Classifying kinase conformations using a machine learning approach

BMC Bioinformatics

Table 5 Top 20 non-CMGC STK selected features

Feature	Activation segment location	PKA positions	Average rank
Pd_137-140	N-terminal	184–187	5.30
Pd_155-158	C-terminal	200–203	15.23
Pd_136-139	N-terminal	183–186	19.77
Φ_155	C-terminal	200	27.30
Pd_141-144	N-terminal	188–191	27.98
Pd_139-142	N-terminal	186–189	28.90
Φ_139	N-terminal	186	34.55
Ψ_139	N-terminal	186	34.83
Ψ_141	N-terminal	188	38.37
Pd_140-143	N-terminal	187–190	40.02
Ψ_144	N-terminal	191	40.65
Pd_135-138	N-terminal	182–185	42.88
Pd_138-141	N-terminal	185–188	44.73
Ψ_154	C-terminal	199	47.73
Φ_137	N-terminal	184	48.65
Φ_155	C-terminal	200	49.75
Φ_154	C-terminal	199	53.75
Ψ_143	N-terminal	190	59.55
Ψ_138	N-terminal	185	61.13
Ψ_156	C-terminal	201	65.42

ISSN: 1471-2105