|
Predictive performance of SVM based on singe sequence inputs of different local window sizes. More details for prediction accuracy measurement are given in the Methods section. The results were obtained by 5-fold cross-validation. |
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| Window size |
Prediction accuracy (%) |
|||
|
|
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| Q2 |
MCC |
Sensitivity |
Specificity |
|
|
|
||||
| 3 |
61.2 |
0.22 |
64.4 |
57.9 |
| 5 |
62.5 |
0.25 |
63.3 |
61.6 |
| 7 |
61.8 |
0.24 |
61.4 |
62.3 |
| 9 |
62.1 |
0.24 |
61.1 |
63.2 |
| 11 |
62.8 |
0.26 |
56.6 |
68.7 |
| 13 |
61.7 |
0.23 |
59.2 |
63.8 |
| 15 |
61.6 |
0.23 |
55.4 |
67.6 |
| 17 |
61.0 |
0.22 |
56.3 |
65.6 |
| 19 |
59.8 |
0.19 |
55.4 |
63.9 |
Song et al. BMC Bioinformatics 2006 7:124 doi:10.1186/1471-2105-7-124 |
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