|
Prediction of miRNAs in Epstein Barr Virus with the one-class methods. |
||||||||
| Train |
All-miRNA |
Mouse |
Human |
Recent Human |
||||
|
|
||||||||
| Sen |
New |
Sen |
New |
Sen |
New |
Sen |
New |
|
|
|
||||||||
| OC-SVM |
0.84 (27/32) |
236 |
0.72 (23/32) |
236 |
0.81 (26/32) |
279 |
0.94 (30/32) |
198 |
| OC-Gaussian |
0.88 (28/32) |
258 |
0.81 (26/32) |
233 |
0.81 (26/32) |
266 |
0.84 (27/32) |
275 |
| OC-Kmeans |
0.90 (29/32) |
284 |
0.97 (31/32) |
266 |
0.78 (25/32) |
269 |
0.97 (31/32) |
271 |
| OC-PCA |
0.97 (31/32) |
284 |
0.90 (29/32) |
255 |
0.90 (29/32) |
259 |
0.94 (30/32) |
283 |
| OC-KNN |
0.88 (28/32) |
272 |
0.84 (27/32) |
266 |
0.81 (26/32) |
283 |
0.91 (29/32) |
269 |
|
|
||||||||
| naïve Bayes |
0.84 (27/32) |
165 |
N/A |
N/A |
N/A |
N/A |
0.94 (30/32) |
276 |
|
All-miRNA, Mouse, or Human served as training data sets. New = new miRNA predictions. | ||||||||
Yousef et al. Algorithms for Molecular Biology 2008 3:2 doi:10.1186/1748-7188-3-2 |
||||||||