Empirical power across scenario.

Empirical power at nominal level α = 0.05, 0.01 and 0.001 foreach scenario (see S8 Table) for our 4 ensemble methods and 59 state-of-the-art methods. Evolution of empirical power: the difference between two experiments. For example, Excalibur (see column “test”), at alpha level 0.05 (see column alpha), for scenario proportion case/control (see column 1. Proportion case/control) has power 0.862, 0.94 and 0.975 when proportion case/control is equal to 0.2, 0.5 and 0.8 respectively. Column 0.2_0.5 is the difference in power in between column 0.2 and 0.5 (for scenario 1. Proportion case/control). Column total_evol: the sum of evolution of empirical power. Column evolution: is the interpretation of column 0.2_0.5 and 0.5_0.8 (i.e. the direction of change in power). (XLSX)