|
One-class results obtained from triplet-SVM and RNAmicro1.1 tools based on their specific features. |
||||||
| triplet-SVM (Human) |
RNAmicro1.1 |
|||||
|
|
||||||
| Method |
Sen |
Spe |
MCC |
Sen |
Spe |
MCC |
|
|
||||||
| OC-SVM |
0.93 |
0.78 |
0.72 |
0.93 |
0.94 |
0.87 |
| OC-Gaussian |
0.90 |
0.88 |
0.78 |
0.90 |
0.96 |
0.87 |
| OC-Kmeans |
0.98 |
0.8 |
0.79 |
0.93 |
0.92 |
0.84 |
| OC-PCA |
0.97 |
0.79 |
0.77 |
0.90 |
0.96 |
0.86 |
| OC-KNN |
0.93 |
0.84 |
0.77 |
0.91 |
0.95 |
0.87 |
| Original study results |
0.93 |
0.88 |
0.81 |
0.84 |
0.99 |
0.84 |
|
The last row has the originally reported results. | ||||||
Yousef et al. Algorithms for Molecular Biology 2008 3:2 doi:10.1186/1748-7188-3-2 |
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