Table 3 Average AUCs (+ standard deviation) across 100 repetitions of cross validation from the models corresponding to different combinations of three classifiers (column 1) and four feature ranking methods (column 2) for five different classification tasks (columns 3–6: Experiment 1A, 1B, 1C, 2A, and 2B)

0.66 ± 0.11

0.64 ± 0.19

0.56 ± 0.15

0.62 ± 0.08

0.65 ± 0.12

0.64 ± 0.11

0.61 ± 0.16

0.55 ± 0.14

0.61 ± 0.08

0.66 ± 0.12

0.68 ± 0.12

0.67 ± 0.18

0.53 ± 0.17

0.61 ± 0.10

0.63 ± 0.13

0.67 ± 0.13

0.65 ± 0.17

0.54 ± 0.17

0.62 ± 0.10

0.64 ± 0.12

0.65 ± 0.11

0.62 ± 0.19

0.57 ± 0.15

0.63 ± 0.09

0.65 ± 0.09

0.63 ± 0.12

0.61 ± 0.18

0.53 ± 0.16

0.62 ± 0.08

0.64 ± 0.12

0.65 ± 0.13

0.66 ± 0.19

0.54 ± 0.15

0.61 ± 0.09

0.64 ± 0.12

0.64 ± 0.13

0.64 ± 0.21

0.55 ± 0.15

0.61 ± 0.09

0.66 ± 0.12

0.62 ± 0.13

0.60 ± 0.18

0.54 ± 0.15

0.61 ± 0.09

0.64 ± 0.12

0.59 ± 0.13

0.59 ± 0.15

0.52 ± 0.16

0.62 ± 0.09

0.63 ± 0.11

0.61 ± 0.14

0.61 ± 0.17

0.51 ± 0.15

0.58 ± 0.11

0.62 ± 0.14

0.63 ± 0.12

0.62 ± 0.18

0.53 ± 0.16

0.60 ± 0.10

0.63 ± 0.12