# nnbackprop_ans -nh 10 -tf ../../data/NN/c000_sp -syn xx ../../data/NN/f000_sp # Fri Nov 11 11:03:12 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_sp 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_sp 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_sp # Read 254 elements on longlinelist ../../data/NN/c000_sp # Ninput 180. Noutput 1 # Nlayer 0 NNlay 180 # Nlayer 1 NNlay 10 # Nlayer 2 NNlay 1 Train epoch 0 N Train 1012 Pearson 0.078558 Err 0.072036 Test Pearson 0.252903 Err 0.059076 Train epoch 10 N Train 1012 Pearson 0.740549 Err 0.061163 Test Pearson 0.745620 Err 0.054682 Train epoch 20 N Train 1012 Pearson 0.786019 Err 0.044953 Test Pearson 0.759859 Err 0.040541 Train epoch 30 N Train 1012 Pearson 0.823029 Err 0.026455 Test Pearson 0.785361 Err 0.026332 Train epoch 40 N Train 1012 Pearson 0.855212 Err 0.019705 Test Pearson 0.814017 Err 0.021101 Train epoch 50 N Train 1012 Pearson 0.881445 Err 0.015920 Test Pearson 0.833496 Err 0.018611 Train epoch 60 N Train 1012 Pearson 0.898619 Err 0.013548 Test Pearson 0.844846 Err 0.017287 Train epoch 70 N Train 1012 Pearson 0.909477 Err 0.012031 Test Pearson 0.851386 Err 0.016519 Train epoch 80 N Train 1012 Pearson 0.915952 Err 0.011052 Test Pearson 0.855138 Err 0.016054 Train epoch 90 N Train 1012 Pearson 0.920644 Err 0.010380 Test Pearson 0.857928 Err 0.015756 Train epoch 100 N Train 1012 Pearson 0.923997 Err 0.009900 Test Pearson 0.859226 Err 0.015545 Train epoch 110 N Train 1012 Pearson 0.926821 Err 0.009502 Test Pearson 0.860930 Err 0.015394 Train epoch 120 N Train 1012 Pearson 0.929507 Err 0.009142 Test Pearson 0.863336 Err 0.015342 Train epoch 130 N Train 1012 Pearson 0.930841 Err 0.008954 Test Pearson 0.863276 Err 0.015182 Train epoch 140 N Train 1012 Pearson 0.932556 Err 0.008719 Test Pearson 0.864579 Err 0.015129 Train epoch 150 N Train 1012 Pearson 0.933915 Err 0.008544 Test Pearson 0.865157 Err 0.015067 Train epoch 160 N Train 1012 Pearson 0.935010 Err 0.008392 Test Pearson 0.866208 Err 0.015030 Train epoch 170 N Train 1012 Pearson 0.936779 Err 0.008195 Test Pearson 0.864863 Err 0.015007 Train epoch 180 N Train 1012 Pearson 0.937296 Err 0.008115 Test Pearson 0.866327 Err 0.014984 Train epoch 190 N Train 1012 Pearson 0.938115 Err 0.007993 Test Pearson 0.867682 Err 0.014994 Train epoch 200 N Train 1012 Pearson 0.938936 Err 0.007888 Test Pearson 0.867494 Err 0.015005 Train epoch 210 N Train 1012 Pearson 0.939839 Err 0.007779 Test Pearson 0.867443 Err 0.014977 Train epoch 220 N Train 1012 Pearson 0.941083 Err 0.007652 Test Pearson 0.867174 Err 0.014994 Train epoch 230 N Train 1012 Pearson 0.941317 Err 0.007586 Test Pearson 0.868716 Err 0.015142 Train epoch 240 N Train 1012 Pearson 0.942063 Err 0.007499 Test Pearson 0.867240 Err 0.015084 Train epoch 250 N Train 1012 Pearson 0.942652 Err 0.007413 Test Pearson 0.867150 Err 0.015083 Train epoch 260 N Train 1012 Pearson 0.943354 Err 0.007333 Test Pearson 0.868188 Err 0.015208 Train epoch 270 N Train 1012 Pearson 0.944054 Err 0.007260 Test Pearson 0.867335 Err 0.015159 Train epoch 280 N Train 1012 Pearson 0.944626 Err 0.007177 Test Pearson 0.866853 Err 0.015177 Train epoch 290 N Train 1012 Pearson 0.945162 Err 0.007115 Test Pearson 0.867893 Err 0.015306 Train epoch 300 N Train 1012 Pearson 0.945814 Err 0.007015 Test Pearson 0.868288 Err 0.015399 Train epoch 310 N Train 1012 Pearson 0.946243 Err 0.006957 Test Pearson 0.868206 Err 0.015455 Train epoch 320 N Train 1012 Pearson 0.947030 Err 0.006889 Test Pearson 0.866761 Err 0.015382 Train epoch 330 N Train 1012 Pearson 0.947757 Err 0.006760 Test Pearson 0.868538 Err 0.015601 Train epoch 340 N Train 1012 Pearson 0.948050 Err 0.006732 Test Pearson 0.866697 Err 0.015469 Train epoch 350 N Train 1012 Pearson 0.949307 Err 0.006593 Test Pearson 0.867229 Err 0.015498 Train epoch 360 N Train 1012 Pearson 0.949675 Err 0.006544 Test Pearson 0.867244 Err 0.015450 Train epoch 370 N Train 1012 Pearson 0.950371 Err 0.006440 Test Pearson 0.868939 Err 0.015731 Train epoch 380 N Train 1012 Pearson 0.951085 Err 0.006354 Test Pearson 0.867840 Err 0.015560 Train epoch 390 N Train 1012 Pearson 0.952197 Err 0.006236 Test Pearson 0.867091 Err 0.015452 Train epoch 400 N Train 1012 Pearson 0.952683 Err 0.006145 Test Pearson 0.867439 Err 0.015494 Train epoch 410 N Train 1012 Pearson 0.953860 Err 0.006007 Test Pearson 0.866774 Err 0.015431 Train epoch 420 N Train 1012 Pearson 0.954686 Err 0.005892 Test Pearson 0.868601 Err 0.015540 Train epoch 430 N Train 1012 Pearson 0.955839 Err 0.005741 Test Pearson 0.869721 Err 0.015711 Train epoch 440 N Train 1012 Pearson 0.956686 Err 0.005652 Test Pearson 0.868542 Err 0.015441 Train epoch 450 N Train 1012 Pearson 0.957739 Err 0.005507 Test Pearson 0.869604 Err 0.015528 Train epoch 460 N Train 1012 Pearson 0.958628 Err 0.005401 Test Pearson 0.869789 Err 0.015440 Train epoch 470 N Train 1012 Pearson 0.959647 Err 0.005269 Test Pearson 0.869184 Err 0.015321 Train epoch 480 N Train 1012 Pearson 0.960705 Err 0.005136 Test Pearson 0.870904 Err 0.015528 Train epoch 490 N Train 1012 Pearson 0.961580 Err 0.005023 Test Pearson 0.870563 Err 0.015346 # 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