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Experiments Performance on WebKB Table:Mean and SD of AUC over 100 rounds of test on WebKB University #Other/All#Links GPC RGP XGP LWP Cornell 6177865713177 0.708士0.0210.884士0.0250.917士0.0220.932士0.019 Texas 5711827/16090 0.799土0.021■ 0.906土0.026 0.949土0.015 0.960±0.009 Washington 939/1205/15388 0.782土0.0230.877土0.024 0.923±0.016 0.935士0.010 Wisconsin 94271263721594 0.839士0.0140899王0.0150.941士0.0180.940士0.012 oAll methods are based on the same data partitions for both training and testing. #Other:number of positive examples #All:number of all examples #Links:number of links 4口4日+立4至三风0 Li,Zhang and Yeung (CSE.HKUST) LWP A1 STATS200919/23Experiments Performance on WebKB Table: Mean and SD of AUC over 100 rounds of test on WebKB. University #Other/#All/#Links GPC RGP XGP LWP Cornell 617 / 865 / 13177 0.708 ± 0.021 0.884 ± 0.025 0.917 ± 0.022 0.932 ± 0.019 Texas 571 / 827 / 16090 0.799 ± 0.021 0.906 ± 0.026 0.949 ± 0.015 0.960 ± 0.009 Washington 939 / 1205 / 15388 0.782 ± 0.023 0.877 ± 0.024 0.923 ± 0.016 0.935 ± 0.010 Wisconsin 942 / 1263 / 21594 0.839 ± 0.014 0.899 ± 0.015 0.941 ± 0.018 0.940 ± 0.012 All methods are based on the same data partitions for both training and testing. #Other: number of positive examples #All: number of all examples #Links: number of links Li, Zhang and Yeung (CSE, HKUST) LWP AISTATS 2009 19 / 23
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