Table 4.
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 |