============================================================================= This file contains data to test the learning functions ============================================================================= Network-Files: eight_elman_untrained.net ============== Pattern-Files: eight_016.pat ============== Description: - load network eight_elman_untrained.net ============ - load patterns eight_elman.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_elman_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: 4.66011 0.29126 2.33006 45: 4.43627 0.27727 2.21814 40: 4.23456 0.26466 2.11728 35: 4.04749 0.25297 2.02374 30: 3.86994 0.24187 1.93497 25: 3.69936 0.23121 1.84968 20: 3.53294 0.22081 1.76647 15: 3.36779 0.21049 1.68390 10: 3.20235 0.20015 1.60117 5: 3.03687 0.18980 1.51844 1: 2.90547 0.18159 1.45273 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: 5.21437 0.32590 2.60718 45: 4.83230 0.30202 2.41615 40: 4.40004 0.27500 2.20002 35: 4.04500 0.25281 2.02250 30: 3.71681 0.23230 1.85840 25: 3.38695 0.21168 1.69348 20: 3.05418 0.19089 1.52709 15: 2.72883 0.17055 1.36442 10: 2.42143 0.15134 1.21071 5: 2.13957 0.13372 1.06979 1: 1.93552 0.12097 0.96776 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: 4.52255 0.28266 2.26127 45: 2.98465 0.18654 1.49232 40: 1.61656 0.10104 0.80828 35: 1.75580 0.10974 0.87790 30: 0.28371 0.01773 0.14186 25: 0.18286 0.01143 0.09143 20: 0.14727 0.00920 0.07363 15: 0.11614 0.00726 0.05807 10: 0.07281 0.00455 0.03641 5: 0.06172 0.00386 0.03086 1: 0.05844 0.00365 0.02922 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: 4.52255 0.28266 2.26127 45: 3.19902 0.19994 1.59951 40: 1.68481 0.10530 0.84240 35: 0.86975 0.05436 0.43488 30: 0.36767 0.02298 0.18383 25: 0.25244 0.01578 0.12622 20: 0.21846 0.01365 0.10923 15: 0.17938 0.01121 0.08969 10: 0.14378 0.00899 0.07189 5: 0.11627 0.00727 0.05813 1: 0.09779 0.00611 0.04890 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: 4.66011 0.29126 2.33006 45: 4.43628 0.27727 2.21814 40: 4.23456 0.26466 2.11728 35: 4.04749 0.25297 2.02374 30: 3.86994 0.24187 1.93497 25: 3.69936 0.23121 1.84968 20: 3.53295 0.22081 1.76647 15: 3.36779 0.21049 1.68390 10: 3.20235 0.20015 1.60118 5: 3.03688 0.18980 1.51844 1: 2.90547 0.18159 1.45274 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: 5.21437 0.32590 2.60718 45: 4.83230 0.30202 2.41615 40: 4.40004 0.27500 2.20002 35: 4.04500 0.25281 2.02250 30: 3.71681 0.23230 1.85840 25: 3.38695 0.21168 1.69348 20: 3.05418 0.19089 1.52709 15: 2.72883 0.17055 1.36442 10: 2.42143 0.15134 1.21071 5: 2.13957 0.13372 1.06979 1: 1.93552 0.12097 0.96776 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: 4.52255 0.28266 2.26127 45: 2.98465 0.18654 1.49232 40: 1.61656 0.10104 0.80828 35: 1.75580 0.10974 0.87790 30: 0.28371 0.01773 0.14186 25: 0.18286 0.01143 0.09143 20: 0.14727 0.00920 0.07363 15: 0.11614 0.00726 0.05807 10: 0.07281 0.00455 0.03641 5: 0.06172 0.00386 0.03086 1: 0.05844 0.00365 0.02922 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: 4.52255 0.28266 2.26127 45: 3.19902 0.19994 1.59951 40: 1.68481 0.10530 0.84240 35: 0.86975 0.05436 0.43488 30: 0.36767 0.02298 0.18383 25: 0.25244 0.01578 0.12622 20: 0.21846 0.01365 0.10923 15: 0.17938 0.01121 0.08969 10: 0.14378 0.00899 0.07189 5: 0.11627 0.00727 0.05813 1: 0.09779 0.00611 0.04890