Research Article
Toward a General-Purpose Heterogeneous Ensemble for Pattern Classification
Table 7
Comparisons between all the pairs of methods tested in Table
6.
| | | SVM | RS-SVM | GPC | RS_AB | RS_RB | DL1 | DL2 | DL3 | S_D | E1 | E2 | E3 | E4 |
| | SVM | — | ND | ND | ND | ND | W | W | W | W | ND | L | L | L | | RS-SVM | — | — | ND | ND | W | ND | ND | W | ND | L | L | L | L | | GPC | — | — | — | L | ND | W | W | W | W | L | L | L | L | | RS_AB | — | — | — | — | ND | W | W | W | W | ND | L | L | L | | RS_RB | — | — | — | — | — | ND | ND | W | ND | ND | L | L | L | | DL1 | — | — | — | — | — | — | W | W | ND | L | L | L | L | | DL2 | — | — | — | — | — | — | — | W | ND | L | L | L | L | | DL3 | — | — | — | — | — | — | — | — | L | L | L | L | L | | S_D | — | — | — | — | — | — | — | — | — | L | L | L | L | | E1 | — | — | — | — | — | — | — | — | — | — | ND | ND | ND | | E2 | — | — | — | — | — | — | — | — | — | — | — | ND | ND | | E3 | — | — | — | — | — | — | — | — | — | — | — | — | ND |
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