============================================================================= This file contains data to test the learning functions ============================================================================= Network-Files: eight_jordan_untrained.net ============== Pattern-Files: eight_016.pat ============== Description: - load network eight_jordan_untrained.net ============ - load patterns eight_jordan.pat - do NOT press init button - set cycles to 50 - set shuffle off - for each test set: - set learing function given in test set. - set learning parameters given in test set. - set update function given in test set. - set update parameters given in test set. - press the all button - compare the results with the given results - reload network eight_jordan_untrained.net Test set 1) =========== learning function : JE_BP 0.2 0.0 0.0 0.0 0.0 update function : JE_Order 0.0 0.0 0.0 0.0 0.0 epoch: SSE MSE SSE/o-units 50: 4.15072 0.25942 2.07536 45: 3.94496 0.24656 1.97248 40: 3.75661 0.23479 1.87831 35: 3.58611 0.22413 1.79305 30: 3.42823 0.21426 1.71412 25: 3.28033 0.20502 1.64016 20: 3.14153 0.19635 1.57076 15: 3.01177 0.18824 1.50589 10: 2.89107 0.18069 1.44553 5: 2.77916 0.17370 1.38958 1: 2.69557 0.16847 1.34778 Test set 2) =========== learning function : JE_BP_Momentum 0.2 0.5 0.0 0.0 0.0 update function : JE_Order 0.0 0.0 0.0 0.0 0.0 epoch: SSE MSE SSE/o-units 50: 4.52080 0.28255 2.26040 45: 4.15255 0.25953 2.07628 40: 3.76707 0.23544 1.88353 35: 3.43124 0.21445 1.71562 30: 3.14009 0.19626 1.57005 25: 2.89296 0.18081 1.44648 20: 2.68307 0.16769 1.34154 15: 2.50166 0.15635 1.25083 10: 2.34227 0.14639 1.17113 5: 2.20122 0.13758 1.10061 1: 2.10015 0.13126 1.05007 Test set 3) =========== learning function : JE_Quickprop 0.3 2.0 0.0001 0.0 0.0 update function : JE_Order 0.0 0.0 0.0 0.0 0.0 epoch: SSE MSE SSE/o-units 50: 4.03755 0.25235 2.01878 45: 4.48787 0.28049 2.24393 40: 1.97249 0.12328 0.98625 35: 1.20086 0.07505 0.60043 30: 0.97869 0.06117 0.48934 25: 0.81339 0.05084 0.40670 20: 0.65182 0.04074 0.32591 15: 0.58970 0.03686 0.29485 10: 0.54543 0.03409 0.27271 5: 0.47943 0.02996 0.23972 1: 0.44746 0.02797 0.22373 Test set 4) =========== learning function : JE_Rprop 0.1 50.0 0.0 0.0 0.0 update function : JE_Order 0.0 0.0 0.0 0.0 0.0 epoch: SSE MSE SSE/o-units 50: 4.03755 0.25235 2.01878 45: 2.48662 0.15541 1.24331 40: 1.48365 0.09273 0.74183 35: 1.23043 0.07690 0.61521 30: 0.95986 0.05999 0.47993 25: 0.64167 0.04010 0.32083 20: 0.51971 0.03248 0.25986 15: 0.41528 0.02596 0.20764 10: 0.31944 0.01996 0.15972 5: 0.24978 0.01561 0.12489 1: 0.22247 0.01390 0.11123 Test set 5) =========== learning function : JE_BP 0.2 0.0 0.0 0.0 0.0 update function : JE_Special 0.0 0.0 0.0 0.0 0.0 epoch: SSE MSE SSE/o-units 50: 4.15072 0.25942 2.07536 45: 3.94496 0.24656 1.97248 40: 3.75661 0.23479 1.87831 35: 3.58611 0.22413 1.79305 30: 3.42823 0.21426 1.71412 25: 3.28033 0.20502 1.64016 20: 3.14153 0.19635 1.57076 15: 3.01177 0.18824 1.50589 10: 2.89107 0.18069 1.44553 5: 2.77916 0.17370 1.38958 1: 2.69557 0.16847 1.34778 Test set 6) =========== learning function : JE_BP_Momentum 0.2 0.5 0.0 0.0 0.0 update function : JE_Special 0.0 0.0 0.0 0.0 0.0 epoch: SSE MSE SSE/o-units 50: 4.52080 0.28255 2.26040 45: 4.15255 0.25953 2.07628 40: 3.76707 0.23544 1.88353 35: 3.43124 0.21445 1.71562 30: 3.14009 0.19626 1.57005 25: 2.89296 0.18081 1.44648 20: 2.68307 0.16769 1.34154 15: 2.50166 0.15635 1.25083 10: 2.34227 0.14639 1.17113 5: 2.20122 0.13758 1.10061 1: 2.10015 0.13126 1.05007 Test set 7) =========== learning function : JE_Quickprop 0.3 2.0 0.0001 0.0 0.0 update function : JE_Special 0.0 0.0 0.0 0.0 0.0 epoch: SSE MSE SSE/o-units 50: 4.03755 0.25235 2.01878 45: 4.48787 0.28049 2.24393 40: 1.97249 0.12328 0.98625 35: 1.20086 0.07505 0.60043 30: 0.97869 0.06117 0.48934 25: 0.81339 0.05084 0.40670 20: 0.65182 0.04074 0.32591 15: 0.58970 0.03686 0.29485 10: 0.54543 0.03409 0.27271 5: 0.47943 0.02996 0.23972 1: 0.44746 0.02797 0.22373 Test set 8) =========== learning function : JE_Rprop 0.1 50.0 0.0 0.0 0.0 update function : JE_Special 0.0 0.0 0.0 0.0 0.0 epoch: SSE MSE SSE/o-units 50: 4.03755 0.25235 2.01878 45: 2.48662 0.15541 1.24331 40: 1.48365 0.09273 0.74183 35: 1.23043 0.07690 0.61521 30: 0.95986 0.05999 0.47993 25: 0.64167 0.04010 0.32083 20: 0.51971 0.03248 0.25986 15: 0.41528 0.02596 0.20764 10: 0.31944 0.01996 0.15972 5: 0.24978 0.01561 0.12489 1: 0.22247 0.01390 0.11123