Table 4.
Output of the training process of the CBCE for the input parameter “ensemble size” equals 3.
| Step 1 | Step 3 | ||
|---|---|---|---|
|
| |||
| Centroids | Number of Instances in Each Cluster | Support Matrix | |
| 1 | [0,1,0,0,0,0,0,0,0,0,0,0,0,0] | 14 0 0 17 0 2 0 | 0.3 −1 −1 0.4 −1 −0.6 −1 |
| 2 | [0,0,0,0,0,0,1,0,0,0,0,0,0,0] | 0 0 0 0 0 0 25 | −1 −1 −1 −1 −1 −1 1 |
| 3 | [0,0,1,0,0,0,0,0,1,0,0,0,0,0] | 0 69 0 0 0 0 0 | −1 1 −1 −1 −1 −1 −1 |
| 4 | [0,0,0,1,1,0,0,0,0,0,0,0,0,0] | 0 0 1 0 12 0 0 | −1 −1 −0.5 −1 0.9 −1 −1 |
| 5 | [0,0,0,0,1,1,0,0,0,0,0,0,1,0] | 0 0 16 0 2 0 0 | −1 −1 0.9 −1 −0.2 −1 −1 |
| 6 | [0,0,0,1,0,0,0,0,0,0,0,0,0,0] | 0 0 0 0 1 0 0 | −1 −1 −1 −1 1 −1 −1 |
| 7 | [0,0,0,0,0,0,0,0,1,0,0,0,0,0] | 0 13 0 0 0 0 0 | −1 1 −1 −1 −1 −1 −1 |
| 8 | [0,0,1,0,0,0,0,0,0,0,0,0,0,0] | 0 10 0 1 0 0 0 | −1 0.9 −1 −0.4 −1 −1 −1 |
| 9 | [1,0,0,1,1,1,0,0,0,1,1,0,1,0] | 0 0 1 0 0 3 0 | −1 −1 0.1 −1 −1 0.7 −1 |
| 10 | [0,0,0,1,0,1,0,1,0,0,1,0,1,0] | 0 0 0 0 0 1 0 | −1 −1 −1 −1 −1 1 −1 |
| 11 | [0,0,0,1,1,0,0,1,0,1,0,0,0,0] | 0 0 0 0 1 0 0 | −1 −1 −1 −1 1 −1 −1 |
| 12 | [0,0,0,0,1,1,0,0,0,1,1,0,1,0] | 0 0 0 0 0 2 0 | −1 −1 −1 −1 −1 1 −1 |
| 13 | [0,0,0,0,1,1,0,1,0,1,1,0,0,0] | 0 0 1 0 0 0 0 | −1 −1 1 −1 −1 −1 −1 |
|
| |||
| 1 | [0,0,0,0,0,0,0,0,0,0,0,0,0,1] | 14 0 0 0 0 0 0 | 1 −1 −1 −1 −1 −1 −1 |
| 2 | [0,1,0,0,0,0,0,0,0,0,0,0,0,0] | 0 2 1 18 0 0 0 | −1 −0.3 −0.7 0.8 −1 −1 −1 |
| 3 | [0,0,0,0,0,0,1,0,0,0,0,0,0,0] | 0 0 0 0 0 0 24 | −1 −1 −1 −1 −1 −1 1 |
| 4 | [0,0,1,0,0,0,0,0,1,0,0,0,0,0] | 0 74 0 0 0 0 0 | −1 1 −1 −1 −1 −1 −1 |
| 5 | [0,1,0,0,0,0,1,0,0,0,0,0,0,0] | 0 0 0 0 0 0 1 | −1 −1 −1 −1 −1 −1 1 |
| 6 | [0,0,0,1,1,0,0,0,0,0,0,0,0,0] | 0 0 2 0 13 3 0 | −1 −1 −0.2 −1 0.7 0.03 −1 |
| 7 | [0,1,1,0,0,0,0,0,1,0,0,0,0,0] | 0 11 0 0 0 0 0 | −1 1 −1 −1 −1 −1 −1 |
| 8 | [1,0,0,0,0,1,0,0,0,1,0,0,0,0] | 0 0 2 0 0 2 0 | −1 −1 0.4 −1 −1 0.4 −1 |
| 9 | [0,0,0,0,1,1,0,0,0,0,0,0,1,0] | 0 0 14 0 2 2 0 | −1 −1 0.7 −1 −0.2 −0.2 −1 |
| 10 | [0,0,0,1,0,0,0,0,0,0,0,0,0,0] | 0 0 0 0 1 1 0 | −1 −1 −1 −1 0.4 0.4 −1 |
| 11 | [0,1,0,0,0,0,0,0,1,0,0,0,0,0] | 0 5 0 0 0 0 0 | −1 1 −1 −1 −1 −1 −1 |
|
| |||
| 1 | [0,0,0,0,0,0,0,0,0,0,0,0,0,1] | 9 3 0 0 0 0 0 | 0.7 0.1 −1 −1 −1 −1 −1 |
| 2 | [0,1,0,0,0,0,0,0,0,0,0,0,0,0] | 0 18 0 18 0 0 1 | −1 0.4 −1 0.4 −1 −1 −0.8 |
| 3 | [0,0,1,0,0,0,0,0,1,0,0,0,0,0] | 0 71 0 0 1 0 24 | −1 0.7 −1 −1 −0.9 −1 0.1 |
| 4 | [0,0,0,1,1,0,0,0,0,0,0,0,0,0] | 0 0 1 0 15 0 0 | −1 −1 −0.6 −1 0.9 −1 −1 |
| 5 | [0,0,0,0,0,1,0,0,0,1,0,0,1,0] | 0 0 0 0 0 3 0 | −1 −1 −1 −1 −1 1 −1 |
| 6 | [0,0,0,0,1,1,0,0,0,0,0,0,1,0] | 0 0 18 0 0 5 0 | −1 −1 0.8 −1 −1 0.1 −1 |
| 7 | [0,1,0,0,0,0,0,0,0,0,0,0,0,1] | 5 0 0 0 0 0 0 | 1 −1 −1 −1 −1 −1 −1 |