Table 3: Micro- and macroaveraged accuracies of seven combinations of gene symbols with three other features.

Feature combination Number of features miAccuracy maAccuracy (mean) maAccuracy (SD) Gene (baseline) 21,286 0.57 0.57 0.019 Gene + gMutation 101,151 0.58 0.58 0.019 Gene + Pathway 21,571 0.58 0.58 0.010 Gene + Chromosome 21,311 0.60 0.60 0.022 Gene + gMutation + Pathway 101,436 0.60 0.60 0.013 Gene + gMutation + Chromosome 101,176 0.62 0.62 0.021 Gene + gMutation + Chromosome + Pathway 101,461 0.60 0.60 0.015

Note: miAccuracy represents the microaverage accuracy; maAccuracy represents the macroaverage accuracy, which is reported in mean and standard deviation (SD) over 10 accuracies from 10-fold cross validation.