============================================================================= This file contains data to test the learning functions ============================================================================= Network-Files: letseq_untrained.net ============== Pattern-Files: letseq_train.pat ============== Description: - load network letseq_untrained.net ============ - load patterns letseq_train.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 letseq_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: 2443.41919 0.81829 407.23654 45: 1967.71216 0.65898 327.95203 40: 1945.15869 0.65143 324.19312 35: 1932.37512 0.64715 322.06253 30: 1927.02405 0.64535 321.17068 25: 1924.20728 0.64441 320.70120 20: 1922.32935 0.64378 320.38821 15: 1920.95422 0.64332 320.15903 10: 1919.92957 0.64298 319.98825 5: 1919.18176 0.64273 319.86362 1: 1918.72192 0.64257 319.78699 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: 2299.23633 0.77001 383.20605 45: 1940.69067 0.64993 323.44846 40: 1928.97119 0.64601 321.49521 35: 1924.74207 0.64459 320.79034 30: 1922.88293 0.64397 320.48050 25: 1921.99377 0.64367 320.33231 20: 1921.47021 0.64349 320.24503 15: 1921.12415 0.64338 320.18735 10: 1920.87244 0.64329 320.14542 5: 1920.67578 0.64323 320.11264 1: 1920.54810 0.64318 320.09134 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: 5434.64062 1.82004 905.77344 45: 7522.88721 2.51939 1253.81458 40: 6292.01709 2.10717 1048.66956 35: 5435.19775 1.82023 905.86627 30: 6004.00586 2.01072 1000.66766 25: 7073.52441 2.36890 1178.92078 20: 5555.14258 1.86040 925.85712 15: 7609.96484 2.54855 1268.32751 10: 5322.99658 1.78265 887.16608 5: 6655.99365 2.22907 1109.33228 1: 5883.22119 1.97027 980.53687 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: 5434.64062 1.82004 905.77344 45: 3022.28174 1.01215 503.71362 40: 2336.67163 0.78254 389.44528 35: 2055.28149 0.68831 342.54691 30: 1929.24146 0.64610 321.54025 25: 1903.56677 0.63750 317.26114 20: 1892.60681 0.63383 315.43448 15: 1890.64722 0.63317 315.10788 10: 1890.46191 0.63311 315.07700 5: 1890.36511 0.63308 315.06085 1: 1890.33557 0.63307 315.05594 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: 2443.41943 0.81829 407.23657 45: 1967.71216 0.65898 327.95203 40: 1945.15820 0.65143 324.19302 35: 1932.37439 0.64714 322.06241 30: 1927.02344 0.64535 321.17056 25: 1924.20728 0.64441 320.70120 20: 1922.32910 0.64378 320.38818 15: 1920.95435 0.64332 320.15906 10: 1919.92944 0.64298 319.98825 5: 1919.18188 0.64273 319.86365 1: 1918.72217 0.64257 319.78702 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: 2299.23633 0.77001 383.20605 45: 1940.69067 0.64993 323.44846 40: 1928.97119 0.64601 321.49521 35: 1924.74207 0.64459 320.79034 30: 1922.88293 0.64397 320.48050 25: 1921.99377 0.64367 320.33231 20: 1921.47021 0.64349 320.24503 15: 1921.12415 0.64338 320.18735 10: 1920.87244 0.64329 320.14542 5: 1920.67578 0.64323 320.11264 1: 1920.54810 0.64318 320.09134 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: 5434.64062 1.82004 905.77344 45: 7522.88721 2.51939 1253.81458 40: 6292.01709 2.10717 1048.66956 35: 5435.19775 1.82023 905.86627 30: 6004.00586 2.01072 1000.66766 25: 7073.52441 2.36890 1178.92078 20: 5555.14258 1.86040 925.85712 15: 7609.96484 2.54855 1268.32751 10: 5322.99658 1.78265 887.16608 5: 6655.99365 2.22907 1109.33228 1: 5883.22119 1.97027 980.53687 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: 5434.64062 1.82004 905.77344 45: 2778.15088 0.93039 463.02515 40: 2425.45947 0.81228 404.24326 35: 2154.22510 0.72144 359.03751 30: 1978.34998 0.66254 329.72501 25: 1915.36108 0.64145 319.22684 20: 1899.89709 0.63627 316.64951 15: 1893.70703 0.63420 315.61783 10: 1891.51941 0.63346 315.25323 5: 1890.86426 0.63324 315.14404 1: 1890.64331 0.63317 315.10721