Table 4

Performance of the classifier when the groups in which UniProt divides the protein kinase superfamily are considered individually

Group

Accuracy (%)

Precision (%)

Recall (%)

MCC


CMGC †

91.5

87.5

8.6

0.1

TKL †

68.7

70.5

70.9

0.4

TK †

71.3

69.7

68.3

0.4

RGC †

58.2

47.9

61.3

0.2

Atypical_PI3-PI4 †

70.6

47.1

100

0.8

STE

96.8

43.7

11.1

0.1

AGC †

90.8

43.3

61.1

0.5

Other

88.9

41.6

95.4

0.9

CK1

97.7

33.3

22.2

0.2

Atypical_Alpha-type

89.9

9.1

88.9

0.8

CAMK †

55.5

8.3

51.9

0.1

Atypical_ADCK

70.0

0

0

0

NEK

100

0

0

0

Atypical_RIO

100

0

0

0

Atypical_PDK-BCKDK

100

0

0

0

Atypical_FAST

100

0

0

0


Performance of the classifier when the groups in which UniProt divides the protein kinase superfamily are considered individually. Groups enriched in disease-associated mutations are indicated by †.

Izarzugaza et al. BMC Genomics 2012 13(Suppl 4):S3   doi:10.1186/1471-2164-13-S4-S3

Open Data