Prediction of Post-translational Modificaitons
Dataset download
- The reference dataset used in PostMod can be downloaded from following link
- [Dataset download]
Source code download
Performance variation- Kinase: Accuracy, Precision, Recall
- CDK_group: 0.93, 0.61, 0.79
- GSK-3_group: 0.92, 0.64, 0.21
- PLK1: 0.91, 0.5, 0.02
- GRK_group: 0.91, 0.6, 0.08
- EGFR: 0.92, 0.67, 0.23
- MAPK14: 0.92, 0.59, 0.52
- InsR: 0.93, 0.67, 0.36
- CK2_group: 0.95, 0.75, 0.6
- AMPK_group: 0.93, 0.85, 0.29
- MAPKAPK2: 0.91, 0.5, 0.12
- CK1_group: 0.91, 0.45, 0.15
- PKA_group: 0.95, 0.82, 0.55
- PKC: 0.93, 0.75, 0.27
- Syk: 0.94, 0.76, 0.51
- Fyn: 0.91, 0.64, 0.14
- MAPK_group: 0.93, 0.62, 0.56
- MAPK3: 0.95, 0.71, 0.74
- MAPK1: 0.94, 0.68, 0.75
- MAPK8: 0.93, 0.61, 0.64
- Lck: 0.93, 0.82, 0.26
- PKC_group: 0.93, 0.81, 0.25
- Src: 0.92, 0.63, 0.19
- IGF1R: 0.93, 0.65, 0.42
- ATM: 0.94, 0.8, 0.49
- Abl: 0.92, 0.67, 0.21
- PDK-1: 0.95, 0.77, 0.66
- PKA: 0.94, 0.91, 0.32
- IKK_group: 0.91, 0.45, 0.14
- CaM-KIIalpha: 0.91, 0.5, 0.15
- GSK-3beta: 0.91, 0.57, 0.15
- CaM-KII_group: 0.93, 0.88, 0.27
- PKB_group: 0.94, 0.78, 0.43
- CDK1: 0.94, 0.62, 0.8
- CDK2: 0.95, 0.68, 0.81
- CK2: 0.94, 0.8, 0.53
- Lyn: 0.92, 0.75, 0.13
- RSK_group: 0.92, 0.63, 0.43
- DNA-PK: 0.9, 0.4, 0.29
- Aurora: 0.94, 0.94, 0.31
- Met: 0.96, 0.73, 0.85
- PHK_group: 0.89, 0.25, 0.1
- GRK-2: 0.91, 0.44, 0.14
- ROCK_group: 0.93, 0.86, 0.26
- FGFR1: 0.93, 0.78, 0.3
- PDGFR: 0.94, 1, 0.33
- CK1: 0.9, 0.38, 0.08
- CDK5: 0.95, 0.75, 0.68
- PAK1: 0.92, 0.63, 0.18
