Table 4.

Accuracy, precision and recall of the SVM-based classification calculated by comparing the SVM values and the values submitted by the authors considering all submissions received

Data type	Author–SVM agreement accuracy	Author–SVM agreement precision	Author–SVM agreement recall	Number of papers classified
Allele sequence change	0.94	0.90	0.95	20
Anatomic expression	0.87	0.83	0.67	15
Genetic interactions	0.89	0.75	0.75	12
Physical interactions	0.94	0.8	0.67	6
Regulatory interactions	0.81	0.77	0.59	17
Allele phenotype	0.85	0.96	0.77	31
RNAi phenotype	0.92	0.83	1.00	19
Transgene overexpression phenotype	1.00	1.00	1.00	13