Table 2 Results of cross-validation by Neural Networks
From: Tandem machine learning for the identification of genes regulated by transcription factors
Method/Performance | NEURAL NETWORKS | NEURAL NETWORKS |
|---|---|---|
Log Sigmoid | Radial Basis Function | |
3-way CROSS VALIDATION | ||
ACCURACY | 62 | 73 |
SENSITIVITY | 71 | 77 |
SPECIFICITY | 62 | 73 |
LEAVE-ONE-OUT STRATEGY | ||
ACCURACY | 77 | 78 |
SENSITIVITY | 75 | 67 |
SPECIFICITY | 77 | 78 |