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= 0.375000 train= 0.386111
rnd 6: wh-err= 0.975966 th-err= 0.836262 dev= nan test= 0.375000 train= 0.386111
rnd 7: wh-err= 0.977918 th-err= 0.817796 dev= nan test= 0.375000 train= 0.372222
rnd 8: wh-err= 0.977501 th-err= 0.799396 dev= nan test= 0.350000 train= 0.347222
rnd 9: wh-err= 0.977051 th-err= 0.781051 dev= nan test= 0.350000 train= 0.347222
rnd 10: wh-err= 0.975532 th-err= 0.761940 dev= nan test= 0.300000 train= 0.325000
rnd 11: wh-err= 0.977864 th-err= 0.745074 dev= nan test= 0.300000 train= 0.308333
rnd 12: wh-err= 0.979052 th-err= 0.729466 dev= nan test= 0.300000 train= 0.294444
rnd 13: wh-err= 0.979599 th-err= 0.714584 dev= nan test= 0.300000 train= 0.294444
rnd 14: wh-err= 0.979182 th-err= 0.699708 dev= nan test= 0.300000 train= 0.294444
rnd 15: wh-err= 0.980323 th-err= 0.685939 dev= nan test= 0.275000 train= 0.280556
rnd 16: wh-err= 0.979728 th-err= 0.672034 dev= nan test= 0.275000 train= 0.266667
rnd 17: wh-err= 0.979093 th-err= 0.657984 dev= nan test= 0.300000 train= 0.252778
rnd 18: wh-err= 0.978413 th-err= 0.643780 dev= nan test= 0.325000 train= 0.238889
rnd 19: wh-err= 0.977683 th-err= 0.629412 dev= nan test= 0.300000 train= 0.225000
rnd 20: wh-err= 0.978245 th-err= 0.615720 dev= nan test= 0.275000 train= 0.216667
rnd 21: wh-err= 0.974584 th-err= 0.600071 dev= nan test= 0.275000 train= 0.216667
rnd 22: wh-err= 0.974712 th-err= 0.584896 dev= nan test= 0.250000 train= 0.208333
rnd 23: wh-err= 0.978843 th-err= 0.572522 dev= nan test= 0.250000 train= 0.202778
rnd 24: wh-err= 0.978742 th-err= 0.560351 dev= nan test= 0.225000 train= 0.194444
rnd 25: wh-err= 0.979517 th-err= 0.548874 dev= nan test= 0.225000 train= 0.194444
rnd 26: wh-err= 0.979677 th-err= 0.537719 dev= nan test= 0.250000 train= 0.166667
rnd 27: wh-err= 0.977236 th-err= 0.525479 dev= nan test= 0.250000 train= 0.163889
rnd 28: wh-err= 0.978362 th-err= 0.514108 dev= nan test= 0.250000 train= 0.155556
rnd 29: wh-err= 0.978643 th-err= 0.503129 dev= nan test= 0.250000 train= 0.147222
rnd 30: wh-err= 0.978989 th-err= 0.492557 dev= nan test= 0.250000 train= 0.138889
rnd 31: wh-err= 0.978261 th-err= 0.481850 dev= nan test= 0.225000 train= 0.127778
rnd 32: wh-err= 0.977875 th-err= 0.471189 dev= nan test= 0.225000 train= 0.122222
rnd 33: wh-err= 0.978908 th-err= 0.461250 dev= nan test= 0.225000 train= 0.113889
rnd 34: wh-err= 0.979817 th-err= 0.451941 dev= nan test= 0.225000 train= 0.108333
rnd 35: wh-err= 0.979923 th-err= 0.442867 dev= nan test= 0.225000 train= 0.100000
rnd 36: wh-err= 0.980369 th-err= 0.434173 dev= nan test= 0.225000 train= 0.100000
rnd 37: wh-err= 0.980770 th-err= 0.425824 dev= nan test= 0.225000 train= 0.100000
rnd 38: wh-err= 0.981042 th-err= 0.417751 dev= nan test= 0.225000 train= 0.100000
rnd 39: wh-err= 0.981431 th-err= 0.409994 dev= nan test= 0.225000 train= 0.100000
rnd 40: wh-err= 0.982258 th-err= 0.402720 dev= nan test= 0.225000 train= 0.097222
rnd 41: wh-err= 0.982318 th-err= 0.395599 dev= nan test= 0.225000 train= 0.094444
rnd 42: wh-err= 0.981928 th-err= 0.388450 dev= nan test= 0.225000 train= 0.094444
rnd 43: wh-err= 0.982470 th-err= 0.381640 dev= nan test= 0.225000 train= 0.091667
rnd 44: wh-err= 0.981360 th-err= 0.374527 dev= nan test= 0.225000 train= 0.091667
rnd 45: wh-err= 0.981431 th-err= 0.367572 dev= nan test= 0.225000 train= 0.091667
rnd 46: wh-err= 0.981791 th-err= 0.360879 dev= nan test= 0.225000 train= 0.091667
rnd 47: wh-err= 0.982131 th-err= 0.354430 dev= nan test= 0.225000 train= 0.086111
rnd 48: wh-err= 0.983414 th-err= 0.348552 dev= nan test= 0.200000 train= 0.083333
rnd 49: wh-err= 0.979184 th-err= 0.341296 dev= nan test= 0.200000 train= 0.075000
rnd 50: wh-err= 0.981748 th-err= 0.335067 dev= nan test= 0.175000 train= 0.072222
rnd 51: wh-err= 0.981802 th-err= 0.328970 dev= nan test= 0.175000 train= 0.069444
rnd 52: wh-err= 0.982428 th-err= 0.323189 dev= nan test= 0.175000 train= 0.066667
rnd 53: wh-err= 0.982284 th-err= 0.317463 dev= nan test= 0.175000 train= 0.063889
rnd 54: wh-err= 0.982848 th-err= 0.312018 dev= nan test= 0.175000 train= 0.061111
rnd 55: wh-err= 0.983324 th-err= 0.306815 dev= nan test= 0.175000 train= 0.055556
rnd 56: wh-err= 0.983795 th-err= 0.301843 dev= nan test= 0.175000 train= 0.052778
rnd 57: wh-err= 0.981396 th-err= 0.296227 dev= nan test= 0.175000 train= 0.052778
rnd 58: wh-err= 0.981862 th-err= 0.290854 dev= nan test= 0.175000 train= 0.050000
rnd 59: wh-err= 0.982220 th-err= 0.285683 dev= nan test= 0.175000 train= 0.050000
rnd 60: wh-err= 0.983153 th-err= 0.280870 dev= nan test= 0.175000 train= 0.050000
rnd 61: wh-err= 0.983714 th-err= 0.276295 dev= nan test= 0.175000 train= 0.050000
rnd 62: wh-err= 0.983622 th-err= 0.271770 dev= nan test= 0.175000 train= 0.047222
rnd 63: wh-err= 0.983725 th-err= 0.267347 dev= nan test= 0.175000 train= 0.041667
rnd 64: wh-err= 0.983185 th-err= 0.262852 dev= nan test= 0.175000 train= 0.041667
rnd 65: wh-err= 0.982818 th-err= 0.258335 dev= nan test= 0.175000 train= 0.038889
rnd 66: wh-err= 0.982743 th-err= 0.253877 dev= nan test= 0.175000 train= 0.036111
rnd 67: wh-err= 0.983350 th-err= 0.249650 dev= nan test= 0.175000 train= 0.036111
rnd 68: wh-err= 0.983444 th-err= 0.245517 dev= nan test= 0.175000 train= 0.036111
rnd 69: wh-err= 0.983365 th-err= 0.241433 dev= nan test= 0.175000 train= 0.036111
rnd 70: wh-err= 0.983972 th-err= 0.237563 dev= nan test= 0.175000 train= 0.036111
rnd 71: wh-err= 0.984035 th-err= 0.233771 dev= nan test= 0.175000 train= 0.033333
rnd 72: wh-err= 0.983597 th-err= 0.229936 dev= nan test= 0.175000 train= 0.036111
rnd 73: wh-err= 0.983155 th-err= 0.226063 dev= nan test= 0.175000 train= 0.036111
rnd 74: wh-err= 0.982582 th-err= 0.222125 dev= nan test= 0.175000 train= 0.036111
rnd 75: wh-err= 0.982803 th-err= 0.218305 dev= nan test= 0.175000 train= 0.033333
rnd 76: wh-err= 0.984620 th-err= 0.214948 dev= nan test= 0.175000 train= 0.030556
rnd 77: wh-err= 0.984717 th-err= 0.211663 dev= nan test= 0.175000 train= 0.030556
rnd 78: wh-err= 0.984517 th-err= 0.208385 dev= nan test= 0.175000 train= 0.030556
rnd 79: wh-err= 0.984459 th-err= 0.205147 dev= nan test= 0.175000 train= 0.030556
rnd 80: wh-err= 0.984230 th-err= 0.201912 dev= nan test= 0.175000 train= 0.030556
rnd 81: wh-err= 0.984730 th-err= 0.198828 dev= nan test= 0.175000 train= 0.030556
rnd 82: wh-err= 0.984390 th-err= 0.195725 dev= nan test= 0.175000 train= 0.030556
rnd 83: wh-err= 0.984246 th-err= 0.192641 dev= nan test= 0.175000 train= 0.030556
rnd 84: wh-err= 0.983973 th-err= 0.189554 dev= nan test= 0.175000 train= 0.030556
rnd 85: wh-err= 0.983832 th-err= 0.186489 dev= nan test= 0.175000 train= 0.030556
rnd 86: wh-err= 0.983787 th-err= 0.183466 dev= nan test= 0.175000 train= 0.030556
rnd 87: wh-err= 0.983770 th-err= 0.180488 dev= nan test= 0.200000 train= 0.036111
rnd 88: wh-err= 0.984575 th-err= 0.177704 dev= nan test= 0.200000 train= 0.036111
rnd 89: wh-err= 0.984979 th-err= 0.175035 dev= nan test= 0.175000 train= 0.030556
rnd 90: wh-err= 0.985118 th-err= 0.172430 dev= nan test= 0.175000 train= 0.030556
rnd 91: wh-err= 0.984795 th-err= 0.169808 dev= nan test= 0.175000 train= 0.030556
rnd 92: wh-err= 0.984984 th-err= 0.167258 dev= nan test= 0.175000 train= 0.030556
rnd 93: wh-err= 0.985346 th-err= 0.164807 dev= nan test= 0.175000 train= 0.030556
rnd 94: wh-err= 0.985358 th-err= 0.162394 dev= nan test= 0.175000 train= 0.030556
rnd 95: wh-err= 0.984171 th-err= 0.159823 dev= nan test= 0.175000 train= 0.030556
rnd 96: wh-err= 0.985554 th-err= 0.157515 dev= nan test= 0.175000 train= 0.030556
rnd 97: wh-err= 0.985629 th-err= 0.155251 dev= nan test= 0.175000 train= 0.030556
rnd 98: wh-err= 0.985412 th-err= 0.152986 dev= nan test= 0.175000 train= 0.030556
rnd 99: wh-err= 0.985347 th-err= 0.150745 dev= nan test= 0.175000 train= 0.030556
rnd 100: wh-err= 0.985127 th-err= 0.148503 dev= nan test= 0.175000 train= 0.030556
rnd 101: wh-err= 0.985766 th-err= 0.146389 dev= nan test= 0.175000 train= 0.030556
rnd 102: wh-err= 0.985685 th-err= 0.144293 dev= nan test= 0.175000 train= 0.027778
rnd 103: wh-err= 0.985312 th-err= 0.142174 dev= nan test= 0.175000 train= 0.027778
rnd 104: wh-err= 0.985023 th-err= 0.140044 dev= nan test= 0.175000 train= 0.027778
rnd 105: wh-err= 0.984882 th-err= 0.137927 dev= nan test= 0.175000 train= 0.027778
rnd 106: wh-err= 0.984723 th-err= 0.135820 dev= nan test= 0.175000 train= 0.027778
rnd 107: wh-err= 0.985079 th-err= 0.133793 dev= nan test= 0.175000 train= 0.025000
rnd 108: wh-err= 0.985168 th-err= 0.131809 dev= nan test= 0.175000 train= 0.025000
rnd 109: wh-err= 0.985284 th-err= 0.129869 dev= nan test= 0.175000 train= 0.025000
rnd 110: wh-err= 0.985634 th-err= 0.128003 dev= nan test= 0.175000 train= 0.025000
rnd 111: wh-err= 0.985954 th-err= 0.126206 dev= nan test= 0.175000 train= 0.025000
rnd 112: wh-err= 0.985071 th-err= 0.124321 dev= nan test= 0.175000 train= 0.019444
rnd 113: wh-err= 0.983590 th-err= 0.122281 dev= nan test= 0.175000 train= 0.019444
rnd 114: wh-err= 0.984364 th-err= 0.120369 dev= nan test= 0.175000 train= 0.019444
rnd 115: wh-err= 0.984766 th-err= 0.118536 dev= nan test= 0.175000 train= 0.019444
rnd 116: wh-err= 0.985852 th-err= 0.116859 dev= nan test= 0.175000 train= 0.019444
rnd 117: wh-err= 0.985667 th-err= 0.115184 dev= nan test= 0.175000 train= 0.025000
rnd 118: wh-err= 0.986012 th-err= 0.113573 dev= nan test= 0.175000 train= 0.019444
rnd 119: wh-err= 0.986005 th-err= 0.111983 dev= nan test= 0.175000 train= 0.019444
rnd 120: wh-err= 0.986282 th-err= 0.110447 dev= nan test= 0.175000 train= 0.019444
rnd 121: wh-err= 0.986329 th-err= 0.108937 dev= nan test= 0.175000 train= 0.025000
rnd 122: wh-err= 0.984288 th-err= 0.107225 dev= nan test= 0.150000 train= 0.019444
