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Table 2 The individual variable effects learned from the METABRIC dataset. The p-values were obtained using the chi-square test

From: Discovering causal interactions using Bayesian network scoring and information gain

Variable 5 year BC death 10 year BC death 15 year BC death
  BNPP p-value BNPP p-value BNPP p-value
P53_mutation_status 1 0 0.97 0.001 0.936 0.0004
HER2_Status 1 0 1 0 0.853 0.0006
chemo 1 0 1 0 0.999 0
PR_category 1 0 1 0 0.971 0.002
hormone 0.880 0.112 0.410 0.120 0.999 0
radiation 0.240 0.320 0.170 1 0.280 0.576
ER_category 1 0 1 0 0.889 0.002
overall_stage 1 0 1 0 1 0
menopausal_status 0.940 0.019 0.190 0.76 0.421 0.554
histological 0.450 0.0250 0.940 0.002 0.913 0.055
lymph_nodes_pos 1 0 1 0 1 0
percent_nodes_positive 1 0 1 0 0.999 0
overall_grade 1 0 1 0 0.999 0.0001
size 1 0 1 0 0.954 0.014
age_at_diagnosis 1 0 1 0 0.950 0.0003
axillary_nodes_removed 0.160 0.113 0.950 0.003 0.147 0.567