X	X	X	X	X	X	0.41	0.46	0.43
3	3				X	X	X												X	X	X	X	X	X	X	0.46	0.50	0.48
3	4				X	X	X	X											X	X	X	X	X	X	X	0.53	0.55	0.54
3	5				X	X	X	X	X										X	X	X	X	X	X	X	0.57	0.58	0.57
3	6				X	X	X	X	X	X									X	X	X	X	X	X	X	0.59	0.59	0.59
3	7				X	X	X	X	X	X	X								X	X	X	X	X	X	X	0.61	0.61	0.61
3	8	X	X	X	X														X	X	X	X	X	X	X	0.60	0.62	0.61
3	9	X	X	X	X	X													X	X	X	X	X	X	X	0.62	0.63	0.62
3	10	X	X	X	X	X	X												X	X	X	X	X	X	X	0.65	0.65	0.65
3	11	X	X	X	X	X	X	X											X	X	X	X	X	X	X	0.69	0.67	0.68
3	12	X	X	X	X	X	X	X	X										X	X	X	X	X	X	X	0.71	0.68	0.69
3	13	X	X	X	X	X	X	X	X	X									X	X	X	X	X	X	X	0.72	0.69	0.70
3	14	X	X	X	X	X	X	X	X	X	X								X	X	X	X	X	X	X	0.72	0.69	0.70
3	15	X	X	X	X							X							X	X	X	X	X	X	X	0.65	0.65	0.65
3	16	X	X	X	X	X						X	X						X	X	X	X	X	X	X	0.67	0.66	0.66
3	17	X	X	X	X	X	X					X	X	X					X	X	X	X	X	X	X	0.69	0.67	0.68
3	18	X	X	X	X	X	X	X				X	X	X	X				X	X	X	X	X	X	X	0.77	0.74	0.75
3	19	X	X	X	X	X	X	X	X			X	X	X	X	X			X	X	X	X	X	X	X	0.80	0.76	0.78
3	20	X	X	X	X	X	X	X	X	X		X	X	X	X	X	X		X	X	X	X	X	X	X	0.80	0.77	0.78
3	21	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	0.81	0.77	0.79

Recall, precision and F-score from the automatic word alignment when resources for the automatic word alignment were used cumulatively and all partitions were automatically aligned. The configurations CfStatistical, CfStatisticalStatic and CfStatisticalStaticTraining were used.

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