Automatic Recognition of Chinese Personal Name Using Conditional Random Fields and Knowledge Base

Table 4

The experimental results.

Methods	Test types	The number of			Accuracy	Recall rate	value
		In text	Identified	Identified correctly
CRF + knowledge base	Closed	1 876	1 867	1 806	96.74%	96.29%	96.51%
	Open	2 125	2 074	1 986	95.76%	93.46%	94.59%
CRF	Closed	1 876	1 847	1 770	95.86%	94.37%	95.11%
	Open	2 125	2 102	1 944	94.57%	92.61%	93.58%