Table 3. The support vector machine shows high correlation for combinations of total length with 3′UTR length and/or G+C content.
Spearman | Matthews | |
LT+L3+GC | 0.547 | 0.419 |
LT+GC | 0.517 | 0.412 |
LT+L3 | 0.431 | 0.306 |
LT+L3+GC (AKT) | 0.146 | 0.089 |
Result of support vector machine. Shown is the Spearman correlation coefficient as well as the Matthews correlation coefficient of the predicted fold change versus the actual fold change using different feature combinations. LT: total length; L3: length of 3′UTR region; GC: G+C content.