Classifying kinase conformations using a machine learning approach

BMC Bioinformatics

Table 1 Top 15 ePK selected features

Feature	Activation segment location	PKA positions	Average rank
Pd_137-140	N-terminal	184–187	2.88
Φ_141	N-terminal	188	4.20
Pd_140-143	N-terminal	187–190	7.95
Pd_141-144	N-terminal	188–191	8.95
Φ_142	N-terminal	189	9.57
Φ_143	N-terminal	190	10.15
Ψ_139	N-terminal	186	10.65
Φ_138	N-terminal	185	14.15
Pd_139-142	N-terminal	186–189	20.75
Pd_155-158	C-terminal	200–203	22.15
Pd_138-141	N-terminal	185–188	27.00
Pd_135-138	N-terminal	182–185	27.25
Pd_136-139	N-terminal	183–186	30.02
Pd_154-157	C-terminal	199–202	31.02
Φ_142	N-terminal	189	32.20

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