Table 7 Comparison with previous methods
From: In silico approaches for designing highly effective cell penetrating peptides
Benchmark datasets | Previous accuracy | Accuracy of models | ||
|---|---|---|---|---|
Composition based model | Dipeptide based model | Hybrid model | ||
Sanders-2011a | 95.94 | 96.40 | 98.65 | 97.75 |
Sanders-2011b | 75.86 | 82.07 | 83.45 | 83.45 |
Sanders-2011c | 88.73 | 88.74 | 89.64 | 90.09 |
Dobchev-2010 | 83.16 | 81.63 | 81.63 | 83.33 |
Hansen-2008 | 67.44 | 78.82 | 83.53 | 80.00 |
Hallbrink-2005 | 77.27 | 92.75 | 95.65 | 97.06 |