============================================================================= This file contains data to test the learning functions ============================================================================= Network-Files: laser_untrained.net ============== Pattern-Files: laser_999.pat ============== Description: - load network laser_untrained.net ============ - load patterns laser.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 laser_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: 35.55399 0.03559 35.55399 45: 34.66832 0.03470 34.66832 40: 33.92725 0.03396 33.92725 35: 32.45032 0.03248 32.45032 30: 29.36165 0.02939 29.36165 25: 26.55363 0.02658 26.55363 20: 25.68571 0.02571 25.68571 15: 25.25924 0.02528 25.25924 10: 24.93546 0.02496 24.93546 5: 24.66619 0.02469 24.66619 1: 24.47758 0.02450 24.47758 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: 36.76780 0.03680 36.76780 45: 35.15368 0.03519 35.15368 40: 30.40693 0.03044 30.40693 35: 26.61618 0.02664 26.61618 30: 25.80517 0.02583 25.80517 25: 25.23608 0.02526 25.23608 20: 24.77926 0.02480 24.77926 15: 24.39021 0.02441 24.39021 10: 24.05173 0.02408 24.05173 5: 23.75682 0.02378 23.75682 1: 23.54969 0.02357 23.54969 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: 22.34327 0.02237 22.34327 45: 88.67303 0.08876 88.67303 40: 88.81206 0.08890 88.81206 35: 88.81206 0.08890 88.81206 30: 88.81206 0.08890 88.81206 25: 618.72913 0.61935 618.72913 20: 618.72760 0.61935 618.72760 15: 99.77502 0.09987 99.77502 10: 599.80621 0.60041 599.80621 5: 201.75929 0.20196 201.75929 1: 618.72949 0.61935 618.72949 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: 54.92546 0.05498 54.92546 45: 34.59180 0.03463 34.59180 40: 32.92856 0.03296 32.92856 35: 29.46736 0.02950 29.46736 30: 25.46526 0.02549 25.46526 25: 22.72634 0.02275 22.72634 20: 22.16829 0.02219 22.16829 15: 22.08305 0.02211 22.08305 10: 22.07252 0.02209 22.07252 5: 22.05983 0.02208 22.05983 1: 22.04969 0.02207 22.04969 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: 35.55399 0.03559 35.55399 45: 34.66833 0.03470 34.66833 40: 33.92725 0.03396 33.92725 35: 32.45032 0.03248 32.45032 30: 29.36166 0.02939 29.36166 25: 26.55363 0.02658 26.55363 20: 25.68571 0.02571 25.68571 15: 25.25925 0.02528 25.25925 10: 24.93546 0.02496 24.93546 5: 24.66618 0.02469 24.66618 1: 24.47759 0.02450 24.47759 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: 36.76780 0.03680 36.76780 45: 35.15368 0.03519 35.15368 40: 30.40693 0.03044 30.40693 35: 26.61618 0.02664 26.61618 30: 25.80517 0.02583 25.80517 25: 25.23608 0.02526 25.23608 20: 24.77926 0.02480 24.77926 15: 24.39021 0.02441 24.39021 10: 24.05173 0.02408 24.05173 5: 23.75682 0.02378 23.75682 1: 23.54969 0.02357 23.54969 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: 54.92546 0.05498 54.92546 45: 77.06159 0.07714 77.06159 40: 88.74841 0.08884 88.74841 35: 88.81206 0.08890 88.81206 30: 601.11426 0.60172 601.11426 25: 112.69315 0.11281 112.69315 20: 88.39844 0.08849 88.39844 15: 88.81206 0.08890 88.81206 10: 618.72949 0.61935 618.72949 5: 618.72949 0.61935 618.72949 1: 618.72949 0.61935 618.72949 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: 54.92546 0.05498 54.92546 45: 34.59180 0.03463 34.59180 40: 32.92856 0.03296 32.92856 35: 29.46736 0.02950 29.46736 30: 25.46526 0.02549 25.46526 25: 22.72634 0.02275 22.72634 20: 22.16829 0.02219 22.16829 15: 22.08305 0.02211 22.08305 10: 22.07252 0.02209 22.07252 5: 22.05983 0.02208 22.05983 1: 22.04969 0.02207 22.04969