Automatic categorization of diverse experimental information in the bioscience literature

BMC Bioinformatics

Table 2 Evaluation results of Five FlyBase data types with high occurrence using the testing sets

Data type	Recall	Precision
New mutant allele	0.98	0.56
Gene expression in wild-type background	0.96	0.92
Gene expresison in perturbed background	0.95	0.92
New transgenic allele	0.91	0.71
Physical interaction between macro-molecules	0.88	0.84

The SVM analysis was done using training/testing sets specified in Additional File 5, Table S4 and Methods.

ISSN: 1471-2105