Table 1 Combination of multiple classifier systems with (a) 3 class labels and (b) 6 class labels using majority voting (C MAJ ), score combination (C SC ), and rank combination (C RC )
From: The diversity rank-score function for combining human visual perception systems
a | |||||||
|---|---|---|---|---|---|---|---|
Classifier | C 1 | C 2 | C 3 | C 4 | C MAJ | C SC | C RC |
Class label | |||||||
A(score, rank) | (0.74, 1) | (0.05, 3) | (0.55, 1) | (0.31, 3) | 2 | 0.41 | 2 |
B(score, rank) | (0.14, 2) | (0.48, 1) | (0.25, 2) | (0.33, 2) | 1 | 0.30 | 1.75 |
C(score, rank) | (0.12, 3) | (0.47, 2) | (0.20, 3) | (0.36, 1) | 1 | 0.29 | 2.25 |
Class label | A | B | A | C | A | A | B |
b | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
Classifier | C 1 | C 2 | C 3 | C 4 | C MAJ | C SC | C RC | ||||
Class label | s | r | s | r | s | r | s | r | |||
A | 0.32 | 1 | 0.05 | 3 | 0.03 | 6 | 0.30 | 1 | 2 | 0.18 | 2.75 |
B | 0.11 | 4 | 0.04 | 4 | 0.25 | 2 | 0.11 | 4 | 0 | 0.13 | 3.5 |
C | 0.01 | 6 | 0.03 | 5 | 0.45 | 1 | 0.08 | 5 | 1 | 0.14 | 4.25 |
D | 0.27 | 2 | 0.81 | 1 | 0.04 | 5 | 0.22 | 3 | 1 | 0.34 | 2.75 |
E | 0.05 | 5 | 0.01 | 6 | 0.11 | 4 | 0.06 | 6 | 0 | 0.06 | 5.25 |
F | 0.24 | 3 | 0.06 | 2 | 0.12 | 3 | 0.23 | 2 | 0 | 0.16 | 2.5 |
Class label | A | D | C | A | A | D | F | ||||