Table 2 The number of epochs needed to train the different algorithms in various color component combinations {C}.
From: Feature extraction for the analysis of colon status from the endoscopic images
C = {I, R, G, B, H, S} | |||
|---|---|---|---|
Number of Hidden Neurons | Training Epochs | ||
Marquardt Algorithm | SCG Algorithm | RPROP Algorithm | |
5 | 33 | 3294 | 11102 |
10 | 28 | 1583 | 2435 |
15 | 17 | 1798 | 2090 |
20 | 27 | 1256 | 1093 |
25 | 19 | 922 | 524 |
C = {I, R, G, B} | |||
5 | 20 | 2281 | 100000 |
10 | 23 | 2795 | 36776 |
15 | 37 | 1380 | 5294 |
20 | 27 | 1184 | 1579 |
25 | 37 | 1019 | 1362 |
C = {H, S, I} | |||
5 | 30 | 1293 | 100000 |
10 | 23 | 2647 | 28238 |
15 | 22 | 1601 | 2337 |
20 | 21 | 976 | 9683 |
25 | 26 | 961 | 2480 |
C = {H, S} | |||
5 | 17 | 2256 | 75574 |
10 | 22 | 3728 | 12624 |
15 | 35 | 1948 | 27195 |
20 | 58 | 2012 | 6269 |
25 | 34 | 2396 | 4403 |