Fig. 9

Sample of the obtained results, using LEfSe, RegLRSD, t-Test, edgeR, and MetaStats algorithms, that studies the impact of obesity and gender over the ACVD dataset (i.e., scenarios 2, 3, and 4 in Table 2). The results in the first, second and third column correspond to scenario 2, 3, and 4, respectively. The first row displays the achieved BACC performance over the three scenarios. The second row shows the suggested 20 markers by the RegLRSD algorithm. The third row presents the overlapping between the suggested 20 markers by the five BD algorithms