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= 0.957933 th-err= 0.590813 dev= nan test= 0.275000 train= 0.169444
rnd 9: wh-err= 0.950317 th-err= 0.561460 dev= nan test= 0.225000 train= 0.169444
rnd 10: wh-err= 0.953377 th-err= 0.535283 dev= nan test= 0.200000 train= 0.169444
rnd 11: wh-err= 0.959525 th-err= 0.513618 dev= nan test= 0.200000 train= 0.144444
rnd 12: wh-err= 0.958022 th-err= 0.492057 dev= nan test= 0.200000 train= 0.136111
rnd 13: wh-err= 0.956105 th-err= 0.470458 dev= nan test= 0.175000 train= 0.133333
rnd 14: wh-err= 0.954181 th-err= 0.448902 dev= nan test= 0.225000 train= 0.130556
rnd 15: wh-err= 0.956429 th-err= 0.429343 dev= nan test= 0.250000 train= 0.116667
rnd 16: wh-err= 0.955615 th-err= 0.410287 dev= nan test= 0.175000 train= 0.091667
rnd 17: wh-err= 0.964659 th-err= 0.395787 dev= nan test= 0.250000 train= 0.097222
rnd 18: wh-err= 0.967897 th-err= 0.383081 dev= nan test= 0.200000 train= 0.083333
rnd 19: wh-err= 0.966410 th-err= 0.370213 dev= nan test= 0.200000 train= 0.077778
rnd 20: wh-err= 0.964438 th-err= 0.357048 dev= nan test= 0.200000 train= 0.080556
rnd 21: wh-err= 0.962096 th-err= 0.343514 dev= nan test= 0.225000 train= 0.086111
rnd 22: wh-err= 0.964089 th-err= 0.331178 dev= nan test= 0.250000 train= 0.086111
rnd 23: wh-err= 0.967367 th-err= 0.320371 dev= nan test= 0.225000 train= 0.080556
rnd 24: wh-err= 0.967492 th-err= 0.309956 dev= nan test= 0.225000 train= 0.058333
rnd 25: wh-err= 0.964356 th-err= 0.298908 dev= nan test= 0.225000 train= 0.066667
rnd 26: wh-err= 0.967202 th-err= 0.289105 dev= nan test= 0.250000 train= 0.072222
rnd 27: wh-err= 0.959376 th-err= 0.277360 dev= nan test= 0.250000 train= 0.058333
rnd 28: wh-err= 0.970557 th-err= 0.269194 dev= nan test= 0.250000 train= 0.058333
rnd 29: wh-err= 0.960636 th-err= 0.258597 dev= nan test= 0.250000 train= 0.055556
rnd 30: wh-err= 0.970307 th-err= 0.250919 dev= nan test= 0.250000 train= 0.044444
rnd 31: wh-err= 0.967926 th-err= 0.242871 dev= nan test= 0.225000 train= 0.036111
rnd 32: wh-err= 0.972364 th-err= 0.236159 dev= nan test= 0.225000 train= 0.038889
rnd 33: wh-err= 0.969388 th-err= 0.228929 dev= nan test= 0.225000 train= 0.041667
rnd 34: wh-err= 0.973541 th-err= 0.222872 dev= nan test= 0.225000 train= 0.041667
rnd 35: wh-err= 0.972694 th-err= 0.216786 dev= nan test= 0.200000 train= 0.038889
rnd 36: wh-err= 0.974762 th-err= 0.211315 dev= nan test= 0.200000 train= 0.038889
rnd 37: wh-err= 0.973298 th-err= 0.205672 dev= nan test= 0.200000 train= 0.038889
rnd 38: wh-err= 0.969337 th-err= 0.199366 dev= nan test= 0.200000 train= 0.033333
rnd 39: wh-err= 0.968839 th-err= 0.193153 dev= nan test= 0.250000 train= 0.025000
rnd 40: wh-err= 0.972263 th-err= 0.187796 dev= nan test= 0.275000 train= 0.033333
rnd 41: wh-err= 0.975791 th-err= 0.183250 dev= nan test= 0.275000 train= 0.033333
rnd 42: wh-err= 0.972469 th-err= 0.178205 dev= nan test= 0.275000 train= 0.033333
rnd 43: wh-err= 0.974903 th-err= 0.173732 dev= nan test= 0.250000 train= 0.030556
rnd 44: wh-err= 0.972278 th-err= 0.168916 dev= nan test= 0.225000 train= 0.030556
rnd 45: wh-err= 0.976963 th-err= 0.165025 dev= nan test= 0.225000 train= 0.030556
rnd 46: wh-err= 0.976787 th-err= 0.161194 dev= nan test= 0.225000 train= 0.027778
rnd 47: wh-err= 0.973688 th-err= 0.156953 dev= nan test= 0.200000 train= 0.025000
rnd 48: wh-err= 0.974797 th-err= 0.152997 dev= nan test= 0.225000 train= 0.022222
rnd 49: wh-err= 0.978330 th-err= 0.149681 dev= nan test= 0.200000 train= 0.022222
rnd 50: wh-err= 0.978311 th-err= 0.146435 dev= nan test= 0.200000 train= 0.022222
rnd 51: wh-err= 0.975177 th-err= 0.142800 dev= nan test= 0.200000 train= 0.025000
rnd 52: wh-err= 0.978862 th-err= 0.139782 dev= nan test= 0.150000 train= 0.025000
rnd 53: wh-err= 0.971376 th-err= 0.135780 dev= nan test= 0.150000 train= 0.022222
rnd 54: wh-err= 0.980963 th-err= 0.133196 dev= nan test= 0.150000 train= 0.019444
rnd 55: wh-err= 0.981695 th-err= 0.130757 dev= nan test= 0.200000 train= 0.019444
rnd 56: wh-err= 0.980869 th-err= 0.128256 dev= nan test= 0.200000 train= 0.019444
rnd 57: wh-err= 0.977930 th-err= 0.125425 dev= nan test= 0.200000 train= 0.019444
rnd 58: wh-err= 0.980274 th-err= 0.122951 dev= nan test= 0.200000 train= 0.019444
rnd 59: wh-err= 0.980600 th-err= 0.120566 dev= nan test= 0.200000 train= 0.019444
rnd 60: wh-err= 0.983014 th-err= 0.118518 dev= nan test= 0.175000 train= 0.019444
rnd 61: wh-err= 0.983480 th-err= 0.116560 dev= nan test= 0.200000 train= 0.019444
rnd 62: wh-err= 0.982878 th-err= 0.114564 dev= nan test= 0.175000 train= 0.022222
rnd 63: wh-err= 0.979155 th-err= 0.112176 dev= nan test= 0.150000 train= 0.019444
rnd 64: wh-err= 0.982799 th-err= 0.110247 dev= nan test= 0.175000 train= 0.019444
rnd 65: wh-err= 0.979764 th-err= 0.108016 dev= nan test= 0.150000 train= 0.019444
rnd 66: wh-err= 0.976917 th-err= 0.105522 dev= nan test= 0.175000 train= 0.019444
rnd 67: wh-err= 0.981063 th-err= 0.103524 dev= nan test= 0.175000 train= 0.019444
rnd 68: wh-err= 0.982691 th-err= 0.101732 dev= nan test= 0.175000 train= 0.019444
rnd 69: wh-err= 0.981699 th-err= 0.099870 dev= nan test= 0.175000 train= 0.019444
rnd 70: wh-err= 0.984726 th-err= 0.098345 dev= nan test= 0.175000 train= 0.019444
rnd 71: wh-err= 0.986485 th-err= 0.097016 dev= nan test= 0.175000 train= 0.019444
rnd 72: wh-err= 0.980465 th-err= 0.095121 dev= nan test= 0.175000 train= 0.019444
rnd 73: wh-err= 0.983460 th-err= 0.093547 dev= nan test= 0.175000 train= 0.019444
rnd 74: wh-err= 0.983664 th-err= 0.092019 dev= nan test= 0.200000 train= 0.019444
rnd 75: wh-err= 0.981176 th-err= 0.090287 dev= nan test= 0.200000 train= 0.019444
rnd 76: wh-err= 0.983846 th-err= 0.088829 dev= nan test= 0.200000 train= 0.019444
rnd 77: wh-err= 0.984952 th-err= 0.087492 dev= nan test= 0.200000 train= 0.019444
rnd 78: wh-err= 0.985690 th-err= 0.086240 dev= nan test= 0.175000 train= 0.019444
rnd 79: wh-err= 0.984725 th-err= 0.084923 dev= nan test= 0.175000 train= 0.019444
rnd 80: wh-err= 0.984315 th-err= 0.083590 dev= nan test= 0.175000 train= 0.019444
rnd 81: wh-err= 0.987575 th-err= 0.082552 dev= nan test= 0.175000 train= 0.019444
rnd 82: wh-err= 0.984246 th-err= 0.081251 dev= nan test= 0.175000 train= 0.019444
rnd 83: wh-err= 0.987812 th-err= 0.080261 dev= nan test= 0.175000 train= 0.019444
rnd 84: wh-err= 0.989534 th-err= 0.079421 dev= nan test= 0.175000 train= 0.019444
rnd 85: wh-err= 0.985493 th-err= 0.078269 dev= nan test= 0.175000 train= 0.019444
rnd 86: wh-err= 0.989468 th-err= 0.077444 dev= nan test= 0.175000 train= 0.019444
rnd 87: wh-err= 0.989969 th-err= 0.076668 dev= nan test= 0.175000 train= 0.019444
rnd 88: wh-err= 0.990327 th-err= 0.075926 dev= nan test= 0.175000 train= 0.019444
rnd 89: wh-err= 0.990743 th-err= 0.075223 dev= nan test= 0.175000 train= 0.019444
rnd 90: wh-err= 0.987428 th-err= 0.074278 dev= nan test= 0.175000 train= 0.019444
rnd 91: wh-err= 0.987968 th-err= 0.073384 dev= nan test= 0.175000 train= 0.019444
rnd 92: wh-err= 0.988275 th-err= 0.072523 dev= nan test= 0.175000 train= 0.019444
rnd 93: wh-err= 0.986845 th-err= 0.071569 dev= nan test= 0.175000 train= 0.019444
rnd 94: wh-err= 0.988135 th-err= 0.070720 dev= nan test= 0.150000 train= 0.019444
rnd 95: wh-err= 0.986405 th-err= 0.069759 dev= nan test= 0.150000 train= 0.019444
rnd 96: wh-err= 0.989588 th-err= 0.069032 dev= nan test= 0.150000 train= 0.019444
rnd 97: wh-err= 0.990156 th-err= 0.068353 dev= nan test= 0.150000 train= 0.019444
rnd 98: wh-err= 0.987516 th-err= 0.067499 dev= nan test= 0.150000 train= 0.019444
rnd 99: wh-err= 0.988763 th-err= 0.066741 dev= nan test= 0.175000 train= 0.019444
rnd 100: wh-err= 0.989206 th-err= 0.066021 dev= nan test= 0.150000 train= 0.019444
rnd 101: wh-err= 0.989643 th-err= 0.065337 dev= nan test= 0.150000 train= 0.019444
rnd 102: wh-err= 0.990789 th-err= 0.064735 dev= nan test= 0.150000 train= 0.019444
rnd 103: wh-err= 0.991095 th-err= 0.064159 dev= nan test= 0.150000 train= 0.019444
rnd 104: wh-err= 0.991219 th-err= 0.063595 dev= nan test= 0.175000 train= 0.019444
rnd 105: wh-err= 0.992068 th-err= 0.063091 dev= nan test= 0.175000 train= 0.019444
rnd 106: wh-err= 0.991919 th-err= 0.062581 dev= nan test= 0.150000 train= 0.019444
rnd 107: wh-err= 0.991768 th-err= 0.062066 dev= nan test= 0.150000 train= 0.019444
rnd 108: wh-err= 0.992668 th-err= 0.061611 dev= nan test= 0.150000 train= 0.019444
rnd 109: wh-err= 0.991906 th-err= 0.061112 dev= nan test= 0.150000 train= 0.019444
rnd 110: wh-err= 0.992081 th-err= 0.060628 dev= nan test= 0.150000 train= 0.019444
rnd 111: wh-err= 0.990883 th-err= 0.060075 dev= nan test= 0.150000 train= 0.019444
rnd 112: wh-err= 0.992442 th-err= 0.059621 dev= nan test= 0.150000 train= 0.019444
rnd 113: wh-err= 0.992559 th-err= 0.059178 dev= nan test= 0.150000 train= 0.019444
rnd 114: wh-err= 0.991821 th-err= 0.058694 dev= nan test= 0.150000 train= 0.019444
rnd 115: wh-err= 0.991307 th-err= 0.058183 dev= nan test= 0.150000 train= 0.019444
rnd 116: wh-err= 0.992563 th-err= 0.057751 dev= nan test= 0.150000 train= 0.019444
rnd 117: wh-err= 0.992831 th-err= 0.057337 dev= nan test= 0.150000 train= 0.019444
rnd 118: wh-err= 0.993173 th-err= 0.056945 dev= nan test= 0.150000 train= 0.019444
rnd 119: wh-err= 0.993200 th-err= 0.056558 dev= nan test= 0.150000 train= 0.019444
rnd 120: wh-err= 0.993173 th-err= 0.056172 dev= nan test= 0.150000 train= 0.019444
rnd 121: wh-err= 0.992933 th-err= 0.055775 dev= nan test= 0.150000 train= 0.019444
rnd 122: wh-err= 0.993742 th-err= 0.055426 dev= nan test= 0.150000 train= 0.019444
rnd 123: wh-err= 0.993105 th-err= 0.055044 dev= nan test= 0.150000 train= 0.019444
rnd 124: wh-err= 0.991807 th-err= 0.054593 dev= nan test= 0.150000 train= 0.019444
rnd 125: wh-err= 0.994475 th-err= 0.054291 dev= nan test= 0.150000 train= 0.019444
rnd 126: wh-err= 0.994850 th-err= 0.054011 dev= nan test= 0.150000 train= 0.019444
rnd 127: wh-err= 0.994950 th-err= 0.053739 dev= nan test= 0.150000 train= 0.019444
rnd 128: wh-err= 0.994614 th-err= 0.053449 dev= nan test= 0.150000 train= 0.019444
rnd 129: wh-err= 0.995249 th-err= 0.053195 dev= nan test= 0.150000 train= 0.019444
rnd 130: wh-err= 0.995514 th-err= 0.052957 dev= nan test= 0.150000 train= 0.019444
rnd 131: wh-err= 0.995637 th-err= 0.052726 dev= nan test= 0.150000 train= 0.019444
rnd 132: wh-err= 0.995693 th-err= 0.052499 dev= nan test= 0.150000 train= 0.019444
rnd 133: wh-err= 0.994539 th-err= 0.052212 dev= nan test= 0.150000 train= 0.019444
rnd 134: wh-err= 0.995262 th-err= 0.051964 dev= nan test= 0.150000 train= 0.019444
rnd 135: wh-err= 0.994652 th-err= 0.051687 dev= nan test= 0.150000 train= 0.019444
rnd 136: wh-err= 0.994770 th-err= 0.051416 dev= nan test= 0.150000 train= 0.019444
rnd 137: wh-err= 0.994926 th-err= 0.051155 dev= nan test= 0.150000 train= 0.019444
rnd 138: wh-err= 0.995265 th-err= 0.050913 dev= nan test= 0.150000 train= 0.019444
rnd 139: wh-err= 0.995042 th-err= 0.050661 dev= nan test= 0.125000 train= 0.019444
rnd 140: wh-err= 0.994663 th-err= 0.050390 dev= nan test= 0.125000 train= 0.019444
rnd 141: wh-err= 0.995454 th-err= 0.050161 dev= nan test= 0.125000 train= 0.019444
rnd 142: wh-err= 0.995452 th-err= 0.049933 dev= nan test= 0.125000 train= 0.019444
rnd 143: wh-err= 0.995792 th-err= 0.049723 dev= nan test= 0.125000 train= 0.019444
rnd 144: wh-err= 0.995847 th-err= 0.049517 dev= nan test= 0.125000 train= 0.019444
rnd 145: wh-err= 0.995684 th-err= 0.049303 dev= nan test= 0.125000 train= 0.019444
rnd 146: wh-err= 0.995991 th-err= 0.049105 dev= nan test= 0.125000 train= 0.019444
rnd 147: wh-err= 0.995992 th-err= 0.048908 dev= nan test= 0.125000 train= 0.019444
rnd 148: wh-err= 0.995996 th-err= 0.048713 dev= nan test= 0.125000 train= 0.019444
rnd 149: wh-err= 0.996274 th-err= 0.048531 dev= nan test= 0.125000 train= 0.019444
rnd 150: wh-err= 0.996497 th-err= 0.048361 dev= nan test= 0.125000 train= 0.019444
rnd 151: wh-err= 0.996564 th-err= 0.048195 dev= nan test= 0.125000 train= 0.019444
rnd 152: wh-err= 0.996809 th-err= 0.048041 dev= nan test= 0.125000 train= 0.019444
rnd 153: wh-err= 0.996360 th-err= 0.047866 dev= nan test= 0.125000 train= 0.019444
rnd 154: wh-err= 0.996367 th-err= 0.047692 dev= nan test= 0.125000 train= 0.019444
rnd 155: wh-err= 0.996603 th-err= 0.047530 dev= nan test= 0.125000 train= 0.019444
rnd 156: wh-err= 0.995183 th-err= 0.047301 dev= nan test= 0.125000 train= 0.019444
rnd 157: wh-err= 0.996191 th-err= 0.047121 dev= nan test= 0.125000 train= 0.019444
rnd 158: wh-err= 0.996389 th-err= 0.046951 dev= nan test= 0.125000 train= 0.019444
rnd 159: wh-err= 0.995880 th-err= 0.046758 dev= nan test= 0.150000 train= 0.019444
rnd 160: wh-err= 0.996428 th-err= 0.046591 dev= nan test= 0.150000 train= 0.019444
rnd 161: wh-err= 0.996280 th-err= 0.046417 dev= nan test= 0.150000 train= 0.019444
rnd 162: wh-err= 0.996861 th-err= 0.046272 dev= nan test= 0.125000 train= 0.019444
rnd 163: wh-err= 0.996983 th-err= 0.046132 dev= nan test= 0.125000 train= 0.019444
rnd 164: wh-err= 0.997182 th-err= 0.046002 dev= nan test= 0.125000 train= 0.019444
rnd 165: wh-err= 0.997331 th-err= 0.045879 dev= nan test= 0.125000 train= 0.019444
rnd 166: wh-err= 0.997383 th-err= 0.045759 dev= nan test= 0.125000 train= 0.019444
rnd 167: wh-err= 0.996658 th-err= 0.045606 dev= nan test= 0.100000 train= 0.019444
