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Table 4 Gene set selection results on the tuberculosis datasets for ATB versus others classification

From: Integrating gene set analysis and nonlinear predictive modeling of disease phenotypes using a Bayesian multitask formulation

SBMKL on ADULT

SBMKL on PEDIATRIC

SBMTMKL on ADULT and PEDIATRIC

Pathway name

Frequency

Pathway name

Frequency

Pathway name

Frequency

ERBB_NETWORK_PATHWAY

0.73

A6B1_A6B4_INTEGRIN_PATHWAY

0.31

RHODOPSIN_PATHWAY

0.67

AP1_PATHWAY

0.55

RAS_PATHWAY

0.27

ERBB_NETWORK_PATHWAY

0.63

CONE_PATHWAY

0.44

INTEGRIN1_PATHWAY

0.24

AP1_PATHWAY

0.60

AR_TF_PATHWAY

0.42

RAC1_PATHWAY

0.21

SYNDECAN_1_PATHWAY

0.51

CERAMIDE_PATHWAY

0.31

RHODOPSIN_PATHWAY

0.20

PLK1_PATHWAY

0.50

RHODOPSIN_PATHWAY

0.31

SYNDECAN_1_PATHWAY

0.17

CERAMIDE_PATHWAY

0.42

SYNDECAN_1_PATHWAY

0.29

ATM_PATHWAY

0.16

ATM_PATHWAY

0.41

FANCONI_PATHWAY

0.25

ATF2_PATHWAY

0.15

AR_TF_PATHWAY

0.40

RXR_VDR_PATHWAY

0.24

THROMBIN_PAR1_PATHWAY

0.15

ATF2_PATHWAY

0.37

HNF3BPATHWAY

0.23

IL12_2PATHWAY

0.13

HNF3APATHWAY

0.35

  1. The table displays the top 10 most frequently selected gene sets together with their selection frequencies for three scenarios