Table 5 Performance of Mann-Whitney U and Binomial tests with ViroChip pathogen microarray platform
From: Nonparametric methods for the analysis of single-color pathogen microarrays
| Â | Respiratory Syncytial virus | Rhinovirus | Influenza A | Papillomavirus | Hepatitis B | Total | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Rank of First Correct Prediction | Mann Whitney U | Binomial Test | Mann Whitney U | Binomial Test | Mann Whitney U | Binomial Test | Mann Whitney U | Binomial Test | Mann Whitney U | Binomial Test | Mann Whitney U | Binomial Test |
First | 40% | 50% | 77% | 86% | 29% | 71% | 20% | 80% | 0% | 0% | 47% | 75% |
Top 5 | 90% | 100% | 100% | 95% | 43% | 86% | 67% | 100% | 100% | 100% | 82% | 96% |
Top 10 | 100% | 100% | 100% | 95% | 57% | 100% | 87% | 100% | 100% | 100% | 91% | 98% |
Average Rank | 2.5 | 1.7 | 1.2 | 1.6 | 10.7 | 2.3 | 4.7 | 1.3 | 4 | 2 | 3.7 | 1.6 |
Experiments | 10 | 10 | 22 | 22 | 7 | 7 | 15 | 15 | 1 | 1 | 55 | 55 |