Research Article
A New Feature Ensemble with a Multistage Classification Scheme for Breast Cancer Diagnosis
Table 6
Total confusion matrices of the (a) FLDA, (b) LLC, and (c) LDC classifiers obtained by elevenfold cross-validation for the two-stage study.
(a) |
| | | Predicted classes | N. | B. | M. |
| Actual classes | N. | 872 | 52 | 88 | B. | 186 | 826 | 0 | M. | 142 | 5 | 865 |
|
|
(b) |
| | | Predicted classes | N. | B. | M. |
| Actual classes | N. | 835 | 105 | 72 | B. | 135 | 874 | 3 | M. | 153 | 0 | 859 |
|
|
(c) |
| | | Predicted classes | N. | B. | M. |
| Actual classes | N. | 877 | 25 | 108 | B. | 218 | 794 | 0 | M. | 228 | 2 | 782 |
|
|