Table 3 Accuracy of k-TSP Classifiers
From: Two-transcript gene expression classifiers in the diagnosis and prognosis of human diseases
Classification Task | Apparent Accuracy | Cross-Validation | Optimal K |
|---|---|---|---|
GIST/LMS | 100.00% | 97.06% | 3 |
Crohn's Disease | 98.00% | 91.10% | 7 |
Cardiomyopathy | 85.10% | 65.00% | 7 |
Type I Diabetes | 90.50% | 82.70% | 3 |
Type II Diabetes | 100.00% | 82.70% | 3 |
UC Transformation | 98.20% | 88.90% | 3 |
Gram-Negative/Viral | 100.00% | 100.00% | 3 |
HIV Infection | 98.80% | 94.20% | 3 |