rnd 1: wh-err= 0.887700 th-err= 0.887700 dev= nan test= 0.375000 train= 0.283333
rnd 2: wh-err= 0.928577 th-err= 0.824297 dev= nan test= 0.300000 train= 0.272222
rnd 3: wh-err= 0.935151 th-err= 0.770842 dev= nan test= 0.225000 train= 0.238889
rnd 4: wh-err= 0.938501 th-err= 0.723436 dev= nan test= 0.225000 train= 0.227778
rnd 5: wh-err= 0.941204 th-err= 0.680901 dev= nan test= 0.225000 train= 0.205556
rnd 6: wh-err= 0.951690 th-err= 0.648006 dev= nan test= 0.225000 train= 0.194444
rnd 7: wh-err= 0.951779 th-err= 0.616759 dev= nan test= 0.250000 train= 0.180556
rnd 8: wh-err= 0.948594 th-err= 0.585053 dev= nan test= 0.250000 train= 0.172222
rnd 9: wh-err= 0.956329 th-err= 0.559504 dev= nan test= 0.225000 train= 0.163889
rnd 10: wh-err= 0.955233 th-err= 0.534456 dev= nan test= 0.200000 train= 0.152778
rnd 11: wh-err= 0.957106 th-err= 0.511531 dev= nan test= 0.225000 train= 0.144444
rnd 12: wh-err= 0.943297 th-err= 0.482526 dev= nan test= 0.225000 train= 0.141667
rnd 13: wh-err= 0.948713 th-err= 0.457778 dev= nan test= 0.225000 train= 0.127778
rnd 14: wh-err= 0.953279 th-err= 0.436390 dev= nan test= 0.250000 train= 0.125000
rnd 15: wh-err= 0.956934 th-err= 0.417597 dev= nan test= 0.225000 train= 0.116667
rnd 16: wh-err= 0.954419 th-err= 0.398563 dev= nan test= 0.250000 train= 0.111111
rnd 17: wh-err= 0.943277 th-err= 0.375955 dev= nan test= 0.250000 train= 0.100000
rnd 18: wh-err= 0.959700 th-err= 0.360804 dev= nan test= 0.225000 train= 0.094444
rnd 19: wh-err= 0.961063 th-err= 0.346755 dev= nan test= 0.275000 train= 0.088889
rnd 20: wh-err= 0.957427 th-err= 0.331993 dev= nan test= 0.275000 train= 0.083333
rnd 21: wh-err= 0.963106 th-err= 0.319744 dev= nan test= 0.250000 train= 0.080556
rnd 22: wh-err= 0.949713 th-err= 0.303665 dev= nan test= 0.300000 train= 0.075000
rnd 23: wh-err= 0.962807 th-err= 0.292371 dev= nan test= 0.275000 train= 0.061111
rnd 24: wh-err= 0.963451 th-err= 0.281685 dev= nan test= 0.250000 train= 0.072222
rnd 25: wh-err= 0.964756 th-err= 0.271758 dev= nan test= 0.275000 train= 0.072222
rnd 26: wh-err= 0.964296 th-err= 0.262055 dev= nan test= 0.275000 train= 0.063889
rnd 27: wh-err= 0.960329 th-err= 0.251659 dev= nan test= 0.175000 train= 0.050000
rnd 28: wh-err= 0.956651 th-err= 0.240750 dev= nan test= 0.175000 train= 0.041667
rnd 29: wh-err= 0.966961 th-err= 0.232796 dev= nan test= 0.175000 train= 0.038889
rnd 30: wh-err= 0.964391 th-err= 0.224506 dev= nan test= 0.175000 train= 0.044444
rnd 31: wh-err= 0.966210 th-err= 0.216920 dev= nan test= 0.175000 train= 0.047222
rnd 32: wh-err= 0.969054 th-err= 0.210207 dev= nan test= 0.200000 train= 0.041667
rnd 33: wh-err= 0.969832 th-err= 0.203866 dev= nan test= 0.175000 train= 0.038889
rnd 34: wh-err= 0.970627 th-err= 0.197877 dev= nan test= 0.200000 train= 0.041667
rnd 35: wh-err= 0.969988 th-err= 0.191939 dev= nan test= 0.175000 train= 0.036111
rnd 36: wh-err= 0.968175 th-err= 0.185830 dev= nan test= 0.200000 train= 0.027778
rnd 37: wh-err= 0.968638 th-err= 0.180002 dev= nan test= 0.200000 train= 0.027778
rnd 38: wh-err= 0.968253 th-err= 0.174288 dev= nan test= 0.200000 train= 0.030556
rnd 39: wh-err= 0.966966 th-err= 0.168530 dev= nan test= 0.175000 train= 0.027778
rnd 40: wh-err= 0.965027 th-err= 0.162636 dev= nan test= 0.175000 train= 0.025000
rnd 41: wh-err= 0.966780 th-err= 0.157233 dev= nan test= 0.175000 train= 0.025000
rnd 42: wh-err= 0.970364 th-err= 0.152574 dev= nan test= 0.175000 train= 0.019444
rnd 43: wh-err= 0.970715 th-err= 0.148105 dev= nan test= 0.175000 train= 0.019444
rnd 44: wh-err= 0.967654 th-err= 0.143315 dev= nan test= 0.175000 train= 0.019444
rnd 45: wh-err= 0.968611 th-err= 0.138816 dev= nan test= 0.175000 train= 0.019444
rnd 46: wh-err= 0.972296 th-err= 0.134971 dev= nan test= 0.175000 train= 0.019444
rnd 47: wh-err= 0.973646 th-err= 0.131414 dev= nan test= 0.175000 train= 0.019444
rnd 48: wh-err= 0.974267 th-err= 0.128032 dev= nan test= 0.150000 train= 0.019444
rnd 49: wh-err= 0.973268 th-err= 0.124609 dev= nan test= 0.150000 train= 0.019444
rnd 50: wh-err= 0.973996 th-err= 0.121369 dev= nan test= 0.150000 train= 0.019444
rnd 51: wh-err= 0.974769 th-err= 0.118307 dev= nan test= 0.150000 train= 0.019444
rnd 52: wh-err= 0.975005 th-err= 0.115350 dev= nan test= 0.150000 train= 0.019444
rnd 53: wh-err= 0.976049 th-err= 0.112587 dev= nan test= 0.150000 train= 0.019444
rnd 54: wh-err= 0.976456 th-err= 0.109936 dev= nan test= 0.150000 train= 0.019444
rnd 55: wh-err= 0.976361 th-err= 0.107338 dev= nan test= 0.150000 train= 0.019444
rnd 56: wh-err= 0.976200 th-err= 0.104783 dev= nan test= 0.150000 train= 0.019444
rnd 57: wh-err= 0.975982 th-err= 0.102266 dev= nan test= 0.150000 train= 0.019444
rnd 58: wh-err= 0.975851 th-err= 0.099797 dev= nan test= 0.150000 train= 0.019444
rnd 59: wh-err= 0.975899 th-err= 0.097391 dev= nan test= 0.150000 train= 0.019444
rnd 60: wh-err= 0.977198 th-err= 0.095171 dev= nan test= 0.150000 train= 0.019444
rnd 61: wh-err= 0.977709 th-err= 0.093049 dev= nan test= 0.150000 train= 0.019444
rnd 62: wh-err= 0.977338 th-err= 0.090940 dev= nan test= 0.150000 train= 0.019444
rnd 63: wh-err= 0.975984 th-err= 0.088756 dev= nan test= 0.175000 train= 0.019444
rnd 64: wh-err= 0.978920 th-err= 0.086885 dev= nan test= 0.175000 train= 0.019444
rnd 65: wh-err= 0.980276 th-err= 0.085172 dev= nan test= 0.175000 train= 0.019444
rnd 66: wh-err= 0.979141 th-err= 0.083395 dev= nan test= 0.175000 train= 0.019444
rnd 67: wh-err= 0.979999 th-err= 0.081727 dev= nan test= 0.175000 train= 0.019444
rnd 68: wh-err= 0.976517 th-err= 0.079808 dev= nan test= 0.175000 train= 0.019444
rnd 69: wh-err= 0.980858 th-err= 0.078280 dev= nan test= 0.175000 train= 0.019444
rnd 70: wh-err= 0.981288 th-err= 0.076816 dev= nan test= 0.175000 train= 0.019444
rnd 71: wh-err= 0.981607 th-err= 0.075403 dev= nan test= 0.175000 train= 0.019444
rnd 72: wh-err= 0.981166 th-err= 0.073983 dev= nan test= 0.175000 train= 0.019444
rnd 73: wh-err= 0.982246 th-err= 0.072669 dev= nan test= 0.175000 train= 0.019444
rnd 74: wh-err= 0.983756 th-err= 0.071489 dev= nan test= 0.175000 train= 0.019444
rnd 75: wh-err= 0.983562 th-err= 0.070314 dev= nan test= 0.175000 train= 0.019444
rnd 76: wh-err= 0.983268 th-err= 0.069137 dev= nan test= 0.175000 train= 0.019444
rnd 77: wh-err= 0.983195 th-err= 0.067975 dev= nan test= 0.175000 train= 0.019444
rnd 78: wh-err= 0.984094 th-err= 0.066894 dev= nan test= 0.175000 train= 0.019444
rnd 79: wh-err= 0.984231 th-err= 0.065839 dev= nan test= 0.175000 train= 0.019444
rnd 80: wh-err= 0.984565 th-err= 0.064823 dev= nan test= 0.175000 train= 0.019444
rnd 81: wh-err= 0.985886 th-err= 0.063908 dev= nan test= 0.150000 train= 0.019444
rnd 82: wh-err= 0.983424 th-err= 0.062849 dev= nan test= 0.150000 train= 0.019444
rnd 83: wh-err= 0.983655 th-err= 0.061821 dev= nan test= 0.150000 train= 0.019444
rnd 84: wh-err= 0.984789 th-err= 0.060881 dev= nan test= 0.150000 train= 0.019444
rnd 85: wh-err= 0.987285 th-err= 0.060107 dev= nan test= 0.150000 train= 0.019444
rnd 86: wh-err= 0.987450 th-err= 0.059353 dev= nan test= 0.150000 train= 0.019444
rnd 87: wh-err= 0.986553 th-err= 0.058555 dev= nan test= 0.150000 train= 0.019444
rnd 88: wh-err= 0.987053 th-err= 0.057796 dev= nan test= 0.150000 train= 0.019444
rnd 89: wh-err= 0.987924 th-err= 0.057098 dev= nan test= 0.150000 train= 0.019444
rnd 90: wh-err= 0.988456 th-err= 0.056439 dev= nan test= 0.150000 train= 0.019444
rnd 91: wh-err= 0.988377 th-err= 0.055783 dev= nan test= 0.150000 train= 0.019444
rnd 92: wh-err= 0.988366 th-err= 0.055134 dev= nan test= 0.150000 train= 0.019444
rnd 93: wh-err= 0.988264 th-err= 0.054487 dev= nan test= 0.175000 train= 0.019444
rnd 94: wh-err= 0.987424 th-err= 0.053802 dev= nan test= 0.175000 train= 0.019444
rnd 95: wh-err= 0.986866 th-err= 0.053095 dev= nan test= 0.175000 train= 0.019444
rnd 96: wh-err= 0.987192 th-err= 0.052415 dev= nan test= 0.150000 train= 0.019444
rnd 97: wh-err= 0.987396 th-err= 0.051755 dev= nan test= 0.150000 train= 0.019444
rnd 98: wh-err= 0.988865 th-err= 0.051178 dev= nan test= 0.150000 train= 0.019444
rnd 99: wh-err= 0.989587 th-err= 0.050646 dev= nan test= 0.150000 train= 0.019444
rnd 100: wh-err= 0.989582 th-err= 0.050118 dev= nan test= 0.150000 train= 0.019444
rnd 101: wh-err= 0.989728 th-err= 0.049603 dev= nan test= 0.150000 train= 0.019444
rnd 102: wh-err= 0.990206 th-err= 0.049117 dev= nan test= 0.150000 train= 0.019444
rnd 103: wh-err= 0.990272 th-err= 0.048639 dev= nan test= 0.150000 train= 0.019444
rnd 104: wh-err= 0.989508 th-err= 0.048129 dev= nan test= 0.150000 train= 0.019444
rnd 105: wh-err= 0.990798 th-err= 0.047686 dev= nan test= 0.150000 train= 0.019444
rnd 106: wh-err= 0.991070 th-err= 0.047260 dev= nan test= 0.150000 train= 0.019444
rnd 107: wh-err= 0.991133 th-err= 0.046841 dev= nan test= 0.150000 train= 0.019444
rnd 108: wh-err= 0.991168 th-err= 0.046428 dev= nan test= 0.150000 train= 0.019444
rnd 109: wh-err= 0.991490 th-err= 0.046033 dev= nan test= 0.150000 train= 0.019444
rnd 110: wh-err= 0.991244 th-err= 0.045630 dev= nan test= 0.150000 train= 0.019444
rnd 111: wh-err= 0.991766 th-err= 0.045254 dev= nan test= 0.150000 train= 0.019444
rnd 112: wh-err= 0.992376 th-err= 0.044909 dev= nan test= 0.150000 train= 0.019444
rnd 113: wh-err= 0.992673 th-err= 0.044580 dev= nan test= 0.150000 train= 0.019444
rnd 114: wh-err= 0.992315 th-err= 0.044237 dev= nan test= 0.150000 train= 0.019444
rnd 115: wh-err= 0.992497 th-err= 0.043905 dev= nan test= 0.175000 train= 0.019444
rnd 116: wh-err= 0.992007 th-err= 0.043554 dev= nan test= 0.175000 train= 0.019444
rnd 117: wh-err= 0.992387 th-err= 0.043223 dev= nan test= 0.175000 train= 0.019444
rnd 118: wh-err= 0.992317 th-err= 0.042891 dev= nan test= 0.175000 train= 0.019444
rnd 119: wh-err= 0.992647 th-err= 0.042575 dev= nan test= 0.175000 train= 0.019444
rnd 120: wh-err= 0.992649 th-err= 0.042262 dev= nan test= 0.175000 train= 0.019444
rnd 121: wh-err= 0.992905 th-err= 0.041962 dev= nan test= 0.150000 train= 0.019444
rnd 122: wh-err= 0.992315 th-err= 0.041640 dev= nan test= 0.150000 train= 0.019444
