 | Run 7378 |
| Creator | favre |
| Program | icsiboost-bigram |
| Dataset | 20news-18828 |
| Task type | DocumentClassification |
| Created | 1y122d ago |
| Download | Login required! |
Done! 
| 42m28s | |
| 859M | |
| DocumentClassification | |
| 0.020 | |
| 0.171 | |
Log file
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0.144310 rnd 778: wh-err= 0.998245 th-err= 0.037357 dev= nan test= nan train= 0.144234 rnd 779: wh-err= 0.998149 th-err= 0.037288 dev= nan test= nan train= 0.144158 rnd 780: wh-err= 0.998232 th-err= 0.037222 dev= nan test= nan train= 0.144158 rnd 781: wh-err= 0.998185 th-err= 0.037154 dev= nan test= nan train= 0.143551 rnd 782: wh-err= 0.998222 th-err= 0.037088 dev= nan test= nan train= 0.143247 rnd 783: wh-err= 0.998224 th-err= 0.037022 dev= nan test= nan train= 0.143171 rnd 784: wh-err= 0.998234 th-err= 0.036957 dev= nan test= nan train= 0.142640 rnd 785: wh-err= 0.998213 th-err= 0.036891 dev= nan test= nan train= 0.142489 rnd 786: wh-err= 0.998190 th-err= 0.036824 dev= nan test= nan train= 0.140744 rnd 787: wh-err= 0.998182 th-err= 0.036757 dev= nan test= nan train= 0.140137 rnd 788: wh-err= 0.998030 th-err= 0.036685 dev= nan test= nan train= 0.140212 rnd 789: wh-err= 0.998168 th-err= 0.036617 dev= nan test= nan train= 0.139605 rnd 790: wh-err= 0.998152 th-err= 0.036550 dev= nan test= nan train= 0.138923 rnd 791: wh-err= 0.998204 th-err= 0.036484 dev= nan test= nan train= 0.138543 rnd 792: wh-err= 0.998210 th-err= 0.036419 dev= nan test= nan train= 0.138240 rnd 793: wh-err= 0.998200 th-err= 0.036353 dev= nan test= nan train= 0.137860 rnd 794: wh-err= 0.998216 th-err= 0.036288 dev= nan test= nan train= 0.137860 rnd 795: wh-err= 0.998231 th-err= 0.036224 dev= nan test= nan train= 0.138012 rnd 796: wh-err= 0.998228 th-err= 0.036160 dev= nan test= nan train= 0.137481 rnd 797: wh-err= 0.998242 th-err= 0.036097 dev= nan test= nan train= 0.137329 rnd 798: wh-err= 0.998237 th-err= 0.036033 dev= nan test= nan train= 0.137860 rnd 799: wh-err= 0.998221 th-err= 0.035969 dev= nan test= nan train= 0.137481 rnd 800: wh-err= 0.998230 th-err= 0.035905 dev= nan test= nan train= 0.136950 rnd 801: wh-err= 0.998220 th-err= 0.035841 dev= nan test= nan train= 0.136798 rnd 802: wh-err= 0.998223 th-err= 0.035777 dev= nan test= nan train= 0.136646 rnd 803: wh-err= 0.998235 th-err= 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0.125266 rnd 842: wh-err= 0.998209 th-err= 0.033285 dev= nan test= nan train= 0.125114 rnd 843: wh-err= 0.998197 th-err= 0.033225 dev= nan test= nan train= 0.125114 rnd 844: wh-err= 0.998207 th-err= 0.033166 dev= nan test= nan train= 0.124886 rnd 845: wh-err= 0.998201 th-err= 0.033106 dev= nan test= nan train= 0.124810 rnd 846: wh-err= 0.998217 th-err= 0.033047 dev= nan test= nan train= 0.124659 rnd 847: wh-err= 0.998223 th-err= 0.032988 dev= nan test= nan train= 0.124127 rnd 848: wh-err= 0.998225 th-err= 0.032930 dev= nan test= nan train= 0.123672 rnd 849: wh-err= 0.998132 th-err= 0.032868 dev= nan test= nan train= 0.123369 rnd 850: wh-err= 0.998169 th-err= 0.032808 dev= nan test= nan train= 0.123369 rnd 851: wh-err= 0.998180 th-err= 0.032748 dev= nan test= nan train= 0.123293 rnd 852: wh-err= 0.998196 th-err= 0.032689 dev= nan test= nan train= 0.122458 rnd 853: wh-err= 0.998150 th-err= 0.032629 dev= nan test= nan train= 0.121927 rnd 854: wh-err= 0.998198 th-err= 0.032570 dev= nan test= nan train= 0.121472 rnd 855: wh-err= 0.998192 th-err= 0.032511 dev= nan test= nan train= 0.121851 rnd 856: wh-err= 0.998173 th-err= 0.032452 dev= nan test= nan train= 0.121548 rnd 857: wh-err= 0.998186 th-err= 0.032393 dev= nan test= nan train= 0.121168 rnd 858: wh-err= 0.998223 th-err= 0.032335 dev= nan test= nan train= 0.120789 rnd 859: wh-err= 0.998225 th-err= 0.032278 dev= nan test= nan train= 0.120637 rnd 860: wh-err= 0.998207 th-err= 0.032220 dev= nan test= nan train= 0.120486 rnd 861: wh-err= 0.998221 th-err= 0.032163 dev= nan test= nan train= 0.120106 rnd 862: wh-err= 0.998193 th-err= 0.032104 dev= nan test= nan train= 0.119954 rnd 863: wh-err= 0.998216 th-err= 0.032047 dev= nan test= nan train= 0.119727 rnd 864: wh-err= 0.998200 th-err= 0.031989 dev= nan test= nan train= 0.119347 rnd 865: wh-err= 0.998224 th-err= 0.031933 dev= nan test= nan train= 0.118741 rnd 866: wh-err= 0.998227 th-err= 0.031876 dev= nan test= nan train= 0.118741 rnd 867: wh-err= 0.998239 th-err= 0.031820 dev= nan test= nan train= 0.118058 rnd 868: wh-err= 0.998242 th-err= 0.031764 dev= nan test= nan train= 0.117527 rnd 869: wh-err= 0.998193 th-err= 0.031707 dev= nan test= nan train= 0.117678 rnd 870: wh-err= 0.998231 th-err= 0.031651 dev= nan test= nan train= 0.117527 rnd 871: wh-err= 0.998237 th-err= 0.031595 dev= nan test= nan train= 0.117527 rnd 872: wh-err= 0.998234 th-err= 0.031539 dev= nan test= nan train= 0.116920 rnd 873: wh-err= 0.998234 th-err= 0.031483 dev= nan test= nan train= 0.116920 rnd 874: wh-err= 0.998104 th-err= 0.031424 dev= nan test= nan train= 0.115706 rnd 875: wh-err= 0.998176 th-err= 0.031366 dev= nan test= nan train= 0.115250 rnd 876: wh-err= 0.998167 th-err= 0.031309 dev= nan test= nan train= 0.115099 rnd 877: wh-err= 0.998191 th-err= 0.031252 dev= nan test= nan train= 0.114947 rnd 878: wh-err= 0.998175 th-err= 0.031195 dev= nan test= nan train= 0.114871 rnd 879: wh-err= 0.998205 th-err= 0.031139 dev= nan test= nan train= 0.114416 rnd 880: wh-err= 0.998176 th-err= 0.031082 dev= nan test= nan train= 0.114112 rnd 881: wh-err= 0.998080 th-err= 0.031023 dev= nan test= nan train= 0.113505 rnd 882: wh-err= 0.998220 th-err= 0.030967 dev= nan test= nan train= 0.113354 rnd 883: wh-err= 0.998212 th-err= 0.030912 dev= nan test= nan train= 0.113050 rnd 884: wh-err= 0.998206 th-err= 0.030857 dev= nan test= nan train= 0.113581 rnd 885: wh-err= 0.998204 th-err= 0.030801 dev= nan test= nan train= 0.113050 rnd 886: wh-err= 0.998236 th-err= 0.030747 dev= nan test= nan train= 0.112898 rnd 887: wh-err= 0.998208 th-err= 0.030692 dev= nan test= nan train= 0.112671 rnd 888: wh-err= 0.998231 th-err= 0.030637 dev= nan test= nan train= 0.112519 rnd 889: wh-err= 0.998233 th-err= 0.030583 dev= nan test= nan train= 0.111988 rnd 890: wh-err= 0.998220 th-err= 0.030529 dev= nan test= nan train= 0.111912 rnd 891: wh-err= 0.998226 th-err= 0.030475 dev= nan test= nan train= 0.111988 rnd 892: wh-err= 0.998229 th-err= 0.030421 dev= nan test= nan train= 0.111684 rnd 893: wh-err= 0.998241 th-err= 0.030367 dev= nan test= nan train= 0.111229 rnd 894: wh-err= 0.998245 th-err= 0.030314 dev= nan test= nan train= 0.111002 rnd 895: wh-err= 0.998227 th-err= 0.030260 dev= nan test= nan train= 0.111077 rnd 896: wh-err= 0.998227 th-err= 0.030206 dev= nan test= nan train= 0.110167 rnd 897: wh-err= 0.998237 th-err= 0.030153 dev= nan test= nan train= 0.109788 rnd 898: wh-err= 0.998262 th-err= 0.030101 dev= nan test= nan train= 0.109560 rnd 899: wh-err= 0.998251 th-err= 0.030048 dev= nan test= nan train= 0.109560 rnd 900: wh-err= 0.998254 th-err= 0.029996 dev= nan test= nan train= 0.108953 rnd 901: wh-err= 0.998220 th-err= 0.029942 dev= nan test= nan train= 0.108498 rnd 902: wh-err= 0.998224 th-err= 0.029889 dev= nan test= nan train= 0.108118 rnd 903: wh-err= 0.998228 th-err= 0.029836 dev= nan test= nan train= 0.107891 rnd 904: wh-err= 0.998099 th-err= 0.029779 dev= nan test= nan train= 0.107967 rnd 905: wh-err= 0.998234 th-err= 0.029727 dev= nan test= nan train= 0.107587 rnd 906: wh-err= 0.998233 th-err= 0.029674 dev= nan test= nan train= 0.107436 rnd 907: wh-err= 0.998222 th-err= 0.029622 dev= nan test= nan train= 0.107208 rnd 908: wh-err= 0.998133 th-err= 0.029566 dev= nan test= nan train= 0.106980 rnd 909: wh-err= 0.998240 th-err= 0.029514 dev= nan test= nan train= 0.106601 rnd 910: wh-err= 0.998234 th-err= 0.029462 dev= nan test= nan train= 0.106297 rnd 911: wh-err= 0.998171 th-err= 0.029408 dev= nan test= nan train= 0.105842 rnd 912: wh-err= 0.998233 th-err= 0.029356 dev= nan test= nan train= 0.105539 rnd 913: wh-err= 0.998233 th-err= 0.029304 dev= nan test= nan train= 0.105311 rnd 914: wh-err= 0.998248 th-err= 0.029253 dev= nan test= nan train= 0.104856 rnd 915: wh-err= 0.998258 th-err= 0.029202 dev= nan test= nan train= 0.104401 rnd 916: wh-err= 0.998261 th-err= 0.029151 dev= nan test= nan train= 0.104476 rnd 917: wh-err= 0.998175 th-err= 0.029098 dev= nan test= nan train= 0.104021 rnd 918: wh-err= 0.998257 th-err= 0.029047 dev= nan test= nan train= 0.104173 rnd 919: wh-err= 0.998269 th-err= 0.028997 dev= nan test= nan train= 0.103794 rnd 920: wh-err= 0.998269 th-err= 0.028947 dev= nan test= nan train= 0.103187 rnd 921: wh-err= 0.998264 th-err= 0.028897 dev= nan test= nan train= 0.103111 rnd 922: wh-err= 0.998191 th-err= 0.028844 dev= nan test= nan train= 0.103566 rnd 923: wh-err= 0.998152 th-err= 0.028791 dev= nan test= nan train= 0.102731 rnd 924: wh-err= 0.998217 th-err= 0.028740 dev= nan test= nan train= 0.102124 rnd 925: wh-err= 0.998240 th-err= 0.028689 dev= nan test= nan train= 0.101821 rnd 926: wh-err= 0.998263 th-err= 0.028639 dev= nan test= nan train= 0.101745 rnd 927: wh-err= 0.998259 th-err= 0.028589 dev= nan test= nan train= 0.101442 rnd 928: wh-err= 0.998265 th-err= 0.028540 dev= nan test= nan train= 0.100986 rnd 929: wh-err= 0.998175 th-err= 0.028488 dev= nan test= nan train= 0.100303 rnd 930: wh-err= 0.998255 th-err= 0.028438 dev= nan test= nan train= 0.099924 rnd 931: wh-err= 0.998228 th-err= 0.028388 dev= nan test= nan train= 0.099697 rnd 932: wh-err= 0.998209 th-err= 0.028337 dev= nan test= nan train= 0.099697 rnd 933: wh-err= 0.998241 th-err= 0.028287 dev= nan test= nan train= 0.099621 rnd 934: wh-err= 0.998261 th-err= 0.028238 dev= nan test= nan train= 0.099317 rnd 935: wh-err= 0.998263 th-err= 0.028189 dev= nan test= nan train= 0.099241 rnd 936: wh-err= 0.998261 th-err= 0.028140 dev= nan test= nan train= 0.099165 rnd 937: wh-err= 0.998261 th-err= 0.028091 dev= nan test= nan train= 0.098710 rnd 938: wh-err= 0.998267 th-err= 0.028042 dev= nan test= nan train= 0.098483 rnd 939: wh-err= 0.998267 th-err= 0.027994 dev= nan test= nan train= 0.098255 rnd 940: wh-err= 0.998232 th-err= 0.027944 dev= nan test= nan train= 0.098938 rnd 941: wh-err= 0.998265 th-err= 0.027896 dev= nan test= nan train= 0.098786 rnd 942: wh-err= 0.998259 th-err= 0.027847 dev= nan test= nan train= 0.097951 rnd 943: wh-err= 0.998253 th-err= 0.027798 dev= nan test= nan train= 0.096889 rnd 944: wh-err= 0.998240 th-err= 0.027749 dev= nan test= nan train= 0.097041 rnd 945: wh-err= 0.998239 th-err= 0.027701 dev= nan test= nan train= 0.097269 rnd 946: wh-err= 0.998238 th-err= 0.027652 dev= nan test= nan train= 0.097193 rnd 947: wh-err= 0.998251 th-err= 0.027603 dev= nan test= nan train= 0.096813 rnd 948: wh-err= 0.998256 th-err= 0.027555 dev= nan test= nan train= 0.096586 rnd 949: wh-err= 0.998236 th-err= 0.027507 dev= nan test= nan train= 0.096662 rnd 950: wh-err= 0.998278 th-err= 0.027459 dev= nan test= nan train= 0.096282 rnd 951: wh-err= 0.998270 th-err= 0.027412 dev= nan test= nan train= 0.096055 rnd 952: wh-err= 0.998201 th-err= 0.027362 dev= nan test= nan train= 0.095903 rnd 953: wh-err= 0.998197 th-err= 0.027313 dev= nan test= nan train= 0.095372 rnd 954: wh-err= 0.998271 th-err= 0.027266 dev= nan test= nan train= 0.095372 rnd 955: wh-err= 0.997993 th-err= 0.027211 dev= nan test= nan train= 0.095372 rnd 956: wh-err= 0.998272 th-err= 0.027164 dev= nan test= nan train= 0.094841 rnd 957: wh-err= 0.998260 th-err= 0.027117 dev= nan test= nan train= 0.094158 rnd 958: wh-err= 0.998279 th-err= 0.027070 dev= nan test= nan train= 0.094082 rnd 959: wh-err= 0.998258 th-err= 0.027023 dev= nan test= nan train= 0.093930 rnd 960: wh-err= 0.998154 th-err= 0.026973 dev= nan test= nan train= 0.093778 rnd 961: wh-err= 0.998256 th-err= 0.026926 dev= nan test= nan train= 0.093627 rnd 962: wh-err= 0.998258 th-err= 0.026879 dev= nan test= nan train= 0.093247 rnd 963: wh-err= 0.998264 th-err= 0.026833 dev= nan test= nan train= 0.093096 rnd 964: wh-err= 0.998258 th-err= 0.026786 dev= nan test= nan train= 0.092944 rnd 965: wh-err= 0.998277 th-err= 0.026740 dev= nan test= nan train= 0.093020 rnd 966: wh-err= 0.998281 th-err= 0.026694 dev= nan test= nan train= 0.092564 rnd 967: wh-err= 0.998270 th-err= 0.026648 dev= nan test= nan train= 0.092261 rnd 968: wh-err= 0.998281 th-err= 0.026602 dev= nan test= nan train= 0.091730 rnd 969: wh-err= 0.998284 th-err= 0.026556 dev= nan test= nan train= 0.091275 rnd 970: wh-err= 0.998275 th-err= 0.026510 dev= nan test= nan train= 0.090895 rnd 971: wh-err= 0.998273 th-err= 0.026465 dev= nan test= nan train= 0.091047 rnd 972: wh-err= 0.998260 th-err= 0.026418 dev= nan test= nan train= 0.090668 rnd 973: wh-err= 0.998259 th-err= 0.026372 dev= nan test= nan train= 0.090668 rnd 974: wh-err= 0.998283 th-err= 0.026327 dev= nan test= nan train= 0.090744 rnd 975: wh-err= 0.998283 th-err= 0.026282 dev= nan test= nan train= 0.090288 rnd 976: wh-err= 0.998272 th-err= 0.026237 dev= nan test= nan train= 0.089909 rnd 977: wh-err= 0.998264 th-err= 0.026191 dev= nan test= nan train= 0.089681 rnd 978: wh-err= 0.998269 th-err= 0.026146 dev= nan test= nan train= 0.089605 rnd 979: wh-err= 0.998212 th-err= 0.026099 dev= nan test= nan train= 0.089530 rnd 980: wh-err= 0.998247 th-err= 0.026053 dev= nan test= nan train= 0.088998 rnd 981: wh-err= 0.998244 th-err= 0.026007 dev= nan test= nan train= 0.088695 rnd 982: wh-err= 0.998217 th-err= 0.025961 dev= nan test= nan train= 0.088543 rnd 983: wh-err= 0.998236 th-err= 0.025915 dev= nan test= nan train= 0.087860 rnd 984: wh-err= 0.998166 th-err= 0.025868 dev= nan test= nan train= 0.087557 rnd 985: wh-err= 0.998158 th-err= 0.025820 dev= nan test= nan train= 0.087405 rnd 986: wh-err= 0.998223 th-err= 0.025774 dev= nan test= nan train= 0.087709 rnd 987: wh-err= 0.998234 th-err= 0.025729 dev= nan test= nan train= 0.087329 rnd 988: wh-err= 0.998239 th-err= 0.025683 dev= nan test= nan train= 0.087785 rnd 989: wh-err= 0.998212 th-err= 0.025638 dev= nan test= nan train= 0.087785 rnd 990: wh-err= 0.998247 th-err= 0.025593 dev= nan test= nan train= 0.087481 rnd 991: wh-err= 0.998245 th-err= 0.025548 dev= nan test= nan train= 0.087405 rnd 992: wh-err= 0.998247 th-err= 0.025503 dev= nan test= nan train= 0.087557 rnd 993: wh-err= 0.998201 th-err= 0.025457 dev= nan test= nan train= 0.087178 rnd 994: wh-err= 0.998250 th-err= 0.025412 dev= nan test= nan train= 0.087102 rnd 995: wh-err= 0.998248 th-err= 0.025368 dev= nan test= nan train= 0.086798 rnd 996: wh-err= 0.998249 th-err= 0.025323 dev= nan test= nan train= 0.086722 rnd 997: wh-err= 0.998250 th-err= 0.025279 dev= nan test= nan train= 0.086267 rnd 998: wh-err= 0.998248 th-err= 0.025235 dev= nan test= nan train= 0.086191 rnd 999: wh-err= 0.998266 th-err= 0.025191 dev= nan test= nan train= 0.085888 rnd 1000: wh-err= 0.998262 th-err= 0.025147 dev= nan test= nan train= 0.085508 === END program1: ./run learn ../dataset2/train --- OK [2178s] ===== MAIN: predict/evaluate on train data ===== === START program3: ./run stripLabels ../dataset2/train ../program0/evalTrain.in Processing examples of label comp.windows.x... Processing examples of label sci.electronics... Processing examples of label comp.sys.ibm.pc.hardware... Processing examples of label rec.sport.hockey... Processing examples of label soc.religion.christian... Processing examples of label misc.forsale... Processing examples of label talk.politics.mideast... Processing examples of label comp.sys.mac.hardware... Processing examples of label comp.os.ms-windows.misc... Processing examples of label rec.motorcycles... Processing examples of label talk.religion.misc... Processing examples of label rec.sport.baseball... Processing examples of label talk.politics.guns... Processing examples of label sci.crypt... Processing examples of label alt.atheism... Processing examples of label sci.space... Processing examples of label comp.graphics... Processing examples of label rec.autos... Processing examples of label talk.politics.misc... Processing examples of label sci.med... === END program3: ./run stripLabels ../dataset2/train ../program0/evalTrain.in --- OK [31s] === START program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out === END program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out --- OK [229s] === 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 Processing examples of label comp.windows.x... Processing examples of label sci.electronics... Processing examples of label comp.sys.ibm.pc.hardware... Processing examples of label rec.sport.hockey... Processing examples of label soc.religion.christian... Processing examples of label misc.forsale... Processing examples of label talk.politics.mideast... Processing examples of label comp.sys.mac.hardware... Processing examples of label comp.os.ms-windows.misc... Processing examples of label rec.motorcycles... Processing examples of label talk.religion.misc... Processing examples of label rec.sport.baseball... Processing examples of label talk.politics.guns... Processing examples of label sci.crypt... Processing examples of label alt.atheism... Processing examples of label sci.space... Processing examples of label comp.graphics... Processing examples of label rec.autos... Processing examples of label talk.politics.misc... Processing examples of label sci.med... === END program3: ./run stripLabels ../dataset2/test ../program0/evalTest.in --- OK [11s] === START program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out === END program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out --- OK [103s] === START program4: ./run evaluate ../dataset2/test ../program0/evalTest.out === END program4: ./run evaluate ../dataset2/test ../program0/evalTest.out --- OK [0s] real 42m31.857s user 40m5.410s sys 1m9.232s
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