NN type

Training set

Predicting set

% Accuracy of size prediction

% Accuracy of location

prediction

Conventional NN

Original

Original + thickness varying

35.5%

57.2%

Conventional NN

Original + thickness varying

Original + thickness varying

95.8%

97.0%

SN-M NN

with original

architecture

Original

Original + thickness varying

79.0%

70.6

SN-M NN

with re-optimized

architecture

Original

Original + thickness varying

86.8%

79.0%

SN-D NN

with nominal optimal

architecture

Original

Original + thickness varying

87.3%

93.1%

SN-D NN

with re-optimized

architecture

Original

Original + thickness varying

92.2%

91.2%