Table 4 Cross-Validation Accuracy of Two-Transcript Classifiers
From: Two-transcript gene expression classifiers in the diagnosis and prognosis of human diseases
Classification Task | CV Accuracy | CV Sensitivity | CV Specificity |
|---|---|---|---|
GIST/LMS | 97.06% | 93.55% | 100.00% |
Crohn's Disease | 87.13% | 88.14% | 85.71% |
Cardiomyopathy | 74.23% | 58.14% | 87.04% |
Type I Diabetes | 91.43% | 96.30% | 75.00% |
Type II Diabetes | 94.29% | 91.67% | 95.56% |
UC Transformation | 83.33% | 36.36% | 95.35% |
Gram-Negative/Viral | 96.77% | 88.89% | 100.00% |
HIV Infection | 88.37% | 90.54% | 75.00% |