Additional file 1: Table S1. Household level risk factors associated with malaria infections among children. Table S2. A confusion matrix showing the predication accuracy of the BBN model based on the training dataset. Table S3. Sensitivity analysis results ranked in decreasing order of influence on model output node based on mutual information and entropy reductions.