Research Article
A Wavelet Relational Fuzzy C-Means Algorithm for 2D Gel Image Segmentation
Table 2
The average squared error (
) of the FCM algorithm, the WFCM algorithm, and the WRFCM algorithm on the seven data samples.
| | Sample no. | F
(FCM) | F
(WFCM) | F
(WRFCM) | Improvement
% |
| | Human leukemia | | 1 | 5.2670 | 1.5336 | 1.4564 | 5.033907 | | 2 | 4.8006 | 1.5889 | 1.4747 | 7.187362 | | 3 | 4.7877 | 1.5762 | 1.5093 | 4.244385 |
| | Human blood lymphocytes | | 4 | 5.0801 | 1.5655 | 1.4957 | 4.458639 | | 5 | 5.4390 | 1.5341 | 1.5299 | 0.273776 |
| | Fetal alcohol syndrome | | 6 | 4.4498 | 1.6903 | 1.5126 | 10.51293 | | 7 | 4.3001 | 1.0270 | 1.5379 | −49.7468 |
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