Identifying Human Phenotype Terms by Combining Machine Learning and Validation Rules

Table 3

Performance of IHP on the Gold Standard Corpora with no validation rules, only identification rules, only removal rules, and all validation rules.

	Precision	Recall	-measure
No Validation Rules	0.672	0.614	0.642
With Identification Rules	0.442	0.797	0.568
With Removal Rules	0.754	0.609	0.674
With Validation Rules	0.549	0.791	0.649