A Wavelet Relational Fuzzy C-Means Algorithm for 2D Gel Image Segmentation

Table 4

The average squared error (𝐹) of the WFCM and the WRFCM algorithm with and without denoising on the seven data samples.

Sample no.	𝐹; (WRFCM without denoising)	𝐹; (WRFCM with denoising)	Improvement; %	𝐹; (WFCM without denoising)	𝐹; (WFCM with denoising)	Improvement; %
Human leukemia
1	1.456453	1.456405	0.003295	1.533642	1.5383	−0.3088
2	1.474703	1.474900	−0.013358	1.588977	1.5912	−0.1439
3	1.509377	1.488963	1.352478	1.576237	1.5781	−0.1225
Human blood lymphocytes
4	1.495710	1.495196	0.034364	1.565566	1.5621	0.2178
5	1.529938	1.529718	0.014379	1.534169	1.5336	0.0343
Fetal alcohol syndrome
6	1.512667	1.616971	−6.895370	1.690317	1.6887	0.0954
7	1.537931	1.537763	0.010923	1.027005	1.7973	−75.0117
Average			−0.784755	Average		−10.7485