From: Using multitask classification methods to investigate the kinase-specific phosphorylation sites
 | CDK kinase family | CK2 kinase family | PKA kinase family | PKC kinase family | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
window size | SVM-rbf | SVM-linear | RF | SVM -rbf | SVM-linear | RF | SVM-rbf | SVM-linear | RF | SVM-rbf | SVM-linear | RF |
3 | 0.8598 | 0.8613* | 0.83 | 0.7783 | 0.7796 | 0.7326 | 0.6656 | 0.6678 | 0.6289 | 0.6723 | 0.6758 | 0.6113 |
5 | 0.8013 | 0.8122 | 0.7579 | 0.806 | 0.8112 | 0.7935 | 0.7156 | 0.7178 | 0.7111 | 0.7173 | 0.724 | 0.7069 |
7 | 0.7578 | 0.7581 | 0.7455 | 0.8655 | 0.8724 | 0.8599 | 0.7567 | 0.7533* | 0.7589 | 0.7242 | 0.7196 | 0.7253 |
9 | 0.7305 | 0.7077 | 0.7171 | 0.8706 | 0.8688 | 0.8548 | 0.7456 | 0.7489 | 0.7622 | 0.7253 | 0.7393* | 0.7183 |
11 | 0.7223 | 0.724 | 0.7226 | 0.8654 | 0.8617 | 0.8619 | 0.7433 | 0.7478 | 0.7511 | 0.7161 | 0.7298 | 0.7023 |
13 | 0.721 | 0.7103 | 0.7049 | 0.867 | 0.8705 | 0.874 | 0.7367 | 0.7378 | 0.7311 | 0.7287 | 0.7299 | 0.7299 |
15 | 0.7211 | 0.7023 | 0.7049 | 0.8724 | 0.8723 | 0.8792 | 0.7322 | 0.7267 | 0.7156 | 0.7264 | 0.7286 | 0.7253 |
17 | 0.7087 | 0.7038 | 0.717 | 0.8812 | 0.8811* | 0.874 | 0.7211 | 0.7167 | 0.7089 | 0.7253 | 0.7286 | 0.7252 |
19 | 0.7142 | 0.6995 | 0.7049 | 0.8759 | 0.8844 | 0.8757 | 0.72 | 0.6978 | 0.7167 | 0.7173 | 0.7194 | 0.7194 |
21 | 0.7263 | 0.6887 | 0.72 | 0.8759 | 0.8775 | 0.8739 | 0.7133 | 0.7022 | 0.7044 | 0.7082 | 0.7309 | 0.6999 |