Table 1 The performance of the model on diseases with minimum number of required genes in their Gene Fingerprints
Minimum # associated genes | Related diseases | Unrelated diseases | Undefined diseases | Detected diseases | Precision | Recall | F score |
|---|---|---|---|---|---|---|---|
1 | 49 | 24 | 9 | Lung Injury, Sarcoidosis-Pulmonary, Acute Lung Injury, Bird Fancier’s Lung | 70.7% | 59.2% | 64.4% |
2 | 47 | 24 | 9 | Lung Injury, Sarcoidosis-Pulmonary, Acute Lung Injury, Bird Fancier’s Lung | 71.7% | 70.2% | 71.0% |
3 | 44 | 23 | 8 | Lung Injury, Sarcoidosis-Pulmonary, Acute Lung Injury, Bird Fancier’s Lung, Eosinophilic Granuloma, Pulmonary Veno-Occlusive Disease, Meconium Aspiration Syndrome | 70.4% | 86.4% | 77.6% |