rnd 1: wh-err= 0.963212 th-err= 0.963212 dev= nan test= 0.475000 train= 0.463889
rnd 2: wh-err= 0.966965 th-err= 0.931393 dev= nan test= 0.425000 train= 0.433333
rnd 3: wh-err= 0.968339 th-err= 0.901904 dev= nan test= 0.425000 train= 0.405556
rnd 4: wh-err= 0.974659 th-err= 0.879049 dev= nan test= 0.425000 train= 0.405556
rnd 5: wh-err= 0.974753 th-err= 0.856855 dev= nan test= 0.400000 train= 0.386111
rnd 6: wh-err= 0.975966 th-err= 0.836262 dev= nan test= 0.400000 train= 0.386111
rnd 7: wh-err= 0.977918 th-err= 0.817796 dev= nan test= 0.400000 train= 0.372222
rnd 8: wh-err= 0.977501 th-err= 0.799396 dev= nan test= 0.375000 train= 0.347222
rnd 9: wh-err= 0.977051 th-err= 0.781051 dev= nan test= 0.375000 train= 0.347222
rnd 10: wh-err= 0.975532 th-err= 0.761940 dev= nan test= 0.325000 train= 0.325000
rnd 11: wh-err= 0.977864 th-err= 0.745074 dev= nan test= 0.325000 train= 0.308333
rnd 12: wh-err= 0.979052 th-err= 0.729466 dev= nan test= 0.325000 train= 0.294444
rnd 13: wh-err= 0.979599 th-err= 0.714584 dev= nan test= 0.325000 train= 0.294444
rnd 14: wh-err= 0.980324 th-err= 0.700524 dev= nan test= 0.300000 train= 0.280556
rnd 15: wh-err= 0.979728 th-err= 0.686323 dev= nan test= 0.300000 train= 0.266667
rnd 16: wh-err= 0.979093 th-err= 0.671974 dev= nan test= 0.325000 train= 0.252778
rnd 17: wh-err= 0.978413 th-err= 0.657467 dev= nan test= 0.325000 train= 0.238889
rnd 18: wh-err= 0.977683 th-err= 0.642795 dev= nan test= 0.325000 train= 0.225000
rnd 19: wh-err= 0.978245 th-err= 0.628811 dev= nan test= 0.300000 train= 0.216667
rnd 20: wh-err= 0.973443 th-err= 0.612112 dev= nan test= 0.300000 train= 0.216667
rnd 21: wh-err= 0.974643 th-err= 0.596591 dev= nan test= 0.275000 train= 0.208333
rnd 22: wh-err= 0.978358 th-err= 0.583679 dev= nan test= 0.275000 train= 0.208333
rnd 23: wh-err= 0.977761 th-err= 0.570699 dev= nan test= 0.325000 train= 0.177778
rnd 24: wh-err= 0.977677 th-err= 0.557959 dev= nan test= 0.325000 train= 0.175000
rnd 25: wh-err= 0.978708 th-err= 0.546079 dev= nan test= 0.325000 train= 0.169444
rnd 26: wh-err= 0.978882 th-err= 0.534548 dev= nan test= 0.325000 train= 0.161111
rnd 27: wh-err= 0.979228 th-err= 0.523444 dev= nan test= 0.325000 train= 0.152778
rnd 28: wh-err= 0.979489 th-err= 0.512708 dev= nan test= 0.325000 train= 0.144444
rnd 29: wh-err= 0.978909 th-err= 0.501894 dev= nan test= 0.300000 train= 0.133333
rnd 30: wh-err= 0.978342 th-err= 0.491024 dev= nan test= 0.275000 train= 0.127778
rnd 31: wh-err= 0.979582 th-err= 0.480998 dev= nan test= 0.250000 train= 0.119444
rnd 32: wh-err= 0.980108 th-err= 0.471430 dev= nan test= 0.250000 train= 0.113889
rnd 33: wh-err= 0.980337 th-err= 0.462160 dev= nan test= 0.250000 train= 0.113889
rnd 34: wh-err= 0.980588 th-err= 0.453188 dev= nan test= 0.250000 train= 0.105556
rnd 35: wh-err= 0.980724 th-err= 0.444453 dev= nan test= 0.250000 train= 0.105556
rnd 36: wh-err= 0.980938 th-err= 0.435981 dev= nan test= 0.250000 train= 0.105556
rnd 37: wh-err= 0.980425 th-err= 0.427446 dev= nan test= 0.250000 train= 0.100000
rnd 38: wh-err= 0.981907 th-err= 0.419713 dev= nan test= 0.250000 train= 0.100000
rnd 39: wh-err= 0.982219 th-err= 0.412250 dev= nan test= 0.225000 train= 0.097222
rnd 40: wh-err= 0.982296 th-err= 0.404951 dev= nan test= 0.225000 train= 0.097222
rnd 41: wh-err= 0.982297 th-err= 0.397783 dev= nan test= 0.225000 train= 0.094444
rnd 42: wh-err= 0.982376 th-err= 0.390772 dev= nan test= 0.225000 train= 0.091667
rnd 43: wh-err= 0.982574 th-err= 0.383962 dev= nan test= 0.225000 train= 0.088889
rnd 44: wh-err= 0.983690 th-err= 0.377700 dev= nan test= 0.225000 train= 0.088889
rnd 45: wh-err= 0.984398 th-err= 0.371807 dev= nan test= 0.225000 train= 0.086111
rnd 46: wh-err= 0.982649 th-err= 0.365356 dev= nan test= 0.225000 train= 0.083333
rnd 47: wh-err= 0.984223 th-err= 0.359591 dev= nan test= 0.225000 train= 0.083333
rnd 48: wh-err= 0.983580 th-err= 0.353687 dev= nan test= 0.250000 train= 0.083333
rnd 49: wh-err= 0.981479 th-err= 0.347136 dev= nan test= 0.250000 train= 0.083333
rnd 50: wh-err= 0.983475 th-err= 0.341400 dev= nan test= 0.250000 train= 0.083333
rnd 51: wh-err= 0.983439 th-err= 0.335746 dev= nan test= 0.250000 train= 0.083333
rnd 52: wh-err= 0.983457 th-err= 0.330192 dev= nan test= 0.250000 train= 0.083333
rnd 53: wh-err= 0.983786 th-err= 0.324838 dev= nan test= 0.250000 train= 0.083333
rnd 54: wh-err= 0.983708 th-err= 0.319546 dev= nan test= 0.250000 train= 0.080556
rnd 55: wh-err= 0.983848 th-err= 0.314384 dev= nan test= 0.250000 train= 0.080556
rnd 56: wh-err= 0.983539 th-err= 0.309209 dev= nan test= 0.250000 train= 0.080556
rnd 57: wh-err= 0.984199 th-err= 0.304323 dev= nan test= 0.250000 train= 0.080556
rnd 58: wh-err= 0.984069 th-err= 0.299475 dev= nan test= 0.250000 train= 0.075000
rnd 59: wh-err= 0.983339 th-err= 0.294485 dev= nan test= 0.250000 train= 0.066667
rnd 60: wh-err= 0.982613 th-err= 0.289365 dev= nan test= 0.250000 train= 0.061111
rnd 61: wh-err= 0.982150 th-err= 0.284200 dev= nan test= 0.225000 train= 0.055556
rnd 62: wh-err= 0.981670 th-err= 0.278990 dev= nan test= 0.225000 train= 0.050000
rnd 63: wh-err= 0.982631 th-err= 0.274145 dev= nan test= 0.225000 train= 0.047222
rnd 64: wh-err= 0.982453 th-err= 0.269334 dev= nan test= 0.225000 train= 0.044444
rnd 65: wh-err= 0.982396 th-err= 0.264593 dev= nan test= 0.225000 train= 0.044444
rnd 66: wh-err= 0.982639 th-err= 0.259999 dev= nan test= 0.225000 train= 0.044444
rnd 67: wh-err= 0.983320 th-err= 0.255662 dev= nan test= 0.225000 train= 0.044444
rnd 68: wh-err= 0.983797 th-err= 0.251520 dev= nan test= 0.225000 train= 0.041667
rnd 69: wh-err= 0.984197 th-err= 0.247545 dev= nan test= 0.225000 train= 0.041667
rnd 70: wh-err= 0.984242 th-err= 0.243644 dev= nan test= 0.225000 train= 0.041667
rnd 71: wh-err= 0.984053 th-err= 0.239759 dev= nan test= 0.225000 train= 0.041667
rnd 72: wh-err= 0.983987 th-err= 0.235919 dev= nan test= 0.225000 train= 0.041667
rnd 73: wh-err= 0.982523 th-err= 0.231796 dev= nan test= 0.200000 train= 0.038889
rnd 74: wh-err= 0.981845 th-err= 0.227588 dev= nan test= 0.200000 train= 0.036111
rnd 75: wh-err= 0.981910 th-err= 0.223471 dev= nan test= 0.175000 train= 0.033333
rnd 76: wh-err= 0.982393 th-err= 0.219536 dev= nan test= 0.175000 train= 0.027778
rnd 77: wh-err= 0.981951 th-err= 0.215574 dev= nan test= 0.175000 train= 0.027778
rnd 78: wh-err= 0.981466 th-err= 0.211578 dev= nan test= 0.175000 train= 0.027778
rnd 79: wh-err= 0.980602 th-err= 0.207474 dev= nan test= 0.150000 train= 0.027778
rnd 80: wh-err= 0.978464 th-err= 0.203006 dev= nan test= 0.150000 train= 0.025000
rnd 81: wh-err= 0.981265 th-err= 0.199203 dev= nan test= 0.150000 train= 0.025000
rnd 82: wh-err= 0.981065 th-err= 0.195431 dev= nan test= 0.150000 train= 0.025000
rnd 83: wh-err= 0.981986 th-err= 0.191910 dev= nan test= 0.150000 train= 0.025000
rnd 84: wh-err= 0.983315 th-err= 0.188708 dev= nan test= 0.150000 train= 0.022222
rnd 85: wh-err= 0.983859 th-err= 0.185662 dev= nan test= 0.150000 train= 0.022222
rnd 86: wh-err= 0.983959 th-err= 0.182684 dev= nan test= 0.150000 train= 0.022222
rnd 87: wh-err= 0.984793 th-err= 0.179906 dev= nan test= 0.150000 train= 0.022222
rnd 88: wh-err= 0.984631 th-err= 0.177141 dev= nan test= 0.150000 train= 0.022222
rnd 89: wh-err= 0.984498 th-err= 0.174395 dev= nan test= 0.150000 train= 0.022222
rnd 90: wh-err= 0.984549 th-err= 0.171701 dev= nan test= 0.150000 train= 0.019444
rnd 91: wh-err= 0.985075 th-err= 0.169138 dev= nan test= 0.150000 train= 0.019444
rnd 92: wh-err= 0.985221 th-err= 0.166638 dev= nan test= 0.150000 train= 0.019444
rnd 93: wh-err= 0.985758 th-err= 0.164265 dev= nan test= 0.150000 train= 0.019444
rnd 94: wh-err= 0.985925 th-err= 0.161953 dev= nan test= 0.150000 train= 0.019444
rnd 95: wh-err= 0.986554 th-err= 0.159775 dev= nan test= 0.150000 train= 0.019444
rnd 96: wh-err= 0.986173 th-err= 0.157566 dev= nan test= 0.150000 train= 0.019444
rnd 97: wh-err= 0.985979 th-err= 0.155357 dev= nan test= 0.150000 train= 0.019444
rnd 98: wh-err= 0.986084 th-err= 0.153195 dev= nan test= 0.150000 train= 0.019444
rnd 99: wh-err= 0.985718 th-err= 0.151007 dev= nan test= 0.150000 train= 0.019444
rnd 100: wh-err= 0.986386 th-err= 0.148951 dev= nan test= 0.150000 train= 0.019444
rnd 101: wh-err= 0.986110 th-err= 0.146882 dev= nan test= 0.150000 train= 0.019444
rnd 102: wh-err= 0.985791 th-err= 0.144795 dev= nan test= 0.150000 train= 0.019444
rnd 103: wh-err= 0.985897 th-err= 0.142753 dev= nan test= 0.150000 train= 0.019444
rnd 104: wh-err= 0.985654 th-err= 0.140705 dev= nan test= 0.150000 train= 0.019444
rnd 105: wh-err= 0.984268 th-err= 0.138491 dev= nan test= 0.125000 train= 0.019444
rnd 106: wh-err= 0.986018 th-err= 0.136555 dev= nan test= 0.125000 train= 0.019444
rnd 107: wh-err= 0.986067 th-err= 0.134653 dev= nan test= 0.125000 train= 0.019444
rnd 108: wh-err= 0.984569 th-err= 0.132575 dev= nan test= 0.125000 train= 0.019444
rnd 109: wh-err= 0.985864 th-err= 0.130701 dev= nan test= 0.125000 train= 0.019444
rnd 110: wh-err= 0.984911 th-err= 0.128729 dev= nan test= 0.125000 train= 0.019444
rnd 111: wh-err= 0.986288 th-err= 0.126963 dev= nan test= 0.125000 train= 0.019444
rnd 112: wh-err= 0.986368 th-err= 0.125233 dev= nan test= 0.125000 train= 0.019444
rnd 113: wh-err= 0.986347 th-err= 0.123523 dev= nan test= 0.125000 train= 0.019444
rnd 114: wh-err= 0.986544 th-err= 0.121861 dev= nan test= 0.125000 train= 0.019444
rnd 115: wh-err= 0.986073 th-err= 0.120164 dev= nan test= 0.125000 train= 0.019444
rnd 116: wh-err= 0.986340 th-err= 0.118522 dev= nan test= 0.125000 train= 0.019444
rnd 117: wh-err= 0.986191 th-err= 0.116885 dev= nan test= 0.150000 train= 0.019444
rnd 118: wh-err= 0.986157 th-err= 0.115267 dev= nan test= 0.150000 train= 0.019444
rnd 119: wh-err= 0.986764 th-err= 0.113742 dev= nan test= 0.150000 train= 0.019444
rnd 120: wh-err= 0.986705 th-err= 0.112229 dev= nan test= 0.150000 train= 0.019444
rnd 121: wh-err= 0.987017 th-err= 0.110772 dev= nan test= 0.150000 train= 0.019444
rnd 122: wh-err= 0.986815 th-err= 0.109312 dev= nan test= 0.150000 train= 0.019444
rnd 123: wh-err= 0.986625 th-err= 0.107850 dev= nan test= 0.150000 train= 0.019444
rnd 124: wh-err= 0.986583 th-err= 0.106403 dev= nan test= 0.150000 train= 0.019444
rnd 125: wh-err= 0.986554 th-err= 0.104972 dev= nan test= 0.150000 train= 0.019444
rnd 126: wh-err= 0.986625 th-err= 0.103568 dev= nan test= 0.150000 train= 0.019444
rnd 127: wh-err= 0.986471 th-err= 0.102167 dev= nan test= 0.150000 train= 0.019444
rnd 128: wh-err= 0.986342 th-err= 0.100772 dev= nan test= 0.150000 train= 0.019444
rnd 129: wh-err= 0.986406 th-err= 0.099402 dev= nan test= 0.150000 train= 0.019444
rnd 130: wh-err= 0.986804 th-err= 0.098090 dev= nan test= 0.150000 train= 0.019444
rnd 131: wh-err= 0.986703 th-err= 0.096786 dev= nan test= 0.150000 train= 0.019444
rnd 132: wh-err= 0.987090 th-err= 0.095536 dev= nan test= 0.150000 train= 0.019444
rnd 133: wh-err= 0.987906 th-err= 0.094381 dev= nan test= 0.150000 train= 0.019444
rnd 134: wh-err= 0.987867 th-err= 0.093236 dev= nan test= 0.150000 train= 0.019444
rnd 135: wh-err= 0.988049 th-err= 0.092121 dev= nan test= 0.150000 train= 0.019444
rnd 136: wh-err= 0.988080 th-err= 0.091023 dev= nan test= 0.150000 train= 0.019444
rnd 137: wh-err= 0.987930 th-err= 0.089925 dev= nan test= 0.175000 train= 0.019444
rnd 138: wh-err= 0.987114 th-err= 0.088766 dev= nan test= 0.175000 train= 0.019444
rnd 139: wh-err= 0.988086 th-err= 0.087708 dev= nan test= 0.175000 train= 0.019444
rnd 140: wh-err= 0.987929 th-err= 0.086649 dev= nan test= 0.175000 train= 0.019444
rnd 141: wh-err= 0.987889 th-err= 0.085600 dev= nan test= 0.175000 train= 0.019444
rnd 142: wh-err= 0.987829 th-err= 0.084558 dev= nan test= 0.175000 train= 0.019444
rnd 143: wh-err= 0.987696 th-err= 0.083518 dev= nan test= 0.175000 train= 0.019444
rnd 144: wh-err= 0.987788 th-err= 0.082498 dev= nan test= 0.175000 train= 0.019444
rnd 145: wh-err= 0.988002 th-err= 0.081508 dev= nan test= 0.175000 train= 0.019444
rnd 146: wh-err= 0.987752 th-err= 0.080510 dev= nan test= 0.175000 train= 0.019444
rnd 147: wh-err= 0.986622 th-err= 0.079433 dev= nan test= 0.175000 train= 0.019444
rnd 148: wh-err= 0.988063 th-err= 0.078484 dev= nan test= 0.175000 train= 0.019444
rnd 149: wh-err= 0.988050 th-err= 0.077547 dev= nan test= 0.175000 train= 0.019444
rnd 150: wh-err= 0.988279 th-err= 0.076638 dev= nan test= 0.175000 train= 0.019444
rnd 151: wh-err= 0.988228 th-err= 0.075735 dev= nan test= 0.175000 train= 0.019444
rnd 152: wh-err= 0.988722 th-err= 0.074881 dev= nan test= 0.175000 train= 0.019444
rnd 153: wh-err= 0.988594 th-err= 0.074027 dev= nan test= 0.175000 train= 0.019444
rnd 154: wh-err= 0.988501 th-err= 0.073176 dev= nan test= 0.175000 train= 0.019444
rnd 155: wh-err= 0.988696 th-err= 0.072349 dev= nan test= 0.175000 train= 0.019444
rnd 156: wh-err= 0.988605 th-err= 0.071524 dev= nan test= 0.175000 train= 0.019444
rnd 157: wh-err= 0.988792 th-err= 0.070723 dev= nan test= 0.175000 train= 0.019444
rnd 158: wh-err= 0.988777 th-err= 0.069929 dev= nan test= 0.175000 train= 0.019444
rnd 159: wh-err= 0.988871 th-err= 0.069151 dev= nan test= 0.175000 train= 0.019444
rnd 160: wh-err= 0.988732 th-err= 0.068372 dev= nan test= 0.175000 train= 0.019444
rnd 161: wh-err= 0.988944 th-err= 0.067616 dev= nan test= 0.175000 train= 0.019444
rnd 162: wh-err= 0.989070 th-err= 0.066877 dev= nan test= 0.175000 train= 0.019444
rnd 163: wh-err= 0.989299 th-err= 0.066161 dev= nan test= 0.175000 train= 0.019444
rnd 164: wh-err= 0.989145 th-err= 0.065443 dev= nan test= 0.175000 train= 0.019444
rnd 165: wh-err= 0.989110 th-err= 0.064730 dev= nan test= 0.175000 train= 0.019444
rnd 166: wh-err= 0.989477 th-err= 0.064049 dev= nan test= 0.175000 train= 0.019444
rnd 167: wh-err= 0.989341 th-err= 0.063366 dev= nan test= 0.175000 train= 0.019444
rnd 168: wh-err= 0.989261 th-err= 0.062686 dev= nan test= 0.175000 train= 0.019444
rnd 169: wh-err= 0.989313 th-err= 0.062016 dev= nan test= 0.175000 train= 0.019444
rnd 170: wh-err= 0.989289 th-err= 0.061352 dev= nan test= 0.175000 train= 0.019444
rnd 171: wh-err= 0.989691 th-err= 0.060719 dev= nan test= 0.175000 train= 0.019444
rnd 172: wh-err= 0.989677 th-err= 0.060092 dev= nan test= 0.200000 train= 0.019444
rnd 173: wh-err= 0.990093 th-err= 0.059497 dev= nan test= 0.200000 train= 0.019444
rnd 174: wh-err= 0.990223 th-err= 0.058915 dev= nan test= 0.200000 train= 0.019444
rnd 175: wh-err= 0.990299 th-err= 0.058344 dev= nan test= 0.200000 train= 0.019444
rnd 176: wh-err= 0.990324 th-err= 0.057779 dev= nan test= 0.200000 train= 0.019444
rnd 177: wh-err= 0.990179 th-err= 0.057212 dev= nan test= 0.200000 train= 0.019444
rnd 178: wh-err= 0.990459 th-err= 0.056666 dev= nan test= 0.200000 train= 0.019444
rnd 179: wh-err= 0.990648 th-err= 0.056136 dev= nan test= 0.200000 train= 0.019444
rnd 180: wh-err= 0.990519 th-err= 0.055604 dev= nan test= 0.200000 train= 0.019444
rnd 181: wh-err= 0.990675 th-err= 0.055085 dev= nan test= 0.200000 train= 0.019444
rnd 182: wh-err= 0.990733 th-err= 0.054575 dev= nan test= 0.200000 train= 0.019444
rnd 183: wh-err= 0.990994 th-err= 0.054083 dev= nan test= 0.200000 train= 0.019444
rnd 184: wh-err= 0.991123 th-err= 0.053603 dev= nan test= 0.200000 train= 0.019444
rnd 185: wh-err= 0.991040 th-err= 0.053123 dev= nan test= 0.200000 train= 0.019444
rnd 186: wh-err= 0.991047 th-err= 0.052647 dev= nan test= 0.200000 train= 0.019444
rnd 187: wh-err= 0.991170 th-err= 0.052182 dev= nan test= 0.200000 train= 0.019444
rnd 188: wh-err= 0.991176 th-err= 0.051722 dev= nan test= 0.175000 train= 0.019444
rnd 189: wh-err= 0.991292 th-err= 0.051271 dev= nan test= 0.175000 train= 0.019444
rnd 190: wh-err= 0.991319 th-err= 0.050826 dev= nan test= 0.175000 train= 0.019444
rnd 191: wh-err= 0.991228 th-err= 0.050381 dev= nan test= 0.175000 train= 0.019444
rnd 192: wh-err= 0.991278 th-err= 0.049941 dev= nan test= 0.200000 train= 0.019444
rnd 193: wh-err= 0.991346 th-err= 0.049509 dev= nan test= 0.200000 train= 0.019444
rnd 194: wh-err= 0.991400 th-err= 0.049083 dev= nan test= 0.200000 train= 0.019444
rnd 195: wh-err= 0.991354 th-err= 0.048659 dev= nan test= 0.200000 train= 0.019444
rnd 196: wh-err= 0.991608 th-err= 0.048250 dev= nan test= 0.200000 train= 0.019444
rnd 197: wh-err= 0.991358 th-err= 0.047833 dev= nan test= 0.200000 train= 0.019444
rnd 198: wh-err= 0.991065 th-err= 0.047406 dev= nan test= 0.200000 train= 0.019444
rnd 199: wh-err= 0.991287 th-err= 0.046993 dev= nan test= 0.200000 train= 0.019444
rnd 200: wh-err= 0.992037 th-err= 0.046619 dev= nan test= 0.200000 train= 0.019444
rnd 201: wh-err= 0.992170 th-err= 0.046254 dev= nan test= 0.200000 train= 0.019444
rnd 202: wh-err= 0.992242 th-err= 0.045895 dev= nan test= 0.200000 train= 0.019444
rnd 203: wh-err= 0.992276 th-err= 0.045540 dev= nan test= 0.200000 train= 0.019444
rnd 204: wh-err= 0.992313 th-err= 0.045190 dev= nan test= 0.200000 train= 0.019444
rnd 205: wh-err= 0.992311 th-err= 0.044843 dev= nan test= 0.200000 train= 0.019444
rnd 206: wh-err= 0.992415 th-err= 0.044503 dev= nan test= 0.200000 train= 0.019444
rnd 207: wh-err= 0.992346 th-err= 0.044162 dev= nan test= 0.200000 train= 0.019444
rnd 208: wh-err= 0.992280 th-err= 0.043821 dev= nan test= 0.200000 train= 0.019444
rnd 209: wh-err= 0.992501 th-err= 0.043493 dev= nan test= 0.200000 train= 0.019444
rnd 210: wh-err= 0.992440 th-err= 0.043164 dev= nan test= 0.200000 train= 0.019444
rnd 211: wh-err= 0.992378 th-err= 0.042835 dev= nan test= 0.200000 train= 0.019444
rnd 212: wh-err= 0.992545 th-err= 0.042515 dev= nan test= 0.200000 train= 0.019444
rnd 213: wh-err= 0.992818 th-err= 0.042210 dev= nan test= 0.200000 train= 0.019444
rnd 214: wh-err= 0.992885 th-err= 0.041910 dev= nan test= 0.200000 train= 0.019444
rnd 215: wh-err= 0.992889 th-err= 0.041612 dev= nan test= 0.200000 train= 0.019444
rnd 216: wh-err= 0.992936 th-err= 0.041318 dev= nan test= 0.200000 train= 0.019444
rnd 217: wh-err= 0.992984 th-err= 0.041028 dev= nan test= 0.200000 train= 0.019444
rnd 218: wh-err= 0.992929 th-err= 0.040738 dev= nan test= 0.200000 train= 0.019444
rnd 219: wh-err= 0.993012 th-err= 0.040453 dev= nan test= 0.200000 train= 0.019444
rnd 220: wh-err= 0.992965 th-err= 0.040169 dev= nan test= 0.200000 train= 0.019444
rnd 221: wh-err= 0.992910 th-err= 0.039884 dev= nan test= 0.200000 train= 0.019444
rnd 222: wh-err= 0.993102 th-err= 0.039609 dev= nan test= 0.200000 train= 0.019444
rnd 223: wh-err= 0.993125 th-err= 0.039336 dev= nan test= 0.200000 train= 0.019444
rnd 224: wh-err= 0.993142 th-err= 0.039067 dev= nan test= 0.200000 train= 0.019444
rnd 225: wh-err= 0.993231 th-err= 0.038802 dev= nan test= 0.200000 train= 0.019444
rnd 226: wh-err= 0.993283 th-err= 0.038542 dev= nan test= 0.200000 train= 0.019444
rnd 227: wh-err= 0.993300 th-err= 0.038283 dev= nan test= 0.200000 train= 0.019444
rnd 228: wh-err= 0.993309 th-err= 0.038027 dev= nan test= 0.200000 train= 0.019444
rnd 229: wh-err= 0.993404 th-err= 0.037776 dev= nan test= 0.200000 train= 0.019444
rnd 230: wh-err= 0.993327 th-err= 0.037524 dev= nan test= 0.200000 train= 0.019444
rnd 231: wh-err= 0.993323 th-err= 0.037274 dev= nan test= 0.200000 train= 0.019444
rnd 232: wh-err= 0.993372 th-err= 0.037027 dev= nan test= 0.200000 train= 0.019444
rnd 233: wh-err= 0.993393 th-err= 0.036782 dev= nan test= 0.200000 train= 0.019444
rnd 234: wh-err= 0.993485 th-err= 0.036542 dev= nan test= 0.200000 train= 0.019444
rnd 235: wh-err= 0.993555 th-err= 0.036307 dev= nan test= 0.200000 train= 0.019444
rnd 236: wh-err= 0.993629 th-err= 0.036076 dev= nan test= 0.200000 train= 0.019444
rnd 237: wh-err= 0.993652 th-err= 0.035846 dev= nan test= 0.200000 train= 0.019444
rnd 238: wh-err= 0.993687 th-err= 0.035620 dev= nan test= 0.200000 train= 0.019444
rnd 239: wh-err= 0.992531 th-err= 0.035354 dev= nan test= 0.200000 train= 0.019444
rnd 240: wh-err= 0.993706 th-err= 0.035132 dev= nan test= 0.200000 train= 0.019444
rnd 241: wh-err= 0.993777 th-err= 0.034913 dev= nan test= 0.200000 train= 0.019444
rnd 242: wh-err= 0.993750 th-err= 0.034695 dev= nan test= 0.225000 train= 0.019444
rnd 243: wh-err= 0.993851 th-err= 0.034481 dev= nan test= 0.225000 train= 0.019444
rnd 244: wh-err= 0.993857 th-err= 0.034270 dev= nan test= 0.225000 train= 0.019444
rnd 245: wh-err= 0.993877 th-err= 0.034060 dev= nan test= 0.225000 train= 0.019444
rnd 246: wh-err= 0.993857 th-err= 0.033851 dev= nan test= 0.225000 train= 0.019444
rnd 247: wh-err= 0.993890 th-err= 0.033644 dev= nan test= 0.225000 train= 0.019444
rnd 248: wh-err= 0.994085 th-err= 0.033445 dev= nan test= 0.225000 train= 0.019444
rnd 249: wh-err= 0.994048 th-err= 0.033246 dev= nan test= 0.225000 train= 0.019444
rnd 250: wh-err= 0.992744 th-err= 0.033004 dev= nan test= 0.225000 train= 0.019444
rnd 251: wh-err= 0.994070 th-err= 0.032809 dev= nan test= 0.225000 train= 0.019444
rnd 252: wh-err= 0.994062 th-err= 0.032614 dev= nan test= 0.225000 train= 0.019444
rnd 253: wh-err= 0.994205 th-err= 0.032425 dev= nan test= 0.225000 train= 0.019444
rnd 254: wh-err= 0.994286 th-err= 0.032240 dev= nan test= 0.225000 train= 0.019444
rnd 255: wh-err= 0.994293 th-err= 0.032056 dev= nan test= 0.225000 train= 0.019444
rnd 256: wh-err= 0.994258 th-err= 0.031872 dev= nan test= 0.225000 train= 0.019444
rnd 257: wh-err= 0.993754 th-err= 0.031673 dev= nan test= 0.225000 train= 0.019444
rnd 258: wh-err= 0.993921 th-err= 0.031480 dev= nan test= 0.225000 train= 0.019444
rnd 259: wh-err= 0.994128 th-err= 0.031295 dev= nan test= 0.225000 train= 0.019444
rnd 260: wh-err= 0.994211 th-err= 0.031114 dev= nan test= 0.225000 train= 0.019444
rnd 261: wh-err= 0.994318 th-err= 0.030937 dev= nan test= 0.225000 train= 0.019444
rnd 262: wh-err= 0.994352 th-err= 0.030762 dev= nan test= 0.225000 train= 0.019444
rnd 263: wh-err= 0.994498 th-err= 0.030593 dev= nan test= 0.225000 train= 0.019444
rnd 264: wh-err= 0.994579 th-err= 0.030427 dev= nan test= 0.225000 train= 0.019444
rnd 265: wh-err= 0.994560 th-err= 0.030262 dev= nan test= 0.225000 train= 0.019444
rnd 266: wh-err= 0.994664 th-err= 0.030100 dev= nan test= 0.225000 train= 0.019444
rnd 267: wh-err= 0.994679 th-err= 0.029940 dev= nan test= 0.225000 train= 0.019444
rnd 268: wh-err= 0.994700 th-err= 0.029782 dev= nan test= 0.225000 train= 0.019444
rnd 269: wh-err= 0.994681 th-err= 0.029623 dev= nan test= 0.225000 train= 0.019444
rnd 270: wh-err= 0.994708 th-err= 0.029466 dev= nan test= 0.225000 train= 0.019444
rnd 271: wh-err= 0.994930 th-err= 0.029317 dev= nan test= 0.225000 train= 0.019444
rnd 272: wh-err= 0.994895 th-err= 0.029167 dev= nan test= 0.225000 train= 0.019444
rnd 273: wh-err= 0.994430 th-err= 0.029005 dev= nan test= 0.225000 train= 0.019444
rnd 274: wh-err= 0.994746 th-err= 0.028852 dev= nan test= 0.225000 train= 0.019444
rnd 275: wh-err= 0.994897 th-err= 0.028705 dev= nan test= 0.225000 train= 0.019444
rnd 276: wh-err= 0.994943 th-err= 0.028560 dev= nan test= 0.225000 train= 0.019444
rnd 277: wh-err= 0.994924 th-err= 0.028415 dev= nan test= 0.225000 train= 0.019444
rnd 278: wh-err= 0.994967 th-err= 0.028272 dev= nan test= 0.225000 train= 0.019444
rnd 279: wh-err= 0.994951 th-err= 0.028129 dev= nan test= 0.225000 train= 0.019444
rnd 280: wh-err= 0.995039 th-err= 0.027990 dev= nan test= 0.225000 train= 0.019444
rnd 281: wh-err= 0.995035 th-err= 0.027851 dev= nan test= 0.225000 train= 0.019444
rnd 282: wh-err= 0.995211 th-err= 0.027717 dev= nan test= 0.225000 train= 0.019444
rnd 283: wh-err= 0.995229 th-err= 0.027585 dev= nan test= 0.225000 train= 0.019444
rnd 284: wh-err= 0.995258 th-err= 0.027454 dev= nan test= 0.225000 train= 0.019444
rnd 285: wh-err= 0.995504 th-err= 0.027331 dev= nan test= 0.225000 train= 0.019444
rnd 286: wh-err= 0.995499 th-err= 0.027208 dev= nan test= 0.225000 train= 0.019444
rnd 287: wh-err= 0.995443 th-err= 0.027084 dev= nan test= 0.200000 train= 0.019444
rnd 288: wh-err= 0.995548 th-err= 0.026963 dev= nan test= 0.200000 train= 0.019444
rnd 289: wh-err= 0.995574 th-err= 0.026844 dev= nan test= 0.200000 train= 0.019444
rnd 290: wh-err= 0.995615 th-err= 0.026726 dev= nan test= 0.200000 train= 0.019444
rnd 291: wh-err= 0.995788 th-err= 0.026614 dev= nan test= 0.200000 train= 0.019444
rnd 292: wh-err= 0.995823 th-err= 0.026503 dev= nan test= 0.200000 train= 0.019444
rnd 293: wh-err= 0.995968 th-err= 0.026396 dev= nan test= 0.200000 train= 0.019444
rnd 294: wh-err= 0.995981 th-err= 0.026290 dev= nan test= 0.200000 train= 0.019444
rnd 295: wh-err= 0.995963 th-err= 0.026183 dev= nan test= 0.200000 train= 0.019444
rnd 296: wh-err= 0.995913 th-err= 0.026076 dev= nan test= 0.200000 train= 0.019444
rnd 297: wh-err= 0.996032 th-err= 0.025973 dev= nan test= 0.200000 train= 0.019444
rnd 298: wh-err= 0.996071 th-err= 0.025871 dev= nan test= 0.200000 train= 0.019444
rnd 299: wh-err= 0.996122 th-err= 0.025771 dev= nan test= 0.200000 train= 0.019444
rnd 300: wh-err= 0.996177 th-err= 0.025672 dev= nan test= 0.200000 train= 0.019444
rnd 301: wh-err= 0.996172 th-err= 0.025574 dev= nan test= 0.200000 train= 0.019444
rnd 302: wh-err= 0.996182 th-err= 0.025476 dev= nan test= 0.200000 train= 0.019444
rnd 303: wh-err= 0.996191 th-err= 0.025379 dev= nan test= 0.200000 train= 0.019444
rnd 304: wh-err= 0.996229 th-err= 0.025283 dev= nan test= 0.200000 train= 0.019444
rnd 305: wh-err= 0.996241 th-err= 0.025188 dev= nan test= 0.200000 train= 0.019444
rnd 306: wh-err= 0.996283 th-err= 0.025095 dev= nan test= 0.200000 train= 0.019444
rnd 307: wh-err= 0.996302 th-err= 0.025002 dev= nan test= 0.200000 train= 0.019444
rnd 308: wh-err= 0.996331 th-err= 0.024910 dev= nan test= 0.200000 train= 0.019444
rnd 309: wh-err= 0.996336 th-err= 0.024819 dev= nan test= 0.200000 train= 0.019444
rnd 310: wh-err= 0.996387 th-err= 0.024729 dev= nan test= 0.200000 train= 0.019444
rnd 311: wh-err= 0.996382 th-err= 0.024640 dev= nan test= 0.200000 train= 0.019444
rnd 312: wh-err= 0.996441 th-err= 0.024552 dev= nan test= 0.200000 train= 0.019444
rnd 313: wh-err= 0.996443 th-err= 0.024465 dev= nan test= 0.200000 train= 0.019444
rnd 314: wh-err= 0.996447 th-err= 0.024378 dev= nan test= 0.200000 train= 0.019444
rnd 315: wh-err= 0.996436 th-err= 0.024291 dev= nan test= 0.200000 train= 0.019444
rnd 316: wh-err= 0.996462 th-err= 0.024205 dev= nan test= 0.200000 train= 0.019444
rnd 317: wh-err= 0.996533 th-err= 0.024121 dev= nan test= 0.200000 train= 0.019444
rnd 318: wh-err= 0.996591 th-err= 0.024039 dev= nan test= 0.200000 train= 0.019444
rnd 319: wh-err= 0.996612 th-err= 0.023957 dev= nan test= 0.200000 train= 0.019444
rnd 320: wh-err= 0.996610 th-err= 0.023876 dev= nan test= 0.200000 train= 0.019444
rnd 321: wh-err= 0.996605 th-err= 0.023795 dev= nan test= 0.200000 train= 0.019444
rnd 322: wh-err= 0.996612 th-err= 0.023715 dev= nan test= 0.200000 train= 0.019444
rnd 323: wh-err= 0.996702 th-err= 0.023636 dev= nan test= 0.200000 train= 0.019444
rnd 324: wh-err= 0.996723 th-err= 0.023559 dev= nan test= 0.200000 train= 0.019444
rnd 325: wh-err= 0.996746 th-err= 0.023482 dev= nan test= 0.200000 train= 0.019444
rnd 326: wh-err= 0.996774 th-err= 0.023406 dev= nan test= 0.200000 train= 0.019444
rnd 327: wh-err= 0.996767 th-err= 0.023331 dev= nan test= 0.200000 train= 0.019444
rnd 328: wh-err= 0.996794 th-err= 0.023256 dev= nan test= 0.200000 train= 0.019444
rnd 329: wh-err= 0.996844 th-err= 0.023183 dev= nan test= 0.200000 train= 0.019444
rnd 330: wh-err= 0.996817 th-err= 0.023109 dev= nan test= 0.200000 train= 0.019444
rnd 331: wh-err= 0.996710 th-err= 0.023033 dev= nan test= 0.200000 train= 0.019444
rnd 332: wh-err= 0.996737 th-err= 0.022958 dev= nan test= 0.200000 train= 0.019444
rnd 333: wh-err= 0.996751 th-err= 0.022883 dev= nan test= 0.200000 train= 0.019444
rnd 334: wh-err= 0.996806 th-err= 0.022810 dev= nan test= 0.200000 train= 0.019444
rnd 335: wh-err= 0.996689 th-err= 0.022734 dev= nan test= 0.200000 train= 0.019444
rnd 336: wh-err= 0.996789 th-err= 0.022661 dev= nan test= 0.200000 train= 0.019444
rnd 337: wh-err= 0.996833 th-err= 0.022590 dev= nan test= 0.200000 train= 0.019444
rnd 338: wh-err= 0.996861 th-err= 0.022519 dev= nan test= 0.200000 train= 0.019444
rnd 339: wh-err= 0.996859 th-err= 0.022448 dev= nan test= 0.200000 train= 0.019444
rnd 340: wh-err= 0.996870 th-err= 0.022378 dev= nan test= 0.200000 train= 0.019444
rnd 341: wh-err= 0.996966 th-err= 0.022310 dev= nan test= 0.200000 train= 0.019444
rnd 342: wh-err= 0.996984 th-err= 0.022243 dev= nan test= 0.200000 train= 0.019444
rnd 343: wh-err= 0.996989 th-err= 0.022176 dev= nan test= 0.200000 train= 0.019444
rnd 344: wh-err= 0.997007 th-err= 0.022109 dev= nan test= 0.200000 train= 0.019444
rnd 345: wh-err= 0.997080 th-err= 0.022045 dev= nan test= 0.200000 train= 0.019444
rnd 346: wh-err= 0.997089 th-err= 0.021981 dev= nan test= 0.200000 train= 0.019444
rnd 347: wh-err= 0.997092 th-err= 0.021917 dev= nan test= 0.200000 train= 0.019444
rnd 348: wh-err= 0.997088 th-err= 0.021853 dev= nan test= 0.200000 train= 0.019444
rnd 349: wh-err= 0.997083 th-err= 0.021789 dev= nan test= 0.200000 train= 0.019444
rnd 350: wh-err= 0.997127 th-err= 0.021726 dev= nan test= 0.200000 train= 0.019444
rnd 351: wh-err= 0.997142 th-err= 0.021664 dev= nan test= 0.200000 train= 0.019444
rnd 352: wh-err= 0.997235 th-err= 0.021604 dev= nan test= 0.200000 train= 0.019444
rnd 353: wh-err= 0.997236 th-err= 0.021545 dev= nan test= 0.200000 train= 0.019444
rnd 354: wh-err= 0.997226 th-err= 0.021485 dev= nan test= 0.200000 train= 0.019444
rnd 355: wh-err= 0.997263 th-err= 0.021426 dev= nan test= 0.200000 train= 0.019444
rnd 356: wh-err= 0.997317 th-err= 0.021369 dev= nan test= 0.200000 train= 0.019444
rnd 357: wh-err= 0.997336 th-err= 0.021312 dev= nan test= 0.200000 train= 0.019444
rnd 358: wh-err= 0.997333 th-err= 0.021255 dev= nan test= 0.200000 train= 0.019444
rnd 359: wh-err= 0.997335 th-err= 0.021198 dev= nan test= 0.200000 train= 0.019444
rnd 360: wh-err= 0.997339 th-err= 0.021142 dev= nan test= 0.200000 train= 0.019444
rnd 361: wh-err= 0.997340 th-err= 0.021086 dev= nan test= 0.200000 train= 0.019444
rnd 362: wh-err= 0.997364 th-err= 0.021030 dev= nan test= 0.200000 train= 0.019444
rnd 363: wh-err= 0.997405 th-err= 0.020975 dev= nan test= 0.200000 train= 0.019444
rnd 364: wh-err= 0.997423 th-err= 0.020921 dev= nan test= 0.200000 train= 0.019444
rnd 365: wh-err= 0.997426 th-err= 0.020868 dev= nan test= 0.200000 train= 0.019444
rnd 366: wh-err= 0.997499 th-err= 0.020815 dev= nan test= 0.200000 train= 0.019444
rnd 367: wh-err= 0.997501 th-err= 0.020763 dev= nan test= 0.200000 train= 0.019444
rnd 368: wh-err= 0.997557 th-err= 0.020713 dev= nan test= 0.200000 train= 0.019444
rnd 369: wh-err= 0.997579 th-err= 0.020662 dev= nan test= 0.200000 train= 0.019444
rnd 370: wh-err= 0.997589 th-err= 0.020613 dev= nan test= 0.200000 train= 0.019444
rnd 371: wh-err= 0.997588 th-err= 0.020563 dev= nan test= 0.200000 train= 0.019444
rnd 372: wh-err= 0.997605 th-err= 0.020514 dev= nan test= 0.200000 train= 0.019444
rnd 373: wh-err= 0.997649 th-err= 0.020465 dev= nan test= 0.200000 train= 0.019444
rnd 374: wh-err= 0.997670 th-err= 0.020418 dev= nan test= 0.200000 train= 0.019444
rnd 375: wh-err= 0.997671 th-err= 0.020370 dev= nan test= 0.200000 train= 0.019444
rnd 376: wh-err= 0.997670 th-err= 0.020323 dev= nan test= 0.200000 train= 0.019444
rnd 377: wh-err= 0.997685 th-err= 0.020276 dev= nan test= 0.200000 train= 0.019444
rnd 378: wh-err= 0.997684 th-err= 0.020229 dev= nan test= 0.200000 train= 0.019444
rnd 379: wh-err= 0.997740 th-err= 0.020183 dev= nan test= 0.200000 train= 0.019444
rnd 380: wh-err= 0.997746 th-err= 0.020137 dev= nan test= 0.200000 train= 0.019444
rnd 381: wh-err= 0.997765 th-err= 0.020092 dev= nan test= 0.200000 train= 0.019444
rnd 382: wh-err= 0.997726 th-err= 0.020047 dev= nan test= 0.200000 train= 0.019444
rnd 383: wh-err= 0.997765 th-err= 0.020002 dev= nan test= 0.200000 train= 0.019444
rnd 384: wh-err= 0.997788 th-err= 0.019958 dev= nan test= 0.200000 train= 0.019444
rnd 385: wh-err= 0.997819 th-err= 0.019914 dev= nan test= 0.200000 train= 0.019444
rnd 386: wh-err= 0.997835 th-err= 0.019871 dev= nan test= 0.200000 train= 0.019444
rnd 387: wh-err= 0.997838 th-err= 0.019828 dev= nan test= 0.200000 train= 0.019444
rnd 388: wh-err= 0.997846 th-err= 0.019785 dev= nan test= 0.200000 train= 0.019444
rnd 389: wh-err= 0.997850 th-err= 0.019743 dev= nan test= 0.200000 train= 0.019444
rnd 390: wh-err= 0.997858 th-err= 0.019701 dev= nan test= 0.200000 train= 0.019444
rnd 391: wh-err= 0.997861 th-err= 0.019658 dev= nan test= 0.200000 train= 0.019444
rnd 392: wh-err= 0.997858 th-err= 0.019616 dev= nan test= 0.200000 train= 0.019444
rnd 393: wh-err= 0.997861 th-err= 0.019574 dev= nan test= 0.200000 train= 0.019444
rnd 394: wh-err= 0.997870 th-err= 0.019533 dev= nan test= 0.200000 train= 0.019444
rnd 395: wh-err= 0.997872 th-err= 0.019491 dev= nan test= 0.200000 train= 0.019444
rnd 396: wh-err= 0.997878 th-err= 0.019450 dev= nan test= 0.200000 train= 0.019444
rnd 397: wh-err= 0.997899 th-err= 0.019409 dev= nan test= 0.200000 train= 0.019444
rnd 398: wh-err= 0.997898 th-err= 0.019368 dev= nan test= 0.200000 train= 0.019444
rnd 399: wh-err= 0.997897 th-err= 0.019327 dev= nan test= 0.200000 train= 0.019444
rnd 400: wh-err= 0.997920 th-err= 0.019287 dev= nan test= 0.200000 train= 0.019444
rnd 401: wh-err= 0.997960 th-err= 0.019248 dev= nan test= 0.200000 train= 0.019444
rnd 402: wh-err= 0.997986 th-err= 0.019209 dev= nan test= 0.200000 train= 0.019444
rnd 403: wh-err= 0.997985 th-err= 0.019170 dev= nan test= 0.200000 train= 0.019444
rnd 404: wh-err= 0.998005 th-err= 0.019132 dev= nan test= 0.200000 train= 0.019444
rnd 405: wh-err= 0.998006 th-err= 0.019094 dev= nan test= 0.200000 train= 0.019444
rnd 406: wh-err= 0.998004 th-err= 0.019056 dev= nan test= 0.200000 train= 0.019444
rnd 407: wh-err= 0.998004 th-err= 0.019018 dev= nan test= 0.200000 train= 0.019444
rnd 408: wh-err= 0.998021 th-err= 0.018980 dev= nan test= 0.200000 train= 0.019444
rnd 409: wh-err= 0.998040 th-err= 0.018943 dev= nan test= 0.200000 train= 0.019444
rnd 410: wh-err= 0.998039 th-err= 0.018906 dev= nan test= 0.200000 train= 0.019444
rnd 411: wh-err= 0.998045 th-err= 0.018869 dev= nan test= 0.200000 train= 0.019444
rnd 412: wh-err= 0.998054 th-err= 0.018832 dev= nan test= 0.200000 train= 0.019444
rnd 413: wh-err= 0.998078 th-err= 0.018796 dev= nan test= 0.200000 train= 0.019444
rnd 414: wh-err= 0.997996 th-err= 0.018758 dev= nan test= 0.200000 train= 0.019444
rnd 415: wh-err= 0.998077 th-err= 0.018722 dev= nan test= 0.200000 train= 0.019444
rnd 416: wh-err= 0.998105 th-err= 0.018687 dev= nan test= 0.200000 train= 0.019444
rnd 417: wh-err= 0.998113 th-err= 0.018651 dev= nan test= 0.200000 train= 0.019444
rnd 418: wh-err= 0.998132 th-err= 0.018617 dev= nan test= 0.200000 train= 0.019444
rnd 419: wh-err= 0.998145 th-err= 0.018582 dev= nan test= 0.200000 train= 0.019444
rnd 420: wh-err= 0.998164 th-err= 0.018548 dev= nan test= 0.200000 train= 0.019444
rnd 421: wh-err= 0.998175 th-err= 0.018514 dev= nan test= 0.200000 train= 0.019444
rnd 422: wh-err= 0.998176 th-err= 0.018480 dev= nan test= 0.200000 train= 0.019444
rnd 423: wh-err= 0.998184 th-err= 0.018447 dev= nan test= 0.200000 train= 0.019444
rnd 424: wh-err= 0.998201 th-err= 0.018414 dev= nan test= 0.200000 train= 0.019444
rnd 425: wh-err= 0.998182 th-err= 0.018380 dev= nan test= 0.200000 train= 0.019444
rnd 426: wh-err= 0.998219 th-err= 0.018347 dev= nan test= 0.200000 train= 0.019444
rnd 427: wh-err= 0.998235 th-err= 0.018315 dev= nan test= 0.200000 train= 0.019444
rnd 428: wh-err= 0.998233 th-err= 0.018283 dev= nan test= 0.200000 train= 0.019444
rnd 429: wh-err= 0.998196 th-err= 0.018250 dev= nan test= 0.200000 train= 0.019444
rnd 430: wh-err= 0.998231 th-err= 0.018217 dev= nan test= 0.200000 train= 0.019444
rnd 431: wh-err= 0.998232 th-err= 0.018185 dev= nan test= 0.200000 train= 0.019444
rnd 432: wh-err= 0.998230 th-err= 0.018153 dev= nan test= 0.200000 train= 0.019444
rnd 433: wh-err= 0.998236 th-err= 0.018121 dev= nan test= 0.200000 train= 0.019444
rnd 434: wh-err= 0.997815 th-err= 0.018081 dev= nan test= 0.200000 train= 0.019444
rnd 435: wh-err= 0.998269 th-err= 0.018050 dev= nan test= 0.200000 train= 0.019444
rnd 436: wh-err= 0.998291 th-err= 0.018019 dev= nan test= 0.200000 train= 0.019444
rnd 437: wh-err= 0.998303 th-err= 0.017989 dev= nan test= 0.200000 train= 0.019444
rnd 438: wh-err= 0.998309 th-err= 0.017958 dev= nan test= 0.200000 train= 0.019444
rnd 439: wh-err= 0.998307 th-err= 0.017928 dev= nan test= 0.200000 train= 0.019444
rnd 440: wh-err= 0.998329 th-err= 0.017898 dev= nan test= 0.200000 train= 0.019444
rnd 441: wh-err= 0.998331 th-err= 0.017868 dev= nan test= 0.200000 train= 0.019444
rnd 442: wh-err= 0.998336 th-err= 0.017838 dev= nan test= 0.200000 train= 0.019444
rnd 443: wh-err= 0.998353 th-err= 0.017809 dev= nan test= 0.200000 train= 0.019444
rnd 444: wh-err= 0.998358 th-err= 0.017780 dev= nan test= 0.200000 train= 0.019444
rnd 445: wh-err= 0.998362 th-err= 0.017750 dev= nan test= 0.200000 train= 0.019444
rnd 446: wh-err= 0.998368 th-err= 0.017722 dev= nan test= 0.200000 train= 0.019444
rnd 447: wh-err= 0.998371 th-err= 0.017693 dev= nan test= 0.200000 train= 0.019444
rnd 448: wh-err= 0.998370 th-err= 0.017664 dev= nan test= 0.200000 train= 0.019444
rnd 449: wh-err= 0.998381 th-err= 0.017635 dev= nan test= 0.200000 train= 0.019444
rnd 450: wh-err= 0.998384 th-err= 0.017607 dev= nan test= 0.200000 train= 0.019444
rnd 451: wh-err= 0.998394 th-err= 0.017578 dev= nan test= 0.200000 train= 0.019444
rnd 452: wh-err= 0.998422 th-err= 0.017551 dev= nan test= 0.200000 train= 0.019444
rnd 453: wh-err= 0.998425 th-err= 0.017523 dev= nan test= 0.200000 train= 0.019444
rnd 454: wh-err= 0.998424 th-err= 0.017495 dev= nan test= 0.200000 train= 0.019444
rnd 455: wh-err= 0.998436 th-err= 0.017468 dev= nan test= 0.200000 train= 0.019444
rnd 456: wh-err= 0.998419 th-err= 0.017440 dev= nan test= 0.200000 train= 0.019444
rnd 457: wh-err= 0.998436 th-err= 0.017413 dev= nan test= 0.200000 train= 0.019444
rnd 458: wh-err= 0.998453 th-err= 0.017386 dev= nan test= 0.200000 train= 0.019444
rnd 459: wh-err= 0.998349 th-err= 0.017358 dev= nan test= 0.200000 train= 0.019444
rnd 460: wh-err= 0.998498 th-err= 0.017331 dev= nan test= 0.200000 train= 0.019444
rnd 461: wh-err= 0.998500 th-err= 0.017305 dev= nan test= 0.200000 train= 0.019444
rnd 462: wh-err= 0.998504 th-err= 0.017280 dev= nan test= 0.200000 train= 0.019444
rnd 463: wh-err= 0.998523 th-err= 0.017254 dev= nan test= 0.200000 train= 0.019444
rnd 464: wh-err= 0.998529 th-err= 0.017229 dev= nan test= 0.200000 train= 0.019444
rnd 465: wh-err= 0.998530 th-err= 0.017203 dev= nan test= 0.200000 train= 0.019444
rnd 466: wh-err= 0.998538 th-err= 0.017178 dev= nan test= 0.200000 train= 0.019444
rnd 467: wh-err= 0.998540 th-err= 0.017153 dev= nan test= 0.200000 train= 0.019444
rnd 468: wh-err= 0.998541 th-err= 0.017128 dev= nan test= 0.200000 train= 0.019444
rnd 469: wh-err= 0.998545 th-err= 0.017103 dev= nan test= 0.200000 train= 0.019444
rnd 470: wh-err= 0.998547 th-err= 0.017078 dev= nan test= 0.200000 train= 0.019444
rnd 471: wh-err= 0.998548 th-err= 0.017054 dev= nan test= 0.200000 train= 0.019444
rnd 472: wh-err= 0.998556 th-err= 0.017029 dev= nan test= 0.200000 train= 0.019444
rnd 473: wh-err= 0.998566 th-err= 0.017004 dev= nan test= 0.200000 train= 0.019444
rnd 474: wh-err= 0.998569 th-err= 0.016980 dev= nan test= 0.200000 train= 0.019444
rnd 475: wh-err= 0.998583 th-err= 0.016956 dev= nan test= 0.200000 train= 0.019444
rnd 476: wh-err= 0.998582 th-err= 0.016932 dev= nan test= 0.200000 train= 0.019444
rnd 477: wh-err= 0.998595 th-err= 0.016908 dev= nan test= 0.200000 train= 0.019444
rnd 478: wh-err= 0.998604 th-err= 0.016885 dev= nan test= 0.200000 train= 0.019444
rnd 479: wh-err= 0.998607 th-err= 0.016861 dev= nan test= 0.200000 train= 0.019444
rnd 480: wh-err= 0.998612 th-err= 0.016838 dev= nan test= 0.200000 train= 0.019444
rnd 481: wh-err= 0.998613 th-err= 0.016814 dev= nan test= 0.200000 train= 0.019444
rnd 482: wh-err= 0.998621 th-err= 0.016791 dev= nan test= 0.200000 train= 0.019444
rnd 483: wh-err= 0.998638 th-err= 0.016768 dev= nan test= 0.200000 train= 0.019444
rnd 484: wh-err= 0.998639 th-err= 0.016746 dev= nan test= 0.200000 train= 0.019444
rnd 485: wh-err= 0.998643 th-err= 0.016723 dev= nan test= 0.200000 train= 0.019444
rnd 486: wh-err= 0.998650 th-err= 0.016700 dev= nan test= 0.200000 train= 0.019444
rnd 487: wh-err= 0.998652 th-err= 0.016678 dev= nan test= 0.200000 train= 0.019444
rnd 488: wh-err= 0.998662 th-err= 0.016655 dev= nan test= 0.200000 train= 0.019444
rnd 489: wh-err= 0.998665 th-err= 0.016633 dev= nan test= 0.200000 train= 0.019444
rnd 490: wh-err= 0.998665 th-err= 0.016611 dev= nan test= 0.200000 train= 0.019444
rnd 491: wh-err= 0.998666 th-err= 0.016589 dev= nan test= 0.200000 train= 0.019444
rnd 492: wh-err= 0.998674 th-err= 0.016567 dev= nan test= 0.200000 train= 0.019444
rnd 493: wh-err= 0.998675 th-err= 0.016545 dev= nan test= 0.200000 train= 0.019444
rnd 494: wh-err= 0.998675 th-err= 0.016523 dev= nan test= 0.200000 train= 0.019444
rnd 495: wh-err= 0.998682 th-err= 0.016501 dev= nan test= 0.200000 train= 0.019444
rnd 496: wh-err= 0.998697 th-err= 0.016480 dev= nan test= 0.200000 train= 0.019444
rnd 497: wh-err= 0.998708 th-err= 0.016458 dev= nan test= 0.200000 train= 0.019444
rnd 498: wh-err= 0.998707 th-err= 0.016437 dev= nan test= 0.200000 train= 0.019444
rnd 499: wh-err= 0.998714 th-err= 0.016416 dev= nan test= 0.200000 train= 0.019444
rnd 500: wh-err= 0.998714 th-err= 0.016395 dev= nan test= 0.200000 train= 0.019444
rnd 501: wh-err= 0.998715 th-err= 0.016374 dev= nan test= 0.200000 train= 0.019444
rnd 502: wh-err= 0.998722 th-err= 0.016353 dev= nan test= 0.200000 train= 0.019444
rnd 503: wh-err= 0.998723 th-err= 0.016332 dev= nan test= 0.200000 train= 0.019444
rnd 504: wh-err= 0.998724 th-err= 0.016311 dev= nan test= 0.200000 train= 0.019444
rnd 505: wh-err= 0.998724 th-err= 0.016290 dev= nan test= 0.200000 train= 0.019444
rnd 506: wh-err= 0.998716 th-err= 0.016269 dev= nan test= 0.200000 train= 0.019444
rnd 507: wh-err= 0.998734 th-err= 0.016249 dev= nan test= 0.200000 train= 0.019444
rnd 508: wh-err= 0.998734 th-err= 0.016228 dev= nan test= 0.200000 train= 0.019444
rnd 509: wh-err= 0.998733 th-err= 0.016208 dev= nan test= 0.200000 train= 0.019444
rnd 510: wh-err= 0.998733 th-err= 0.016187 dev= nan test= 0.200000 train= 0.019444
rnd 511: wh-err= 0.998742 th-err= 0.016167 dev= nan test= 0.200000 train= 0.019444
rnd 512: wh-err= 0.998748 th-err= 0.016146 dev= nan test= 0.200000 train= 0.019444
rnd 513: wh-err= 0.998748 th-err= 0.016126 dev= nan test= 0.200000 train= 0.019444
rnd 514: wh-err= 0.998749 th-err= 0.016106 dev= nan test= 0.200000 train= 0.019444
rnd 515: wh-err= 0.998751 th-err= 0.016086 dev= nan test= 0.200000 train= 0.019444
rnd 516: wh-err= 0.998763 th-err= 0.016066 dev= nan test= 0.200000 train= 0.019444
rnd 517: wh-err= 0.998763 th-err= 0.016046 dev= nan test= 0.200000 train= 0.019444
rnd 518: wh-err= 0.998774 th-err= 0.016027 dev= nan test= 0.200000 train= 0.019444
rnd 519: wh-err= 0.998774 th-err= 0.016007 dev= nan test= 0.200000 train= 0.019444
rnd 520: wh-err= 0.998779 th-err= 0.015987 dev= nan test= 0.200000 train= 0.019444
rnd 521: wh-err= 0.998791 th-err= 0.015968 dev= nan test= 0.200000 train= 0.019444
rnd 522: wh-err= 0.998810 th-err= 0.015949 dev= nan test= 0.200000 train= 0.019444
rnd 523: wh-err= 0.998811 th-err= 0.015930 dev= nan test= 0.200000 train= 0.019444
rnd 524: wh-err= 0.998816 th-err= 0.015911 dev= nan test= 0.200000 train= 0.019444
rnd 525: wh-err= 0.998818 th-err= 0.015892 dev= nan test= 0.175000 train= 0.019444
rnd 526: wh-err= 0.998820 th-err= 0.015874 dev= nan test= 0.175000 train= 0.019444
rnd 527: wh-err= 0.998830 th-err= 0.015855 dev= nan test= 0.175000 train= 0.019444
rnd 528: wh-err= 0.998840 th-err= 0.015837 dev= nan test= 0.175000 train= 0.019444
rnd 529: wh-err= 0.998838 th-err= 0.015818 dev= nan test= 0.175000 train= 0.019444
rnd 530: wh-err= 0.998823 th-err= 0.015800 dev= nan test= 0.175000 train= 0.019444
rnd 531: wh-err= 0.998842 th-err= 0.015781 dev= nan test= 0.175000 train= 0.019444
rnd 532: wh-err= 0.998866 th-err= 0.015763 dev= nan test= 0.175000 train= 0.019444
rnd 533: wh-err= 0.998875 th-err= 0.015746 dev= nan test= 0.175000 train= 0.019444
rnd 534: wh-err= 0.998877 th-err= 0.015728 dev= nan test= 0.175000 train= 0.019444
rnd 535: wh-err= 0.998881 th-err= 0.015710 dev= nan test= 0.175000 train= 0.019444
rnd 536: wh-err= 0.998883 th-err= 0.015693 dev= nan test= 0.175000 train= 0.019444
rnd 537: wh-err= 0.998891 th-err= 0.015675 dev= nan test= 0.175000 train= 0.019444
rnd 538: wh-err= 0.998893 th-err= 0.015658 dev= nan test= 0.175000 train= 0.019444
rnd 539: wh-err= 0.998901 th-err= 0.015641 dev= nan test= 0.175000 train= 0.019444
rnd 540: wh-err= 0.998905 th-err= 0.015624 dev= nan test= 0.175000 train= 0.019444
rnd 541: wh-err= 0.998912 th-err= 0.015607 dev= nan test= 0.175000 train= 0.019444
rnd 542: wh-err= 0.998918 th-err= 0.015590 dev= nan test= 0.175000 train= 0.019444
rnd 543: wh-err= 0.998920 th-err= 0.015573 dev= nan test= 0.175000 train= 0.019444
rnd 544: wh-err= 0.998903 th-err= 0.015556 dev= nan test= 0.175000 train= 0.019444
rnd 545: wh-err= 0.998926 th-err= 0.015539 dev= nan test= 0.175000 train= 0.019444
rnd 546: wh-err= 0.998927 th-err= 0.015523 dev= nan test= 0.175000 train= 0.019444
rnd 547: wh-err= 0.998930 th-err= 0.015506 dev= nan test= 0.175000 train= 0.019444
rnd 548: wh-err= 0.998939 th-err= 0.015490 dev= nan test= 0.175000 train= 0.019444
rnd 549: wh-err= 0.998939 th-err= 0.015473 dev= nan test= 0.175000 train= 0.019444
rnd 550: wh-err= 0.998947 th-err= 0.015457 dev= nan test= 0.175000 train= 0.019444
rnd 551: wh-err= 0.998950 th-err= 0.015441 dev= nan test= 0.175000 train= 0.019444
rnd 552: wh-err= 0.998952 th-err= 0.015424 dev= nan test= 0.175000 train= 0.019444
rnd 553: wh-err= 0.998959 th-err= 0.015408 dev= nan test= 0.175000 train= 0.019444
rnd 554: wh-err= 0.998958 th-err= 0.015392 dev= nan test= 0.200000 train= 0.019444
rnd 555: wh-err= 0.998962 th-err= 0.015376 dev= nan test= 0.200000 train= 0.019444
rnd 556: wh-err= 0.998968 th-err= 0.015360 dev= nan test= 0.200000 train= 0.019444
rnd 557: wh-err= 0.998970 th-err= 0.015345 dev= nan test= 0.200000 train= 0.019444
rnd 558: wh-err= 0.998975 th-err= 0.015329 dev= nan test= 0.200000 train= 0.019444
rnd 559: wh-err= 0.998979 th-err= 0.015313 dev= nan test= 0.200000 train= 0.019444
rnd 560: wh-err= 0.998982 th-err= 0.015298 dev= nan test= 0.200000 train= 0.019444
rnd 561: wh-err= 0.998982 th-err= 0.015282 dev= nan test= 0.200000 train= 0.019444
rnd 562: wh-err= 0.998990 th-err= 0.015267 dev= nan test= 0.200000 train= 0.019444
rnd 563: wh-err= 0.998991 th-err= 0.015251 dev= nan test= 0.200000 train= 0.019444
rnd 564: wh-err= 0.998993 th-err= 0.015236 dev= nan test= 0.200000 train= 0.019444
rnd 565: wh-err= 0.999002 th-err= 0.015221 dev= nan test= 0.200000 train= 0.019444
rnd 566: wh-err= 0.999004 th-err= 0.015206 dev= nan test= 0.200000 train= 0.019444
rnd 567: wh-err= 0.999004 th-err= 0.015190 dev= nan test= 0.200000 train= 0.019444
rnd 568: wh-err= 0.999006 th-err= 0.015175 dev= nan test= 0.200000 train= 0.019444
rnd 569: wh-err= 0.999008 th-err= 0.015160 dev= nan test= 0.200000 train= 0.019444
rnd 570: wh-err= 0.999010 th-err= 0.015145 dev= nan test= 0.200000 train= 0.019444
rnd 571: wh-err= 0.999010 th-err= 0.015130 dev= nan test= 0.200000 train= 0.019444
rnd 572: wh-err= 0.999011 th-err= 0.015115 dev= nan test= 0.200000 train= 0.019444
rnd 573: wh-err= 0.999013 th-err= 0.015100 dev= nan test= 0.200000 train= 0.019444
rnd 574: wh-err= 0.999014 th-err= 0.015085 dev= nan test= 0.200000 train= 0.019444
rnd 575: wh-err= 0.999020 th-err= 0.015071 dev= nan test= 0.200000 train= 0.019444
rnd 576: wh-err= 0.999021 th-err= 0.015056 dev= nan test= 0.200000 train= 0.019444
rnd 577: wh-err= 0.999025 th-err= 0.015041 dev= nan test= 0.200000 train= 0.019444
rnd 578: wh-err= 0.999028 th-err= 0.015027 dev= nan test= 0.200000 train= 0.019444
rnd 579: wh-err= 0.999029 th-err= 0.015012 dev= nan test= 0.200000 train= 0.019444
rnd 580: wh-err= 0.999031 th-err= 0.014997 dev= nan test= 0.200000 train= 0.019444
rnd 581: wh-err= 0.999035 th-err= 0.014983 dev= nan test= 0.200000 train= 0.019444
rnd 582: wh-err= 0.999046 th-err= 0.014969 dev= nan test= 0.200000 train= 0.019444
rnd 583: wh-err= 0.999048 th-err= 0.014954 dev= nan test= 0.200000 train= 0.019444
rnd 584: wh-err= 0.999053 th-err= 0.014940 dev= nan test= 0.200000 train= 0.019444
rnd 585: wh-err= 0.999053 th-err= 0.014926 dev= nan test= 0.200000 train= 0.019444
rnd 586: wh-err= 0.999055 th-err= 0.014912 dev= nan test= 0.200000 train= 0.019444
rnd 587: wh-err= 0.999055 th-err= 0.014898 dev= nan test= 0.200000 train= 0.019444
rnd 588: wh-err= 0.999059 th-err= 0.014884 dev= nan test= 0.200000 train= 0.019444
rnd 589: wh-err= 0.999062 th-err= 0.014870 dev= nan test= 0.200000 train= 0.019444
rnd 590: wh-err= 0.999062 th-err= 0.014856 dev= nan test= 0.200000 train= 0.019444
rnd 591: wh-err= 0.999065 th-err= 0.014842 dev= nan test= 0.200000 train= 0.019444
rnd 592: wh-err= 0.999067 th-err= 0.014828 dev= nan test= 0.200000 train= 0.019444
rnd 593: wh-err= 0.999068 th-err= 0.014814 dev= nan test= 0.200000 train= 0.019444
rnd 594: wh-err= 0.999070 th-err= 0.014801 dev= nan test= 0.200000 train= 0.019444
rnd 595: wh-err= 0.999071 th-err= 0.014787 dev= nan test= 0.200000 train= 0.019444
rnd 596: wh-err= 0.999072 th-err= 0.014773 dev= nan test= 0.200000 train= 0.019444
rnd 597: wh-err= 0.999072 th-err= 0.014760 dev= nan test= 0.200000 train= 0.019444
rnd 598: wh-err= 0.999073 th-err= 0.014746 dev= nan test= 0.200000 train= 0.019444
rnd 599: wh-err= 0.999075 th-err= 0.014732 dev= nan test= 0.200000 train= 0.019444
rnd 600: wh-err= 0.999089 th-err= 0.014719 dev= nan test= 0.200000 train= 0.019444
rnd 601: wh-err= 0.999078 th-err= 0.014705 dev= nan test= 0.200000 train= 0.019444
rnd 602: wh-err= 0.999102 th-err= 0.014692 dev= nan test= 0.200000 train= 0.019444
rnd 603: wh-err= 0.999104 th-err= 0.014679 dev= nan test= 0.200000 train= 0.019444
rnd 604: wh-err= 0.999113 th-err= 0.014666 dev= nan test= 0.200000 train= 0.019444
rnd 605: wh-err= 0.999113 th-err= 0.014653 dev= nan test= 0.200000 train= 0.019444
rnd 606: wh-err= 0.999116 th-err= 0.014640 dev= nan test= 0.200000 train= 0.019444
rnd 607: wh-err= 0.999120 th-err= 0.014627 dev= nan test= 0.200000 train= 0.019444
rnd 608: wh-err= 0.999121 th-err= 0.014614 dev= nan test= 0.200000 train= 0.019444
rnd 609: wh-err= 0.999122 th-err= 0.014601 dev= nan test= 0.200000 train= 0.019444
rnd 610: wh-err= 0.999123 th-err= 0.014588 dev= nan test= 0.200000 train= 0.019444
rnd 611: wh-err= 0.999125 th-err= 0.014576 dev= nan test= 0.200000 train= 0.019444
rnd 612: wh-err= 0.999126 th-err= 0.014563 dev= nan test= 0.200000 train= 0.019444
rnd 613: wh-err= 0.999132 th-err= 0.014550 dev= nan test= 0.200000 train= 0.019444
rnd 614: wh-err= 0.999132 th-err= 0.014538 dev= nan test= 0.200000 train= 0.019444
rnd 615: wh-err= 0.999132 th-err= 0.014525 dev= nan test= 0.200000 train= 0.019444
rnd 616: wh-err= 0.999138 th-err= 0.014513 dev= nan test= 0.200000 train= 0.019444
rnd 617: wh-err= 0.999138 th-err= 0.014500 dev= nan test= 0.200000 train= 0.019444
rnd 618: wh-err= 0.999148 th-err= 0.014488 dev= nan test= 0.200000 train= 0.019444
rnd 619: wh-err= 0.999149 th-err= 0.014475 dev= nan test= 0.200000 train= 0.019444
rnd 620: wh-err= 0.999153 th-err= 0.014463 dev= nan test= 0.200000 train= 0.019444
rnd 621: wh-err= 0.999153 th-err= 0.014451 dev= nan test= 0.200000 train= 0.019444
rnd 622: wh-err= 0.999161 th-err= 0.014439 dev= nan test= 0.200000 train= 0.019444
rnd 623: wh-err= 0.999185 th-err= 0.014427 dev= nan test= 0.200000 train= 0.019444
rnd 624: wh-err= 0.999189 th-err= 0.014415 dev= nan test= 0.200000 train= 0.019444
rnd 625: wh-err= 0.999189 th-err= 0.014404 dev= nan test= 0.200000 train= 0.019444
rnd 626: wh-err= 0.999189 th-err= 0.014392 dev= nan test= 0.200000 train= 0.019444
rnd 627: wh-err= 0.999198 th-err= 0.014380 dev= nan test= 0.200000 train= 0.019444
rnd 628: wh-err= 0.999198 th-err= 0.014369 dev= nan test= 0.200000 train= 0.019444
rnd 629: wh-err= 0.999201 th-err= 0.014357 dev= nan test= 0.200000 train= 0.019444
rnd 630: wh-err= 0.999197 th-err= 0.014346 dev= nan test= 0.200000 train= 0.019444
rnd 631: wh-err= 0.999190 th-err= 0.014334 dev= nan test= 0.200000 train= 0.019444
rnd 632: wh-err= 0.999191 th-err= 0.014323 dev= nan test= 0.200000 train= 0.019444
rnd 633: wh-err= 0.999201 th-err= 0.014311 dev= nan test= 0.200000 train= 0.019444
rnd 634: wh-err= 0.999204 th-err= 0.014300 dev= nan test= 0.200000 train= 0.019444
rnd 635: wh-err= 0.999208 th-err= 0.014288 dev= nan test= 0.200000 train= 0.019444
rnd 636: wh-err= 0.999208 th-err= 0.014277 dev= nan test= 0.200000 train= 0.019444
rnd 637: wh-err= 0.999208 th-err= 0.014266 dev= nan test= 0.200000 train= 0.019444
rnd 638: wh-err= 0.999210 th-err= 0.014255 dev= nan test= 0.200000 train= 0.019444
rnd 639: wh-err= 0.999211 th-err= 0.014243 dev= nan test= 0.200000 train= 0.019444
rnd 640: wh-err= 0.999212 th-err= 0.014232 dev= nan test= 0.200000 train= 0.019444
rnd 641: wh-err= 0.999212 th-err= 0.014221 dev= nan test= 0.200000 train= 0.019444
rnd 642: wh-err= 0.999213 th-err= 0.014210 dev= nan test= 0.200000 train= 0.019444
rnd 643: wh-err= 0.999217 th-err= 0.014199 dev= nan test= 0.200000 train= 0.019444
rnd 644: wh-err= 0.999217 th-err= 0.014187 dev= nan test= 0.200000 train= 0.019444
rnd 645: wh-err= 0.999217 th-err= 0.014176 dev= nan test= 0.200000 train= 0.019444
rnd 646: wh-err= 0.999219 th-err= 0.014165 dev= nan test= 0.200000 train= 0.019444
rnd 647: wh-err= 0.999224 th-err= 0.014154 dev= nan test= 0.200000 train= 0.019444
rnd 648: wh-err= 0.999225 th-err= 0.014143 dev= nan test= 0.200000 train= 0.019444
rnd 649: wh-err= 0.999226 th-err= 0.014132 dev= nan test= 0.200000 train= 0.019444
rnd 650: wh-err= 0.999226 th-err= 0.014121 dev= nan test= 0.200000 train= 0.019444
rnd 651: wh-err= 0.999229 th-err= 0.014111 dev= nan test= 0.200000 train= 0.019444
rnd 652: wh-err= 0.999229 th-err= 0.014100 dev= nan test= 0.200000 train= 0.019444
rnd 653: wh-err= 0.999231 th-err= 0.014089 dev= nan test= 0.200000 train= 0.019444
rnd 654: wh-err= 0.999231 th-err= 0.014078 dev= nan test= 0.200000 train= 0.019444
rnd 655: wh-err= 0.999232 th-err= 0.014067 dev= nan test= 0.200000 train= 0.019444
rnd 656: wh-err= 0.999233 th-err= 0.014056 dev= nan test= 0.200000 train= 0.019444
rnd 657: wh-err= 0.999235 th-err= 0.014046 dev= nan test= 0.200000 train= 0.019444
rnd 658: wh-err= 0.999235 th-err= 0.014035 dev= nan test= 0.200000 train= 0.019444
rnd 659: wh-err= 0.999237 th-err= 0.014024 dev= nan test= 0.200000 train= 0.019444
rnd 660: wh-err= 0.999239 th-err= 0.014013 dev= nan test= 0.200000 train= 0.019444
rnd 661: wh-err= 0.999239 th-err= 0.014003 dev= nan test= 0.200000 train= 0.019444
rnd 662: wh-err= 0.999239 th-err= 0.013992 dev= nan test= 0.200000 train= 0.019444
rnd 663: wh-err= 0.999240 th-err= 0.013982 dev= nan test= 0.200000 train= 0.019444
rnd 664: wh-err= 0.999242 th-err= 0.013971 dev= nan test= 0.200000 train= 0.019444
rnd 665: wh-err= 0.999243 th-err= 0.013960 dev= nan test= 0.200000 train= 0.019444
rnd 666: wh-err= 0.999251 th-err= 0.013950 dev= nan test= 0.200000 train= 0.019444
rnd 667: wh-err= 0.999255 th-err= 0.013940 dev= nan test= 0.200000 train= 0.019444
rnd 668: wh-err= 0.999256 th-err= 0.013929 dev= nan test= 0.200000 train= 0.019444
rnd 669: wh-err= 0.999259 th-err= 0.013919 dev= nan test= 0.200000 train= 0.019444
rnd 670: wh-err= 0.999260 th-err= 0.013909 dev= nan test= 0.200000 train= 0.019444
rnd 671: wh-err= 0.999261 th-err= 0.013898 dev= nan test= 0.200000 train= 0.019444
rnd 672: wh-err= 0.999261 th-err= 0.013888 dev= nan test= 0.200000 train= 0.019444
rnd 673: wh-err= 0.999263 th-err= 0.013878 dev= nan test= 0.200000 train= 0.019444
rnd 674: wh-err= 0.999263 th-err= 0.013868 dev= nan test= 0.200000 train= 0.019444
rnd 675: wh-err= 0.999263 th-err= 0.013857 dev= nan test= 0.200000 train= 0.019444
rnd 676: wh-err= 0.999264 th-err= 0.013847 dev= nan test= 0.200000 train= 0.019444
rnd 677: wh-err= 0.999265 th-err= 0.013837 dev= nan test= 0.200000 train= 0.019444
rnd 678: wh-err= 0.999270 th-err= 0.013827 dev= nan test= 0.200000 train= 0.019444
rnd 679: wh-err= 0.999270 th-err= 0.013817 dev= nan test= 0.200000 train= 0.019444
rnd 680: wh-err= 0.999271 th-err= 0.013807 dev= nan test= 0.200000 train= 0.019444
rnd 681: wh-err= 0.999276 th-err= 0.013797 dev= nan test= 0.200000 train= 0.019444
rnd 682: wh-err= 0.999276 th-err= 0.013787 dev= nan test= 0.200000 train= 0.019444
rnd 683: wh-err= 0.999279 th-err= 0.013777 dev= nan test= 0.200000 train= 0.019444
rnd 684: wh-err= 0.999281 th-err= 0.013767 dev= nan test= 0.200000 train= 0.019444
rnd 685: wh-err= 0.999281 th-err= 0.013757 dev= nan test= 0.200000 train= 0.019444
rnd 686: wh-err= 0.999285 th-err= 0.013747 dev= nan test= 0.200000 train= 0.019444
rnd 687: wh-err= 0.999289 th-err= 0.013737 dev= nan test= 0.200000 train= 0.019444
rnd 688: wh-err= 0.999291 th-err= 0.013728 dev= nan test= 0.200000 train= 0.019444
rnd 689: wh-err= 0.999277 th-err= 0.013718 dev= nan test= 0.200000 train= 0.019444
rnd 690: wh-err= 0.999293 th-err= 0.013708 dev= nan test= 0.200000 train= 0.019444
rnd 691: wh-err= 0.999293 th-err= 0.013698 dev= nan test= 0.200000 train= 0.019444
rnd 692: wh-err= 0.999294 th-err= 0.013689 dev= nan test= 0.200000 train= 0.019444
rnd 693: wh-err= 0.999296 th-err= 0.013679 dev= nan test= 0.200000 train= 0.019444
rnd 694: wh-err= 0.999298 th-err= 0.013669 dev= nan test= 0.200000 train= 0.019444
rnd 695: wh-err= 0.999299 th-err= 0.013660 dev= nan test= 0.200000 train= 0.019444
rnd 696: wh-err= 0.999306 th-err= 0.013650 dev= nan test= 0.200000 train= 0.019444
rnd 697: wh-err= 0.999309 th-err= 0.013641 dev= nan test= 0.200000 train= 0.019444
rnd 698: wh-err= 0.999317 th-err= 0.013632 dev= nan test= 0.200000 train= 0.019444
rnd 699: wh-err= 0.999321 th-err= 0.013622 dev= nan test= 0.200000 train= 0.019444
rnd 700: wh-err= 0.999322 th-err= 0.013613 dev= nan test= 0.200000 train= 0.019444
rnd 701: wh-err= 0.999324 th-err= 0.013604 dev= nan test= 0.200000 train= 0.019444
rnd 702: wh-err= 0.999324 th-err= 0.013595 dev= nan test= 0.200000 train= 0.019444
rnd 703: wh-err= 0.999327 th-err= 0.013586 dev= nan test= 0.200000 train= 0.019444
rnd 704: wh-err= 0.999328 th-err= 0.013576 dev= nan test= 0.200000 train= 0.019444
rnd 705: wh-err= 0.999326 th-err= 0.013567 dev= nan test= 0.200000 train= 0.019444
rnd 706: wh-err= 0.999330 th-err= 0.013558 dev= nan test= 0.200000 train= 0.019444
rnd 707: wh-err= 0.999332 th-err= 0.013549 dev= nan test= 0.200000 train= 0.019444
rnd 708: wh-err= 0.999337 th-err= 0.013540 dev= nan test= 0.200000 train= 0.019444
rnd 709: wh-err= 0.999338 th-err= 0.013531 dev= nan test= 0.200000 train= 0.019444
rnd 710: wh-err= 0.999339 th-err= 0.013522 dev= nan test= 0.200000 train= 0.019444
rnd 711: wh-err= 0.999342 th-err= 0.013513 dev= nan test= 0.200000 train= 0.019444
rnd 712: wh-err= 0.999342 th-err= 0.013504 dev= nan test= 0.200000 train= 0.019444
rnd 713: wh-err= 0.999343 th-err= 0.013496 dev= nan test= 0.200000 train= 0.019444
rnd 714: wh-err= 0.999344 th-err= 0.013487 dev= nan test= 0.200000 train= 0.019444
rnd 715: wh-err= 0.999346 th-err= 0.013478 dev= nan test= 0.200000 train= 0.019444
rnd 716: wh-err= 0.999353 th-err= 0.013469 dev= nan test= 0.200000 train= 0.019444
rnd 717: wh-err= 0.999344 th-err= 0.013460 dev= nan test= 0.200000 train= 0.019444
rnd 718: wh-err= 0.999354 th-err= 0.013452 dev= nan test= 0.200000 train= 0.019444
rnd 719: wh-err= 0.999356 th-err= 0.013443 dev= nan test= 0.200000 train= 0.019444
rnd 720: wh-err= 0.999359 th-err= 0.013434 dev= nan test= 0.200000 train= 0.019444
rnd 721: wh-err= 0.999361 th-err= 0.013426 dev= nan test= 0.200000 train= 0.019444
rnd 722: wh-err= 0.999361 th-err= 0.013417 dev= nan test= 0.200000 train= 0.019444
rnd 723: wh-err= 0.999361 th-err= 0.013409 dev= nan test= 0.200000 train= 0.019444
rnd 724: wh-err= 0.999362 th-err= 0.013400 dev= nan test= 0.200000 train= 0.019444
rnd 725: wh-err= 0.999366 th-err= 0.013392 dev= nan test= 0.200000 train= 0.019444
rnd 726: wh-err= 0.999368 th-err= 0.013383 dev= nan test= 0.200000 train= 0.019444
rnd 727: wh-err= 0.999369 th-err= 0.013375 dev= nan test= 0.200000 train= 0.019444
rnd 728: wh-err= 0.999370 th-err= 0.013366 dev= nan test= 0.200000 train= 0.019444
rnd 729: wh-err= 0.999371 th-err= 0.013358 dev= nan test= 0.200000 train= 0.019444
rnd 730: wh-err= 0.999373 th-err= 0.013349 dev= nan test= 0.200000 train= 0.019444
rnd 731: wh-err= 0.999373 th-err= 0.013341 dev= nan test= 0.200000 train= 0.019444
rnd 732: wh-err= 0.999374 th-err= 0.013333 dev= nan test= 0.200000 train= 0.019444
rnd 733: wh-err= 0.999377 th-err= 0.013324 dev= nan test= 0.200000 train= 0.019444
rnd 734: wh-err= 0.999377 th-err= 0.013316 dev= nan test= 0.200000 train= 0.019444
rnd 735: wh-err= 0.999377 th-err= 0.013308 dev= nan test= 0.200000 train= 0.019444
rnd 736: wh-err= 0.999378 th-err= 0.013300 dev= nan test= 0.200000 train= 0.019444
rnd 737: wh-err= 0.999380 th-err= 0.013291 dev= nan test= 0.200000 train= 0.019444
rnd 738: wh-err= 0.999382 th-err= 0.013283 dev= nan test= 0.200000 train= 0.019444
rnd 739: wh-err= 0.999382 th-err= 0.013275 dev= nan test= 0.200000 train= 0.019444
rnd 740: wh-err= 0.999385 th-err= 0.013267 dev= nan test= 0.200000 train= 0.019444
rnd 741: wh-err= 0.999385 th-err= 0.013259 dev= nan test= 0.200000 train= 0.019444
rnd 742: wh-err= 0.999387 th-err= 0.013250 dev= nan test= 0.200000 train= 0.019444
rnd 743: wh-err= 0.999388 th-err= 0.013242 dev= nan test= 0.200000 train= 0.019444
rnd 744: wh-err= 0.999392 th-err= 0.013234 dev= nan test= 0.200000 train= 0.019444
rnd 745: wh-err= 0.999392 th-err= 0.013226 dev= nan test= 0.200000 train= 0.019444
rnd 746: wh-err= 0.999392 th-err= 0.013218 dev= nan test= 0.200000 train= 0.019444
rnd 747: wh-err= 0.999393 th-err= 0.013210 dev= nan test= 0.200000 train= 0.019444
rnd 748: wh-err= 0.999394 th-err= 0.013202 dev= nan test= 0.200000 train= 0.019444
rnd 749: wh-err= 0.999394 th-err= 0.013194 dev= nan test= 0.200000 train= 0.019444
rnd 750: wh-err= 0.999395 th-err= 0.013186 dev= nan test= 0.200000 train= 0.019444
rnd 751: wh-err= 0.999397 th-err= 0.013178 dev= nan test= 0.200000 train= 0.019444
rnd 752: wh-err= 0.999397 th-err= 0.013170 dev= nan test= 0.200000 train= 0.019444
rnd 753: wh-err= 0.999397 th-err= 0.013162 dev= nan test= 0.200000 train= 0.019444
rnd 754: wh-err= 0.999398 th-err= 0.013154 dev= nan test= 0.200000 train= 0.019444
rnd 755: wh-err= 0.999398 th-err= 0.013146 dev= nan test= 0.200000 train= 0.019444
rnd 756: wh-err= 0.999398 th-err= 0.013139 dev= nan test= 0.200000 train= 0.019444
rnd 757: wh-err= 0.999398 th-err= 0.013131 dev= nan test= 0.200000 train= 0.019444
rnd 758: wh-err= 0.999403 th-err= 0.013123 dev= nan test= 0.200000 train= 0.019444
rnd 759: wh-err= 0.999403 th-err= 0.013115 dev= nan test= 0.200000 train= 0.019444
rnd 760: wh-err= 0.999403 th-err= 0.013107 dev= nan test= 0.200000 train= 0.019444
rnd 761: wh-err= 0.999404 th-err= 0.013099 dev= nan test= 0.200000 train= 0.019444
rnd 762: wh-err= 0.999404 th-err= 0.013092 dev= nan test= 0.200000 train= 0.019444
rnd 763: wh-err= 0.999407 th-err= 0.013084 dev= nan test= 0.200000 train= 0.019444
rnd 764: wh-err= 0.999407 th-err= 0.013076 dev= nan test= 0.200000 train= 0.019444
rnd 765: wh-err= 0.999409 th-err= 0.013068 dev= nan test= 0.200000 train= 0.019444
rnd 766: wh-err= 0.999409 th-err= 0.013061 dev= nan test= 0.200000 train= 0.019444
rnd 767: wh-err= 0.999410 th-err= 0.013053 dev= nan test= 0.200000 train= 0.019444
rnd 768: wh-err= 0.999411 th-err= 0.013045 dev= nan test= 0.200000 train= 0.019444
rnd 769: wh-err= 0.999411 th-err= 0.013037 dev= nan test= 0.200000 train= 0.019444
rnd 770: wh-err= 0.999412 th-err= 0.013030 dev= nan test= 0.200000 train= 0.019444
rnd 771: wh-err= 0.999414 th-err= 0.013022 dev= nan test= 0.200000 train= 0.019444
rnd 772: wh-err= 0.999414 th-err= 0.013015 dev= nan test= 0.200000 train= 0.019444
rnd 773: wh-err= 0.999419 th-err= 0.013007 dev= nan test= 0.200000 train= 0.019444
rnd 774: wh-err= 0.999420 th-err= 0.012999 dev= nan test= 0.200000 train= 0.019444
rnd 775: wh-err= 0.999423 th-err= 0.012992 dev= nan test= 0.200000 train= 0.019444
rnd 776: wh-err= 0.999426 th-err= 0.012984 dev= nan test= 0.200000 train= 0.019444
rnd 777: wh-err= 0.999426 th-err= 0.012977 dev= nan test= 0.200000 train= 0.019444
rnd 778: wh-err= 0.999428 th-err= 0.012970 dev= nan test= 0.200000 train= 0.019444
rnd 779: wh-err= 0.999429 th-err= 0.012962 dev= nan test= 0.200000 train= 0.019444
rnd 780: wh-err= 0.999429 th-err= 0.012955 dev= nan test= 0.200000 train= 0.019444
rnd 781: wh-err= 0.999430 th-err= 0.012947 dev= nan test= 0.200000 train= 0.019444
rnd 782: wh-err= 0.999430 th-err= 0.012940 dev= nan test= 0.200000 train= 0.019444
rnd 783: wh-err= 0.999430 th-err= 0.012933 dev= nan test= 0.200000 train= 0.019444
rnd 784: wh-err= 0.999432 th-err= 0.012925 dev= nan test= 0.200000 train= 0.019444
rnd 785: wh-err= 0.999433 th-err= 0.012918 dev= nan test= 0.200000 train= 0.019444
rnd 786: wh-err= 0.999433 th-err= 0.012911 dev= nan test= 0.200000 train= 0.019444
rnd 787: wh-err= 0.999436 th-err= 0.012903 dev= nan test= 0.200000 train= 0.019444
rnd 788: wh-err= 0.999436 th-err= 0.012896 dev= nan test= 0.200000 train= 0.019444
rnd 789: wh-err= 0.999436 th-err= 0.012889 dev= nan test= 0.200000 train= 0.019444
rnd 790: wh-err= 0.999439 th-err= 0.012882 dev= nan test= 0.200000 train= 0.019444
rnd 791: wh-err= 0.999440 th-err= 0.012874 dev= nan test= 0.200000 train= 0.019444
rnd 792: wh-err= 0.999440 th-err= 0.012867 dev= nan test= 0.200000 train= 0.019444
rnd 793: wh-err= 0.999440 th-err= 0.012860 dev= nan test= 0.200000 train= 0.019444
rnd 794: wh-err= 0.999441 th-err= 0.012853 dev= nan test= 0.200000 train= 0.019444
rnd 795: wh-err= 0.999442 th-err= 0.012846 dev= nan test= 0.200000 train= 0.019444
rnd 796: wh-err= 0.999445 th-err= 0.012838 dev= nan test= 0.200000 train= 0.019444
rnd 797: wh-err= 0.999446 th-err= 0.012831 dev= nan test= 0.200000 train= 0.019444
rnd 798: wh-err= 0.999452 th-err= 0.012824 dev= nan test= 0.200000 train= 0.019444
rnd 799: wh-err= 0.999455 th-err= 0.012817 dev= nan test= 0.200000 train= 0.019444
rnd 800: wh-err= 0.999455 th-err= 0.012810 dev= nan test= 0.200000 train= 0.019444
rnd 801: wh-err= 0.999457 th-err= 0.012803 dev= nan test= 0.200000 train= 0.019444
rnd 802: wh-err= 0.999458 th-err= 0.012796 dev= nan test= 0.200000 train= 0.019444
rnd 803: wh-err= 0.999459 th-err= 0.012790 dev= nan test= 0.200000 train= 0.019444
rnd 804: wh-err= 0.999458 th-err= 0.012783 dev= nan test= 0.200000 train= 0.019444
rnd 805: wh-err= 0.999463 th-err= 0.012776 dev= nan test= 0.200000 train= 0.019444
rnd 806: wh-err= 0.999464 th-err= 0.012769 dev= nan test= 0.200000 train= 0.019444
rnd 807: wh-err= 0.999447 th-err= 0.012762 dev= nan test= 0.200000 train= 0.019444
rnd 808: wh-err= 0.999465 th-err= 0.012755 dev= nan test= 0.200000 train= 0.019444
rnd 809: wh-err= 0.999465 th-err= 0.012748 dev= nan test= 0.200000 train= 0.019444
rnd 810: wh-err= 0.999465 th-err= 0.012741 dev= nan test= 0.200000 train= 0.019444
rnd 811: wh-err= 0.999465 th-err= 0.012735 dev= nan test= 0.200000 train= 0.019444
rnd 812: wh-err= 0.999467 th-err= 0.012728 dev= nan test= 0.200000 train= 0.019444
rnd 813: wh-err= 0.999467 th-err= 0.012721 dev= nan test= 0.200000 train= 0.019444
rnd 814: wh-err= 0.999468 th-err= 0.012714 dev= nan test= 0.200000 train= 0.019444
rnd 815: wh-err= 0.999468 th-err= 0.012707 dev= nan test= 0.200000 train= 0.019444
rnd 816: wh-err= 0.999468 th-err= 0.012701 dev= nan test= 0.200000 train= 0.019444
rnd 817: wh-err= 0.999470 th-err= 0.012694 dev= nan test= 0.200000 train= 0.019444
rnd 818: wh-err= 0.999472 th-err= 0.012687 dev= nan test= 0.200000 train= 0.019444
rnd 819: wh-err= 0.999470 th-err= 0.012681 dev= nan test= 0.200000 train= 0.019444
rnd 820: wh-err= 0.999472 th-err= 0.012674 dev= nan test= 0.200000 train= 0.019444
rnd 821: wh-err= 0.999472 th-err= 0.012667 dev= nan test= 0.200000 train= 0.019444
rnd 822: wh-err= 0.999473 th-err= 0.012660 dev= nan test= 0.200000 train= 0.019444
rnd 823: wh-err= 0.999477 th-err= 0.012654 dev= nan test= 0.200000 train= 0.019444
rnd 824: wh-err= 0.999478 th-err= 0.012647 dev= nan test= 0.200000 train= 0.019444
rnd 825: wh-err= 0.999478 th-err= 0.012641 dev= nan test= 0.200000 train= 0.019444
rnd 826: wh-err= 0.999479 th-err= 0.012634 dev= nan test= 0.200000 train= 0.019444
rnd 827: wh-err= 0.999479 th-err= 0.012627 dev= nan test= 0.200000 train= 0.019444
rnd 828: wh-err= 0.999481 th-err= 0.012621 dev= nan test= 0.200000 train= 0.019444
rnd 829: wh-err= 0.999481 th-err= 0.012614 dev= nan test= 0.200000 train= 0.019444
rnd 830: wh-err= 0.999482 th-err= 0.012608 dev= nan test= 0.200000 train= 0.019444
rnd 831: wh-err= 0.999483 th-err= 0.012601 dev= nan test= 0.200000 train= 0.019444
rnd 832: wh-err= 0.999483 th-err= 0.012595 dev= nan test= 0.200000 train= 0.019444
rnd 833: wh-err= 0.999487 th-err= 0.012588 dev= nan test= 0.200000 train= 0.019444
rnd 834: wh-err= 0.999489 th-err= 0.012582 dev= nan test= 0.200000 train= 0.019444
rnd 835: wh-err= 0.999489 th-err= 0.012575 dev= nan test= 0.200000 train= 0.019444
rnd 836: wh-err= 0.999489 th-err= 0.012569 dev= nan test= 0.200000 train= 0.019444
rnd 837: wh-err= 0.999490 th-err= 0.012563 dev= nan test= 0.200000 train= 0.019444
rnd 838: wh-err= 0.999492 th-err= 0.012556 dev= nan test= 0.200000 train= 0.019444
rnd 839: wh-err= 0.999493 th-err= 0.012550 dev= nan test= 0.200000 train= 0.019444
rnd 840: wh-err= 0.999493 th-err= 0.012544 dev= nan test= 0.200000 train= 0.019444
rnd 841: wh-err= 0.999493 th-err= 0.012537 dev= nan test= 0.200000 train= 0.019444
rnd 842: wh-err= 0.999493 th-err= 0.012531 dev= nan test= 0.200000 train= 0.019444
rnd 843: wh-err= 0.999493 th-err= 0.012524 dev= nan test= 0.200000 train= 0.019444
rnd 844: wh-err= 0.999493 th-err= 0.012518 dev= nan test= 0.200000 train= 0.019444
rnd 845: wh-err= 0.999495 th-err= 0.012512 dev= nan test= 0.200000 train= 0.019444
rnd 846: wh-err= 0.999496 th-err= 0.012506 dev= nan test= 0.200000 train= 0.019444
rnd 847: wh-err= 0.999497 th-err= 0.012499 dev= nan test= 0.200000 train= 0.019444
rnd 848: wh-err= 0.999497 th-err= 0.012493 dev= nan test= 0.200000 train= 0.019444
rnd 849: wh-err= 0.999497 th-err= 0.012487 dev= nan test= 0.200000 train= 0.019444
rnd 850: wh-err= 0.999497 th-err= 0.012480 dev= nan test= 0.200000 train= 0.019444
rnd 851: wh-err= 0.999498 th-err= 0.012474 dev= nan test= 0.200000 train= 0.019444
rnd 852: wh-err= 0.999498 th-err= 0.012468 dev= nan test= 0.200000 train= 0.019444
rnd 853: wh-err= 0.999498 th-err= 0.012462 dev= nan test= 0.200000 train= 0.019444
rnd 854: wh-err= 0.999499 th-err= 0.012455 dev= nan test= 0.200000 train= 0.019444
rnd 855: wh-err= 0.999503 th-err= 0.012449 dev= nan test= 0.200000 train= 0.019444
rnd 856: wh-err= 0.999503 th-err= 0.012443 dev= nan test= 0.200000 train= 0.019444
rnd 857: wh-err= 0.999506 th-err= 0.012437 dev= nan test= 0.200000 train= 0.019444
rnd 858: wh-err= 0.999506 th-err= 0.012431 dev= nan test= 0.200000 train= 0.019444
rnd 859: wh-err= 0.999508 th-err= 0.012425 dev= nan test= 0.200000 train= 0.019444
rnd 860: wh-err= 0.999509 th-err= 0.012418 dev= nan test= 0.200000 train= 0.019444
rnd 861: wh-err= 0.999510 th-err= 0.012412 dev= nan test= 0.200000 train= 0.019444
rnd 862: wh-err= 0.999512 th-err= 0.012406 dev= nan test= 0.200000 train= 0.019444
rnd 863: wh-err= 0.999512 th-err= 0.012400 dev= nan test= 0.200000 train= 0.019444
rnd 864: wh-err= 0.999514 th-err= 0.012394 dev= nan test= 0.200000 train= 0.019444
rnd 865: wh-err= 0.999514 th-err= 0.012388 dev= nan test= 0.200000 train= 0.019444
rnd 866: wh-err= 0.999514 th-err= 0.012382 dev= nan test= 0.200000 train= 0.019444
rnd 867: wh-err= 0.999515 th-err= 0.012376 dev= nan test= 0.200000 train= 0.019444
rnd 868: wh-err= 0.999515 th-err= 0.012370 dev= nan test= 0.200000 train= 0.019444
rnd 869: wh-err= 0.999516 th-err= 0.012364 dev= nan test= 0.200000 train= 0.019444
rnd 870: wh-err= 0.999518 th-err= 0.012358 dev= nan test= 0.200000 train= 0.019444
rnd 871: wh-err= 0.999518 th-err= 0.012352 dev= nan test= 0.200000 train= 0.019444
rnd 872: wh-err= 0.999519 th-err= 0.012346 dev= nan test= 0.200000 train= 0.019444
rnd 873: wh-err= 0.999519 th-err= 0.012340 dev= nan test= 0.200000 train= 0.019444
rnd 874: wh-err= 0.999520 th-err= 0.012334 dev= nan test= 0.200000 train= 0.019444
rnd 875: wh-err= 0.999521 th-err= 0.012329 dev= nan test= 0.200000 train= 0.019444
rnd 876: wh-err= 0.999522 th-err= 0.012323 dev= nan test= 0.200000 train= 0.019444
rnd 877: wh-err= 0.999523 th-err= 0.012317 dev= nan test= 0.200000 train= 0.019444
rnd 878: wh-err= 0.999523 th-err= 0.012311 dev= nan test= 0.200000 train= 0.019444
rnd 879: wh-err= 0.999525 th-err= 0.012305 dev= nan test= 0.200000 train= 0.019444
rnd 880: wh-err= 0.999525 th-err= 0.012299 dev= nan test= 0.200000 train= 0.019444
rnd 881: wh-err= 0.999525 th-err= 0.012293 dev= nan test= 0.200000 train= 0.019444
rnd 882: wh-err= 0.999527 th-err= 0.012288 dev= nan test= 0.200000 train= 0.019444
rnd 883: wh-err= 0.999528 th-err= 0.012282 dev= nan test= 0.200000 train= 0.019444
rnd 884: wh-err= 0.999517 th-err= 0.012276 dev= nan test= 0.200000 train= 0.019444
rnd 885: wh-err= 0.999528 th-err= 0.012270 dev= nan test= 0.200000 train= 0.019444
rnd 886: wh-err= 0.999530 th-err= 0.012264 dev= nan test= 0.200000 train= 0.019444
rnd 887: wh-err= 0.999532 th-err= 0.012259 dev= nan test= 0.200000 train= 0.019444
rnd 888: wh-err= 0.999533 th-err= 0.012253 dev= nan test= 0.200000 train= 0.019444
rnd 889: wh-err= 0.999535 th-err= 0.012247 dev= nan test= 0.200000 train= 0.019444
rnd 890: wh-err= 0.999539 th-err= 0.012241 dev= nan test= 0.200000 train= 0.019444
rnd 891: wh-err= 0.999539 th-err= 0.012236 dev= nan test= 0.200000 train= 0.019444
rnd 892: wh-err= 0.999540 th-err= 0.012230 dev= nan test= 0.200000 train= 0.019444
rnd 893: wh-err= 0.999541 th-err= 0.012225 dev= nan test= 0.200000 train= 0.019444
rnd 894: wh-err= 0.999542 th-err= 0.012219 dev= nan test= 0.200000 train= 0.019444
rnd 895: wh-err= 0.999525 th-err= 0.012213 dev= nan test= 0.200000 train= 0.019444
rnd 896: wh-err= 0.999544 th-err= 0.012208 dev= nan test= 0.200000 train= 0.019444
rnd 897: wh-err= 0.999547 th-err= 0.012202 dev= nan test= 0.200000 train= 0.019444
rnd 898: wh-err= 0.999549 th-err= 0.012197 dev= nan test= 0.200000 train= 0.019444
rnd 899: wh-err= 0.999549 th-err= 0.012191 dev= nan test= 0.200000 train= 0.019444
rnd 900: wh-err= 0.999549 th-err= 0.012186 dev= nan test= 0.200000 train= 0.019444
rnd 901: wh-err= 0.999549 th-err= 0.012180 dev= nan test= 0.200000 train= 0.019444
rnd 902: wh-err= 0.999551 th-err= 0.012175 dev= nan test= 0.200000 train= 0.019444
rnd 903: wh-err= 0.999552 th-err= 0.012169 dev= nan test= 0.200000 train= 0.019444
rnd 904: wh-err= 0.999552 th-err= 0.012164 dev= nan test= 0.200000 train= 0.019444
rnd 905: wh-err= 0.999553 th-err= 0.012158 dev= nan test= 0.200000 train= 0.019444
rnd 906: wh-err= 0.999555 th-err= 0.012153 dev= nan test= 0.200000 train= 0.019444
rnd 907: wh-err= 0.999555 th-err= 0.012147 dev= nan test= 0.200000 train= 0.019444
rnd 908: wh-err= 0.999555 th-err= 0.012142 dev= nan test= 0.200000 train= 0.019444
rnd 909: wh-err= 0.999555 th-err= 0.012137 dev= nan test= 0.200000 train= 0.019444
rnd 910: wh-err= 0.999555 th-err= 0.012131 dev= nan test= 0.200000 train= 0.019444
rnd 911: wh-err= 0.999556 th-err= 0.012126 dev= nan test= 0.200000 train= 0.019444
rnd 912: wh-err= 0.999548 th-err= 0.012120 dev= nan test= 0.200000 train= 0.019444
rnd 913: wh-err= 0.999556 th-err= 0.012115 dev= nan test= 0.200000 train= 0.019444
rnd 914: wh-err= 0.999558 th-err= 0.012110 dev= nan test= 0.200000 train= 0.019444
rnd 915: wh-err= 0.999558 th-err= 0.012104 dev= nan test= 0.200000 train= 0.019444
rnd 916: wh-err= 0.999559 th-err= 0.012099 dev= nan test= 0.200000 train= 0.019444
rnd 917: wh-err= 0.999559 th-err= 0.012094 dev= nan test= 0.200000 train= 0.019444
rnd 918: wh-err= 0.999560 th-err= 0.012088 dev= nan test= 0.200000 train= 0.019444
rnd 919: wh-err= 0.999561 th-err= 0.012083 dev= nan test= 0.200000 train= 0.019444
rnd 920: wh-err= 0.999561 th-err= 0.012078 dev= nan test= 0.200000 train= 0.019444
rnd 921: wh-err= 0.999562 th-err= 0.012072 dev= nan test= 0.200000 train= 0.019444
rnd 922: wh-err= 0.999562 th-err= 0.012067 dev= nan test= 0.200000 train= 0.019444
rnd 923: wh-err= 0.999563 th-err= 0.012062 dev= nan test= 0.200000 train= 0.019444
rnd 924: wh-err= 0.999563 th-err= 0.012057 dev= nan test= 0.200000 train= 0.019444
rnd 925: wh-err= 0.999564 th-err= 0.012051 dev= nan test= 0.200000 train= 0.019444
rnd 926: wh-err= 0.999564 th-err= 0.012046 dev= nan test= 0.200000 train= 0.019444
rnd 927: wh-err= 0.999564 th-err= 0.012041 dev= nan test= 0.200000 train= 0.019444
rnd 928: wh-err= 0.999566 th-err= 0.012036 dev= nan test= 0.200000 train= 0.019444
rnd 929: wh-err= 0.999567 th-err= 0.012030 dev= nan test= 0.200000 train= 0.019444
rnd 930: wh-err= 0.999567 th-err= 0.012025 dev= nan test= 0.200000 train= 0.019444
rnd 931: wh-err= 0.999562 th-err= 0.012020 dev= nan test= 0.200000 train= 0.019444
rnd 932: wh-err= 0.999553 th-err= 0.012015 dev= nan test= 0.200000 train= 0.019444
rnd 933: wh-err= 0.999567 th-err= 0.012009 dev= nan test= 0.200000 train= 0.019444
rnd 934: wh-err= 0.999567 th-err= 0.012004 dev= nan test= 0.200000 train= 0.019444
rnd 935: wh-err= 0.999567 th-err= 0.011999 dev= nan test= 0.200000 train= 0.019444
rnd 936: wh-err= 0.999567 th-err= 0.011994 dev= nan test= 0.200000 train= 0.019444
rnd 937: wh-err= 0.999568 th-err= 0.011989 dev= nan test= 0.200000 train= 0.019444
rnd 938: wh-err= 0.999568 th-err= 0.011983 dev= nan test= 0.200000 train= 0.019444
rnd 939: wh-err= 0.999569 th-err= 0.011978 dev= nan test= 0.200000 train= 0.019444
rnd 940: wh-err= 0.999570 th-err= 0.011973 dev= nan test= 0.200000 train= 0.019444
rnd 941: wh-err= 0.999570 th-err= 0.011968 dev= nan test= 0.200000 train= 0.019444
rnd 942: wh-err= 0.999571 th-err= 0.011963 dev= nan test= 0.200000 train= 0.019444
rnd 943: wh-err= 0.999570 th-err= 0.011958 dev= nan test= 0.200000 train= 0.019444
rnd 944: wh-err= 0.999572 th-err= 0.011953 dev= nan test= 0.200000 train= 0.019444
rnd 945: wh-err= 0.999572 th-err= 0.011947 dev= nan test= 0.200000 train= 0.019444
rnd 946: wh-err= 0.999574 th-err= 0.011942 dev= nan test= 0.200000 train= 0.019444
rnd 947: wh-err= 0.999574 th-err= 0.011937 dev= nan test= 0.200000 train= 0.019444
rnd 948: wh-err= 0.999574 th-err= 0.011932 dev= nan test= 0.200000 train= 0.019444
rnd 949: wh-err= 0.999575 th-err= 0.011927 dev= nan test= 0.200000 train= 0.019444
rnd 950: wh-err= 0.999576 th-err= 0.011922 dev= nan test= 0.200000 train= 0.019444
rnd 951: wh-err= 0.999577 th-err= 0.011917 dev= nan test= 0.200000 train= 0.019444
rnd 952: wh-err= 0.999579 th-err= 0.011912 dev= nan test= 0.200000 train= 0.019444
rnd 953: wh-err= 0.999580 th-err= 0.011907 dev= nan test= 0.200000 train= 0.019444
rnd 954: wh-err= 0.999580 th-err= 0.011902 dev= nan test= 0.200000 train= 0.019444
rnd 955: wh-err= 0.999580 th-err= 0.011897 dev= nan test= 0.200000 train= 0.019444
rnd 956: wh-err= 0.999581 th-err= 0.011892 dev= nan test= 0.200000 train= 0.019444
rnd 957: wh-err= 0.999581 th-err= 0.011887 dev= nan test= 0.200000 train= 0.019444
rnd 958: wh-err= 0.999583 th-err= 0.011882 dev= nan test= 0.200000 train= 0.019444
rnd 959: wh-err= 0.999584 th-err= 0.011877 dev= nan test= 0.200000 train= 0.019444
rnd 960: wh-err= 0.999586 th-err= 0.011872 dev= nan test= 0.200000 train= 0.019444
rnd 961: wh-err= 0.999587 th-err= 0.011867 dev= nan test= 0.200000 train= 0.019444
rnd 962: wh-err= 0.999588 th-err= 0.011862 dev= nan test= 0.200000 train= 0.019444
rnd 963: wh-err= 0.999588 th-err= 0.011857 dev= nan test= 0.200000 train= 0.019444
rnd 964: wh-err= 0.999588 th-err= 0.011853 dev= nan test= 0.200000 train= 0.019444
rnd 965: wh-err= 0.999589 th-err= 0.011848 dev= nan test= 0.200000 train= 0.019444
rnd 966: wh-err= 0.999589 th-err= 0.011843 dev= nan test= 0.200000 train= 0.019444
rnd 967: wh-err= 0.999589 th-err= 0.011838 dev= nan test= 0.200000 train= 0.019444
rnd 968: wh-err= 0.999592 th-err= 0.011833 dev= nan test= 0.200000 train= 0.019444
rnd 969: wh-err= 0.999592 th-err= 0.011828 dev= nan test= 0.200000 train= 0.019444
rnd 970: wh-err= 0.999592 th-err= 0.011823 dev= nan test= 0.200000 train= 0.019444
rnd 971: wh-err= 0.999593 th-err= 0.011819 dev= nan test= 0.200000 train= 0.019444
rnd 972: wh-err= 0.999594 th-err= 0.011814 dev= nan test= 0.200000 train= 0.019444
rnd 973: wh-err= 0.999595 th-err= 0.011809 dev= nan test= 0.200000 train= 0.019444
rnd 974: wh-err= 0.999596 th-err= 0.011804 dev= nan test= 0.200000 train= 0.019444
rnd 975: wh-err= 0.999596 th-err= 0.011800 dev= nan test= 0.200000 train= 0.019444
rnd 976: wh-err= 0.999596 th-err= 0.011795 dev= nan test= 0.200000 train= 0.019444
rnd 977: wh-err= 0.999596 th-err= 0.011790 dev= nan test= 0.200000 train= 0.019444
rnd 978: wh-err= 0.999598 th-err= 0.011785 dev= nan test= 0.200000 train= 0.019444
rnd 979: wh-err= 0.999600 th-err= 0.011781 dev= nan test= 0.200000 train= 0.019444
rnd 980: wh-err= 0.999601 th-err= 0.011776 dev= nan test= 0.200000 train= 0.019444
rnd 981: wh-err= 0.999603 th-err= 0.011771 dev= nan test= 0.200000 train= 0.019444
rnd 982: wh-err= 0.999603 th-err= 0.011767 dev= nan test= 0.200000 train= 0.019444
rnd 983: wh-err= 0.999604 th-err= 0.011762 dev= nan test= 0.200000 train= 0.019444
rnd 984: wh-err= 0.999604 th-err= 0.011757 dev= nan test= 0.200000 train= 0.019444
rnd 985: wh-err= 0.999606 th-err= 0.011753 dev= nan test= 0.200000 train= 0.019444
rnd 986: wh-err= 0.999609 th-err= 0.011748 dev= nan test= 0.200000 train= 0.019444
rnd 987: wh-err= 0.999609 th-err= 0.011743 dev= nan test= 0.200000 train= 0.019444
rnd 988: wh-err= 0.999609 th-err= 0.011739 dev= nan test= 0.200000 train= 0.019444
rnd 989: wh-err= 0.999609 th-err= 0.011734 dev= nan test= 0.200000 train= 0.019444
rnd 990: wh-err= 0.999608 th-err= 0.011730 dev= nan test= 0.200000 train= 0.019444
rnd 991: wh-err= 0.999609 th-err= 0.011725 dev= nan test= 0.200000 train= 0.019444
rnd 992: wh-err= 0.999610 th-err= 0.011720 dev= nan test= 0.200000 train= 0.019444
rnd 993: wh-err= 0.999611 th-err= 0.011716 dev= nan test= 0.200000 train= 0.019444
rnd 994: wh-err= 0.999611 th-err= 0.011711 dev= nan test= 0.200000 train= 0.019444
rnd 995: wh-err= 0.999612 th-err= 0.011707 dev= nan test= 0.200000 train= 0.019444
rnd 996: wh-err= 0.999613 th-err= 0.011702 dev= nan test= 0.200000 train= 0.019444
rnd 997: wh-err= 0.999614 th-err= 0.011698 dev= nan test= 0.200000 train= 0.019444
rnd 998: wh-err= 0.999614 th-err= 0.011693 dev= nan test= 0.200000 train= 0.019444
rnd 999: wh-err= 0.999614 th-err= 0.011689 dev= nan test= 0.200000 train= 0.019444
rnd 1000: wh-err= 0.999615 th-err= 0.011684 dev= nan test= 0.200000 train= 0.019444
