All NN total SR values are higher than the previous classification. The highest value, obtained with the 4-4-1 NN, was 87%
This is due to a rather well balanced training set (75 favourable and 65 unfavourable chip form cases)
|
NN CONFIGURATION |
NN SR FAVOURABLE(LOOSE/SHORT) |
NN SR UNFAVOURABLE (SNARLED/LONG) |
NN SR TOTAL |
|
4 - 4 - 1 |
84 |
90 |
87 |
|
4 -8 - 1 |
84 |
86 |
85 |
|
4 - 16 - 1 |
72 |
67 |
70 |
|
8 - 8 - 1 |
82 |
70 |
77 |
|
8 - 16 -1 |
56 |
56 |
56 |
|
8 - 32 - 1 |
53 |
55 |
54 |
|
16 - 16 - 1 |
57 |
73 |
65 |
|
16 - 32 - 1 |
54 |
64 |
59 |
|
16 - 64 - 1 |
49 |
56 |
52 |