Table 2.
DUMB | RF | MLP | LDA | CART | NB | SVM | |
---|---|---|---|---|---|---|---|
EPO vs. LEV | 0.50 ± 0.21 | 0.88 ± 0.12 | 0.87 ± 0.14 | 0.92 ± 0.11 | 0.73 ± 0.21 | 0.87 ± 0.14 | 0.85 ± 0.15 |
EPO vs. MIN | 0.53 ± 0.28 | 1.0 ± 0.00 | 0.95 ± 0.10 | 0.90 ± 0.14 | 0.93 ± 0.9 | 0.92 ± 0.11 | 0.92 ± 0.11 |
EPO vs. NIC | 0.40 ± 0.24 | 0.70 ± 0.22 | 0.80 ± 0.16 | 0.70 ± 0.22 | 0.90 ± 0.13 | 0.65 ± 0.21 | 0.60 ± 0.20 |
EPO vs. AMT | 0.55 ± 0.23 | 0.82 ± 0.21 | 0.88 ± 0.12 | 0.78 ± 0.18 | 0.58 ± 0.18 | 0.68 ± 0.20 | 0.70 ± 0.20 |
LEV vs. MIN | 0.50 ± 0.19 | 0.93 ± 0.10 | 1.0 ± 0.00 | 0.92 ± 0.11 | 0.92 ± 0.11 | 0.95 ± 0.10 | 0.90 ± 0.20 |
LEV vs. NIC | 0.60 ± 0.20 | 0.92 ± 0.11 | 0.87 ± 0.14 | 0.85 ± 0.15 | 0.88 ± 012 | 0.92 ± 0.11 | 0.90 ± 0.13 |
LEV vs. AMT | 0.53 ± 0.28 | 0.62 ± 0.21 | 0.83 ± 0.15 | 0.95 ± 0.10 | 0.67 ± 0.21 | 0.73 ± 0.15 | 0.81 ± 0.17 |
MIN vs. NIC | 0.53 ± 0.21 | 0.88 ± 0.12 | 0.90 ± 0.13 | 0.92 ± 0.11 | 0.85 ± 0.12 | 0.87 ± 0.14 | 0.90 ± 0.13 |
MIN vs. AMT | 0.53 ± 0.19 | 0.85 ± 0.13 | 0.88 ± 0.13 | 0.90 ± 0.13 | 0.83 ± 0.15 | 0.88 ± 0.13 | 0.98 ± 0.05 |
NIC vs. AMT | 0.58 ± 0.18 | 0.73 ± .18 | 0.47 ± 0.19 | 0.72 ± 0.16 | 0.52 ± 0.26 | 0.52 ± 0.19 | 0.73 ± 0.15 |
Top performing classifiers are noted in bold for each pairwise comparison.