valid set +-------------+-------+--------+-------+-------------+----------+--------------+ | | pos | neg | amb | pos% | neg% | amb% | |-------------+-------+--------+-------+-------------+----------+--------------| | ENCSR000ANS | 1046 | 229969 | 12174 | 0.00430118 | 0.945639 | 0.0500598 | | ENCSR315NAC | 1221 | 229826 | 12142 | 0.00502079 | 0.945051 | 0.0499282 | | ENCSR847XGE | 2460 | 225136 | 15593 | 0.0101156 | 0.925766 | 0.0641189 | | ENCSR987GXT | 1813 | 227523 | 13853 | 0.00745511 | 0.935581 | 0.0569639 | | ENCSR254YRM | 677 | 231704 | 10808 | 0.00278384 | 0.952773 | 0.0444428 | | ENCSR785YRL | 596 | 223777 | 18816 | 0.00245077 | 0.920177 | 0.0773719 | | ENCSR000DTL | 1245 | 231111 | 10833 | 0.00511947 | 0.950335 | 0.0445456 | | ENCSR000DRP | 981 | 239444 | 2764 | 0.0040339 | 0.9846 | 0.0113656 | | ENCSR000DPM | 1013 | 229296 | 12880 | 0.00416548 | 0.942872 | 0.0529629 | | ENCSR000DMS | 1032 | 235100 | 7057 | 0.00424361 | 0.966738 | 0.0290186 | | ENCSR000DUU | 1014 | 233813 | 8362 | 0.0041696 | 0.961446 | 0.0343848 | | ENCSR303GFI | 1398 | 221897 | 19894 | 0.00574862 | 0.912447 | 0.0818047 | | ENCSR000DXI | 851 | 238102 | 4236 | 0.00349934 | 0.979082 | 0.0174186 | | ENCSR000DKV | 759 | 242430 | nan | 0.00312103 | 0.996879 | nan | | ENCSR000DPP | 908 | 232918 | 9363 | 0.00373372 | 0.957765 | 0.0385009 | | ENCSR000DMH | 367 | 240986 | 1836 | 0.00150911 | 0.990941 | 0.00754968 | | ENCSR000DXD | 1385 | 228233 | 13571 | 0.00569516 | 0.938501 | 0.0558043 | | ENCSR243INX | 1762 | 220655 | 20772 | 0.00724539 | 0.90734 | 0.085415 | | ENCSR000EFI | 782 | 231666 | 10741 | 0.00321561 | 0.952617 | 0.0441673 | | ENCSR560BUE | 1413 | 225465 | 16311 | 0.0058103 | 0.927118 | 0.0670713 | | ENCSR460LGH | 3431 | 225123 | 14635 | 0.0141084 | 0.925712 | 0.0601795 | | ENCSR000DRZ | 747 | 235338 | 7104 | 0.00307168 | 0.967716 | 0.0292118 | | ENCSR000BQE | 395 | 233119 | 9675 | 0.00162425 | 0.958592 | 0.0397839 | | ENCSR817HTJ | 2007 | 228004 | 13178 | 0.00825284 | 0.937559 | 0.0541883 | | ENCSR000BIE | 1072 | 228286 | 13831 | 0.00440809 | 0.938718 | 0.0568735 | | ENCSR072EUE | 1338 | 225534 | 16317 | 0.00550189 | 0.927402 | 0.067096 | | ENCSR252QYR | 1038 | 228053 | 14098 | 0.00426829 | 0.93776 | 0.0579714 | | ENCSR000DUS | 1066 | 231233 | 10890 | 0.00438342 | 0.950837 | 0.04478 | | ENCSR265ARE | 2543 | 225061 | 15585 | 0.0104569 | 0.925457 | 0.064086 | | ENCSR000AUE | 1561 | 223337 | 18291 | 0.00641888 | 0.918368 | 0.0752131 | | ENCSR000DMF | 762 | 236748 | 5679 | 0.00313337 | 0.973514 | 0.0233522 | | ENCSR261VAS | 898 | 228360 | 13931 | 0.0036926 | 0.939023 | 0.0572847 | | ENCSR000DTA | 1239 | 230982 | 10968 | 0.0050948 | 0.949804 | 0.0451007 | | ENCSR000DQY | 53 | 241617 | 1519 | 0.000217937 | 0.993536 | 0.00624617 | | ENCSR000AOA | 1090 | 229530 | 12569 | 0.00448211 | 0.943834 | 0.0516841 | | ENCSR000DTO | 1034 | 230457 | 11698 | 0.00425184 | 0.947646 | 0.0481025 | | ENCSR000DRE | 691 | 240258 | 2240 | 0.00284141 | 0.987948 | 0.00921094 | | ENCSR000DNI | 579 | 234472 | 8138 | 0.00238086 | 0.964155 | 0.0334637 | | ENCSR634OAQ | 1352 | 225076 | 16761 | 0.00555946 | 0.925519 | 0.0689217 | | ENCSR000DVH | 934 | 236300 | 5955 | 0.00384063 | 0.971672 | 0.0244871 | | ENCSR000DSZ | 1044 | 226808 | 15337 | 0.00429296 | 0.932641 | 0.0630662 | | ENCSR000DYD | 849 | 229336 | 13004 | 0.00349111 | 0.943036 | 0.0534728 | | ENCSR857PBV | 2422 | 226560 | 14207 | 0.00995933 | 0.931621 | 0.0584196 | | ENCSR000DNA | 771 | 232369 | 10049 | 0.00317037 | 0.955508 | 0.0413218 | | ENCSR000DLS | 747 | 242442 | nan | 0.00307168 | 0.996928 | nan | | ENCSR000DQI | 991 | 232418 | 9780 | 0.00407502 | 0.955709 | 0.0402156 | | ENCSR619IUE | 976 | 233468 | 8745 | 0.00401334 | 0.960027 | 0.0359597 | | ENCSR203QEB | 2800 | 213852 | 26537 | 0.0115137 | 0.879365 | 0.109121 | | ENCSR000APF | 1178 | 231285 | 10726 | 0.00484397 | 0.95105 | 0.0441056 | | ENCSR000DQW | 967 | 231924 | 10298 | 0.00397633 | 0.953678 | 0.0423457 | | ENCSR000DQN | 849 | 232922 | 9418 | 0.00349111 | 0.957782 | 0.0387271 | | ENCSR000BSE | 892 | 228215 | 14082 | 0.00366793 | 0.938426 | 0.0579056 | | ENCSR000DTR | 1019 | 229996 | 12174 | 0.00419016 | 0.94575 | 0.0500598 | | ENCSR000DWH | 1213 | 230990 | 10986 | 0.00498789 | 0.949837 | 0.0451747 | | ENCSR000DWY | 729 | 242094 | 366 | 0.00299767 | 0.995497 | 0.001505 | | ENCSR000DZN | 672 | 235582 | 6935 | 0.00276328 | 0.96872 | 0.0285169 | | ENCSR000BNH | 945 | 233791 | 8453 | 0.00388587 | 0.961355 | 0.034759 | | ENCSR000EGM | 959 | 233195 | 9035 | 0.00394343 | 0.958904 | 0.0371522 | | ENCSR812FNU | 1732 | 225384 | 16073 | 0.00712203 | 0.926785 | 0.0660926 | | ENCSR000DQD | 1166 | 231998 | 10025 | 0.00479462 | 0.953982 | 0.0412231 | | ENCSR000DLG | 424 | 233614 | 9151 | 0.0017435 | 0.960627 | 0.0376292 | | ENCSR822CEA | 1459 | 223668 | 18062 | 0.00599945 | 0.919729 | 0.0742715 | | ENCSR000DNC | 755 | 239179 | 3255 | 0.00310458 | 0.983511 | 0.0133847 | | ENCSR611JJS | 1560 | 226174 | 15455 | 0.00641476 | 0.930034 | 0.0635514 | | ENCSR125DKL | 2065 | 223676 | 17448 | 0.00849134 | 0.919762 | 0.0717467 | | ENCSR000DXQ | 854 | 237217 | 5118 | 0.00351167 | 0.975443 | 0.0210454 | | ENCSR000DUB | 653 | 239275 | 3261 | 0.00268515 | 0.983906 | 0.0134093 | | ENCSR000DSU | 869 | 231322 | 10998 | 0.00357335 | 0.951203 | 0.0452241 | | ENCSR000DMO | 964 | 236236 | 5989 | 0.003964 | 0.971409 | 0.0246269 | | ENCSR756ZKG | 1393 | 227299 | 14497 | 0.00572806 | 0.93466 | 0.0596121 | | ENCSR000DUX | 879 | 229827 | 12483 | 0.00361447 | 0.945055 | 0.0513304 | | ENCSR000DTW | 953 | 237284 | 4952 | 0.00391876 | 0.975718 | 0.0203628 | | ENCSR036EGV | 1961 | 225822 | 15406 | 0.00806369 | 0.928586 | 0.0633499 | | ENCSR000DKR | 493 | 233771 | 8925 | 0.00202723 | 0.961273 | 0.0366999 | | ENCSR000DKZ | 502 | 234088 | 8599 | 0.00206424 | 0.962576 | 0.0353593 | | ENCSR000DVQ | 1005 | 230687 | 11497 | 0.00413259 | 0.948591 | 0.047276 | | ENCSR000DUP | 295 | 239982 | 2912 | 0.00121305 | 0.986813 | 0.0119742 | | ENCSR000DTI | 1105 | 226291 | 15793 | 0.00454379 | 0.930515 | 0.0649413 | | ENCSR000DXW | 1014 | 234468 | 7707 | 0.0041696 | 0.964139 | 0.0316914 | | ENCSR000DLW | 714 | 242475 | nan | 0.00293599 | 0.997064 | nan | | ENCSR000DMR | 1440 | 234189 | 7560 | 0.00592132 | 0.962992 | 0.0310869 | | ENCSR000DWE | 803 | 241878 | 508 | 0.00330196 | 0.994609 | 0.00208891 | | ENCSR000DMA | 864 | 242325 | nan | 0.00355279 | 0.996447 | nan | | ENCSR000DRU | 765 | 234799 | 7625 | 0.0031457 | 0.9655 | 0.0313542 | | ENCSR000DVA | 856 | 230636 | 11697 | 0.0035199 | 0.948382 | 0.0480984 | | ENCSR125NBL | 1625 | 226625 | 14939 | 0.00668205 | 0.931888 | 0.0614296 | | ENCSR000BPJ | 802 | 234245 | 8142 | 0.00329785 | 0.963222 | 0.0334801 | | ENCSR027HML | 2405 | 222559 | 18225 | 0.00988943 | 0.915169 | 0.0749417 | | ENCSR000DPS | 764 | 230781 | 11644 | 0.00314159 | 0.948978 | 0.0478805 | | ENCSR000DPG | 771 | 236551 | 5867 | 0.00317037 | 0.972704 | 0.0241253 | | ENCSR196HOM | 3482 | 222445 | 17262 | 0.0143181 | 0.9147 | 0.0709818 | | ENCSR541AMF | 1828 | 225363 | 15998 | 0.00751679 | 0.926699 | 0.0657842 | | ENCSR000DUH | 745 | 241994 | 450 | 0.00306346 | 0.995086 | 0.00185041 | | ENCSR000DKN | 887 | 234424 | 7878 | 0.00364737 | 0.963958 | 0.0323946 | | ENCSR673WZL | 1005 | 228762 | 13422 | 0.00413259 | 0.940676 | 0.0551916 | | ENCSR000AUV | 1337 | 222897 | 18955 | 0.00549778 | 0.916559 | 0.0779435 | | ENCSR000DMY | 668 | 233736 | 8785 | 0.00274683 | 0.961129 | 0.0361242 | | ENCSR430YRJ | 1431 | 219911 | 21847 | 0.00588431 | 0.90428 | 0.0898355 | | ENCSR084RDK | 1603 | 223345 | 18241 | 0.00659158 | 0.918401 | 0.0750075 | | ENCSR000DPV | 931 | 230953 | 11305 | 0.0038283 | 0.949685 | 0.0464865 | | ENCSR000DUM | 991 | 226036 | 16162 | 0.00407502 | 0.929466 | 0.0664586 | | ENCSR000DYB | 716 | 228582 | 13891 | 0.00294421 | 0.939936 | 0.0571202 | | ENCSR000DWQ | 1040 | 227978 | 14171 | 0.00427651 | 0.937452 | 0.0582716 | | ENCSR000AHD | 1035 | 231905 | 10249 | 0.00425595 | 0.9536 | 0.0421442 | | ENCSR932ZMX | 1381 | 234879 | 6929 | 0.00567871 | 0.965829 | 0.0284922 | | ENCSR240PRQ | 1502 | 225818 | 15869 | 0.00617627 | 0.92857 | 0.0652538 | | ENCSR000AKB | 987 | 230477 | 11725 | 0.00405857 | 0.947728 | 0.0482135 | | ENCSR000EIC | 965 | 231392 | 10832 | 0.00396811 | 0.95149 | 0.0445415 | | ENCSR000AKO | 1333 | 241856 | nan | 0.00548133 | 0.994519 | nan | | ENCSR000BLX | 708 | 236727 | 5754 | 0.00291132 | 0.973428 | 0.0236606 | | ENCSR000DML | 814 | 242046 | 329 | 0.00334719 | 0.9953 | 0.00135286 | | ENCSR000APM | 960 | 231452 | 10777 | 0.00394755 | 0.951737 | 0.0443153 | | ENCSR856JJB | 3538 | 221775 | 17876 | 0.0145484 | 0.911945 | 0.0735066 | | ENCSR000BNO | 456 | 235920 | 6813 | 0.00187508 | 0.97011 | 0.0280152 | | ENCSR402IDP | 1148 | 223502 | 18539 | 0.00472061 | 0.919047 | 0.0762329 | | ENCSR000DKP | 510 | 234699 | 7980 | 0.00209713 | 0.965089 | 0.032814 | | ENCSR066BZZ | 2395 | 226151 | 14643 | 0.00984831 | 0.929939 | 0.0602124 | | ENCSR000DVI | 1019 | 231747 | 10423 | 0.00419016 | 0.95295 | 0.0428597 | | ENCSR000AOO | 727 | 231693 | 10769 | 0.00298944 | 0.952728 | 0.0442824 | | ENCSR000ANO | 881 | 233685 | 8623 | 0.0036227 | 0.960919 | 0.035458 | | ENCSR000DPF | 1050 | 233037 | 9102 | 0.00431763 | 0.958255 | 0.0374277 | | ENCSR000DRB | 904 | 238856 | 3429 | 0.00371727 | 0.982183 | 0.0141001 | | ENCSR000DLB | 737 | 234164 | 8288 | 0.00303056 | 0.962889 | 0.0340805 | | ENCSR000DMV | 959 | 242230 | nan | 0.00394343 | 0.996057 | nan | | ENCSR000DPY | 784 | 235569 | 6836 | 0.00322383 | 0.968666 | 0.0281098 | | ENCSR000DRR | 739 | 236214 | 6236 | 0.00303879 | 0.971319 | 0.0256426 | | ENCSR359LOD | 1896 | 224723 | 16570 | 0.00779641 | 0.924067 | 0.0681363 | | ENCSR000ATN | 1034 | 227763 | 14392 | 0.00425184 | 0.936568 | 0.0591803 | | ENCSR000DND | 506 | 241185 | 1498 | 0.00208069 | 0.991759 | 0.00615982 | +-------------+-------+--------+-------+-------------+----------+--------------+ test set +-------------+-------+--------+-------+-------------+----------+--------------+ | | pos | neg | amb | pos% | neg% | amb% | |-------------+-------+--------+-------+-------------+----------+--------------| | ENCSR000ANS | 1265 | 235967 | 12008 | 0.00507543 | 0.946746 | 0.0481785 | | ENCSR315NAC | 1882 | 225546 | 21812 | 0.00755095 | 0.904935 | 0.087514 | | ENCSR847XGE | 3732 | 219284 | 26224 | 0.0149735 | 0.879811 | 0.105216 | | ENCSR987GXT | 2138 | 232069 | 15033 | 0.00857808 | 0.931107 | 0.0603154 | | ENCSR254YRM | 869 | 237324 | 11047 | 0.0034866 | 0.952191 | 0.0443227 | | ENCSR785YRL | 999 | 229400 | 18841 | 0.00400818 | 0.920398 | 0.0755938 | | ENCSR000DTL | 1495 | 236619 | 11126 | 0.00599823 | 0.949362 | 0.0446397 | | ENCSR000DRP | 1257 | 244920 | 3063 | 0.00504333 | 0.982667 | 0.0122894 | | ENCSR000DPM | 1251 | 235721 | 12268 | 0.00501926 | 0.945759 | 0.0492216 | | ENCSR000DMS | 1190 | 241529 | 6521 | 0.00477451 | 0.969062 | 0.0261635 | | ENCSR000DUU | 1222 | 240366 | 7652 | 0.0049029 | 0.964396 | 0.0307013 | | ENCSR303GFI | 1778 | 231633 | 15829 | 0.00713369 | 0.929357 | 0.0635091 | | ENCSR000DXI | 1061 | 243290 | 4889 | 0.00425694 | 0.976127 | 0.0196156 | | ENCSR000DKV | 930 | 248310 | nan | 0.00373134 | 0.996269 | nan | | ENCSR000DPP | 1127 | 238923 | 9190 | 0.00452175 | 0.958606 | 0.0368721 | | ENCSR000DMH | 511 | 246666 | 2063 | 0.00205023 | 0.989673 | 0.00827716 | | ENCSR000DXD | 1665 | 234526 | 13049 | 0.00668031 | 0.940965 | 0.0523552 | | ENCSR243INX | 2030 | 227148 | 20062 | 0.00814476 | 0.911363 | 0.0804927 | | ENCSR000EFI | 981 | 237882 | 10377 | 0.00393597 | 0.954429 | 0.0416346 | | ENCSR560BUE | 1595 | 233082 | 14563 | 0.00639945 | 0.935171 | 0.0584296 | | ENCSR460LGH | 4308 | 221950 | 22982 | 0.0172845 | 0.890507 | 0.0922083 | | ENCSR000DRZ | 924 | 241186 | 7130 | 0.00370727 | 0.967686 | 0.028607 | | ENCSR000BQE | 501 | 238778 | 9961 | 0.00201011 | 0.958024 | 0.0399655 | | ENCSR817HTJ | 2449 | 232866 | 13925 | 0.00982587 | 0.934304 | 0.0558698 | | ENCSR000BIE | 1124 | 240581 | 7535 | 0.00450971 | 0.965258 | 0.0302319 | | ENCSR072EUE | 1627 | 232370 | 15243 | 0.00652784 | 0.932314 | 0.0611579 | | ENCSR252QYR | 1264 | 234576 | 13400 | 0.00507142 | 0.941165 | 0.0537634 | | ENCSR000DUS | 1314 | 237040 | 10886 | 0.00527203 | 0.951051 | 0.0436768 | | ENCSR265ARE | 3088 | 231578 | 14574 | 0.0123897 | 0.929137 | 0.0584738 | | ENCSR000AUE | 1694 | 233912 | 13634 | 0.00679666 | 0.938501 | 0.0547023 | | ENCSR000DMF | 994 | 239902 | 8344 | 0.00398812 | 0.962534 | 0.0334778 | | ENCSR261VAS | 1143 | 234720 | 13377 | 0.00458594 | 0.941743 | 0.0536712 | | ENCSR000DTA | 1507 | 236521 | 11212 | 0.00604638 | 0.948969 | 0.0449848 | | ENCSR000DQY | 86 | 247575 | 1579 | 0.000345049 | 0.99332 | 0.00633526 | | ENCSR000AOA | 1539 | 229277 | 18424 | 0.00617477 | 0.919905 | 0.0739207 | | ENCSR000DTO | 1306 | 236521 | 11413 | 0.00523993 | 0.948969 | 0.0457912 | | ENCSR000DRE | 857 | 245928 | 2455 | 0.00343845 | 0.986712 | 0.00984994 | | ENCSR000DNI | 764 | 240079 | 8397 | 0.00306532 | 0.963244 | 0.0336904 | | ENCSR634OAQ | 1961 | 227068 | 20211 | 0.00786792 | 0.911042 | 0.0810905 | | ENCSR000DVH | 1087 | 242237 | 5916 | 0.00436126 | 0.971903 | 0.0237362 | | ENCSR000DSZ | 1252 | 233084 | 14904 | 0.00502327 | 0.935179 | 0.0597978 | | ENCSR000DYD | 950 | 239900 | 8390 | 0.00381159 | 0.962526 | 0.0336623 | | ENCSR857PBV | 3750 | 220816 | 24674 | 0.0150457 | 0.885957 | 0.098997 | | ENCSR000DNA | 840 | 240793 | 7607 | 0.00337025 | 0.966109 | 0.0305208 | | ENCSR000DLS | 727 | 248513 | nan | 0.00291687 | 0.997083 | nan | | ENCSR000DQI | 1253 | 238834 | 9153 | 0.00502728 | 0.958249 | 0.0367236 | | ENCSR619IUE | 1156 | 238666 | 9418 | 0.0046381 | 0.957575 | 0.0377869 | | ENCSR203QEB | 3277 | 223027 | 22936 | 0.013148 | 0.894828 | 0.0920238 | | ENCSR000APF | 1478 | 237343 | 10419 | 0.00593003 | 0.952267 | 0.0418031 | | ENCSR000DQW | 1150 | 237836 | 10254 | 0.00461403 | 0.954245 | 0.0411411 | | ENCSR000DQN | 908 | 241278 | 7054 | 0.00364307 | 0.968055 | 0.028302 | | ENCSR000BSE | 1069 | 234150 | 14021 | 0.00428904 | 0.939456 | 0.056255 | | ENCSR000DTR | 1275 | 235885 | 12080 | 0.00511555 | 0.946417 | 0.0484673 | | ENCSR000DWH | 1404 | 237887 | 9949 | 0.00563312 | 0.95445 | 0.0399173 | | ENCSR000DWY | 961 | 247828 | 451 | 0.00385572 | 0.994335 | 0.0018095 | | ENCSR000DZN | 870 | 241641 | 6729 | 0.00349061 | 0.969511 | 0.0269981 | | ENCSR000BNH | 1164 | 238882 | 9194 | 0.0046702 | 0.958442 | 0.0368881 | | ENCSR000EGM | 1386 | 234466 | 13388 | 0.00556091 | 0.940724 | 0.0537153 | | ENCSR812FNU | 2276 | 229919 | 17045 | 0.00913176 | 0.92248 | 0.0683879 | | ENCSR000DQD | 1393 | 236764 | 11083 | 0.00558899 | 0.949944 | 0.0444672 | | ENCSR000DLG | 558 | 239820 | 8862 | 0.00223881 | 0.962205 | 0.0355561 | | ENCSR822CEA | 1823 | 229109 | 18308 | 0.00731424 | 0.91923 | 0.0734553 | | ENCSR000DNC | 973 | 244248 | 4019 | 0.00390387 | 0.979971 | 0.016125 | | ENCSR611JJS | 1965 | 231516 | 15759 | 0.00788397 | 0.928888 | 0.0632282 | | ENCSR125DKL | 2574 | 230488 | 16178 | 0.0103274 | 0.924763 | 0.0649093 | | ENCSR000DXQ | 999 | 243225 | 5016 | 0.00400818 | 0.975867 | 0.0201252 | | ENCSR000DUB | 955 | 242926 | 5359 | 0.00383165 | 0.974667 | 0.0215014 | | ENCSR000DSU | 1069 | 237671 | 10500 | 0.00428904 | 0.953583 | 0.0421281 | | ENCSR000DMO | 1188 | 241594 | 6458 | 0.00476649 | 0.969323 | 0.0259108 | | ENCSR756ZKG | 1707 | 233382 | 14151 | 0.00684882 | 0.936375 | 0.0567766 | | ENCSR000DUX | 1112 | 236356 | 11772 | 0.00446156 | 0.948307 | 0.0472316 | | ENCSR000DTW | 1186 | 242081 | 5973 | 0.00475847 | 0.971277 | 0.0239649 | | ENCSR036EGV | 2446 | 230693 | 16101 | 0.00981383 | 0.925586 | 0.0646004 | | ENCSR000DKR | 643 | 237906 | 10691 | 0.00257984 | 0.954526 | 0.0428944 | | ENCSR000DKZ | 642 | 239377 | 9221 | 0.00257583 | 0.960428 | 0.0369965 | | ENCSR000DVQ | 1253 | 237305 | 10682 | 0.00502728 | 0.952114 | 0.0428583 | | ENCSR000DUP | 458 | 245849 | 2933 | 0.00183759 | 0.986395 | 0.0117678 | | ENCSR000DTI | 1426 | 233019 | 14795 | 0.00572139 | 0.934918 | 0.0593605 | | ENCSR000DXW | 1328 | 238669 | 9243 | 0.0053282 | 0.957587 | 0.0370847 | | ENCSR000DLW | 828 | 248412 | nan | 0.0033221 | 0.996678 | nan | | ENCSR000DMR | 1619 | 240315 | 7306 | 0.00649575 | 0.964191 | 0.0293131 | | ENCSR000DWE | 1190 | 247253 | 797 | 0.00477451 | 0.992028 | 0.00319772 | | ENCSR000DMA | 1174 | 248066 | nan | 0.00471032 | 0.99529 | nan | | ENCSR000DRU | 914 | 240944 | 7382 | 0.00366715 | 0.966715 | 0.029618 | | ENCSR000DVA | 1032 | 237440 | 10768 | 0.00414059 | 0.952656 | 0.0432033 | | ENCSR125NBL | 1997 | 232705 | 14538 | 0.00801236 | 0.933658 | 0.0583293 | | ENCSR000BPJ | 1228 | 236479 | 11533 | 0.00492698 | 0.9488 | 0.0462727 | | ENCSR027HML | 2892 | 229791 | 16557 | 0.0116033 | 0.921967 | 0.0664299 | | ENCSR000DPS | 972 | 237279 | 10989 | 0.00389986 | 0.95201 | 0.04409 | | ENCSR000DPG | 975 | 241899 | 6366 | 0.00391189 | 0.970546 | 0.0255416 | | ENCSR196HOM | 4236 | 226922 | 18082 | 0.0169957 | 0.910456 | 0.0725485 | | ENCSR541AMF | 2280 | 232044 | 14916 | 0.00914781 | 0.931006 | 0.0598459 | | ENCSR000DUH | 954 | 247746 | 540 | 0.00382764 | 0.994006 | 0.00216659 | | ENCSR000DKN | 1035 | 238904 | 9301 | 0.00415262 | 0.95853 | 0.0373174 | | ENCSR673WZL | 1550 | 224308 | 23382 | 0.00621891 | 0.899968 | 0.0938132 | | ENCSR000AUV | 1793 | 230018 | 17429 | 0.00719387 | 0.922878 | 0.0699286 | | ENCSR000DMY | 874 | 237995 | 10371 | 0.00350666 | 0.954883 | 0.0416105 | | ENCSR430YRJ | 2082 | 220241 | 26917 | 0.00835339 | 0.88365 | 0.107996 | | ENCSR084RDK | 1967 | 228814 | 18459 | 0.00789199 | 0.918047 | 0.0740611 | | ENCSR000DPV | 1170 | 237608 | 10462 | 0.00469427 | 0.95333 | 0.0419756 | | ENCSR000DUM | 1246 | 232571 | 15423 | 0.0049992 | 0.933121 | 0.0618801 | | ENCSR000DYB | 920 | 234709 | 13611 | 0.00369122 | 0.941699 | 0.05461 | | ENCSR000DWQ | 1309 | 234352 | 13579 | 0.00525197 | 0.940266 | 0.0544816 | | ENCSR000AHD | 1130 | 239127 | 8983 | 0.00453378 | 0.959425 | 0.0360416 | | ENCSR932ZMX | 1644 | 240181 | 7415 | 0.00659605 | 0.963654 | 0.0297504 | | ENCSR240PRQ | 1887 | 232324 | 15029 | 0.00757102 | 0.93213 | 0.0602993 | | ENCSR000AKB | 1204 | 236156 | 11880 | 0.00483069 | 0.947504 | 0.0476649 | | ENCSR000EIC | 1140 | 237685 | 10415 | 0.0045739 | 0.953639 | 0.041787 | | ENCSR000AKO | 1998 | 247242 | nan | 0.00801637 | 0.991984 | nan | | ENCSR000BLX | 809 | 243050 | 5381 | 0.00324587 | 0.975165 | 0.0215896 | | ENCSR000DML | 1043 | 247675 | 522 | 0.00418472 | 0.993721 | 0.00209437 | | ENCSR000APM | 1185 | 237988 | 10067 | 0.00475445 | 0.954855 | 0.0403908 | | ENCSR856JJB | 4047 | 229538 | 15655 | 0.0162374 | 0.920952 | 0.0628109 | | ENCSR000BNO | 701 | 237791 | 10748 | 0.00281255 | 0.954064 | 0.0431231 | | ENCSR402IDP | 1545 | 228316 | 19379 | 0.00619884 | 0.916049 | 0.0777524 | | ENCSR000DKP | 683 | 238311 | 10246 | 0.00274033 | 0.956151 | 0.041109 | | ENCSR066BZZ | 2867 | 231559 | 14814 | 0.011503 | 0.92906 | 0.0594367 | | ENCSR000DVI | 1230 | 237619 | 10391 | 0.004935 | 0.953374 | 0.0416907 | | ENCSR000AOO | 942 | 238121 | 10177 | 0.00377949 | 0.955388 | 0.0408321 | | ENCSR000ANO | 1091 | 239057 | 9092 | 0.00437731 | 0.959144 | 0.0364789 | | ENCSR000DPF | 1165 | 241265 | 6810 | 0.00467421 | 0.968003 | 0.0273231 | | ENCSR000DRB | 1159 | 244362 | 3719 | 0.00465014 | 0.980429 | 0.0149214 | | ENCSR000DLB | 931 | 240170 | 8139 | 0.00373536 | 0.963609 | 0.0326553 | | ENCSR000DMV | 1064 | 248176 | nan | 0.00426898 | 0.995731 | nan | | ENCSR000DPY | 967 | 241697 | 6576 | 0.00387979 | 0.969736 | 0.0263842 | | ENCSR000DRR | 907 | 241682 | 6651 | 0.00363906 | 0.969676 | 0.0266851 | | ENCSR359LOD | 2404 | 229335 | 17501 | 0.00964532 | 0.920137 | 0.0702175 | | ENCSR000ATN | 1432 | 233525 | 14283 | 0.00574547 | 0.936948 | 0.0573062 | | ENCSR000DND | 668 | 246834 | 1738 | 0.00268015 | 0.990347 | 0.0069732 | +-------------+-------+--------+-------+-------------+----------+--------------+ train set +-------------+------------------+-------------+------------------+------------+----------+-------------+ | | pos | neg | amb | pos% | neg% | amb% | |-------------+------------------+-------------+------------------+------------+----------+-------------| | ENCSR000ANS | 551172 | 4.89472e+06 | 1.00454e+06 | 0.0854472 | 0.75882 | 0.155732 | | ENCSR315NAC | 786923 | 4.45812e+06 | 1.20539e+06 | 0.121995 | 0.691135 | 0.186869 | | ENCSR847XGE | 1.4639e+06 | 3.76395e+06 | 1.22258e+06 | 0.226946 | 0.583519 | 0.189535 | | ENCSR987GXT | 927160 | 4.27557e+06 | 1.24771e+06 | 0.143736 | 0.662834 | 0.19343 | | ENCSR254YRM | 368195 | 5.43837e+06 | 643873 | 0.0570806 | 0.843101 | 0.0998185 | | ENCSR785YRL | 362631 | 5.2448e+06 | 843008 | 0.0562181 | 0.813092 | 0.13069 | | ENCSR000DTL | 633060 | 5.02836e+06 | 789020 | 0.0981422 | 0.779537 | 0.12232 | | ENCSR000DRP | 549475 | 5.55176e+06 | 349197 | 0.0851842 | 0.86068 | 0.0541354 | | ENCSR000DPM | 530336 | 5.11735e+06 | 802754 | 0.0822171 | 0.793333 | 0.12445 | | ENCSR000DMS | 528068 | 5.38149e+06 | 540878 | 0.0818655 | 0.834283 | 0.0838514 | | ENCSR000DUU | 536072 | 5.2624e+06 | 651970 | 0.0831063 | 0.81582 | 0.101074 | | ENCSR303GFI | 843369 | 4.59298e+06 | 1.01409e+06 | 0.130746 | 0.712041 | 0.157213 | | ENCSR000DXI | 462386 | 5.36367e+06 | 624382 | 0.0716829 | 0.83152 | 0.0967969 | | ENCSR000DKV | 417580 | 6.03286e+06 | nan | 0.0647367 | 0.935263 | nan | | ENCSR000DPP | 490748 | 5.34842e+06 | 611274 | 0.0760798 | 0.829155 | 0.0947647 | | ENCSR000DMH | 215622 | 5.90059e+06 | 334225 | 0.0334275 | 0.914758 | 0.0518143 | | ENCSR000DXD | 701950 | 4.88142e+06 | 867072 | 0.108822 | 0.756757 | 0.134421 | | ENCSR243INX | 873583 | 4.34337e+06 | 1.23348e+06 | 0.13543 | 0.673345 | 0.191225 | | ENCSR000EFI | 423616 | 5.36697e+06 | 659848 | 0.0656724 | 0.832032 | 0.102295 | | ENCSR560BUE | 728982 | 4.28072e+06 | 1.44073e+06 | 0.113013 | 0.663633 | 0.223354 | | ENCSR460LGH | 1.73296e+06 | 3.82774e+06 | 889738 | 0.268658 | 0.593408 | 0.137935 | | ENCSR000DRZ | 413749 | 5.42361e+06 | 613076 | 0.0641428 | 0.840813 | 0.0950441 | | ENCSR000BQE | 217627 | 5.7781e+06 | 454715 | 0.0337383 | 0.895768 | 0.0704937 | | ENCSR817HTJ | 1.04742e+06 | 4.45860e+06 | 944411 | 0.16238 | 0.69121 | 0.14641 | | ENCSR000BIE | 488619 | 5.34043e+06 | 621391 | 0.0757498 | 0.827917 | 0.0963332 | | ENCSR072EUE | 746585 | 4.3692e+06 | 1.33465e+06 | 0.115742 | 0.67735 | 0.206909 | | ENCSR252QYR | 564876 | 4.91682e+06 | 968739 | 0.0875717 | 0.762246 | 0.150182 | | ENCSR000DUS | 554602 | 5.0396e+06 | 856233 | 0.085979 | 0.781281 | 0.13274 | | ENCSR265ARE | 1.40585e+06 | 3.89795e+06 | 1.14664e+06 | 0.217946 | 0.604292 | 0.177762 | | ENCSR000AUE | 795773 | 4.22357e+06 | 1.4311e+06 | 0.123367 | 0.654772 | 0.22186 | | ENCSR000DMF | 443166 | 5.47182e+06 | 535446 | 0.0687033 | 0.848287 | 0.0830093 | | ENCSR261VAS | 506825 | 5.09963e+06 | 843986 | 0.0785722 | 0.790586 | 0.130842 | | ENCSR000DTA | 648118 | 4.99724e+06 | 805080 | 0.100477 | 0.774713 | 0.12481 | | ENCSR000DQY | 28829 | 6.09349e+06 | 328119 | 0.00446931 | 0.944663 | 0.0508677 | | ENCSR000AOA | 643406 | 4.53413e+06 | 1.2729e+06 | 0.0997461 | 0.702919 | 0.197335 | | ENCSR000DTO | 560268 | 5.18652e+06 | 703650 | 0.0868574 | 0.804057 | 0.109086 | | ENCSR000DRE | 386250 | 5.72192e+06 | 342262 | 0.0598797 | 0.88706 | 0.0530603 | | ENCSR000DNI | 326982 | 5.53094e+06 | 592511 | 0.0506914 | 0.857453 | 0.0918559 | | ENCSR634OAQ | 771283 | 4.3926e+06 | 1.28655e+06 | 0.119571 | 0.680977 | 0.199452 | | ENCSR000DVH | 489655 | 5.24026e+06 | 720517 | 0.0759104 | 0.812389 | 0.1117 | | ENCSR000DSZ | 555142 | 4.80425e+06 | 1.09104e+06 | 0.0860627 | 0.744794 | 0.169143 | | ENCSR000DYD | 443871 | 5.34705e+06 | 659519 | 0.0688125 | 0.828943 | 0.102244 | | ENCSR857PBV | 1.46803e+06 | 3.80098e+06 | 1.18143e+06 | 0.227586 | 0.589259 | 0.183155 | | ENCSR000DNA | 386806 | 5.30535e+06 | 758281 | 0.0599659 | 0.822479 | 0.117555 | | ENCSR000DLS | 340267 | 6.11017e+06 | nan | 0.052751 | 0.947249 | nan | | ENCSR000DQI | 520946 | 5.16198e+06 | 767515 | 0.0807613 | 0.800252 | 0.118987 | | ENCSR619IUE | 514467 | 5.26394e+06 | 672033 | 0.0797569 | 0.816059 | 0.104184 | | ENCSR203QEB | 1.35596e+06 | 4.03717e+06 | 1.05731e+06 | 0.210212 | 0.625875 | 0.163913 | | ENCSR000APF | 632143 | 4.64056e+06 | 1.17774e+06 | 0.098 | 0.719417 | 0.182583 | | ENCSR000DQW | 518790 | 5.16586e+06 | 765790 | 0.0804271 | 0.800854 | 0.118719 | | ENCSR000DQN | 441408 | 5.41397e+06 | 595063 | 0.0684307 | 0.839318 | 0.0922516 | | ENCSR000BSE | 459139 | 5.174e+06 | 817300 | 0.0711795 | 0.802116 | 0.126705 | | ENCSR000DTR | 545612 | 5.09458e+06 | 810241 | 0.0845853 | 0.789804 | 0.12561 | | ENCSR000DWH | 641949 | 5.09919e+06 | 709301 | 0.0995202 | 0.790518 | 0.109962 | | ENCSR000DWY | 409815 | 5.89748e+06 | 143142 | 0.0635329 | 0.914276 | 0.0221911 | | ENCSR000DZN | 384029 | 5.39932e+06 | 667083 | 0.0595353 | 0.837048 | 0.103417 | | ENCSR000BNH | 497709 | 5.26139e+06 | 691341 | 0.077159 | 0.815664 | 0.107177 | | ENCSR000EGM | 520967 | 5.28655e+06 | 642922 | 0.0807646 | 0.819564 | 0.0996711 | | ENCSR812FNU | 957267 | 4.45162e+06 | 1.04155e+06 | 0.148403 | 0.690128 | 0.161469 | | ENCSR000DQD | 640058 | 4.97088e+06 | 839496 | 0.0992271 | 0.770627 | 0.130146 | | ENCSR000DLG | 242772 | 5.6839e+06 | 523764 | 0.0376365 | 0.881165 | 0.0811982 | | ENCSR822CEA | 803759 | 4.29611e+06 | 1.35056e+06 | 0.124605 | 0.666019 | 0.209376 | | ENCSR000DNC | 398994 | 5.47651e+06 | 574937 | 0.0618553 | 0.849013 | 0.0891315 | | ENCSR611JJS | 833479 | 4.39411e+06 | 1.22284e+06 | 0.129213 | 0.681212 | 0.189576 | | ENCSR125DKL | 1.09803e+06 | 4.22219e+06 | 1.13022e+06 | 0.170225 | 0.654559 | 0.175216 | | ENCSR000DXQ | 442864 | 5.40021e+06 | 607367 | 0.0686564 | 0.837185 | 0.094159 | | ENCSR000DUB | 407966 | 5.45814e+06 | 584326 | 0.0632463 | 0.846167 | 0.090587 | | ENCSR000DSU | 477332 | 5.27527e+06 | 697837 | 0.0739999 | 0.817816 | 0.108184 | | ENCSR000DMO | 491246 | 5.35063e+06 | 608558 | 0.076157 | 0.829499 | 0.0943437 | | ENCSR756ZKG | 760057 | 4.57911e+06 | 1.11127e+06 | 0.11783 | 0.709892 | 0.172278 | | ENCSR000DUX | 476381 | 5.08863e+06 | 885424 | 0.0738525 | 0.788882 | 0.137266 | | ENCSR000DTW | 523085 | 5.20802e+06 | 719337 | 0.081093 | 0.807389 | 0.111518 | | ENCSR036EGV | 1.00669e+06 | 4.48125e+06 | 962496 | 0.156065 | 0.694721 | 0.149214 | | ENCSR000DKR | 277141 | 5.51489e+06 | 658410 | 0.0429647 | 0.854963 | 0.102072 | | ENCSR000DKZ | 271095 | 5.6815e+06 | 497847 | 0.0420274 | 0.880792 | 0.0771804 | | ENCSR000DVQ | 548749 | 5.13782e+06 | 763873 | 0.0850716 | 0.796507 | 0.118422 | | ENCSR000DUP | 169690 | 5.84071e+06 | 440039 | 0.0263067 | 0.905475 | 0.0682185 | | ENCSR000DTI | 604572 | 4.83533e+06 | 1.01054e+06 | 0.0937257 | 0.749612 | 0.156662 | | ENCSR000DXW | 517151 | 5.27668e+06 | 656611 | 0.080173 | 0.818034 | 0.101793 | | ENCSR000DLW | 370872 | 6.07956e+06 | nan | 0.0574956 | 0.942504 | nan | | ENCSR000DMR | 709357 | 5.11985e+06 | 621228 | 0.10997 | 0.793722 | 0.0963079 | | ENCSR000DWE | 458756 | 5.77828e+06 | 213403 | 0.0711201 | 0.895796 | 0.0330835 | | ENCSR000DMA | 461891 | 5.98855e+06 | nan | 0.0716062 | 0.928394 | nan | | ENCSR000DRU | 407216 | 5.4146e+06 | 628621 | 0.06313 | 0.839416 | 0.097454 | | ENCSR000DVA | 460092 | 5.34439e+06 | 645956 | 0.0713273 | 0.828531 | 0.100141 | | ENCSR125NBL | 877009 | 4.40865e+06 | 1.16478e+06 | 0.135961 | 0.683466 | 0.180573 | | ENCSR000BPJ | 458219 | 5.32798e+06 | 664240 | 0.0710369 | 0.825987 | 0.102976 | | ENCSR027HML | 1.22043e+06 | 4.16449e+06 | 1.06552e+06 | 0.189201 | 0.645614 | 0.165185 | | ENCSR000DPS | 411596 | 5.2253e+06 | 813544 | 0.063809 | 0.810069 | 0.126122 | | ENCSR000DPG | 404019 | 5.43553e+06 | 610886 | 0.0626344 | 0.842661 | 0.0947046 | | ENCSR196HOM | 1.73641e+06 | 3.48416e+06 | 1.22986e+06 | 0.269193 | 0.540144 | 0.190663 | | ENCSR541AMF | 1.02369e+06 | 4.31908e+06 | 1.10766e+06 | 0.158701 | 0.66958 | 0.171719 | | ENCSR000DUH | 414155 | 5.83575e+06 | 200534 | 0.0642057 | 0.904706 | 0.0310884 | | ENCSR000DKN | 473597 | 5.19948e+06 | 777362 | 0.0734209 | 0.806066 | 0.120513 | | ENCSR673WZL | 645589 | 4.66066e+06 | 1.14418e+06 | 0.100085 | 0.722535 | 0.177381 | | ENCSR000AUV | 748114 | 4.68593e+06 | 1.0164e+06 | 0.115979 | 0.726451 | 0.15757 | | ENCSR000DMY | 373569 | 5.55971e+06 | 517155 | 0.0579138 | 0.861913 | 0.0801736 | | ENCSR430YRJ | 752403 | 4.36982e+06 | 1.32821e+06 | 0.116644 | 0.677446 | 0.20591 | | ENCSR084RDK | 867959 | 4.14276e+06 | 1.43972e+06 | 0.134558 | 0.642245 | 0.223197 | | ENCSR000DPV | 483825 | 5.33695e+06 | 629665 | 0.0750065 | 0.827378 | 0.0976159 | | ENCSR000DUM | 547292 | 4.94615e+06 | 956994 | 0.0848457 | 0.766793 | 0.148361 | | ENCSR000DYB | 389571 | 5.28043e+06 | 780432 | 0.0603945 | 0.818616 | 0.120989 | | ENCSR000DWQ | 545780 | 5.09347e+06 | 811188 | 0.0846113 | 0.789632 | 0.125757 | | ENCSR000AHD | 532392 | 5.26037e+06 | 657671 | 0.0825358 | 0.815507 | 0.101958 | | ENCSR932ZMX | 659869 | 5.20958e+06 | 580991 | 0.102298 | 0.807632 | 0.09007 | | ENCSR240PRQ | 802035 | 4.48599e+06 | 1.16241e+06 | 0.124338 | 0.695455 | 0.180207 | | ENCSR000AKB | 536623 | 5.08464e+06 | 829178 | 0.0831917 | 0.788262 | 0.128546 | | ENCSR000EIC | 497440 | 5.24576e+06 | 707240 | 0.0771173 | 0.813241 | 0.109642 | | ENCSR000AKO | 749856 | 5.70058e+06 | nan | 0.116249 | 0.883751 | nan | | ENCSR000BLX | 365412 | 5.60904e+06 | 475986 | 0.0566492 | 0.86956 | 0.0737913 | | ENCSR000DML | 439314 | 5.85117e+06 | 159950 | 0.0681061 | 0.907097 | 0.0247968 | | ENCSR000APM | 508460 | 5.16766e+06 | 774316 | 0.0788257 | 0.801133 | 0.120041 | | ENCSR856JJB | 1.82389e+06 | 3.33837e+06 | 1.28818e+06 | 0.282755 | 0.517541 | 0.199704 | | ENCSR000BNO | 302320 | 5.5053e+06 | 642821 | 0.0468681 | 0.853476 | 0.0996554 | | ENCSR402IDP | 621419 | 4.81592e+06 | 1.0131e+06 | 0.0963375 | 0.746603 | 0.157059 | | ENCSR000DKP | 294588 | 5.6043e+06 | 551548 | 0.0456695 | 0.868825 | 0.0855055 | | ENCSR066BZZ | 1.25431e+06 | 4.0128e+06 | 1.18333e+06 | 0.194453 | 0.622098 | 0.183449 | | ENCSR000DVI | 541327 | 5.23446e+06 | 674654 | 0.083921 | 0.811489 | 0.10459 | | ENCSR000AOO | 411900 | 5.25403e+06 | 784509 | 0.0638561 | 0.814523 | 0.121621 | | ENCSR000ANO | 472394 | 5.1404e+06 | 837642 | 0.0732344 | 0.796907 | 0.129858 | | ENCSR000DPF | 547684 | 5.06974e+06 | 833011 | 0.0849065 | 0.785953 | 0.12914 | | ENCSR000DRB | 499641 | 5.57726e+06 | 373537 | 0.0774585 | 0.864633 | 0.0579088 | | ENCSR000DLB | 394996 | 5.49296e+06 | 562486 | 0.0612355 | 0.851563 | 0.0872012 | | ENCSR000DMV | 466567 | 5.98387e+06 | nan | 0.0723311 | 0.927669 | nan | | ENCSR000DPY | 407558 | 5.50161e+06 | 541265 | 0.063183 | 0.852906 | 0.0839114 | | ENCSR000DRR | 407398 | 5.3994e+06 | 643642 | 0.0631582 | 0.837059 | 0.0997827 | | ENCSR359LOD | 966955 | 4.21076e+06 | 1.27272e+06 | 0.149905 | 0.652787 | 0.197307 | | ENCSR000ATN | 585568 | 4.93710e+06 | 927764 | 0.0907796 | 0.765391 | 0.14383 | | ENCSR000DND | 280204 | 5.8173e+06 | 352929 | 0.0434395 | 0.901846 | 0.054714 | +-------------+------------------+-------------+------------------+------------+----------+-------------+ task 0 ENCSR000ANS ------- Confusion matrix: Predicted False True __all__ Actual False 229705 264 229969 True 410 636 1046 __all__ 230115 900 231015 Accuracy Score : 0.9970824405341644 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 229969 1.0 0.71 0.61 0.65 1046 avg / total 1.00 1.00 1.00 231015 task 1 ENCSR315NAC ------- Confusion matrix: Predicted False True __all__ Actual False 229395 431 229826 True 280 941 1221 __all__ 229675 1372 231047 Accuracy Score : 0.9969227040385722 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 229826 1.0 0.69 0.77 0.73 1221 avg / total 1.00 1.00 1.00 231047 task 2 ENCSR847XGE ------- Confusion matrix: Predicted False True __all__ Actual False 223770 1366 225136 True 524 1936 2460 __all__ 224294 3302 227596 Accuracy Score : 0.9916958118771859 Report : precision recall f1-score support 0.0 1.00 0.99 1.00 225136 1.0 0.59 0.79 0.67 2460 avg / total 0.99 0.99 0.99 227596 task 3 ENCSR987GXT ------- Confusion matrix: Predicted False True __all__ Actual False 226627 896 227523 True 509 1304 1813 __all__ 227136 2200 229336 Accuracy Score : 0.9938736177486308 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 227523 1.0 0.59 0.72 0.65 1813 avg / total 0.99 0.99 0.99 229336 task 4 ENCSR254YRM ------- Confusion matrix: Predicted False True __all__ Actual False 231598 106 231704 True 272 405 677 __all__ 231870 511 232381 Accuracy Score : 0.9983733609890654 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 231704 1.0 0.79 0.60 0.68 677 avg / total 1.00 1.00 1.00 232381 task 5 ENCSR785YRL ------- Confusion matrix: Predicted False True __all__ Actual False 223465 312 223777 True 298 298 596 __all__ 223763 610 224373 Accuracy Score : 0.9972813128139304 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 223777 1.0 0.49 0.50 0.49 596 avg / total 1.00 1.00 1.00 224373 task 6 ENCSR000DTL ------- Confusion matrix: Predicted False True __all__ Actual False 230626 485 231111 True 474 771 1245 __all__ 231100 1256 232356 Accuracy Score : 0.9958727125617587 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 231111 1.0 0.61 0.62 0.62 1245 avg / total 1.00 1.00 1.00 232356 task 7 ENCSR000DRP ------- Confusion matrix: Predicted False True __all__ Actual False 239179 265 239444 True 371 610 981 __all__ 239550 875 240425 Accuracy Score : 0.9973546844130187 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 239444 1.0 0.70 0.62 0.66 981 avg / total 1.00 1.00 1.00 240425 task 8 ENCSR000DPM ------- Confusion matrix: Predicted False True __all__ Actual False 229051 245 229296 True 411 602 1013 __all__ 229462 847 230309 Accuracy Score : 0.9971516527795267 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 229296 1.0 0.71 0.59 0.65 1013 avg / total 1.00 1.00 1.00 230309 task 9 ENCSR000DMS ------- Confusion matrix: Predicted False True __all__ Actual False 234743 357 235100 True 329 703 1032 __all__ 235072 1060 236132 Accuracy Score : 0.9970948452560432 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 235100 1.0 0.66 0.68 0.67 1032 avg / total 1.00 1.00 1.00 236132 task 10 ENCSR000DUU ------- Confusion matrix: Predicted False True __all__ Actual False 233488 325 233813 True 334 680 1014 __all__ 233822 1005 234827 Accuracy Score : 0.9971936787507399 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 233813 1.0 0.68 0.67 0.67 1014 avg / total 1.00 1.00 1.00 234827 task 11 ENCSR303GFI ------- Confusion matrix: Predicted False True __all__ Actual False 221518 379 221897 True 459 939 1398 __all__ 221977 1318 223295 Accuracy Score : 0.9962471170424775 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 221897 1.0 0.71 0.67 0.69 1398 avg / total 1.00 1.00 1.00 223295 task 12 ENCSR000DXI ------- Confusion matrix: Predicted False True __all__ Actual False 237918 184 238102 True 302 549 851 __all__ 238220 733 238953 Accuracy Score : 0.9979661272300411 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 238102 1.0 0.75 0.65 0.69 851 avg / total 1.00 1.00 1.00 238953 task 13 ENCSR000DKV ------- Confusion matrix: Predicted False True __all__ Actual False 242288 142 242430 True 291 468 759 __all__ 242579 610 243189 Accuracy Score : 0.9982194918355682 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 242430 1.0 0.77 0.62 0.68 759 avg / total 1.00 1.00 1.00 243189 task 14 ENCSR000DPP ------- Confusion matrix: Predicted False True __all__ Actual False 232717 201 232918 True 332 576 908 __all__ 233049 777 233826 Accuracy Score : 0.9977205272296494 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 232918 1.0 0.74 0.63 0.68 908 avg / total 1.00 1.00 1.00 233826 task 15 ENCSR000DMH ------- Confusion matrix: Predicted False True __all__ Actual False 240914 72 240986 True 95 272 367 __all__ 241009 344 241353 Accuracy Score : 0.9993080674364935 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 240986 1.0 0.79 0.74 0.77 367 avg / total 1.00 1.00 1.00 241353 task 16 ENCSR000DXD ------- Confusion matrix: Predicted False True __all__ Actual False 227750 483 228233 True 505 880 1385 __all__ 228255 1363 229618 Accuracy Score : 0.9956972014389116 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 228233 1.0 0.65 0.64 0.64 1385 avg / total 1.00 1.00 1.00 229618 task 17 ENCSR243INX ------- Confusion matrix: Predicted False True __all__ Actual False 220289 366 220655 True 688 1074 1762 __all__ 220977 1440 222417 Accuracy Score : 0.9952611535988706 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 220655 1.0 0.75 0.61 0.67 1762 avg / total 0.99 1.00 1.00 222417 task 18 ENCSR000EFI ------- Confusion matrix: Predicted False True __all__ Actual False 231519 147 231666 True 282 500 782 __all__ 231801 647 232448 Accuracy Score : 0.9981544259361234 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 231666 1.0 0.77 0.64 0.70 782 avg / total 1.00 1.00 1.00 232448 task 19 ENCSR560BUE ------- Confusion matrix: Predicted False True __all__ Actual False 224974 491 225465 True 453 960 1413 __all__ 225427 1451 226878 Accuracy Score : 0.995839173476494 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 225465 1.0 0.66 0.68 0.67 1413 avg / total 1.00 1.00 1.00 226878 task 20 ENCSR460LGH ------- Confusion matrix: Predicted False True __all__ Actual False 222900 2223 225123 True 694 2737 3431 __all__ 223594 4960 228554 Accuracy Score : 0.9872371518328272 Report : precision recall f1-score support 0.0 1.00 0.99 0.99 225123 1.0 0.55 0.80 0.65 3431 avg / total 0.99 0.99 0.99 228554 task 21 ENCSR000DRZ ------- Confusion matrix: Predicted False True __all__ Actual False 235172 166 235338 True 240 507 747 __all__ 235412 673 236085 Accuracy Score : 0.9982802804074804 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 235338 1.0 0.75 0.68 0.71 747 avg / total 1.00 1.00 1.00 236085 task 22 ENCSR000BQE ------- Confusion matrix: Predicted False True __all__ Actual False 233036 83 233119 True 110 285 395 __all__ 233146 368 233514 Accuracy Score : 0.9991734970922515 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 233119 1.0 0.77 0.72 0.75 395 avg / total 1.00 1.00 1.00 233514 task 23 ENCSR817HTJ ------- Confusion matrix: Predicted False True __all__ Actual False 227177 827 228004 True 661 1346 2007 __all__ 227838 2173 230011 Accuracy Score : 0.9935307441818 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 228004 1.0 0.62 0.67 0.64 2007 avg / total 0.99 0.99 0.99 230011 task 24 ENCSR000BIE ------- Confusion matrix: Predicted False True __all__ Actual False 228069 217 228286 True 381 691 1072 __all__ 228450 908 229358 Accuracy Score : 0.9973927222944043 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 228286 1.0 0.76 0.64 0.70 1072 avg / total 1.00 1.00 1.00 229358 task 25 ENCSR072EUE ------- Confusion matrix: Predicted False True __all__ Actual False 225122 412 225534 True 416 922 1338 __all__ 225538 1334 226872 Accuracy Score : 0.9963503649635036 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 225534 1.0 0.69 0.69 0.69 1338 avg / total 1.00 1.00 1.00 226872 task 26 ENCSR252QYR ------- Confusion matrix: Predicted False True __all__ Actual False 227814 239 228053 True 378 660 1038 __all__ 228192 899 229091 Accuracy Score : 0.9973067471004972 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 228053 1.0 0.73 0.64 0.68 1038 avg / total 1.00 1.00 1.00 229091 task 27 ENCSR000DUS ------- Confusion matrix: Predicted False True __all__ Actual False 230964 269 231233 True 400 666 1066 __all__ 231364 935 232299 Accuracy Score : 0.9971200909173091 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 231233 1.0 0.71 0.62 0.67 1066 avg / total 1.00 1.00 1.00 232299 task 28 ENCSR265ARE ------- Confusion matrix: Predicted False True __all__ Actual False 224073 988 225061 True 695 1848 2543 __all__ 224768 2836 227604 Accuracy Score : 0.9926055781093478 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 225061 1.0 0.65 0.73 0.69 2543 avg / total 0.99 0.99 0.99 227604 task 29 ENCSR000AUE ------- Confusion matrix: Predicted False True __all__ Actual False 222945 392 223337 True 527 1034 1561 __all__ 223472 1426 224898 Accuracy Score : 0.9959137031009613 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 223337 1.0 0.73 0.66 0.69 1561 avg / total 1.00 1.00 1.00 224898 task 30 ENCSR000DMF ------- Confusion matrix: Predicted False True __all__ Actual False 236532 216 236748 True 230 532 762 __all__ 236762 748 237510 Accuracy Score : 0.9981221843290808 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 236748 1.0 0.71 0.70 0.70 762 avg / total 1.00 1.00 1.00 237510 task 31 ENCSR261VAS ------- Confusion matrix: Predicted False True __all__ Actual False 228170 190 228360 True 255 643 898 __all__ 228425 833 229258 Accuracy Score : 0.9980589554126792 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 228360 1.0 0.77 0.72 0.74 898 avg / total 1.00 1.00 1.00 229258 task 32 ENCSR000DTA ------- Confusion matrix: Predicted False True __all__ Actual False 230366 616 230982 True 418 821 1239 __all__ 230784 1437 232221 Accuracy Score : 0.9955473449860263 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 230982 1.0 0.57 0.66 0.61 1239 avg / total 1.00 1.00 1.00 232221 task 33 ENCSR000DQY ------- Confusion matrix: Predicted False True __all__ Actual False 241600 17 241617 True 27 26 53 __all__ 241627 43 241670 Accuracy Score : 0.9998179335457442 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 241617 1.0 0.60 0.49 0.54 53 avg / total 1.00 1.00 1.00 241670 task 34 ENCSR000AOA ------- Confusion matrix: Predicted False True __all__ Actual False 229135 395 229530 True 339 751 1090 __all__ 229474 1146 230620 Accuracy Score : 0.9968172751712774 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 229530 1.0 0.66 0.69 0.67 1090 avg / total 1.00 1.00 1.00 230620 task 35 ENCSR000DTO ------- Confusion matrix: Predicted False True __all__ Actual False 230130 327 230457 True 322 712 1034 __all__ 230452 1039 231491 Accuracy Score : 0.9971964352825812 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 230457 1.0 0.69 0.69 0.69 1034 avg / total 1.00 1.00 1.00 231491 task 36 ENCSR000DRE ------- Confusion matrix: Predicted False True __all__ Actual False 240108 150 240258 True 236 455 691 __all__ 240344 605 240949 Accuracy Score : 0.9983980012367762 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 240258 1.0 0.75 0.66 0.70 691 avg / total 1.00 1.00 1.00 240949 task 37 ENCSR000DNI ------- Confusion matrix: Predicted False True __all__ Actual False 234345 127 234472 True 209 370 579 __all__ 234554 497 235051 Accuracy Score : 0.9985705229928824 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 234472 1.0 0.74 0.64 0.69 579 avg / total 1.00 1.00 1.00 235051 task 38 ENCSR634OAQ ------- Confusion matrix: Predicted False True __all__ Actual False 224738 338 225076 True 395 957 1352 __all__ 225133 1295 226428 Accuracy Score : 0.9967627678555656 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 225076 1.0 0.74 0.71 0.72 1352 avg / total 1.00 1.00 1.00 226428 task 39 ENCSR000DVH ------- Confusion matrix: Predicted False True __all__ Actual False 236082 218 236300 True 313 621 934 __all__ 236395 839 237234 Accuracy Score : 0.9977617036343863 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 236300 1.0 0.74 0.66 0.70 934 avg / total 1.00 1.00 1.00 237234 task 40 ENCSR000DSZ ------- Confusion matrix: Predicted False True __all__ Actual False 226486 322 226808 True 360 684 1044 __all__ 226846 1006 227852 Accuracy Score : 0.9970068289942594 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 226808 1.0 0.68 0.66 0.67 1044 avg / total 1.00 1.00 1.00 227852 task 41 ENCSR000DYD ------- Confusion matrix: Predicted False True __all__ Actual False 229161 175 229336 True 307 542 849 __all__ 229468 717 230185 Accuracy Score : 0.9979060321046115 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 229336 1.0 0.76 0.64 0.69 849 avg / total 1.00 1.00 1.00 230185 task 42 ENCSR857PBV ------- Confusion matrix: Predicted False True __all__ Actual False 225124 1436 226560 True 520 1902 2422 __all__ 225644 3338 228982 Accuracy Score : 0.9914578438479881 Report : precision recall f1-score support 0.0 1.00 0.99 1.00 226560 1.0 0.57 0.79 0.66 2422 avg / total 0.99 0.99 0.99 228982 task 43 ENCSR000DNA ------- Confusion matrix: Predicted False True __all__ Actual False 232166 203 232369 True 253 518 771 __all__ 232419 721 233140 Accuracy Score : 0.9980440936776186 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 232369 1.0 0.72 0.67 0.69 771 avg / total 1.00 1.00 1.00 233140 task 44 ENCSR000DLS ------- Confusion matrix: Predicted False True __all__ Actual False 242335 107 242442 True 326 421 747 __all__ 242661 528 243189 Accuracy Score : 0.9982194918355682 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 242442 1.0 0.80 0.56 0.66 747 avg / total 1.00 1.00 1.00 243189 task 45 ENCSR000DQI ------- Confusion matrix: Predicted False True __all__ Actual False 232174 244 232418 True 382 609 991 __all__ 232556 853 233409 Accuracy Score : 0.9973180125873466 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 232418 1.0 0.71 0.61 0.66 991 avg / total 1.00 1.00 1.00 233409 task 46 ENCSR619IUE ------- Confusion matrix: Predicted False True __all__ Actual False 233210 258 233468 True 257 719 976 __all__ 233467 977 234444 Accuracy Score : 0.9978033133712102 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 233468 1.0 0.74 0.74 0.74 976 avg / total 1.00 1.00 1.00 234444 task 47 ENCSR203QEB ------- Confusion matrix: Predicted False True __all__ Actual False 212967 885 213852 True 738 2062 2800 __all__ 213705 2947 216652 Accuracy Score : 0.9925087236674482 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 213852 1.0 0.70 0.74 0.72 2800 avg / total 0.99 0.99 0.99 216652 task 48 ENCSR000APF ------- Confusion matrix: Predicted False True __all__ Actual False 230963 322 231285 True 374 804 1178 __all__ 231337 1126 232463 Accuracy Score : 0.9970059751444316 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 231285 1.0 0.71 0.68 0.70 1178 avg / total 1.00 1.00 1.00 232463 task 49 ENCSR000DQW ------- Confusion matrix: Predicted False True __all__ Actual False 231715 209 231924 True 333 634 967 __all__ 232048 843 232891 Accuracy Score : 0.9976727310200909 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 231924 1.0 0.75 0.66 0.70 967 avg / total 1.00 1.00 1.00 232891 task 50 ENCSR000DQN ------- Confusion matrix: Predicted False True __all__ Actual False 232737 185 232922 True 293 556 849 __all__ 233030 741 233771 Accuracy Score : 0.9979552639121191 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 232922 1.0 0.75 0.65 0.70 849 avg / total 1.00 1.00 1.00 233771 task 51 ENCSR000BSE ------- Confusion matrix: Predicted False True __all__ Actual False 228070 145 228215 True 337 555 892 __all__ 228407 700 229107 Accuracy Score : 0.9978961795143754 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 228215 1.0 0.79 0.62 0.70 892 avg / total 1.00 1.00 1.00 229107 task 52 ENCSR000DTR ------- Confusion matrix: Predicted False True __all__ Actual False 229709 287 229996 True 402 617 1019 __all__ 230111 904 231015 Accuracy Score : 0.9970175096855183 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 229996 1.0 0.68 0.61 0.64 1019 avg / total 1.00 1.00 1.00 231015 task 53 ENCSR000DWH ------- Confusion matrix: Predicted False True __all__ Actual False 230495 495 230990 True 390 823 1213 __all__ 230885 1318 232203 Accuracy Score : 0.99618867973282 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 230990 1.0 0.62 0.68 0.65 1213 avg / total 1.00 1.00 1.00 232203 task 54 ENCSR000DWY ------- Confusion matrix: Predicted False True __all__ Actual False 241948 146 242094 True 335 394 729 __all__ 242283 540 242823 Accuracy Score : 0.9980191332781491 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 242094 1.0 0.73 0.54 0.62 729 avg / total 1.00 1.00 1.00 242823 task 55 ENCSR000DZN ------- Confusion matrix: Predicted False True __all__ Actual False 235438 144 235582 True 200 472 672 __all__ 235638 616 236254 Accuracy Score : 0.9985439399967831 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 235582 1.0 0.77 0.70 0.73 672 avg / total 1.00 1.00 1.00 236254 task 56 ENCSR000BNH ------- Confusion matrix: Predicted False True __all__ Actual False 233480 311 233791 True 263 682 945 __all__ 233743 993 234736 Accuracy Score : 0.9975546997478018 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 233791 1.0 0.69 0.72 0.70 945 avg / total 1.00 1.00 1.00 234736 task 57 ENCSR000EGM ------- Confusion matrix: Predicted False True __all__ Actual False 232916 279 233195 True 340 619 959 __all__ 233256 898 234154 Accuracy Score : 0.9973564406330876 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 233195 1.0 0.69 0.65 0.67 959 avg / total 1.00 1.00 1.00 234154 task 58 ENCSR812FNU ------- Confusion matrix: Predicted False True __all__ Actual False 224819 565 225384 True 544 1188 1732 __all__ 225363 1753 227116 Accuracy Score : 0.9951170327057539 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 225384 1.0 0.68 0.69 0.68 1732 avg / total 1.00 1.00 1.00 227116 task 59 ENCSR000DQD ------- Confusion matrix: Predicted False True __all__ Actual False 231596 402 231998 True 416 750 1166 __all__ 232012 1152 233164 Accuracy Score : 0.9964917397196823 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 231998 1.0 0.65 0.64 0.65 1166 avg / total 1.00 1.00 1.00 233164 task 60 ENCSR000DLG ------- Confusion matrix: Predicted False True __all__ Actual False 233529 85 233614 True 118 306 424 __all__ 233647 391 234038 Accuracy Score : 0.9991326194891428 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 233614 1.0 0.78 0.72 0.75 424 avg / total 1.00 1.00 1.00 234038 task 61 ENCSR822CEA ------- Confusion matrix: Predicted False True __all__ Actual False 223157 511 223668 True 437 1022 1459 __all__ 223594 1533 225127 Accuracy Score : 0.995789043517659 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 223668 1.0 0.67 0.70 0.68 1459 avg / total 1.00 1.00 1.00 225127 task 62 ENCSR000DNC ------- Confusion matrix: Predicted False True __all__ Actual False 238944 235 239179 True 296 459 755 __all__ 239240 694 239934 Accuracy Score : 0.9977868913951337 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 239179 1.0 0.66 0.61 0.63 755 avg / total 1.00 1.00 1.00 239934 task 63 ENCSR611JJS ------- Confusion matrix: Predicted False True __all__ Actual False 225715 459 226174 True 484 1076 1560 __all__ 226199 1535 227734 Accuracy Score : 0.9958592041592385 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 226174 1.0 0.70 0.69 0.70 1560 avg / total 1.00 1.00 1.00 227734 task 64 ENCSR125DKL ------- Confusion matrix: Predicted False True __all__ Actual False 223081 595 223676 True 812 1253 2065 __all__ 223893 1848 225741 Accuracy Score : 0.9937671933764801 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 223676 1.0 0.68 0.61 0.64 2065 avg / total 0.99 0.99 0.99 225741 task 65 ENCSR000DXQ ------- Confusion matrix: Predicted False True __all__ Actual False 237002 215 237217 True 278 576 854 __all__ 237280 791 238071 Accuracy Score : 0.9979291891914597 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 237217 1.0 0.73 0.67 0.70 854 avg / total 1.00 1.00 1.00 238071 task 66 ENCSR000DUB ------- Confusion matrix: Predicted False True __all__ Actual False 239080 195 239275 True 162 491 653 __all__ 239242 686 239928 Accuracy Score : 0.9985120536160849 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 239275 1.0 0.72 0.75 0.73 653 avg / total 1.00 1.00 1.00 239928 task 67 ENCSR000DSU ------- Confusion matrix: Predicted False True __all__ Actual False 231084 238 231322 True 262 607 869 __all__ 231346 845 232191 Accuracy Score : 0.9978466004280958 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 231322 1.0 0.72 0.70 0.71 869 avg / total 1.00 1.00 1.00 232191 task 68 ENCSR000DMO ------- Confusion matrix: Predicted False True __all__ Actual False 235791 445 236236 True 355 609 964 __all__ 236146 1054 237200 Accuracy Score : 0.9966273187183811 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 236236 1.0 0.58 0.63 0.60 964 avg / total 1.00 1.00 1.00 237200 task 69 ENCSR756ZKG ------- Confusion matrix: Predicted False True __all__ Actual False 226924 375 227299 True 458 935 1393 __all__ 227382 1310 228692 Accuracy Score : 0.996357546394277 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 227299 1.0 0.71 0.67 0.69 1393 avg / total 1.00 1.00 1.00 228692 task 70 ENCSR000DUX ------- Confusion matrix: Predicted False True __all__ Actual False 229564 263 229827 True 264 615 879 __all__ 229828 878 230706 Accuracy Score : 0.9977157074371711 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 229827 1.0 0.70 0.70 0.70 879 avg / total 1.00 1.00 1.00 230706 task 71 ENCSR000DTW ------- Confusion matrix: Predicted False True __all__ Actual False 236885 399 237284 True 224 729 953 __all__ 237109 1128 238237 Accuracy Score : 0.9973849569966042 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 237284 1.0 0.65 0.76 0.70 953 avg / total 1.00 1.00 1.00 238237 task 72 ENCSR036EGV ------- Confusion matrix: Predicted False True __all__ Actual False 225216 606 225822 True 765 1196 1961 __all__ 225981 1802 227783 Accuracy Score : 0.9939811136037369 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 225822 1.0 0.66 0.61 0.64 1961 avg / total 0.99 0.99 0.99 227783 task 73 ENCSR000DKR ------- Confusion matrix: Predicted False True __all__ Actual False 233688 83 233771 True 148 345 493 __all__ 233836 428 234264 Accuracy Score : 0.9990139329986681 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 233771 1.0 0.81 0.70 0.75 493 avg / total 1.00 1.00 1.00 234264 task 74 ENCSR000DKZ ------- Confusion matrix: Predicted False True __all__ Actual False 234000 88 234088 True 183 319 502 __all__ 234183 407 234590 Accuracy Score : 0.9988447930431817 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 234088 1.0 0.78 0.64 0.70 502 avg / total 1.00 1.00 1.00 234590 task 75 ENCSR000DVQ ------- Confusion matrix: Predicted False True __all__ Actual False 230404 283 230687 True 368 637 1005 __all__ 230772 920 231692 Accuracy Score : 0.9971902353123975 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 230687 1.0 0.69 0.63 0.66 1005 avg / total 1.00 1.00 1.00 231692 task 76 ENCSR000DUP ------- Confusion matrix: Predicted False True __all__ Actual False 239928 54 239982 True 66 229 295 __all__ 239994 283 240277 Accuracy Score : 0.9995005764180508 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 239982 1.0 0.81 0.78 0.79 295 avg / total 1.00 1.00 1.00 240277 task 77 ENCSR000DTI ------- Confusion matrix: Predicted False True __all__ Actual False 225967 324 226291 True 388 717 1105 __all__ 226355 1041 227396 Accuracy Score : 0.9968688983095569 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 226291 1.0 0.69 0.65 0.67 1105 avg / total 1.00 1.00 1.00 227396 task 78 ENCSR000DXW ------- Confusion matrix: Predicted False True __all__ Actual False 234117 351 234468 True 319 695 1014 __all__ 234436 1046 235482 Accuracy Score : 0.9971547719146262 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 234468 1.0 0.66 0.69 0.67 1014 avg / total 1.00 1.00 1.00 235482 task 79 ENCSR000DLW ------- Confusion matrix: Predicted False True __all__ Actual False 242349 126 242475 True 264 450 714 __all__ 242613 576 243189 Accuracy Score : 0.9983963090435833 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 242475 1.0 0.78 0.63 0.70 714 avg / total 1.00 1.00 1.00 243189 task 80 ENCSR000DMR ------- Confusion matrix: Predicted False True __all__ Actual False 233456 733 234189 True 449 991 1440 __all__ 233905 1724 235629 Accuracy Score : 0.9949836395350318 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 234189 1.0 0.57 0.69 0.63 1440 avg / total 1.00 0.99 1.00 235629 task 81 ENCSR000DWE ------- Confusion matrix: Predicted False True __all__ Actual False 241691 187 241878 True 273 530 803 __all__ 241964 717 242681 Accuracy Score : 0.9981045075634268 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 241878 1.0 0.74 0.66 0.70 803 avg / total 1.00 1.00 1.00 242681 task 82 ENCSR000DMA ------- Confusion matrix: Predicted False True __all__ Actual False 242137 188 242325 True 314 550 864 __all__ 242451 738 243189 Accuracy Score : 0.9979357618971253 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 242325 1.0 0.75 0.64 0.69 864 avg / total 1.00 1.00 1.00 243189 task 83 ENCSR000DRU ------- Confusion matrix: Predicted False True __all__ Actual False 234619 180 234799 True 246 519 765 __all__ 234865 699 235564 Accuracy Score : 0.9981915742643188 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 234799 1.0 0.74 0.68 0.71 765 avg / total 1.00 1.00 1.00 235564 task 84 ENCSR000DVA ------- Confusion matrix: Predicted False True __all__ Actual False 230456 180 230636 True 309 547 856 __all__ 230765 727 231492 Accuracy Score : 0.9978876159867296 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 230636 1.0 0.75 0.64 0.69 856 avg / total 1.00 1.00 1.00 231492 task 85 ENCSR125NBL ------- Confusion matrix: Predicted False True __all__ Actual False 225994 631 226625 True 403 1222 1625 __all__ 226397 1853 228250 Accuracy Score : 0.9954698795180723 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 226625 1.0 0.66 0.75 0.70 1625 avg / total 1.00 1.00 1.00 228250 task 86 ENCSR000BPJ ------- Confusion matrix: Predicted False True __all__ Actual False 234007 238 234245 True 275 527 802 __all__ 234282 765 235047 Accuracy Score : 0.9978174577850387 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 234245 1.0 0.69 0.66 0.67 802 avg / total 1.00 1.00 1.00 235047 task 87 ENCSR027HML ------- Confusion matrix: Predicted False True __all__ Actual False 221891 668 222559 True 908 1497 2405 __all__ 222799 2165 224964 Accuracy Score : 0.992994434665102 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 222559 1.0 0.69 0.62 0.66 2405 avg / total 0.99 0.99 0.99 224964 task 88 ENCSR000DPS ------- Confusion matrix: Predicted False True __all__ Actual False 230610 171 230781 True 232 532 764 __all__ 230842 703 231545 Accuracy Score : 0.9982595175883737 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 230781 1.0 0.76 0.70 0.73 764 avg / total 1.00 1.00 1.00 231545 task 89 ENCSR000DPG ------- Confusion matrix: Predicted False True __all__ Actual False 236406 145 236551 True 287 484 771 __all__ 236693 629 237322 Accuracy Score : 0.9981796883559046 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 236551 1.0 0.77 0.63 0.69 771 avg / total 1.00 1.00 1.00 237322 task 90 ENCSR196HOM ------- Confusion matrix: Predicted False True __all__ Actual False 220218 2227 222445 True 819 2663 3482 __all__ 221037 4890 225927 Accuracy Score : 0.986517769013885 Report : precision recall f1-score support 0.0 1.00 0.99 0.99 222445 1.0 0.54 0.76 0.64 3482 avg / total 0.99 0.99 0.99 225927 task 91 ENCSR541AMF ------- Confusion matrix: Predicted False True __all__ Actual False 224733 630 225363 True 481 1347 1828 __all__ 225214 1977 227191 Accuracy Score : 0.9951098414990031 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 225363 1.0 0.68 0.74 0.71 1828 avg / total 1.00 1.00 1.00 227191 task 92 ENCSR000DUH ------- Confusion matrix: Predicted False True __all__ Actual False 241848 146 241994 True 301 444 745 __all__ 242149 590 242739 Accuracy Score : 0.9981585159368704 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 241994 1.0 0.75 0.60 0.67 745 avg / total 1.00 1.00 1.00 242739 task 93 ENCSR000DKN ------- Confusion matrix: Predicted False True __all__ Actual False 234147 277 234424 True 252 635 887 __all__ 234399 912 235311 Accuracy Score : 0.9977519113003642 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 234424 1.0 0.70 0.72 0.71 887 avg / total 1.00 1.00 1.00 235311 task 94 ENCSR673WZL ------- Confusion matrix: Predicted False True __all__ Actual False 228529 233 228762 True 265 740 1005 __all__ 228794 973 229767 Accuracy Score : 0.9978325869250153 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 228762 1.0 0.76 0.74 0.75 1005 avg / total 1.00 1.00 1.00 229767 task 95 ENCSR000AUV ------- Confusion matrix: Predicted False True __all__ Actual False 222638 259 222897 True 551 786 1337 __all__ 223189 1045 224234 Accuracy Score : 0.9963877021325936 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 222897 1.0 0.75 0.59 0.66 1337 avg / total 1.00 1.00 1.00 224234 task 96 ENCSR000DMY ------- Confusion matrix: Predicted False True __all__ Actual False 233603 133 233736 True 193 475 668 __all__ 233796 608 234404 Accuracy Score : 0.998609238750192 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 233736 1.0 0.78 0.71 0.74 668 avg / total 1.00 1.00 1.00 234404 task 97 ENCSR430YRJ ------- Confusion matrix: Predicted False True __all__ Actual False 219631 280 219911 True 510 921 1431 __all__ 220141 1201 221342 Accuracy Score : 0.9964308626469446 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 219911 1.0 0.77 0.64 0.70 1431 avg / total 1.00 1.00 1.00 221342 task 98 ENCSR084RDK ------- Confusion matrix: Predicted False True __all__ Actual False 222966 379 223345 True 591 1012 1603 __all__ 223557 1391 224948 Accuracy Score : 0.9956878923128901 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 223345 1.0 0.73 0.63 0.68 1603 avg / total 1.00 1.00 1.00 224948 task 99 ENCSR000DPV ------- Confusion matrix: Predicted False True __all__ Actual False 230726 227 230953 True 392 539 931 __all__ 231118 766 231884 Accuracy Score : 0.9973305618326405 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 230953 1.0 0.70 0.58 0.64 931 avg / total 1.00 1.00 1.00 231884 task 100 ENCSR000DUM ------- Confusion matrix: Predicted False True __all__ Actual False 225736 300 226036 True 307 684 991 __all__ 226043 984 227027 Accuracy Score : 0.997326309205513 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 226036 1.0 0.70 0.69 0.69 991 avg / total 1.00 1.00 1.00 227027 task 101 ENCSR000DYB ------- Confusion matrix: Predicted False True __all__ Actual False 228440 142 228582 True 245 471 716 __all__ 228685 613 229298 Accuracy Score : 0.9983122399672042 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 228582 1.0 0.77 0.66 0.71 716 avg / total 1.00 1.00 1.00 229298 task 102 ENCSR000DWQ ------- Confusion matrix: Predicted False True __all__ Actual False 227695 283 227978 True 441 599 1040 __all__ 228136 882 229018 Accuracy Score : 0.9968386764359133 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 227978 1.0 0.68 0.58 0.62 1040 avg / total 1.00 1.00 1.00 229018 task 103 ENCSR000AHD ------- Confusion matrix: Predicted False True __all__ Actual False 231615 290 231905 True 336 699 1035 __all__ 231951 989 232940 Accuracy Score : 0.9973126126899631 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 231905 1.0 0.71 0.68 0.69 1035 avg / total 1.00 1.00 1.00 232940 task 104 ENCSR932ZMX ------- Confusion matrix: Predicted False True __all__ Actual False 234205 674 234879 True 324 1057 1381 __all__ 234529 1731 236260 Accuracy Score : 0.9957758401760772 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 234879 1.0 0.61 0.77 0.68 1381 avg / total 1.00 1.00 1.00 236260 task 105 ENCSR240PRQ ------- Confusion matrix: Predicted False True __all__ Actual False 225209 609 225818 True 467 1035 1502 __all__ 225676 1644 227320 Accuracy Score : 0.9952665845504135 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 225818 1.0 0.63 0.69 0.66 1502 avg / total 1.00 1.00 1.00 227320 task 106 ENCSR000AKB ------- Confusion matrix: Predicted False True __all__ Actual False 230254 223 230477 True 299 688 987 __all__ 230553 911 231464 Accuracy Score : 0.9977447896865171 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 230477 1.0 0.76 0.70 0.72 987 avg / total 1.00 1.00 1.00 231464 task 107 ENCSR000EIC ------- Confusion matrix: Predicted False True __all__ Actual False 231157 235 231392 True 351 614 965 __all__ 231508 849 232357 Accuracy Score : 0.9974780187384068 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 231392 1.0 0.72 0.64 0.68 965 avg / total 1.00 1.00 1.00 232357 task 108 ENCSR000AKO ------- Confusion matrix: Predicted False True __all__ Actual False 241569 287 241856 True 665 668 1333 __all__ 242234 955 243189 Accuracy Score : 0.9960853492551061 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 241856 1.0 0.70 0.50 0.58 1333 avg / total 1.00 1.00 1.00 243189 task 109 ENCSR000BLX ------- Confusion matrix: Predicted False True __all__ Actual False 236601 126 236727 True 242 466 708 __all__ 236843 592 237435 Accuracy Score : 0.9984501021332154 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 236727 1.0 0.79 0.66 0.72 708 avg / total 1.00 1.00 1.00 237435 task 110 ENCSR000DML ------- Confusion matrix: Predicted False True __all__ Actual False 241746 300 242046 True 354 460 814 __all__ 242100 760 242860 Accuracy Score : 0.9973070905048176 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 242046 1.0 0.61 0.57 0.58 814 avg / total 1.00 1.00 1.00 242860 task 111 ENCSR000APM ------- Confusion matrix: Predicted False True __all__ Actual False 231213 239 231452 True 360 600 960 __all__ 231573 839 232412 Accuracy Score : 0.9974226804123711 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 231452 1.0 0.72 0.62 0.67 960 avg / total 1.00 1.00 1.00 232412 task 112 ENCSR856JJB ------- Confusion matrix: Predicted False True __all__ Actual False 219128 2647 221775 True 694 2844 3538 __all__ 219822 5491 225313 Accuracy Score : 0.9851717388699276 Report : precision recall f1-score support 0.0 1.00 0.99 0.99 221775 1.0 0.52 0.80 0.63 3538 avg / total 0.99 0.99 0.99 225313 task 113 ENCSR000BNO ------- Confusion matrix: Predicted False True __all__ Actual False 235761 159 235920 True 145 311 456 __all__ 235906 470 236376 Accuracy Score : 0.998713913426067 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 235920 1.0 0.66 0.68 0.67 456 avg / total 1.00 1.00 1.00 236376 task 114 ENCSR402IDP ------- Confusion matrix: Predicted False True __all__ Actual False 223267 235 223502 True 411 737 1148 __all__ 223678 972 224650 Accuracy Score : 0.9971244157578455 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 223502 1.0 0.76 0.64 0.70 1148 avg / total 1.00 1.00 1.00 224650 task 115 ENCSR000DKP ------- Confusion matrix: Predicted False True __all__ Actual False 234600 99 234699 True 161 349 510 __all__ 234761 448 235209 Accuracy Score : 0.998894600121594 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 234699 1.0 0.78 0.68 0.73 510 avg / total 1.00 1.00 1.00 235209 task 116 ENCSR066BZZ ------- Confusion matrix: Predicted False True __all__ Actual False 224986 1165 226151 True 549 1846 2395 __all__ 225535 3011 228546 Accuracy Score : 0.9925004156712435 Report : precision recall f1-score support 0.0 1.00 0.99 1.00 226151 1.0 0.61 0.77 0.68 2395 avg / total 0.99 0.99 0.99 228546 task 117 ENCSR000DVI ------- Confusion matrix: Predicted False True __all__ Actual False 231469 278 231747 True 348 671 1019 __all__ 231817 949 232766 Accuracy Score : 0.9973106037823394 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 231747 1.0 0.71 0.66 0.68 1019 avg / total 1.00 1.00 1.00 232766 task 118 ENCSR000AOO ------- Confusion matrix: Predicted False True __all__ Actual False 231547 146 231693 True 244 483 727 __all__ 231791 629 232420 Accuracy Score : 0.9983220032699424 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 231693 1.0 0.77 0.66 0.71 727 avg / total 1.00 1.00 1.00 232420 task 119 ENCSR000ANO ------- Confusion matrix: Predicted False True __all__ Actual False 233486 199 233685 True 299 582 881 __all__ 233785 781 234566 Accuracy Score : 0.9978769301603813 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 233685 1.0 0.75 0.66 0.70 881 avg / total 1.00 1.00 1.00 234566 task 120 ENCSR000DPF ------- Confusion matrix: Predicted False True __all__ Actual False 232727 310 233037 True 353 697 1050 __all__ 233080 1007 234087 Accuracy Score : 0.9971677196939599 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 233037 1.0 0.69 0.66 0.68 1050 avg / total 1.00 1.00 1.00 234087 task 121 ENCSR000DRB ------- Confusion matrix: Predicted False True __all__ Actual False 238645 211 238856 True 319 585 904 __all__ 238964 796 239760 Accuracy Score : 0.9977894561227895 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 238856 1.0 0.73 0.65 0.69 904 avg / total 1.00 1.00 1.00 239760 task 122 ENCSR000DLB ------- Confusion matrix: Predicted False True __all__ Actual False 234046 118 234164 True 263 474 737 __all__ 234309 592 234901 Accuracy Score : 0.9983780401105147 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 234164 1.0 0.80 0.64 0.71 737 avg / total 1.00 1.00 1.00 234901 task 123 ENCSR000DMV ------- Confusion matrix: Predicted False True __all__ Actual False 241933 297 242230 True 475 484 959 __all__ 242408 781 243189 Accuracy Score : 0.9968255143119138 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 242230 1.0 0.62 0.50 0.56 959 avg / total 1.00 1.00 1.00 243189 task 124 ENCSR000DPY ------- Confusion matrix: Predicted False True __all__ Actual False 235402 167 235569 True 296 488 784 __all__ 235698 655 236353 Accuracy Score : 0.9980410656941101 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 235569 1.0 0.75 0.62 0.68 784 avg / total 1.00 1.00 1.00 236353 task 125 ENCSR000DRR ------- Confusion matrix: Predicted False True __all__ Actual False 236047 167 236214 True 228 511 739 __all__ 236275 678 236953 Accuracy Score : 0.9983330027473802 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 236214 1.0 0.75 0.69 0.72 739 avg / total 1.00 1.00 1.00 236953 task 126 ENCSR359LOD ------- Confusion matrix: Predicted False True __all__ Actual False 224006 717 224723 True 575 1321 1896 __all__ 224581 2038 226619 Accuracy Score : 0.9942988010714018 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 224723 1.0 0.65 0.70 0.67 1896 avg / total 0.99 0.99 0.99 226619 task 127 ENCSR000ATN ------- Confusion matrix: Predicted False True __all__ Actual False 227557 206 227763 True 415 619 1034 __all__ 227972 825 228797 Accuracy Score : 0.9972858035725993 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 227763 1.0 0.75 0.60 0.67 1034 avg / total 1.00 1.00 1.00 228797 task 128 ENCSR000DND ------- Confusion matrix: Predicted False True __all__ Actual False 241093 92 241185 True 148 358 506 __all__ 241241 450 241691 Accuracy Score : 0.9990069965369004 Report : precision recall f1-score support 0.0 1.00 1.00 1.00 241185 1.0 0.80 0.71 0.75 506 avg / total 1.00 1.00 1.00 241691