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Table 4 Direct risk factors for 5 year breast cancer metastasis learned by MBIL, NPC, and GES. (IS: interaction strength as described on page 6; NA: not applicable because IS requires at least two variables)

From: Leveraging Bayesian networks and information theory to learn risk factors for breast cancer metastasis

Method

Cause

IS

MBIL

grade

NA

lymph_nodes_positive

NA

surgical_margins

NA

HER2, ER

0.1297

NPC

grade

NA

lymph_nodes_positive

NA

surgical_margins

NA

invasive

NA

GES

grade

NA

lymph_nodes_positive

NA