From: Towards sequence-based prediction of mutation-induced stability changes in unseen non-homologous proteins
Method
Evaluation
r
RMSE
SEQ-NEIGHB
0.35
1.67
SEQ-FREQ
unseen-protein
0.36
EASE
cross-validation
0.42
1.62
EASE-AA
0.51
1.54
0.34
1.61
1.60
independent test
0.41
1.56
1.48