📄 laser.chk
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This file contains data to test the learning functions
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Network-Files: laser_untrained.net
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Pattern-Files: laser_999.pat
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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
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