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