From: Plus ça change – evolutionary sequence divergence predicts protein subcellular localization signals
Yeast dataset | Mean accuracy | Mean AUC | Mean MCC |
---|---|---|---|
J48 | 71.47±5.00 | 0.67±0.07 | 0.36±0.12 |
SVM | 75.35±3.49 | 0.71±0.04 | 0.44±0.08 |
The majority class fraction | 65.23% | N/A | N/A |
Human dataset | |||
J48 | 69.32±4.10 | 0.72±0.07 | 0.43±0.09 |
SVM | 72.28±5.95 | 0.72±0.06 | 0.43±0.12 |
The majority class fraction | 62.41% | N/A | N/A |
Plant dataset | |||
J48 | 79.41±6.03 | 0.75±0.06 | 0.55±0.13 |
SVM | 83.47±4.01 | 0.79±0.04 | 0.64±0.09 |
The majority class fraction | 63.60% | N/A | N/A |