... (lines omitted) ...
rnd 633: wh-err= 0.999923 th-err= 0.018924 test= nan train= 0.1090909
rnd 634: wh-err= 0.999960 th-err= 0.018923 test= nan train= 0.1090909
rnd 635: wh-err= 0.999974 th-err= 0.018922 test= nan train= 0.1090909
rnd 636: wh-err= 0.999988 th-err= 0.018922 test= nan train= 0.1090909
rnd 637: wh-err= 0.999988 th-err= 0.018922 test= nan train= 0.1090909
rnd 638: wh-err= 0.999987 th-err= 0.018922 test= nan train= 0.1090909
rnd 639: wh-err= 0.999983 th-err= 0.018921 test= nan train= 0.1090909
rnd 640: wh-err= 0.999984 th-err= 0.018921 test= nan train= 0.1090909
rnd 641: wh-err= 0.999983 th-err= 0.018921 test= nan train= 0.1090909
rnd 642: wh-err= 0.999986 th-err= 0.018921 test= nan train= 0.1090909
rnd 643: wh-err= 0.999981 th-err= 0.018920 test= nan train= 0.1090909
rnd 644: wh-err= 0.999978 th-err= 0.018920 test= nan train= 0.1090909
rnd 645: wh-err= 0.999988 th-err= 0.018920 test= nan train= 0.1090909
rnd 646: wh-err= 0.999952 th-err= 0.018919 test= nan train= 0.1090909
rnd 647: wh-err= 0.999947 th-err= 0.018918 test= nan train= 0.1090909
rnd 648: wh-err= 0.999897 th-err= 0.018916 test= nan train= 0.1090909
rnd 649: wh-err= 0.999949 th-err= 0.018915 test= nan train= 0.1090909
rnd 650: wh-err= 0.999987 th-err= 0.018914 test= nan train= 0.1090909
rnd 651: wh-err= 0.999990 th-err= 0.018914 test= nan train= 0.1090909
rnd 652: wh-err= 0.999989 th-err= 0.018914 test= nan train= 0.1090909
rnd 653: wh-err= 0.999981 th-err= 0.018914 test= nan train= 0.1090909
rnd 654: wh-err= 0.999938 th-err= 0.018913 test= nan train= 0.1090909
rnd 655: wh-err= 0.999922 th-err= 0.018911 test= nan train= 0.1090909
rnd 656: wh-err= 0.999946 th-err= 0.018910 test= nan train= 0.1090909
rnd 657: wh-err= 0.999969 th-err= 0.018909 test= nan train= 0.1090909
rnd 658: wh-err= 0.999980 th-err= 0.018909 test= nan train= 0.1090909
rnd 659: wh-err= 0.999984 th-err= 0.018909 test= nan train= 0.1090909
rnd 660: wh-err= 0.999969 th-err= 0.018908 test= nan train= 0.1090909
rnd 661: wh-err= 0.999987 th-err= 0.018908 test= nan train= 0.1090909
rnd 662: wh-err= 0.999989 th-err= 0.018908 test= nan train= 0.1090909
rnd 663: wh-err= 0.999982 th-err= 0.018907 test= nan train= 0.1090909
rnd 664: wh-err= 0.999980 th-err= 0.018907 test= nan train= 0.1090909
rnd 665: wh-err= 0.999987 th-err= 0.018907 test= nan train= 0.1090909
rnd 666: wh-err= 0.999985 th-err= 0.018907 test= nan train= 0.1090909
rnd 667: wh-err= 0.999982 th-err= 0.018906 test= nan train= 0.1090909
rnd 668: wh-err= 0.999991 th-err= 0.018906 test= nan train= 0.1090909
rnd 669: wh-err= 0.999989 th-err= 0.018906 test= nan train= 0.1090909
rnd 670: wh-err= 0.999985 th-err= 0.018906 test= nan train= 0.1090909
rnd 671: wh-err= 0.999990 th-err= 0.018905 test= nan train= 0.1090909
rnd 672: wh-err= 0.999989 th-err= 0.018905 test= nan train= 0.1090909
rnd 673: wh-err= 0.999983 th-err= 0.018905 test= nan train= 0.1090909
rnd 674: wh-err= 0.999981 th-err= 0.018904 test= nan train= 0.1090909
rnd 675: wh-err= 0.999956 th-err= 0.018904 test= nan train= 0.1090909
rnd 676: wh-err= 0.999956 th-err= 0.018903 test= nan train= 0.1090909
rnd 677: wh-err= 0.999905 th-err= 0.018901 test= nan train= 0.1090909
rnd 678: wh-err= 0.999958 th-err= 0.018900 test= nan train= 0.1090909
rnd 679: wh-err= 0.999990 th-err= 0.018900 test= nan train= 0.1090909
rnd 680: wh-err= 0.999989 th-err= 0.018900 test= nan train= 0.1090909
rnd 681: wh-err= 0.999985 th-err= 0.018899 test= nan train= 0.1090909
rnd 682: wh-err= 0.999947 th-err= 0.018898 test= nan train= 0.1090909
rnd 683: wh-err= 0.999971 th-err= 0.018898 test= nan train= 0.1090909
rnd 684: wh-err= 0.999971 th-err= 0.018897 test= nan train= 0.1090909
rnd 685: wh-err= 0.999972 th-err= 0.018897 test= nan train= 0.1090909
rnd 686: wh-err= 0.999991 th-err= 0.018897 test= nan train= 0.1090909
rnd 687: wh-err= 0.999986 th-err= 0.018896 test= nan train= 0.1090909
rnd 688: wh-err= 0.999986 th-err= 0.018896 test= nan train= 0.1090909
rnd 689: wh-err= 0.999989 th-err= 0.018896 test= nan train= 0.1090909
rnd 690: wh-err= 0.999936 th-err= 0.018895 test= nan train= 0.1090909
rnd 691: wh-err= 0.999970 th-err= 0.018894 test= nan train= 0.1090909
rnd 692: wh-err= 0.999990 th-err= 0.018894 test= nan train= 0.1090909
rnd 693: wh-err= 0.999990 th-err= 0.018894 test= nan train= 0.1090909
rnd 694: wh-err= 0.999988 th-err= 0.018894 test= nan train= 0.1090909
rnd 695: wh-err= 0.999983 th-err= 0.018893 test= nan train= 0.1090909
rnd 696: wh-err= 0.999987 th-err= 0.018893 test= nan train= 0.1090909
rnd 697: wh-err= 0.999986 th-err= 0.018893 test= nan train= 0.1090909
rnd 698: wh-err= 0.999985 th-err= 0.018892 test= nan train= 0.1090909
rnd 699: wh-err= 0.999989 th-err= 0.018892 test= nan train= 0.1090909
rnd 700: wh-err= 0.999984 th-err= 0.018892 test= nan train= 0.1090909
rnd 701: wh-err= 0.999985 th-err= 0.018892 test= nan train= 0.1090909
rnd 702: wh-err= 0.999973 th-err= 0.018891 test= nan train= 0.1090909
rnd 703: wh-err= 0.999991 th-err= 0.018891 test= nan train= 0.1090909
rnd 704: wh-err= 0.999992 th-err= 0.018891 test= nan train= 0.1090909
rnd 705: wh-err= 0.999981 th-err= 0.018890 test= nan train= 0.1090909
rnd 706: wh-err= 0.999984 th-err= 0.018890 test= nan train= 0.1090909
rnd 707: wh-err= 0.999990 th-err= 0.018890 test= nan train= 0.1090909
rnd 708: wh-err= 0.999988 th-err= 0.018890 test= nan train= 0.1090909
rnd 709: wh-err= 0.999958 th-err= 0.018889 test= nan train= 0.1090909
rnd 710: wh-err= 0.999958 th-err= 0.018888 test= nan train= 0.1090909
rnd 711: wh-err= 0.999914 th-err= 0.018887 test= nan train= 0.1090909
rnd 712: wh-err= 0.999964 th-err= 0.018886 test= nan train= 0.1090909
rnd 713: wh-err= 0.999990 th-err= 0.018886 test= nan train= 0.1090909
rnd 714: wh-err= 0.999992 th-err= 0.018886 test= nan train= 0.1090909
rnd 715: wh-err= 0.999983 th-err= 0.018885 test= nan train= 0.1090909
rnd 716: wh-err= 0.999991 th-err= 0.018885 test= nan train= 0.1090909
rnd 717: wh-err= 0.999952 th-err= 0.018884 test= nan train= 0.1090909
rnd 718: wh-err= 0.999933 th-err= 0.018883 test= nan train= 0.1090909
rnd 719: wh-err= 0.999956 th-err= 0.018882 test= nan train= 0.1090909
rnd 720: wh-err= 0.999973 th-err= 0.018882 test= nan train= 0.1090909
rnd 721: wh-err= 0.999987 th-err= 0.018881 test= nan train= 0.1090909
rnd 722: wh-err= 0.999990 th-err= 0.018881 test= nan train= 0.1090909
rnd 723: wh-err= 0.999985 th-err= 0.018881 test= nan train= 0.1090909
rnd 724: wh-err= 0.999990 th-err= 0.018881 test= nan train= 0.1090909
rnd 725: wh-err= 0.999993 th-err= 0.018880 test= nan train= 0.1090909
rnd 726: wh-err= 0.999992 th-err= 0.018880 test= nan train= 0.1090909
rnd 727: wh-err= 0.999988 th-err= 0.018880 test= nan train= 0.1090909
rnd 728: wh-err= 0.999987 th-err= 0.018880 test= nan train= 0.1090909
rnd 729: wh-err= 0.999985 th-err= 0.018880 test= nan train= 0.1090909
rnd 730: wh-err= 0.999986 th-err= 0.018879 test= nan train= 0.1090909
rnd 731: wh-err= 0.999991 th-err= 0.018879 test= nan train= 0.1090909
rnd 732: wh-err= 0.999990 th-err= 0.018879 test= nan train= 0.1090909
rnd 733: wh-err= 0.999992 th-err= 0.018879 test= nan train= 0.1090909
rnd 734: wh-err= 0.999986 th-err= 0.018879 test= nan train= 0.1090909
rnd 735: wh-err= 0.999991 th-err= 0.018878 test= nan train= 0.1090909
rnd 736: wh-err= 0.999988 th-err= 0.018878 test= nan train= 0.1090909
rnd 737: wh-err= 0.999991 th-err= 0.018878 test= nan train= 0.1090909
rnd 738: wh-err= 0.999993 th-err= 0.018878 test= nan train= 0.1090909
rnd 739: wh-err= 0.999959 th-err= 0.018877 test= nan train= 0.1090909
rnd 740: wh-err= 0.999963 th-err= 0.018876 test= nan train= 0.1090909
rnd 741: wh-err= 0.999922 th-err= 0.018875 test= nan train= 0.1090909
rnd 742: wh-err= 0.999968 th-err= 0.018874 test= nan train= 0.1090909
rnd 743: wh-err= 0.999991 th-err= 0.018874 test= nan train= 0.1090909
rnd 744: wh-err= 0.999992 th-err= 0.018874 test= nan train= 0.1090909
rnd 745: wh-err= 0.999989 th-err= 0.018874 test= nan train= 0.1090909
rnd 746: wh-err= 0.999977 th-err= 0.018873 test= nan train= 0.1090909
rnd 747: wh-err= 0.999956 th-err= 0.018873 test= nan train= 0.1090909
rnd 748: wh-err= 0.999940 th-err= 0.018871 test= nan train= 0.1090909
rnd 749: wh-err= 0.999962 th-err= 0.018871 test= nan train= 0.1090909
rnd 750: wh-err= 0.999984 th-err= 0.018870 test= nan train= 0.1090909
rnd 751: wh-err= 0.999977 th-err= 0.018870 test= nan train= 0.1090909
rnd 752: wh-err= 0.999988 th-err= 0.018870 test= nan train= 0.1090909
rnd 753: wh-err= 0.999987 th-err= 0.018869 test= nan train= 0.1090909
rnd 754: wh-err= 0.999989 th-err= 0.018869 test= nan train= 0.1090909
rnd 755: wh-err= 0.999949 th-err= 0.018868 test= nan train= 0.1090909
rnd 756: wh-err= 0.999975 th-err= 0.018868 test= nan train= 0.1090909
rnd 757: wh-err= 0.999992 th-err= 0.018868 test= nan train= 0.1090909
rnd 758: wh-err= 0.999992 th-err= 0.018868 test= nan train= 0.1090909
rnd 759: wh-err= 0.999991 th-err= 0.018867 test= nan train= 0.1090909
rnd 760: wh-err= 0.999987 th-err= 0.018867 test= nan train= 0.1090909
rnd 761: wh-err= 0.999993 th-err= 0.018867 test= nan train= 0.1090909
rnd 762: wh-err= 0.999989 th-err= 0.018867 test= nan train= 0.1090909
rnd 763: wh-err= 0.999992 th-err= 0.018867 test= nan train= 0.1090909
rnd 764: wh-err= 0.999989 th-err= 0.018866 test= nan train= 0.1090909
rnd 765: wh-err= 0.999988 th-err= 0.018866 test= nan train= 0.1090909
rnd 766: wh-err= 0.999987 th-err= 0.018866 test= nan train= 0.1090909
rnd 767: wh-err= 0.999993 th-err= 0.018866 test= nan train= 0.1090909
rnd 768: wh-err= 0.999992 th-err= 0.018866 test= nan train= 0.1090909
rnd 769: wh-err= 0.999988 th-err= 0.018865 test= nan train= 0.1090909
rnd 770: wh-err= 0.999990 th-err= 0.018865 test= nan train= 0.1090909
rnd 771: wh-err= 0.999984 th-err= 0.018865 test= nan train= 0.1090909
rnd 772: wh-err= 0.999987 th-err= 0.018865 test= nan train= 0.1090909
rnd 773: wh-err= 0.999993 th-err= 0.018865 test= nan train= 0.1090909
rnd 774: wh-err= 0.999992 th-err= 0.018864 test= nan train= 0.1090909
rnd 775: wh-err= 0.999992 th-err= 0.018864 test= nan train= 0.1090909
rnd 776: wh-err= 0.999994 th-err= 0.018864 test= nan train= 0.1090909
rnd 777: wh-err= 0.999990 th-err= 0.018864 test= nan train= 0.1090909
rnd 778: wh-err= 0.999990 th-err= 0.018864 test= nan train= 0.1090909
rnd 779: wh-err= 0.999963 th-err= 0.018863 test= nan train= 0.1090909
rnd 780: wh-err= 0.999969 th-err= 0.018862 test= nan train= 0.1090909
rnd 781: wh-err= 0.999928 th-err= 0.018861 test= nan train= 0.1090909
rnd 782: wh-err= 0.999972 th-err= 0.018861 test= nan train= 0.1090909
rnd 783: wh-err= 0.999978 th-err= 0.018860 test= nan train= 0.1090909
rnd 784: wh-err= 0.999993 th-err= 0.018860 test= nan train= 0.1090909
rnd 785: wh-err= 0.999960 th-err= 0.018859 test= nan train= 0.1090909
rnd 786: wh-err= 0.999969 th-err= 0.018859 test= nan train= 0.1090909
rnd 787: wh-err= 0.999986 th-err= 0.018858 test= nan train= 0.1090909
rnd 788: wh-err= 0.999992 th-err= 0.018858 test= nan train= 0.1090909
rnd 789: wh-err= 0.999988 th-err= 0.018858 test= nan train= 0.1090909
rnd 790: wh-err= 0.999993 th-err= 0.018858 test= nan train= 0.1090909
rnd 791: wh-err= 0.999994 th-err= 0.018858 test= nan train= 0.1090909
rnd 792: wh-err= 0.999993 th-err= 0.018858 test= nan train= 0.1090909
rnd 793: wh-err= 0.999989 th-err= 0.018857 test= nan train= 0.1090909
rnd 794: wh-err= 0.999980 th-err= 0.018857 test= nan train= 0.1090909
rnd 795: wh-err= 0.999989 th-err= 0.018857 test= nan train= 0.1090909
rnd 796: wh-err= 0.999989 th-err= 0.018857 test= nan train= 0.1090909
rnd 797: wh-err= 0.999990 th-err= 0.018857 test= nan train= 0.1090909
rnd 798: wh-err= 0.999993 th-err= 0.018856 test= nan train= 0.1090909
rnd 799: wh-err= 0.999994 th-err= 0.018856 test= nan train= 0.1090909
rnd 800: wh-err= 0.999992 th-err= 0.018856 test= nan train= 0.1090909
rnd 801: wh-err= 0.999961 th-err= 0.018855 test= nan train= 0.1090909
rnd 802: wh-err= 0.999972 th-err= 0.018855 test= nan train= 0.1090909
rnd 803: wh-err= 0.999935 th-err= 0.018854 test= nan train= 0.1090909
rnd 804: wh-err= 0.999975 th-err= 0.018853 test= nan train= 0.1090909
rnd 805: wh-err= 0.999992 th-err= 0.018853 test= nan train= 0.1090909
rnd 806: wh-err= 0.999991 th-err= 0.018853 test= nan train= 0.1090909
rnd 807: wh-err= 0.999991 th-err= 0.018853 test= nan train= 0.1090909
rnd 808: wh-err= 0.999994 th-err= 0.018853 test= nan train= 0.1090909
rnd 809: wh-err= 0.999994 th-err= 0.018852 test= nan train= 0.1090909
rnd 810: wh-err= 0.999982 th-err= 0.018852 test= nan train= 0.1090909
rnd 811: wh-err= 0.999988 th-err= 0.018852 test= nan train= 0.1090909
rnd 812: wh-err= 0.999993 th-err= 0.018852 test= nan train= 0.1090909
rnd 813: wh-err= 0.999989 th-err= 0.018852 test= nan train= 0.1090909
rnd 814: wh-err= 0.999964 th-err= 0.018851 test= nan train= 0.1090909
rnd 815: wh-err= 0.999972 th-err= 0.018850 test= nan train= 0.1090909
rnd 816: wh-err= 0.999988 th-err= 0.018850 test= nan train= 0.1090909
rnd 817: wh-err= 0.999994 th-err= 0.018850 test= nan train= 0.1090909
rnd 818: wh-err= 0.999990 th-err= 0.018850 test= nan train= 0.1090909
rnd 819: wh-err= 0.999994 th-err= 0.018850 test= nan train= 0.1090909
rnd 820: wh-err= 0.999990 th-err= 0.018849 test= nan train= 0.1090909
rnd 821: wh-err= 0.999993 th-err= 0.018849 test= nan train= 0.1090909
rnd 822: wh-err= 0.999991 th-err= 0.018849 test= nan train= 0.1090909
rnd 823: wh-err= 0.999958 th-err= 0.018848 test= nan train= 0.1090909
rnd 824: wh-err= 0.999978 th-err= 0.018848 test= nan train= 0.1090909
rnd 825: wh-err= 0.999993 th-err= 0.018848 test= nan train= 0.1090909
rnd 826: wh-err= 0.999990 th-err= 0.018848 test= nan train= 0.1090909
rnd 827: wh-err= 0.999995 th-err= 0.018848 test= nan train= 0.1090909
rnd 828: wh-err= 0.999990 th-err= 0.018847 test= nan train= 0.1090909
rnd 829: wh-err= 0.999994 th-err= 0.018847 test= nan train= 0.1090909
rnd 830: wh-err= 0.999991 th-err= 0.018847 test= nan train= 0.1090909
rnd 831: wh-err= 0.999992 th-err= 0.018847 test= nan train= 0.1090909
rnd 832: wh-err= 0.999993 th-err= 0.018847 test= nan train= 0.1090909
rnd 833: wh-err= 0.999993 th-err= 0.018847 test= nan train= 0.1090909
rnd 834: wh-err= 0.999993 th-err= 0.018847 test= nan train= 0.1090909
rnd 835: wh-err= 0.999990 th-err= 0.018846 test= nan train= 0.1090909
rnd 836: wh-err= 0.999992 th-err= 0.018846 test= nan train= 0.1090909
rnd 837: wh-err= 0.999995 th-err= 0.018846 test= nan train= 0.1090909
rnd 838: wh-err= 0.999984 th-err= 0.018846 test= nan train= 0.1090909
rnd 839: wh-err= 0.999986 th-err= 0.018846 test= nan train= 0.1090909
rnd 840: wh-err= 0.999990 th-err= 0.018845 test= nan train= 0.1090909
rnd 841: wh-err= 0.999987 th-err= 0.018845 test= nan train= 0.1090909
rnd 842: wh-err= 0.999994 th-err= 0.018845 test= nan train= 0.1090909
rnd 843: wh-err= 0.999990 th-err= 0.018845 test= nan train= 0.1090909
rnd 844: wh-err= 0.999995 th-err= 0.018845 test= nan train= 0.1090909
rnd 845: wh-err= 0.999990 th-err= 0.018845 test= nan train= 0.1090909
rnd 846: wh-err= 0.999984 th-err= 0.018844 test= nan train= 0.1090909
rnd 847: wh-err= 0.999990 th-err= 0.018844 test= nan train= 0.1090909
rnd 848: wh-err= 0.999947 th-err= 0.018843 test= nan train= 0.1090909
rnd 849: wh-err= 0.999953 th-err= 0.018842 test= nan train= 0.1090909
rnd 850: wh-err= 0.999949 th-err= 0.018841 test= nan train= 0.1090909
rnd 851: wh-err= 0.999967 th-err= 0.018841 test= nan train= 0.1090909
rnd 852: wh-err= 0.999993 th-err= 0.018840 test= nan train= 0.1090909
rnd 853: wh-err= 0.999989 th-err= 0.018840 test= nan train= 0.1090909
rnd 854: wh-err= 0.999987 th-err= 0.018840 test= nan train= 0.1090909
rnd 855: wh-err= 0.999994 th-err= 0.018840 test= nan train= 0.1090909
rnd 856: wh-err= 0.999994 th-err= 0.018840 test= nan train= 0.1090909
rnd 857: wh-err= 0.999992 th-err= 0.018840 test= nan train= 0.1090909
rnd 858: wh-err= 0.999995 th-err= 0.018839 test= nan train= 0.1090909
rnd 859: wh-err= 0.999994 th-err= 0.018839 test= nan train= 0.1090909
rnd 860: wh-err= 0.999991 th-err= 0.018839 test= nan train= 0.1090909
rnd 861: wh-err= 0.999994 th-err= 0.018839 test= nan train= 0.1090909
rnd 862: wh-err= 0.999994 th-err= 0.018839 test= nan train= 0.1090909
rnd 863: wh-err= 0.999992 th-err= 0.018839 test= nan train= 0.1090909
rnd 864: wh-err= 0.999992 th-err= 0.018839 test= nan train= 0.1090909
rnd 865: wh-err= 0.999995 th-err= 0.018839 test= nan train= 0.1090909
rnd 866: wh-err= 0.999991 th-err= 0.018838 test= nan train= 0.1090909
rnd 867: wh-err= 0.999993 th-err= 0.018838 test= nan train= 0.1090909
rnd 868: wh-err= 0.999995 th-err= 0.018838 test= nan train= 0.1090909
rnd 869: wh-err= 0.999995 th-err= 0.018838 test= nan train= 0.1090909
rnd 870: wh-err= 0.999991 th-err= 0.018838 test= nan train= 0.1090909
rnd 871: wh-err= 0.999985 th-err= 0.018838 test= nan train= 0.1090909
rnd 872: wh-err= 0.999991 th-err= 0.018837 test= nan train= 0.1090909
rnd 873: wh-err= 0.999992 th-err= 0.018837 test= nan train= 0.1090909
rnd 874: wh-err= 0.999993 th-err= 0.018837 test= nan train= 0.1090909
rnd 875: wh-err= 0.999972 th-err= 0.018837 test= nan train= 0.1090909
rnd 876: wh-err= 0.999974 th-err= 0.018836 test= nan train= 0.1090909
rnd 877: wh-err= 0.999985 th-err= 0.018836 test= nan train= 0.1090909
rnd 878: wh-err= 0.999991 th-err= 0.018836 test= nan train= 0.1090909
rnd 879: wh-err= 0.999947 th-err= 0.018835 test= nan train= 0.1090909
rnd 880: wh-err= 0.999979 th-err= 0.018834 test= nan train= 0.1090909
rnd 881: wh-err= 0.999993 th-err= 0.018834 test= nan train= 0.1090909
rnd 882: wh-err= 0.999966 th-err= 0.018834 test= nan train= 0.1090909
rnd 883: wh-err= 0.999975 th-err= 0.018833 test= nan train= 0.1090909
rnd 884: wh-err= 0.999990 th-err= 0.018833 test= nan train= 0.1090909
rnd 885: wh-err= 0.999994 th-err= 0.018833 test= nan train= 0.1090909
rnd 886: wh-err= 0.999996 th-err= 0.018833 test= nan train= 0.1090909
rnd 887: wh-err= 0.999995 th-err= 0.018833 test= nan train= 0.1090909
rnd 888: wh-err= 0.999994 th-err= 0.018833 test= nan train= 0.1090909
rnd 889: wh-err= 0.999995 th-err= 0.018832 test= nan train= 0.1090909
rnd 890: wh-err= 0.999993 th-err= 0.018832 test= nan train= 0.1090909
rnd 891: wh-err= 0.999995 th-err= 0.018832 test= nan train= 0.1090909
rnd 892: wh-err= 0.999992 th-err= 0.018832 test= nan train= 0.1090909
rnd 893: wh-err= 0.999994 th-err= 0.018832 test= nan train= 0.1090909
rnd 894: wh-err= 0.999992 th-err= 0.018832 test= nan train= 0.1090909
rnd 895: wh-err= 0.999993 th-err= 0.018832 test= nan train= 0.1090909
rnd 896: wh-err= 0.999966 th-err= 0.018831 test= nan train= 0.1090909
rnd 897: wh-err= 0.999981 th-err= 0.018831 test= nan train= 0.1090909
rnd 898: wh-err= 0.999996 th-err= 0.018831 test= nan train= 0.1090909
rnd 899: wh-err= 0.999996 th-err= 0.018830 test= nan train= 0.1090909
rnd 900: wh-err= 0.999995 th-err= 0.018830 test= nan train= 0.1090909
rnd 901: wh-err= 0.999993 th-err= 0.018830 test= nan train= 0.1090909
rnd 902: wh-err= 0.999995 th-err= 0.018830 test= nan train= 0.1090909
rnd 903: wh-err= 0.999992 th-err= 0.018830 test= nan train= 0.1090909
rnd 904: wh-err= 0.999987 th-err= 0.018830 test= nan train= 0.1090909
rnd 905: wh-err= 0.999991 th-err= 0.018830 test= nan train= 0.1090909
rnd 906: wh-err= 0.999994 th-err= 0.018829 test= nan train= 0.1090909
rnd 907: wh-err= 0.999971 th-err= 0.018829 test= nan train= 0.1090909
rnd 908: wh-err= 0.999955 th-err= 0.018828 test= nan train= 0.1090909
rnd 909: wh-err= 0.999971 th-err= 0.018828 test= nan train= 0.1090909
rnd 910: wh-err= 0.999950 th-err= 0.018827 test= nan train= 0.1090909
rnd 911: wh-err= 0.999982 th-err= 0.018826 test= nan train= 0.1090909
rnd 912: wh-err= 0.999995 th-err= 0.018826 test= nan train= 0.1090909
rnd 913: wh-err= 0.999995 th-err= 0.018826 test= nan train= 0.1090909
rnd 914: wh-err= 0.999996 th-err= 0.018826 test= nan train= 0.1090909
rnd 915: wh-err= 0.999992 th-err= 0.018826 test= nan train= 0.1090909
rnd 916: wh-err= 0.999992 th-err= 0.018826 test= nan train= 0.1090909
rnd 917: wh-err= 0.999993 th-err= 0.018826 test= nan train= 0.1090909
rnd 918: wh-err= 0.999993 th-err= 0.018825 test= nan train= 0.1090909
rnd 919: wh-err= 0.999971 th-err= 0.018825 test= nan train= 0.1090909
rnd 920: wh-err= 0.999978 th-err= 0.018824 test= nan train= 0.1090909
rnd 921: wh-err= 0.999991 th-err= 0.018824 test= nan train= 0.1090909
rnd 922: wh-err= 0.999987 th-err= 0.018824 test= nan train= 0.1090909
rnd 923: wh-err= 0.999992 th-err= 0.018824 test= nan train= 0.1090909
rnd 924: wh-err= 0.999995 th-err= 0.018824 test= nan train= 0.1090909
rnd 925: wh-err= 0.999995 th-err= 0.018824 test= nan train= 0.1090909
rnd 926: wh-err= 0.999995 th-err= 0.018824 test= nan train= 0.1090909
rnd 927: wh-err= 0.999995 th-err= 0.018824 test= nan train= 0.1090909
rnd 928: wh-err= 0.999994 th-err= 0.018823 test= nan train= 0.1090909
rnd 929: wh-err= 0.999987 th-err= 0.018823 test= nan train= 0.1090909
rnd 930: wh-err= 0.999990 th-err= 0.018823 test= nan train= 0.1090909
rnd 931: wh-err= 0.999992 th-err= 0.018823 test= nan train= 0.1090909
rnd 932: wh-err= 0.999993 th-err= 0.018823 test= nan train= 0.1090909
rnd 933: wh-err= 0.999995 th-err= 0.018823 test= nan train= 0.1090909
rnd 934: wh-err= 0.999993 th-err= 0.018822 test= nan train= 0.1090909
rnd 935: wh-err= 0.999996 th-err= 0.018822 test= nan train= 0.1090909
rnd 936: wh-err= 0.999995 th-err= 0.018822 test= nan train= 0.1090909
rnd 937: wh-err= 0.999995 th-err= 0.018822 test= nan train= 0.1090909
rnd 938: wh-err= 0.999993 th-err= 0.018822 test= nan train= 0.1090909
rnd 939: wh-err= 0.999994 th-err= 0.018822 test= nan train= 0.1090909
rnd 940: wh-err= 0.999994 th-err= 0.018822 test= nan train= 0.1090909
rnd 941: wh-err= 0.999996 th-err= 0.018822 test= nan train= 0.1090909
rnd 942: wh-err= 0.999995 th-err= 0.018822 test= nan train= 0.1090909
rnd 943: wh-err= 0.999970 th-err= 0.018821 test= nan train= 0.1090909
rnd 944: wh-err= 0.999986 th-err= 0.018821 test= nan train= 0.1090909
rnd 945: wh-err= 0.999992 th-err= 0.018821 test= nan train= 0.1090909
rnd 946: wh-err= 0.999995 th-err= 0.018821 test= nan train= 0.1090909
rnd 947: wh-err= 0.999993 th-err= 0.018820 test= nan train= 0.1090909
rnd 948: wh-err= 0.999996 th-err= 0.018820 test= nan train= 0.1090909
rnd 949: wh-err= 0.999993 th-err= 0.018820 test= nan train= 0.1090909
rnd 950: wh-err= 0.999996 th-err= 0.018820 test= nan train= 0.1090909
rnd 951: wh-err= 0.999995 th-err= 0.018820 test= nan train= 0.1090909
rnd 952: wh-err= 0.999973 th-err= 0.018820 test= nan train= 0.1090909
rnd 953: wh-err= 0.999959 th-err= 0.018819 test= nan train= 0.1090909
rnd 954: wh-err= 0.999975 th-err= 0.018818 test= nan train= 0.1090909
rnd 955: wh-err= 0.999954 th-err= 0.018817 test= nan train= 0.1090909
rnd 956: wh-err= 0.999983 th-err= 0.018817 test= nan train= 0.1090909
rnd 957: wh-err= 0.999996 th-err= 0.018817 test= nan train= 0.1090909
rnd 958: wh-err= 0.999994 th-err= 0.018817 test= nan train= 0.1090909
rnd 959: wh-err= 0.999992 th-err= 0.018817 test= nan train= 0.1090909
rnd 960: wh-err= 0.999994 th-err= 0.018817 test= nan train= 0.1090909
rnd 961: wh-err= 0.999973 th-err= 0.018816 test= nan train= 0.1090909
rnd 962: wh-err= 0.999980 th-err= 0.018816 test= nan train= 0.1090909
rnd 963: wh-err= 0.999987 th-err= 0.018816 test= nan train= 0.1090909
rnd 964: wh-err= 0.999995 th-err= 0.018815 test= nan train= 0.1090909
rnd 965: wh-err= 0.999995 th-err= 0.018815 test= nan train= 0.1090909
rnd 966: wh-err= 0.999993 th-err= 0.018815 test= nan train= 0.1090909
rnd 967: wh-err= 0.999996 th-err= 0.018815 test= nan train= 0.1090909
rnd 968: wh-err= 0.999996 th-err= 0.018815 test= nan train= 0.1090909
rnd 969: wh-err= 0.999997 th-err= 0.018815 test= nan train= 0.1090909
rnd 970: wh-err= 0.999988 th-err= 0.018815 test= nan train= 0.1090909
rnd 971: wh-err= 0.999994 th-err= 0.018815 test= nan train= 0.1090909
rnd 972: wh-err= 0.999994 th-err= 0.018815 test= nan train= 0.1090909
rnd 973: wh-err= 0.999993 th-err= 0.018814 test= nan train= 0.1090909
rnd 974: wh-err= 0.999996 th-err= 0.018814 test= nan train= 0.1090909
rnd 975: wh-err= 0.999993 th-err= 0.018814 test= nan train= 0.1090909
rnd 976: wh-err= 0.999994 th-err= 0.018814 test= nan train= 0.1090909
rnd 977: wh-err= 0.999996 th-err= 0.018814 test= nan train= 0.1090909
rnd 978: wh-err= 0.999993 th-err= 0.018814 test= nan train= 0.1090909
rnd 979: wh-err= 0.999995 th-err= 0.018814 test= nan train= 0.1090909
rnd 980: wh-err= 0.999994 th-err= 0.018814 test= nan train= 0.1090909
rnd 981: wh-err= 0.999994 th-err= 0.018814 test= nan train= 0.1090909
rnd 982: wh-err= 0.999996 th-err= 0.018814 test= nan train= 0.1090909
rnd 983: wh-err= 0.999993 th-err= 0.018813 test= nan train= 0.1090909
rnd 984: wh-err= 0.999997 th-err= 0.018813 test= nan train= 0.1090909
rnd 985: wh-err= 0.999996 th-err= 0.018813 test= nan train= 0.1090909
rnd 986: wh-err= 0.999996 th-err= 0.018813 test= nan train= 0.1090909
rnd 987: wh-err= 0.999991 th-err= 0.018813 test= nan train= 0.1090909
rnd 988: wh-err= 0.999996 th-err= 0.018813 test= nan train= 0.1090909
rnd 989: wh-err= 0.999991 th-err= 0.018813 test= nan train= 0.1090909
rnd 990: wh-err= 0.999996 th-err= 0.018813 test= nan train= 0.1090909
rnd 991: wh-err= 0.999994 th-err= 0.018813 test= nan train= 0.1090909
rnd 992: wh-err= 0.999995 th-err= 0.018813 test= nan train= 0.1090909
rnd 993: wh-err= 0.999994 th-err= 0.018812 test= nan train= 0.1090909
rnd 994: wh-err= 0.999990 th-err= 0.018812 test= nan train= 0.1090909
rnd 995: wh-err= 0.999993 th-err= 0.018812 test= nan train= 0.1090909
rnd 996: wh-err= 0.999961 th-err= 0.018811 test= nan train= 0.1090909
rnd 997: wh-err= 0.999967 th-err= 0.018811 test= nan train= 0.1090909
rnd 998: wh-err= 0.999980 th-err= 0.018810 test= nan train= 0.1090909
rnd 999: wh-err= 0.999991 th-err= 0.018810 test= nan train= 0.1090909
rnd 1000: wh-err= 0.999996 th-err= 0.018810 test= nan train= 0.1090909
=== END program1: ./run learn ../dataset2/train --- OK [1s]
===== MAIN: predict/evaluate on train data =====
=== START program3: ./run stripLabels ../dataset2/train ../program0/evalTrain.in
=== END program3: ./run stripLabels ../dataset2/train ../program0/evalTrain.in --- OK [0s]
=== START program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out
Copyright 2001 AT&T. All rights reserved.
Test error = 55.000000 / 55 = 1.000000
=== END program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out --- OK [1s]
=== START program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out
=== END program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out --- OK [0s]
===== MAIN: predict/evaluate on test data =====
=== START program3: ./run stripLabels ../dataset2/test ../program0/evalTest.in
=== END program3: ./run stripLabels ../dataset2/test ../program0/evalTest.in --- OK [0s]
=== START program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out
Copyright 2001 AT&T. All rights reserved.
Test error = 23.000000 / 23 = 1.000000
=== END program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out --- OK [0s]
=== START program4: ./run evaluate ../dataset2/test ../program0/evalTest.out
=== END program4: ./run evaluate ../dataset2/test ../program0/evalTest.out --- OK [0s]
real 0m2.459s
user 0m0.468s
sys 0m0.044s
Run specification
supervised-learning: Main entry for supervised learning for training and testing a program on a dataset.
(learner:Program) boostexter: Adaboost on single level decision trees. AT&T's closed-source implementation. See http://www.cs.princeton.edu/~schapire/boostexter.html.
When you generate a run, you can set a time limit for the run (no more than 24 hours). After that point, we will terminate the program.
Your program can use 1.5GB of memory. More information here.
Go to the page for the run and look at the log file for signs of the responsible error.
You can also download the run and run it locally on your machine (a README file should
be included in the download which provides more information).
We said that a run was simply a program/dataset pair, but that's not the full story.
A run actually includes other helper programs such as the evaluation program and
various programs for reductions (e.g., one-versus-all, hyperparameter tuning).
More formally, a run is a given by a run specification,
which can be found on the page for any run.
A run specification is a tree where each internal node represents a program
and its children represents the arguments to be passed into its constructor.
For example, the one-versus-all program takes your binary classification program
as a constructor argument and behaves like a multiclass classification program.
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