# nnbackprop_ans -nh 10 -tf ../../data/NN/c000_bl -syn xx ../../data/NN/f000_bl # Fri Nov 11 11:04:31 2011 # User: mniel # PWD : /usr/opt/www/pub/CBS/courses/27623.algo/exercises/code/answers # Host: Linux interaction 2.6.16.54-0.2.12-default ia64 # -nh 10 Number of hidden neurons # -tf ../../data/NN/c000_bl File with test input # -syn xx Name of synaps file # Command line parameters set to: # [-v] 0 Verbose mode # [-nh int] 10 Number of hidden neurons # [-syn filename] xx Name of synaps file # [-s int] -1 Seed [-1] Default, [0] Time [>0] Specific seed # [-nc int] 500 Number of iterations # [-eta float] 0.050000 Eta for weight update # [-ol filename] trainpred.out File for training data prediction output # [-ot filename] testpred.out File for test data prediction output # [-tf filename] ../../data/NN/c000_bl File with test input # [-nt int] 10 Test interval # [-bl float] 0.000010 Limit for backpropagation # [-w float] 0.100000 Initial value for weight # [-dtype int] 0 Dump type [0] Error [1] Pearson # Read 1012 elements on longlinelist ../../data/NN/f000_bl # Read 254 elements on longlinelist ../../data/NN/c000_bl # Ninput 180. Noutput 1 # Nlayer 0 NNlay 180 # Nlayer 1 NNlay 10 # Nlayer 2 NNlay 1 Train epoch 0 N Train 1012 Pearson 0.130448 Err 0.069787 Test Pearson 0.716137 Err 0.054582 Train epoch 10 N Train 1012 Pearson 0.844583 Err 0.020699 Test Pearson 0.847922 Err 0.017956 Train epoch 20 N Train 1012 Pearson 0.880108 Err 0.015279 Test Pearson 0.872835 Err 0.014384 Train epoch 30 N Train 1012 Pearson 0.896650 Err 0.013187 Test Pearson 0.881077 Err 0.013477 Train epoch 40 N Train 1012 Pearson 0.906866 Err 0.011881 Test Pearson 0.886537 Err 0.012703 Train epoch 50 N Train 1012 Pearson 0.913749 Err 0.011019 Test Pearson 0.891235 Err 0.012309 Train epoch 60 N Train 1012 Pearson 0.919688 Err 0.010284 Test Pearson 0.895033 Err 0.012081 Train epoch 70 N Train 1012 Pearson 0.925459 Err 0.009577 Test Pearson 0.897340 Err 0.011973 Train epoch 80 N Train 1012 Pearson 0.931668 Err 0.008801 Test Pearson 0.898897 Err 0.011768 Train epoch 90 N Train 1012 Pearson 0.936441 Err 0.008210 Test Pearson 0.900317 Err 0.011600 Train epoch 100 N Train 1012 Pearson 0.941864 Err 0.007536 Test Pearson 0.901059 Err 0.011455 Train epoch 110 N Train 1012 Pearson 0.946683 Err 0.006929 Test Pearson 0.901636 Err 0.011470 Train epoch 120 N Train 1012 Pearson 0.951364 Err 0.006340 Test Pearson 0.903166 Err 0.011587 Train epoch 130 N Train 1012 Pearson 0.955220 Err 0.005860 Test Pearson 0.904761 Err 0.011223 Train epoch 140 N Train 1012 Pearson 0.959071 Err 0.005359 Test Pearson 0.905686 Err 0.011283 Train epoch 150 N Train 1012 Pearson 0.962135 Err 0.004967 Test Pearson 0.906209 Err 0.011278 Train epoch 160 N Train 1012 Pearson 0.964673 Err 0.004643 Test Pearson 0.906861 Err 0.011496 Train epoch 170 N Train 1012 Pearson 0.967339 Err 0.004303 Test Pearson 0.906661 Err 0.011028 Train epoch 180 N Train 1012 Pearson 0.969094 Err 0.004072 Test Pearson 0.907469 Err 0.011153 Train epoch 190 N Train 1012 Pearson 0.970779 Err 0.003852 Test Pearson 0.907898 Err 0.011374 Train epoch 200 N Train 1012 Pearson 0.972414 Err 0.003636 Test Pearson 0.908038 Err 0.011566 Train epoch 210 N Train 1012 Pearson 0.973936 Err 0.003441 Test Pearson 0.907776 Err 0.011340 Train epoch 220 N Train 1012 Pearson 0.975299 Err 0.003264 Test Pearson 0.907427 Err 0.011620 Train epoch 230 N Train 1012 Pearson 0.976453 Err 0.003111 Test Pearson 0.907340 Err 0.011917 Train epoch 240 N Train 1012 Pearson 0.977598 Err 0.002962 Test Pearson 0.906739 Err 0.011699 Train epoch 250 N Train 1012 Pearson 0.978666 Err 0.002822 Test Pearson 0.906521 Err 0.011882 Train epoch 260 N Train 1012 Pearson 0.979768 Err 0.002680 Test Pearson 0.906100 Err 0.012150 Train epoch 270 N Train 1012 Pearson 0.980688 Err 0.002560 Test Pearson 0.905465 Err 0.011997 Train epoch 280 N Train 1012 Pearson 0.981617 Err 0.002437 Test Pearson 0.904958 Err 0.012234 Train epoch 290 N Train 1012 Pearson 0.982455 Err 0.002330 Test Pearson 0.904793 Err 0.012196 Train epoch 300 N Train 1012 Pearson 0.983374 Err 0.002209 Test Pearson 0.904353 Err 0.012380 Train epoch 310 N Train 1012 Pearson 0.984165 Err 0.002105 Test Pearson 0.903683 Err 0.012621 Train epoch 320 N Train 1012 Pearson 0.984935 Err 0.002006 Test Pearson 0.903566 Err 0.012383 Train epoch 330 N Train 1012 Pearson 0.985804 Err 0.001895 Test Pearson 0.903285 Err 0.012779 Train epoch 340 N Train 1012 Pearson 0.986348 Err 0.001821 Test Pearson 0.903137 Err 0.012678 Train epoch 350 N Train 1012 Pearson 0.987014 Err 0.001732 Test Pearson 0.903051 Err 0.012401 Train epoch 360 N Train 1012 Pearson 0.987563 Err 0.001661 Test Pearson 0.902685 Err 0.012728 Train epoch 370 N Train 1012 Pearson 0.988062 Err 0.001594 Test Pearson 0.902533 Err 0.012759 Train epoch 380 N Train 1012 Pearson 0.988654 Err 0.001518 Test Pearson 0.902407 Err 0.012905 Train epoch 390 N Train 1012 Pearson 0.989073 Err 0.001461 Test Pearson 0.902434 Err 0.012574 Train epoch 400 N Train 1012 Pearson 0.989451 Err 0.001412 Test Pearson 0.902372 Err 0.012579 Train epoch 410 N Train 1012 Pearson 0.989901 Err 0.001350 Test Pearson 0.902135 Err 0.012663 Train epoch 420 N Train 1012 Pearson 0.990235 Err 0.001306 Test Pearson 0.901983 Err 0.012718 Train epoch 430 N Train 1012 Pearson 0.990634 Err 0.001254 Test Pearson 0.902124 Err 0.012950 Train epoch 440 N Train 1012 Pearson 0.990928 Err 0.001215 Test Pearson 0.901993 Err 0.012656 Train epoch 450 N Train 1012 Pearson 0.991239 Err 0.001173 Test Pearson 0.901642 Err 0.012707 Train epoch 460 N Train 1012 Pearson 0.991492 Err 0.001139 Test Pearson 0.901608 Err 0.012783 Train epoch 470 N Train 1012 Pearson 0.991766 Err 0.001103 Test Pearson 0.901517 Err 0.012833 Train epoch 480 N Train 1012 Pearson 0.992023 Err 0.001068 Test Pearson 0.901329 Err 0.012935 Train epoch 490 N Train 1012 Pearson 0.992248 Err 0.001038 Test Pearson 0.901351 Err 0.012822 # SYNAPS_Read_FILE (xx) # Weigth matrix 0 to 1, allocating 181 x 10 matrix # Weigth matrix 1 to 2, allocating 11 x 1 matrix # synaps_wmtx_fp Read 1821 weights