Skip to main content

Table 3 Fusion of feature-sets with Gaussian Bayes classification

From: Features analysis for identification of date and party hubs in protein interaction network of Saccharomyces Cerevisiae

Feature Fusion Average CCR
(Corr. Coef.)%
  Confusion Matrix %
    NH IC PH DH
All Features 68.3(62.3) NH 89.8 06.7 01.0 02.6
   IC 34.4 58.0 03.2 04.5
   PH 14.9 13.5 63.5 08.1
   DH 22.1 14.7 01.1 62.1
Domains 67.0(58.9) NH 90.9 03.4 01.9 03.8
   IC 36.3 47.8 04.5 11.5
   PH 18.9 02.7 71.6 06.8
   DH 20.0 08.4 13.7 57.9
Domain 66.8(58.0) NH 89.1 03.5 03.5 03.8
RepDomains   IC 35.7 47.1 06.4 10.8
   PH 14.9 04.1 73.0 08.1
   DH 16.8 10.5 14.7 57.9
Domains 70.9(64.8) NH 90.2 04.4 02.5 02.9
RepDomains PSSM-400   IC 35.0 53.5 06.4 05.1
   PH 10.8 05.4 75.7 08.1
   DH 14.7 07.4 13.7 64.2
Domains 71.7(65.4) NH 91.5 04.0 01.5 03.1
PSSM-400   IC 35.0 53.5 04.5 07.0
   PH 12.2 06.8 74.3 06.8
   DH 16.4 06.3 09.5 67.4
Domains 74.0(67.1) NH 91.2 04.2 01.6 03.0
PSSM-400   IC 31.8 57.3 05.1 05.7
Cellular1   PH 12.2 05.4 75.7 06.8
   DH 14.7 06.3 06.3 72.6
Domains 74.7(69.3) NH 91.7 04.4 01.5 02.5
PSSM-400   IC 31.8 58.0 05.1 05.1
Cellular1   PH 09.5 08.1 75.7 06.8
CompPair2Gaps   DH 15.8 05.3 05.3 73.7
Domains 74.9(69.9) NH 92.1 04.1 01.5 02.2
PSSM-400   IC 31.2 59.2 05.1 04.5
Cellular1   PH 13.5 06.8 74.3 05.4
CompPair2Gaps
CompPair1Gap
  DH 14.7 07.4 04.2 73.7