PERCEPTRON

PERCEPTRONPERCEPTRON Epochs Total Error Patterns Classified Correctly 5000 75 27- BPOS Network simulated with training patterns gave 294 Total Error and just 12 patterns classified correctly BACKPROPAGATION LM 1 Hidden Layer Nodes Total Error Patterns Classified Co...

PERCEPTRON Epochs Total Error Patterns Classified Correctly 5000 75 27- BPOS Network simulated with training patterns gave 294 Total Error and just 12 patterns classified correctly BACKPROPAGATION LM 1 Hidden Layer Nodes Total Error Patterns Classified Correctly 8 76 2,4 – ABPOS 12,15,17,18 – APOS 42,43,45,46,47,50 9 70 36,37,38,39,40,41,42,43,44,45,46,47,48,49,50 - OPOS 10 72 33 – ONEG 37,38,39,40,41,42,43,45,46,47,48,49,50 – OPOS 11 74 12 – APOS 26,27 – BPOS 36,37,41,42,43,44,45,46,48,49 – OPOS 12 66 20,21,23,24,25,26,27 – BPOS 30 – ONEG 36,37,38,40,42,46,47,48,50 – OPOS 13 72 5 – ABPOS 20 – BPOS 36,37,38,39,40,42,43,45,46,47,48,49 – OPOS 14 80 5 – ABPOS 17,18 – APOS 23 – BPOS 30,32 – ONEG 36,38,44,49 – OPOS 20 76 5 – ABPOS 9,12,13,16,17 – APOS 38,42,45,46,48,50 – OPOS 30 74 6 – ANEG 9,10,15 – APOS 20 – BPOS 30,31,33,34 – ONEG 37,40,46,50 – OPOS 2 Hidden Layers Nodes/ Total Error Patterns Classified Correctly Layer 7 78 10,11,17 – APOS 20,21,22,24,25,26,28,29 - BPOS 8 74 9,10,11,14,17 – APOS 20,21 – BPOS 39,41,42,46,48,49 – OPOS 9 72 20,21,24,25,29 – BPOS 31 – ONEG 36,39,42,43,45,46,47,48 – OPOS 10 70 12 – APOS 30,35 – ONEG 36,37,38,40,41,42,44,45,46,47,48,49 – OPOS 3 Hidden Layers Nodes/ Total Error Patterns Classified Correctly Layer 5 82 20,22,23,24,25,26,27,28,29 – BPOS 6 78 20,21,22,23,24,25,26,27,28,29 – BPOS 33 – ONEG 7 80 21,23,24,25,28,29 – BPOS 39,40,41,50 – OPOS 8 70 21 – BPOS 31 – ONEG 36,37,38,39,40,42,43,44,45,46,47,48,49 – OPOS RADIAL BASIS NEURAL NETWORK Spread Goal Total Error Patterns Classified Correctly 0.8 0 84 5 – ABPOS 13,16 – APOS 41,45,47,48,50 – OPOS 1 0 78 5 – ABPOS 13,16 – APOS 36,37,38,41,44,47,48,50 – OPOS 1.5 0 78 6 – ANEG 10,11,14,16,17 – APOS 20,23 – BPOS 30 – ONEG 38,47 – OPOS 2 0 84 5 - ABPOS 6 – ANEG 10,16,17 – APOS 30 – ONEG 38,41 – OPOS 2.5 0 86 5 – ABPOS 10,17 – APOS 22 – BPOS 35 – ONEG 38,41 - OPOS 3 0 88 5 – ABPOS 10,17 – APOS 22 – BPOS 35 – ONEG 38 – OPOS 1 0.1 84 5 – ABPOS 23 – BPOS 38,41,45,47,48,50 – OPOS 1.5 0.1 78 6 – ANEG 10,16,17 – APOS 20,23 – BPOS 30 – ONEG 38,41,47,50 – OPOS 1 0.2 84 5 – ABPOS 6 – ANEG 16 – APOS 38,42,45,47,50 – OPOS 1.5 0.2 78 6 – ANEG 10,16,17 – APOS 20,23 – BPOS 30 – ONEG 38,41,47,50 - OPOS

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PERCEPTRON

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