Table 7.

Evaluation metrics obtained with spaCy model for each named entity

	Training set			Validation set			Test set			MEDDOCAN
	Precision	Recall	F1	Precision	Recall	F1	Precision	Recall	F1	Precision	Recall	F1
CAB	99.43	96.54	97.96	98.28	93.98	96.08	92.54	74.49	82.52	4.76	33.33	8.33
DIR	100	100	100	94.28	63.96	76.01	87.79	74.77	61.46	43.15	4.47	8.01
FECHA	100	100	100	98.54	99.04	98.78	98.20	97.53	97.86	51.39	89.41	65.13
INST	99.97	99.96	99.98	98.19	97.24	97.71	93.50	98.00	95.69	45.72	12.28	19.27
LOC	100	100	100	76.64	54.66	63.80	61.04	26.85	36.79	7.19	0.32	0.59
NAME	100	99.99	99.99	98.34	98.28	98.31	88.78	94.29	93.19	75.62	83.91	79.23
NUM	100	100	100	97.81	95.65	96.72	95.11	87.56	91.18	68.50	60.32	63.99
	99.87	99.28	99.58	98.06	96.10	97.08	93.23	89.39	91.31	65.63	55.37	59.98