#-ID=DRB1_0301.example -lgt=9 -fl=3 -nh=5,15 -elpfr=0 -eplen=13 -encoding=1 -iter=500 -seeds=4 -rescale=0 -stop=1 -nested=0 -folds=5 -dl=0 -il=0 -burn=10 -netens=8 -alphabet=ARNDCQEGHILKMFPSTWYV -ishort=1 -pe=0.735081 -sp=0.731830 -rmse=0.149188 TESTRUNID Ncycles 190 Train Pearson 0.873754 Err 0.011542 Test Pearson 0.730380 Err 0.021925 OPTIONS ML: 9 ENCGL: 0 ENCIL: 0 GL: 0 ELPFR: 0 EPL: 13 CL1: 0 FL: 3 ENCPG: 0 INSL: 0 OFFSET 0 226 LAYER: 1 5 LAYER: 2 1 LAYER: 3 190 :ILEARN 0.194678 -0.125721 -0.206826 -0.034537 0.220124 -0.165008 -0.026531 -0.020855 0.051946 -0.010202 -0.330905 -0.232497 0.031628 0.025430 0.175751 -0.026505 -0.040689 -0.142513 0.062615 -0.106705 0.260341 0.428256 1.536165 1.726538 -1.493245 1.090155 1.219480 1.056152 1.192595 -2.443393 -2.549829 1.172405 -1.595587 -2.334164 1.289227 0.864035 -0.349644 -1.546352 -0.715408 -2.191175 -0.173327 0.605311 0.537781 0.624909 0.271878 0.630823 0.660239 0.268029 0.706097 -0.582621 -0.401551 0.735181 -0.251452 -0.649861 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EPL: 13 CL1: 0 FL: 3 ENCPG: 0 INSL: 0 OFFSET 1 226 LAYER: 1 5 LAYER: 2 1 LAYER: 3 50 :ILEARN 0.168307 0.012401 -0.102415 0.119484 0.113197 0.080663 0.135880 0.126731 -0.106937 -0.202525 -0.276437 -0.105196 -0.129649 -0.125812 0.251113 -0.116520 0.110459 -0.118697 -0.136357 -0.153994 0.081582 -0.083629 -0.604057 -0.489891 -0.411053 -0.326838 0.006300 0.034322 -0.330654 0.354785 0.448018 -0.169367 0.321249 0.572290 -0.076433 -0.297798 -0.029498 0.547776 0.156427 0.306761 0.116283 0.452806 0.763566 0.998819 0.191334 0.506808 0.861819 1.045017 0.503450 -1.305353 -1.014705 0.548620 -0.835351 -0.477914 0.699959 0.500372 0.056278 0.678452 -0.163346 -1.143375 0.329997 -0.023141 0.416289 0.149348 0.185121 -0.051608 -0.073866 0.956365 0.692901 -0.576017 -0.415949 0.156367 -0.362197 -0.116095 1.413368 0.444602 0.177545 -0.165764 0.044744 -0.592366 0.348879 -0.316823 -0.133398 -0.681747 2.667491 -0.808496 -0.436603 0.567677 -0.369193 0.965507 0.747253 -0.277052 0.181068 0.974361 0.384389 0.107335 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Err 0.025788 OPTIONS ML: 9 ENCGL: 0 ENCIL: 0 GL: 0 ELPFR: 0 EPL: 13 CL1: 0 FL: 3 ENCPG: 0 INSL: 0 OFFSET 1 226 LAYER: 1 5 LAYER: 2 1 LAYER: 3 90 :ILEARN -0.086101 -0.127253 0.109776 -0.079613 0.119038 -0.107700 -0.079371 0.113411 0.102186 -0.110554 -0.112584 0.099933 -0.101561 -0.100816 0.130753 -0.117032 0.109778 -0.106218 0.103567 -0.102247 0.263796 -0.356773 -0.007122 0.253182 0.216466 -0.018637 0.138755 0.300720 -0.620810 0.004362 -0.029574 -0.141817 0.075247 -0.777825 -0.101344 0.026953 -0.031260 -0.045990 -0.793149 0.082695 0.022254 0.183414 -0.024212 -0.103986 -0.069432 0.153118 0.062445 0.365434 -0.093825 -0.555846 -0.441597 0.080673 -0.304202 -0.183325 -0.257371 0.155071 -0.121542 -0.147052 0.042654 -0.460280 -0.250196 -0.464323 -0.338728 -0.605354 -0.778176 -0.592294 -0.653275 -0.254002 -0.154403 -0.058582 -0.070526 -0.572736 0.093258 0.162984 -0.220056 -0.326102 -0.264804 0.005404 0.080590 -0.141062 -0.342140 0.480514 0.228813 0.373307 -0.877104 0.691749 0.497948 0.569122 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-0.778682 -1.469531 -3.079667 0.166406 -2.324780 1.046708 TESTRUNID Ncycles 80 Train Pearson 0.792101 Err 0.018242 Test Pearson 0.659929 Err 0.026517 OPTIONS ML: 9 ENCGL: 0 ENCIL: 0 GL: 0 ELPFR: 0 EPL: 13 CL1: 0 FL: 3 ENCPG: 0 INSL: 0 OFFSET 1 226 LAYER: 1 15 LAYER: 2 1 LAYER: 3 80 :ILEARN -0.075514 -0.115785 0.122200 -0.087593 0.098598 -0.092558 -0.085015 0.102342 0.107759 -0.112346 -0.138212 0.104844 -0.106731 -0.103780 0.118380 -0.099049 0.118003 -0.097885 0.099082 -0.097136 0.164422 -0.595094 -0.375220 -0.107366 0.408946 -0.454411 -0.166491 0.017748 -1.014982 0.449605 0.315653 -0.494704 0.195726 -0.208924 -0.481334 -0.215237 -0.039662 0.033826 -0.539844 0.494904 -0.141960 -0.028174 -0.521815 -0.630235 0.157751 0.003756 -0.232938 -0.135796 -0.305889 0.075783 0.320073 -0.147877 0.346430 0.196341 -0.609234 -0.190546 -0.187169 -0.141862 0.101513 0.035215 -0.376180 -0.489815 -0.348737 -0.546909 -1.127503 -0.473931 -0.628976 -0.271183 -0.053459 -0.248886 -0.142420 -0.577462 0.019659 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0.639645 Err 0.028267 OPTIONS ML: 9 ENCGL: 0 ENCIL: 0 GL: 0 ELPFR: 0 EPL: 13 CL1: 0 FL: 3 ENCPG: 0 INSL: 0 OFFSET 1 226 LAYER: 1 5 LAYER: 2 1 LAYER: 3 170 :ILEARN 0.226898 -0.203319 0.190745 0.147612 0.034302 -0.090497 0.255554 -0.021594 0.146950 -0.049129 -0.344394 0.171185 0.046847 0.087741 0.263360 0.065114 0.003564 0.005211 0.135925 -0.226267 0.592043 0.934003 0.692815 1.183405 0.770631 0.690767 1.467052 0.665824 0.077821 -0.722032 -0.603941 0.647363 -0.352582 -0.763938 -0.694145 0.653991 0.163958 -0.909810 -0.643187 -0.334667 -0.106634 -0.145926 0.737401 1.020114 -1.087649 0.228355 0.072846 0.847357 0.300979 -0.789422 -0.844279 0.369164 -0.975112 -1.059416 0.409496 0.489623 0.283625 -0.215121 -0.414619 -0.764882 0.090254 -0.487860 -1.122276 -2.044413 0.011742 -0.154766 -1.023527 -0.946524 -1.189441 -0.316560 -0.260430 -0.436538 0.204774 -0.035497 -0.241552 -0.238933 0.011130 0.790621 0.013501 -0.188417 0.702169 0.628626 0.622813 1.110501 -1.120849 0.614229 0.494547 1.667659 0.366939 -0.034770 -0.442191 0.825081 -0.288611 -1.081663 1.352688 0.523639 0.166332 -0.208846 -0.310918 0.001022 0.540284 1.471062 0.305168 -0.397010 0.555270 0.089281 0.575808 0.626912 0.134579 -1.130951 -0.990919 1.223088 -1.110916 -0.330927 0.531791 0.547914 0.486255 -0.438330 -0.353138 -0.715035 -0.272885 0.578658 -0.291846 -0.350720 -0.242811 0.785442 0.512599 -0.677834 0.489607 -0.668419 -0.360213 0.924977 0.075543 -1.365780 -0.076887 -0.512089 -0.263789 -0.414325 -0.609778 -0.543008 0.313201 -1.255816 -0.568643 -0.898131 -0.111192 -0.930312 -0.897756 0.519675 -1.504207 0.499025 0.426384 -0.819756 0.508459 -0.000443 0.294576 0.010614 0.292071 0.276677 -0.675031 0.369758 -0.560944 -1.635654 0.159799 -0.094113 -0.248765 -0.288459 -0.518326 -0.431051 0.553754 -0.444641 -0.272882 -1.155921 0.131873 -0.005668 -1.448022 -0.452606 -0.594787 -0.120300 0.380863 -0.620319 0.839541 0.502223 -0.079834 0.179877 1.009337 0.297583 0.292754 0.913678 -0.374194 -0.396201 -0.556942 0.594336 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0.495253 -0.476358 0.085693 0.561298 -0.008102 -0.175259 -0.231218 0.146984 -0.655922 -0.065205 0.292191 0.394517 0.624035 -1.890497 1.072304 0.796360 0.185494 0.613737 -1.997673 -1.833219 0.760507 -1.056350 -2.033737 0.387617 0.159590 -0.381104 -0.109709 -0.726199 -1.747304 -0.655687 -0.672109 -0.388602 -0.498736 0.058930 -0.094322 -0.255096 -0.862826 0.223304 0.095120 0.252510 -0.534928 0.328250 0.605511 0.196448 -0.622064 -0.408351 0.268196 0.501717 -0.120863 -0.148954 0.342654 1.250140 1.662665 -0.134426 0.184623 0.658076 1.850065 0.839706 -1.056943 -1.064479 0.522253 -1.026387 -0.366266 0.709650 0.507526 -0.116768 -0.001754 -0.073721 -1.098753 -0.201258 -0.076512 -0.192690 -0.316620 -0.238286 -0.000353 0.034495 -0.058136 -0.188822 -0.390533 -0.496083 0.306865 -0.384380 -0.293360 0.337940 -0.254959 -0.218926 0.279647 -0.228878 -0.368539 0.059515 -0.815125 -0.527339 -0.507914 0.784633 -0.598169 -0.388517 0.467695 -0.328255 0.204033 0.283546 -0.594238 -0.029563 1.190650 0.749675 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0.220946 -0.837353 0.359511 0.190874 -0.068668 -0.147022 -0.132882 -0.511249 -0.988510 0.128469 -0.103836 -0.736768 0.118429 -0.443402 -0.204570 -0.084668 -0.757602 -0.552838 -0.644982 0.224896 -0.858700 0.351802 -0.226940 -0.217571 -0.564967 -0.432665 -0.910771 0.679443 -1.554606 -1.161080 -1.329692 1.654263 -1.745920 -1.916518 1.482953 -0.816274 1.545582 1.085977 -1.790017 0.412460 1.605076 -0.024073 -0.087748 0.124161 0.833966 0.956015 1.495317 -0.439377 -0.622784 -0.388293 -0.956499 0.773682 -0.690871 -0.112946 -0.544053 0.026599 0.711783 1.072046 -0.750779 0.749567 1.596450 -0.426314 -0.779196 -0.114388 0.809050 0.666853 0.525642 0.362255 -1.355194 -0.603550 -0.541207 0.237346 -1.219464 -0.585359 0.456566 -1.303067 1.154430 0.802314 -0.769529 0.314186 0.290545 0.543708 -0.676106 -0.167122 -0.649861 -0.536954 0.929674 -0.255508 -0.588221 0.021134 -1.094637 -0.586748 -0.457508 -0.410786 -0.701462 0.160587 1.072642 0.410085 -0.446115 0.798512 0.621099 0.298534 -0.660632 -0.115255 0.695057 0.562063 0.929070 0.644234 -0.579972 -0.042281 -0.410205 1.831625 -0.279621 -0.573896 0.289798 -0.780537 0.728368 0.555510 -0.371266 0.498909 -0.338171 -0.152265 0.500508 0.608334 -0.616306 -0.719261 0.829442 -0.218417 -1.787964 -0.063799 -0.409690 1.104422 -1.032940 -0.722539 0.400562 -0.158768 0.067995 -0.241096 -1.581410 -0.436702 0.974377 -0.793630 -0.557488 -0.302980 1.560073 0.634713 0.014583 0.028471 -0.476706 -0.144713 0.190941 0.194961 -0.179053 0.154953 0.483272 0.039305 -0.214901 -0.308268 -0.015454 0.018224 -0.305944 0.294158 -0.092719 0.104756 -0.035469 -0.451801 -0.257680 0.078466 0.224754 -0.813432 0.716665 0.054706 -0.151485 0.003220 0.305459 0.071195 0.198739 -0.093557 -0.092109 -0.056428 0.191985 -0.103855 0.184968 -0.094048 -0.157246 0.013620 -0.097674 -0.082073 0.085579 0.092622 0.087488 -0.270267 0.114180 -0.062854 -0.060649 0.610600 -0.110240 1.080125 0.256676 -0.121659 1.236163 0.047730 -0.051840 0.167189 0.095564 0.105462 -0.209546 0.405978 0.478656 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-2.660962 -1.890191 -2.698526 -2.756419 -2.453543 2.270237 TESTRUNID Ncycles 130 Train Pearson 0.851407 Err 0.013527 Test Pearson 0.631938 Err 0.028959 OPTIONS ML: 9 ENCGL: 0 ENCIL: 0 GL: 0 ELPFR: 0 EPL: 13 CL1: 0 FL: 3 ENCPG: 0 INSL: 0 OFFSET 2 226 LAYER: 1 15 LAYER: 2 1 LAYER: 3 130 :ILEARN 0.208734 -0.169365 0.182753 0.138262 0.088153 -0.073170 0.178535 0.125275 0.127525 0.076023 -0.131929 0.096810 0.079446 0.155748 0.184873 0.136599 -0.028455 0.123252 0.133323 -0.079524 0.269314 0.910660 0.548581 1.040594 -0.616002 0.815519 1.189462 0.124142 0.564076 -0.782090 -0.853988 0.916131 -0.742796 -0.910211 -0.131424 0.186754 -0.076257 -0.848774 -0.335334 -0.562191 -0.007851 0.491360 0.631495 1.147416 -0.959817 0.613006 0.519605 0.389284 0.027615 -0.286793 -0.306967 0.908061 -0.262537 -1.619324 0.487861 0.385113 0.383045 -1.089498 -1.260168 -0.300151 0.364110 0.507297 -0.135901 -0.640830 -0.605828 0.792630 0.022413 -0.368195 -0.670670 -0.355529 -0.611857 0.711404 0.027383 -1.478234 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-0.039129 0.062360 -0.075214 0.349525 -0.160944 -0.033298 -0.481266 -0.184413 0.027546 -0.108421 0.058321 0.072809 -0.048136 -0.093744 -0.033672 -0.238758 0.363232 -0.116406 -0.473663 0.520486 0.175716 0.071109 -0.053174 -0.036315 1.159139 -1.675793 -0.188773 -0.383525 -1.620782 -0.314440 -1.544940 -0.472264 1.047189 0.152358 -1.358104 -0.546444 -0.763889 -2.006399 0.410908 TESTRUNID Ncycles 60 Train Pearson 0.719152 Err 0.023709 Test Pearson 0.539292 Err 0.033170 OPTIONS ML: 9 ENCGL: 0 ENCIL: 0 GL: 0 ELPFR: 0 EPL: 13 CL1: 0 FL: 3 ENCPG: 0 INSL: 0 OFFSET 3 226 LAYER: 1 5 LAYER: 2 1 LAYER: 3 60 :ILEARN 0.163641 -0.136684 0.134851 0.139856 0.095716 -0.098246 0.170749 0.224813 0.121380 0.051746 -0.155223 0.146898 0.091316 0.038270 0.123423 0.102117 -0.066676 0.075976 0.082771 -0.122655 0.397933 0.006690 -0.035870 0.099488 -0.354524 0.242699 0.333258 0.220474 0.509111 -0.679218 -0.675891 0.084820 -0.372704 -0.069604 -0.053563 0.193328 -0.301994 0.191171 0.387730 -0.541713 -0.245453 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1.624356 TESTRUNID Ncycles 70 Train Pearson 0.774921 Err 0.019191 Test Pearson 0.631824 Err 0.029787 OPTIONS ML: 9 ENCGL: 0 ENCIL: 0 GL: 0 ELPFR: 0 EPL: 13 CL1: 0 FL: 3 ENCPG: 0 INSL: 0 OFFSET 1 226 LAYER: 1 5 LAYER: 2 1 LAYER: 3 70 :ILEARN 0.207657 0.006563 -0.088421 0.183305 0.093330 0.085630 0.159414 0.128662 -0.077024 -0.263686 -0.397732 -0.107428 -0.131528 -0.153895 0.263540 -0.115436 0.103897 -0.164284 -0.118020 -0.181117 0.218024 0.011815 0.186367 0.266172 -0.678187 -0.279020 0.302678 0.725650 0.092626 -0.074593 -0.106016 0.158340 -0.209284 -0.092130 0.156542 0.061558 0.153065 0.162409 -0.237059 -0.059386 0.145545 0.319650 0.617494 0.547945 -0.174172 0.476720 0.715780 0.930232 0.313367 -1.761519 -1.273089 0.364699 -0.836948 -0.619574 0.130508 0.640512 0.148164 0.448601 -0.228506 -1.500399 -0.012954 -0.072404 -0.045077 -0.615574 -0.087617 -0.170750 -0.317132 0.680182 0.463996 -0.199374 0.224175 -0.111905 0.314989 0.918870 1.107961 -0.089948 -0.109955 1.152768 0.619155 -0.432083 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-0.877673 -1.985068 0.682720 0.856534 TESTRUNID Ncycles 150 Train Pearson 0.866271 Err 0.012019 Test Pearson 0.626958 Err 0.031072 OPTIONS ML: 9 ENCGL: 0 ENCIL: 0 GL: 0 ELPFR: 0 EPL: 13 CL1: 0 FL: 3 ENCPG: 0 INSL: 0 OFFSET 2 226 LAYER: 1 15 LAYER: 2 1 LAYER: 3 150 :ILEARN 0.164175 -0.151145 0.175679 0.146489 0.127184 -0.042372 0.231522 0.221248 0.138013 0.034497 -0.211607 0.156641 0.089475 0.124440 0.208173 0.134161 -0.031011 0.073703 0.127893 -0.128339 0.562635 1.557247 0.496666 0.921846 -1.152483 0.917990 1.152606 0.249232 0.428157 -0.482540 -0.803926 1.343871 -0.570341 -1.263496 -0.182952 0.249945 -0.067959 -0.925359 -0.398415 -0.169255 -0.447868 0.607587 0.847775 1.429704 -1.356135 0.864395 0.751165 0.280215 0.308427 -0.577103 -0.377098 0.966799 -0.281231 -1.686165 0.601953 0.173574 0.266004 -1.088976 -1.177534 -0.679451 0.605047 0.188274 0.044868 -0.782833 -0.573797 0.414332 -0.353836 0.421762 -0.657917 -0.632943 -0.837868 0.323957 -0.112207 -1.606349 -0.402286 0.477980 0.260436 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0.032472 OPTIONS ML: 9 ENCGL: 0 ENCIL: 0 GL: 0 ELPFR: 0 EPL: 13 CL1: 0 FL: 3 ENCPG: 0 INSL: 0 OFFSET 3 226 LAYER: 1 5 LAYER: 2 1 LAYER: 3 30 :ILEARN 0.155486 -0.099785 0.121344 0.139935 0.099220 -0.082656 0.154904 0.166084 0.126982 0.089892 -0.124373 0.139282 0.098184 0.106446 0.155093 0.125151 -0.070838 0.097839 0.116926 -0.093228 0.366470 0.092522 0.208144 0.445157 0.064362 0.326460 0.560665 -0.001443 0.644081 -0.236357 -0.254412 0.222478 -0.175723 0.033372 0.205395 0.309911 0.012864 -0.121883 0.141322 -0.166628 -0.011547 0.286773 0.088492 0.395444 -0.093682 0.054730 0.162794 0.544384 0.437348 -0.153772 -0.113060 0.368826 -0.401331 -0.035061 0.631781 0.122113 0.189331 -0.003993 -0.104471 -0.174084 0.437112 0.312260 -0.111430 -0.277507 0.077162 0.408776 0.146407 0.460815 -0.255720 -0.130808 0.036462 0.341188 0.095579 -0.097493 0.201770 0.228593 0.081567 0.680285 -0.242886 -0.098010 0.580759 0.618055 1.080650 0.924646 0.024155 0.618873 0.544113 1.478187 0.764551 -0.753470 -0.845696 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0.014218 0.482211 0.235287 0.282732 -0.482424 -0.141365 0.333824 -0.152954 0.789485 0.497845 0.680915 -0.542729 0.589825 0.615530 -0.002598 0.431708 -0.394187 -0.117828 0.629461 -0.026146 -0.195488 0.050480 0.200143 -0.022349 -0.105425 0.132579 -0.412046 0.183318 0.646574 -0.196162 -0.158007 0.336630 0.208832 0.218956 -0.271940 -0.039315 -0.026281 -0.085541 0.450471 -0.191249 0.106343 -0.155690 0.177906 0.092718 -0.197801 0.178873 0.153814 0.367400 0.197707 0.210622 0.602231 0.167205 0.135962 0.299964 0.489604 0.069567 0.305982 0.272307 0.285636 0.208462 0.088404 0.644842 0.147053 0.001605 0.329432 -0.006496 0.218233 -0.073133 0.290835 0.044651 -0.097279 -0.397405 0.022817 0.046640 -0.099763 0.141036 -0.146722 0.054091 0.245382 0.109227 -0.049431 0.340454 0.026995 0.109134 0.147414 0.009728 -0.170624 0.337638 0.125417 0.314036 0.615530 0.506774 -0.013844 0.400382 0.150203 -0.053814 -0.065356 -0.212319 0.132555 -0.337426 -0.250596 0.505150 0.335682 0.137791 -0.520419 -0.281460 0.077860 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0.515749 0.036120 0.717129 0.381456 0.225437 0.222692 -0.174333 0.645809 0.045914 0.154534 0.990361 -0.253831 0.585771 0.106497 0.028823 -0.076789 0.121116 -0.078144 -0.099636 0.127127 0.291746 -0.087835 -0.230205 -0.291113 -0.143298 -0.125228 -0.184681 0.223887 0.091956 -0.131401 -0.071084 0.064227 -0.022232 -0.467113 0.703880 -0.318991 0.355757 0.322941 -0.086178 0.136765 0.124957 -0.023869 0.049613 0.137151 -0.101197 0.041068 0.088788 -0.063444 -0.141101 -0.184621 -0.094865 0.050788 -0.127983 -0.039422 0.020136 -0.170833 -0.096849 0.046173 -0.199962 -0.130998 0.331504 0.320453 0.776292 0.908143 -0.695411 0.700091 0.567208 1.096571 0.440409 -1.260801 -1.006253 0.446913 -0.680815 -0.828810 0.756104 0.609580 0.030503 0.109706 -0.110200 -1.151193 0.399508 -0.223425 0.441317 0.490471 -0.339912 0.287360 0.507329 0.166763 0.632834 -0.713712 -0.884374 0.155582 -0.430620 -0.359199 1.165127 0.342332 -0.216081 -0.443977 0.182377 -0.643302 0.180085 -0.160748 -0.611822 -0.951838 1.006425 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0.436577 0.076049 -0.521013 -0.512098 -0.943463 0.276330 0.048960 0.505064 0.430989 0.132921 -0.081847 -0.211744 0.625852 0.210209 0.184254 0.030795 0.046155 -0.083815 -0.137684 0.023270 0.635177 0.418768 -0.719317 -0.108048 0.189891 0.351255 1.015297 0.746379 1.000922 0.078859 0.827181 0.790800 0.606188 0.486753 -0.088082 0.104859 0.974852 -0.040739 -0.368377 0.518273 0.672753 0.319021 -0.469311 -0.296208 -0.079771 0.103127 -0.062322 -0.111251 -0.098402 -0.115143 -0.096990 -0.107540 0.022458 -0.103703 -0.057891 0.169069 -0.074123 0.109915 0.130134 0.050839 -0.092332 -0.081916 -0.113068 0.111781 0.139330 0.351419 -0.150736 0.202656 -0.201971 -0.108283 -0.091034 -0.099317 -1.953542 0.711726 -1.950256 -2.170958 1.203374 0.072721 TESTRUNID Ncycles 90 Train Pearson 0.829754 Err 0.014734 Test Pearson 0.737068 Err 0.023583 OPTIONS ML: 9 ENCGL: 0 ENCIL: 0 GL: 0 ELPFR: 0 EPL: 13 CL1: 0 FL: 3 ENCPG: 0 INSL: 0 OFFSET 0 226 LAYER: 1 15 LAYER: 2 1 LAYER: 3 90 :ILEARN 0.103005 0.092443 -0.102675 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-0.031716 0.711918 -1.310017 0.529939 -0.347695 1.155123 1.175997 1.131375 0.087272 0.556330 1.046824 -0.079167 -0.846590 -1.195505 0.093921 -1.191465 -1.015853 0.196762 0.897896 0.343476 0.058541 -0.749632 -0.497710 0.035023 0.001761 -0.103407 -0.058897 0.128042 0.085383 -0.081023 0.207085 -0.105831 -0.003383 -0.130317 -0.119997 0.061244 -0.226782 0.231234 -0.122123 0.086235 0.100566 0.012179 -0.201293 -0.106616 0.222156 -0.194579 0.510115 0.233026 0.082515 0.215539 -0.081497 -1.026355 -2.716940 -0.425527 -2.303741 1.048967 TESTRUNID Ncycles 100 Train Pearson 0.783434 Err 0.018324 Test Pearson 0.616558 Err 0.032720 OPTIONS ML: 9 ENCGL: 0 ENCIL: 0 GL: 0 ELPFR: 0 EPL: 13 CL1: 0 FL: 3 ENCPG: 0 INSL: 0 OFFSET 2 226 LAYER: 1 5 LAYER: 2 1 LAYER: 3 100 :ILEARN 0.237036 -0.022969 0.079993 0.165512 0.089469 -0.081959 0.167556 0.205891 0.121981 0.042844 -0.101982 0.170875 0.106087 0.017015 0.191165 0.093358 -0.046446 0.063896 0.092147 -0.121190 -0.016312 0.487734 -0.058045 0.229739 -0.999331 0.258920 0.598688 0.048457 0.770323 -1.300958 -0.703936 0.353163 -0.408477 0.168495 0.245278 0.283842 -0.088663 0.381553 0.367504 -1.226185 -0.126576 -0.597692 0.071407 0.014193 -1.189620 -0.535818 -0.682271 0.934611 -0.452053 -0.010777 -0.097155 -0.479846 -0.258000 -0.037757 -0.488462 -0.061054 0.162323 0.980854 0.118745 -0.086838 0.335208 0.666281 0.246781 0.526786 0.696040 0.800915 0.855899 0.396474 -0.102590 -0.293446 0.055220 0.720380 -0.002021 -0.506750 0.763959 0.320766 0.217356 -0.555451 -0.974336 -0.296384 0.343888 -0.623741 -0.003868 -0.083715 0.751661 -0.568960 -0.357500 0.723246 -0.195890 0.945015 0.502690 -0.605240 0.382101 0.951739 0.291345 -0.188413 -0.164393 0.732826 0.740785 0.801856 -0.248647 -0.265245 -0.583528 -1.581615 0.865615 -0.186367 -0.647722 -0.331844 0.148272 0.246536 0.243876 -0.236995 0.361608 0.813138 -0.063681 -0.233653 -0.052870 -0.046498 0.653002 0.221295 -0.111687 0.954197 -0.263578 -0.539845 0.380050 0.405195 0.342248 0.228667 0.623043 -0.088314 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-0.095784 0.060647 0.063224 0.112433 -0.104143 0.043664 -0.052661 0.097112 0.120694 0.079820 -0.094852 0.083844 0.096216 0.655937 0.053144 0.355306 0.344107 0.218280 0.533567 0.005957 -0.093189 -0.239697 -0.113454 0.521394 -0.146626 -0.274351 0.563230 0.098555 0.204475 0.224315 -0.295996 -0.120605 0.161060 0.164545 0.406890 0.244419 -1.144606 0.591222 0.250739 -0.292666 0.088528 -1.157352 -1.370838 0.667128 -0.943606 -2.017728 0.915453 0.414932 0.227016 -1.095264 -1.140061 -0.897734 0.119058 0.132173 -0.250598 -0.137462 0.075240 0.071525 0.059319 0.470394 0.190040 -0.051715 0.177786 0.139149 0.075333 0.233776 0.465318 -0.281643 -0.371341 0.398588 0.252972 -0.128531 0.209309 0.238075 0.732509 0.974868 -0.256946 0.658489 0.764031 0.650681 0.217518 -1.969655 -2.028473 0.662922 -1.648124 -2.041865 0.793567 0.614547 0.003467 -0.901470 -1.140430 -1.563661 -0.308133 -0.814803 -0.017389 0.124641 0.825397 -0.224023 -0.135617 -0.329312 -0.281296 0.116001 0.003719 -0.585635 -0.028378 0.089452 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0.055378 -0.130328 -0.107243 -0.073185 -0.081035 0.100605 0.128427 -0.108857 -0.080429 0.005514 0.102497 -0.132933 -0.080807 -0.111189 0.100469 0.152240 0.007998 0.086832 0.030592 0.048290 -0.085176 -0.101265 -0.200886 0.207515 -0.113646 -0.078528 -0.133957 0.076847 0.069015 -0.111408 -0.998292 -0.757681 -1.303014 0.494726 -1.078141 -1.220181 -0.615147 -0.681777 0.573117 0.238620 -0.865449 0.428764 0.529646 -0.617732 -0.358233 -0.126461 -0.222152 0.335037 0.514027 0.500192 0.586269 0.506804 0.246882 1.023827 0.447420 0.821841 -0.135911 0.219921 -0.411105 -0.219621 0.783569 -0.061881 -1.066796 -0.453159 0.352846 0.373777 -1.313387 -0.787917 -0.112961 -0.125402 0.725142 0.712724 0.968286 -0.989534 0.889603 1.009025 0.456763 0.965616 -1.073060 -0.842742 0.759180 -0.377818 -1.163342 1.080061 0.016788 -0.116313 -1.204790 -0.677275 -1.052566 0.122143 -0.073593 -0.171183 0.035199 -0.233044 -0.012861 -0.036260 1.313444 0.309960 -0.841049 -0.757038 -0.074250 -0.718666 0.368464 1.194053 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0.104814 -0.281603 -0.090442 0.156521 0.206067 -0.152516 0.131225 0.165109 0.070784 -0.165558 -0.258308 0.018952 0.038620 -0.077888 0.271079 -0.151240 0.093634 -0.050597 -0.209053 -0.132889 -0.089935 0.403018 -0.382971 0.296054 0.011605 -0.098525 0.013081 0.237569 0.123373 0.075683 -0.024654 -0.143342 -0.086286 0.193194 0.255007 0.102699 -0.167357 -0.184065 -0.051323 -0.106181 -0.226670 0.040883 0.097904 -0.056009 -0.162350 0.084931 -0.115050 0.026966 0.483726 0.028664 1.204991 0.145630 -0.141822 0.874437 0.678972 0.098802 -0.379870 -0.315037 0.416019 -0.762236 0.038451 1.183416 0.079735 -0.071299 -0.621132 -0.168638 -0.322527 -0.088560 0.466941 0.232133 -0.526601 0.493115 0.391149 0.134978 -0.324046 -0.055704 -0.753094 -0.866057 0.510990 -0.372611 -1.091719 0.031370 -0.024205 0.098380 -0.300258 -0.534805 -0.453211 0.242080 0.199450 1.207320 1.004547 0.144811 0.370194 0.746680 1.172812 0.631920 -1.177467 -1.419129 0.303440 -0.991801 -1.310743 0.894942 0.445111 0.054389 -0.960375 -0.739117 -0.932047 -0.049764 0.129139 0.122534 0.942247 0.842819 0.277784 0.803996 0.876382 0.748812 -0.738167 -0.246850 0.008849 -0.480102 0.657347 0.872954 0.255575 -0.009163 0.334498 0.409176 -0.737654 0.195866 0.258854 1.000695 0.462463 1.644300 0.460196 0.563378 1.053975 0.892964 -0.947158 -0.812853 0.310509 -0.669757 -0.214644 0.408800 0.492281 -0.072126 0.499450 -0.038130 -0.783219 -0.429759 -0.164566 -0.390028 -1.051072 0.013632 0.097923 -0.082591 -1.236637 -0.298904 0.043430 -0.135629 0.127885 0.008697 -0.099488 -0.730637 -0.686914 -0.233088 0.446543 0.033382 0.106432 0.053724 0.191136 0.729547 0.150611 -0.440213 0.319355 0.114825 1.586842 0.687589 -1.569300 -1.441015 0.348066 -0.963590 -0.580595 -0.239396 0.659936 -0.041597 0.397127 0.089245 -1.364242 0.468075 0.410809 1.341749 1.040556 -1.166823 1.419806 1.165905 0.747260 0.469980 -1.659223 -1.623817 0.947064 -0.742181 -2.719279 0.014266 0.868396 0.349088 -1.684749 -1.659797 -1.326368 -0.303154 0.115388 0.392265 0.215698 0.480643 0.178610 0.014297 0.802409 0.292692 -0.843136 -0.859037 0.219652 -0.698800 -0.390700 -0.453792 0.132978 -0.123802 -0.280641 -0.078246 -0.783032 -0.110479 -0.274543 0.129028 0.189671 0.211179 -0.132968 -0.050576 0.438995 -0.124740 0.007046 -0.330923 -0.161868 -0.172278 -0.164902 0.119314 0.031276 -0.111172 0.124762 -0.042214 -0.169152 0.150653 -0.080387 -0.396890 0.267158 0.201613 -0.131348 0.170267 -0.008762 -0.048734 -0.144374 -0.083492 0.119260 -0.107795 0.104629 -0.068450 -0.102511 -0.120647 -0.095721 0.141080 0.105691 -0.168210 0.171389 -0.095653 0.133114 0.095261 -0.106717 0.101623 0.607245 -1.064103 0.280309 0.157914 0.548265 -0.628535 -0.488954 0.976299 -0.663910 -0.490124 -0.655789 -0.621616 -0.515673 -0.955905 0.372723 0.574337 0.319744 -0.171945 -0.977212 -0.300284 -0.042664 -1.392739 -1.078779 -1.471259 -0.660153 -0.818276 -1.217438 -0.343735 -0.381149 0.739894 0.383007 -1.261672 0.561765 0.936782 0.235476 -0.812633 -0.364758 1.174117 0.932748 0.568832 -0.347409 0.052074 0.250309 0.414953 -0.185354 0.051943 0.299368 0.284302 0.260225 -0.122505 0.155901 -0.071908 0.149483 0.558912 0.210996 -0.232038 -0.048676 0.758243 0.340942 -0.292739 -0.243881 0.224587 0.083869 0.363327 -0.260110 0.064435 0.368084 0.159318 0.691420 -0.773834 -0.579607 0.070606 -0.521041 0.261298 0.844436 -0.168186 -0.235912 0.742793 0.451347 -0.767115 0.252258 -0.459926 -0.850725 -2.095416 0.992626 -0.556874 -1.389759 0.666550 -0.076954 0.464544 0.559247 -0.566106 0.780709 0.787125 0.133784 -0.098339 -0.182672 0.412029 0.258025 0.344293 0.223618 -0.621895 -0.999113 -1.860247 0.469284 -0.723184 -1.263743 -0.057442 -0.674828 1.677969 1.349134 -0.634270 1.114700 0.995501 0.634025 -0.615371 0.135812 1.369315 0.264984 1.473343 -0.240329 -1.582079 -0.861012 -1.174214 0.409619 -1.102227 -1.118312 -0.664356 -0.825295 0.945376 0.395903 -1.318755 0.415237 0.382172 -0.886381 -0.556620 -0.121282 -0.058477 0.183195 0.941901 0.217695 -1.137144 0.341738 -0.151694 0.440170 -0.268155 -0.208451 0.360931 -0.043323 0.469460 0.259945 -0.775071 0.463556 0.301925 -0.115068 0.024944 -0.034947 0.341139 -0.025164 0.333145 0.204628 -0.382200 -0.000401 -0.047506 1.148247 -0.639513 -0.338550 0.903483 -0.151722 0.002516 -0.117614 -0.355467 -0.451160 0.737311 0.041665 0.124004 -0.117000 0.493570 0.327537 -0.001639 -0.119102 -0.232239 -0.112798 0.126444 0.136153 0.057005 0.095208 0.147712 -0.096770 -0.166664 -0.341802 -0.158327 -0.143177 -0.054473 0.184907 0.032462 0.081517 0.135972 0.012617 -0.165224 0.114725 0.034137 -0.254444 0.203307 0.045974 0.102889 0.048862 -2.098249 -1.172861 -2.064700 -2.323830 -1.972344 1.401144 TESTRUNID Ncycles 60 Train Pearson 0.799838 Err 0.017396 Test Pearson 0.710294 Err 0.023828 OPTIONS ML: 9 ENCGL: 0 ENCIL: 0 GL: 0 ELPFR: 0 EPL: 13 CL1: 0 FL: 3 ENCPG: 0 INSL: 0 OFFSET 0 226 LAYER: 1 5 LAYER: 2 1 LAYER: 3 60 :ILEARN 0.129321 0.040435 -0.123379 -0.089474 0.123013 -0.133667 -0.122269 -0.052419 0.071663 0.040890 -0.223042 -0.127172 0.078229 0.034201 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0.961323 -0.232854 0.352395 0.135647 0.035577 -0.077388 0.112691 -0.102274 -0.106463 0.111129 0.313038 -0.109044 -0.175280 -0.237219 -0.135689 -0.105082 -0.187845 0.161969 0.111004 -0.110616 -0.097665 0.055353 0.027836 -0.454031 0.665449 -0.313444 0.324870 0.304063 -0.092641 0.111424 0.126027 -0.042928 0.051069 0.102943 -0.093986 0.021428 0.036795 -0.088451 -0.170969 -0.186630 -0.062807 0.021484 -0.130086 -0.004957 -0.008802 -0.189863 -0.082095 0.079248 -0.173887 -0.135281 0.302261 0.299811 0.561419 0.738589 -0.493063 0.816210 0.592012 1.027373 0.652087 -1.246058 -0.853705 0.490018 -0.521889 -0.700216 1.029042 0.508397 -0.076603 0.163823 -0.099251 -1.198906 0.298903 -0.432321 0.332361 0.319659 -0.537131 0.222677 0.457984 0.225519 0.790076 -0.785807 -0.990674 0.007722 -0.426766 -0.388705 1.282733 0.178977 -0.294935 -0.511313 0.245337 -0.718257 0.120023 0.048004 -0.136712 -0.195949 0.434445 0.002235 0.016916 0.448088 0.201018 0.406042 0.190821 -0.048368 0.173928 0.399516 0.638954 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0.351870 0.303404 -0.355560 -0.354152 -0.091269 0.668488 -0.250330 -0.083766 -0.027669 -0.456179 0.716211 0.594027 -0.391572 0.459314 0.426087 -0.157008 -0.075666 0.028314 -0.146754 -0.025082 0.680608 0.184864 0.204020 0.394384 0.712869 -0.053558 0.469488 0.679228 -0.244991 -0.106058 -0.643330 -0.625077 0.278589 -0.434058 -0.792200 0.329910 0.447450 0.214700 -0.400421 -0.523872 -0.423426 0.044334 0.357332 0.005153 0.362932 -0.172590 0.359674 0.347672 0.039863 0.301383 0.433367 0.609819 0.310276 0.526449 0.100328 0.069464 0.027146 0.045027 -0.073920 -0.044333 0.297345 -0.059654 0.488596 0.524054 0.586505 -0.411026 0.232911 0.260587 0.163279 0.669231 -0.254179 -0.260914 0.262364 -0.173389 -0.049034 0.737406 0.232287 0.204717 -0.302236 0.059024 -0.279196 -0.003422 0.253368 0.397800 0.861969 -0.499449 0.246755 0.478246 0.507997 -0.075740 -0.711883 -0.458631 0.241875 -0.414698 -0.692612 0.438765 0.448516 0.206513 -0.637331 -0.607723 -0.647316 0.222101 -0.028867 0.442756 0.320693 0.066843 -0.067137 -0.184925 0.508345 0.298976 0.161908 0.015166 -0.058297 -0.032492 -0.094193 -0.173467 0.443641 0.271744 -0.645020 0.024466 0.171876 0.317788 0.909821 0.537110 0.669590 0.072147 0.572732 0.540309 0.377941 0.302461 0.143874 0.257187 0.800362 0.061080 -0.101390 0.304815 0.572709 0.364112 -0.292647 -0.103858 0.160526 0.096633 -0.074192 -0.107910 -0.096751 -0.104176 -0.094365 -0.102367 0.037314 -0.097467 -0.084456 0.139165 -0.080222 0.102110 0.129315 0.086516 -0.098990 -0.094155 -0.101783 0.115058 0.113776 0.282276 -0.082851 0.190595 -0.191172 -0.107119 -0.093457 -0.100577 -1.994845 0.988248 -1.907018 -2.254248 0.893209 0.134795 TESTRUNID Ncycles 90 Train Pearson 0.841937 Err 0.014063 Test Pearson 0.708018 Err 0.023989 OPTIONS ML: 9 ENCGL: 0 ENCIL: 0 GL: 0 ELPFR: 0 EPL: 13 CL1: 0 FL: 3 ENCPG: 0 INSL: 0 OFFSET 0 226 LAYER: 1 15 LAYER: 2 1 LAYER: 3 90 :ILEARN 0.108397 0.065857 -0.113815 0.097361 0.105247 0.081470 0.086261 0.092841 -0.120758 -0.127985 -0.146439 -0.122713 -0.109720 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-0.688334 0.302612 TESTRUNID Ncycles 80 Train Pearson 0.766890 Err 0.019987 Test Pearson 0.557649 Err 0.033951 OPTIONS ML: 9 ENCGL: 0 ENCIL: 0 GL: 0 ELPFR: 0 EPL: 13 CL1: 0 FL: 3 ENCPG: 0 INSL: 0 OFFSET 3 226 LAYER: 1 5 LAYER: 2 1 LAYER: 3 80 :ILEARN 0.149705 -0.106019 0.136894 0.169389 0.132149 -0.067950 0.115926 0.194901 0.147428 0.045231 -0.168768 0.129061 0.101218 0.066671 0.176180 0.082333 -0.061550 0.099858 0.120162 -0.124475 0.321698 0.290544 0.235339 0.218507 -0.506939 0.081239 0.403090 0.224094 1.242900 -0.471073 -0.301105 0.123865 -0.058217 0.208955 -0.058353 0.187093 -0.139629 -0.915611 0.390015 -0.449522 -0.210023 0.613472 0.267893 0.669374 -0.624641 0.276036 0.517843 0.490266 0.646045 -0.873198 -0.585598 0.651049 -0.835059 -0.297989 -0.135329 0.203971 0.206086 -0.105867 -0.177727 -0.801326 0.138804 -0.128024 0.130791 -0.025782 -0.268905 0.513442 0.503874 0.319080 -0.453386 -0.997279 -0.730408 0.268473 -0.434099 -0.589898 0.447997 0.154717 -0.012704 0.786837 -0.652548 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