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Ricardo Montañana Gómez edited this page Oct 2, 2024
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| Dataset | Odte | TBRRoF | TBRoF | TBRaF | RandomForest | XGBoost | BaggingJ48SVMODT | BaggingWodt |
|---|---|---|---|---|---|---|---|---|
| balance-scale | 4,860408 | 2,879093 | 1,547282 | 2,469628 | 197,43 | 0,035864 | 28,142580 | 3,825708 |
| balloons | 0,719839 | 0,186379 | 0,040097 | 0,102057 | 9,12 | 0,008293 | 0,842440 | 0,178152 |
| breast-cancer | 2,584447 | 2,324760 | 0,113872 | 2,063686 | 131,15 | 0,017419 | 7,349840 | 1,394520 |
| breast-cancer-wisc | 2,117543 | 1,067676 | 0,057860 | 0,870415 | 49,70 | 0,016963 | 8,573760 | 1,367089 |
| breast-cancer-wisc-diag | 1,547816 | 3,459089 | 0,242880 | 2,855239 | 35,28 | 0,012224 | 9,502740 | 2,137335 |
| breast-cancer-wisc-prog | 2,079098 | 1,952584 | 0,483634 | 1,532145 | 42,87 | 0,014600 | 22,214720 | 3,472268 |
| cardiotocography-10clases | 36,948583 | 40,658151 | 8,330191 | 96,878428 | 527,01 | 0,195890 | 419,459940 | 25,763269 |
| cardiotocography-3clases | 7,821202 | 96,855062 | 8,773505 | 135,078980 | 230,15 | 0,061455 | 107,720840 | 13,192339 |
| conn-bench-sonar-mines-rocks | 0,941721 | 1,317356 | 0,058523 | 0,725698 | 37,80 | 0,020848 | 9,680340 | 1,043721 |
| cylinder-bands | 4,174893 | 4,323683 | 0,250560 | 3,113408 | 149,17 | 0,019713 | 35,947000 | 3,235034 |
| dermatology | 4,311468 | 2,389662 | 0,094013 | 1,850012 | 57,91 | 0,033253 | 16,591640 | 1,293878 |
| echocardiogram | 1,703293 | 0,780783 | 0,100167 | 0,642633 | 32,66 | 0,009835 | 5,120200 | 0,950307 |
| fertility | 1,335814 | 0,102985 | 0,082491 | 0,271027 | 24,85 | 0,009765 | 4,245680 | 0,761727 |
| haberman-survival | 1,496915 | 1,358704 | 0,309793 | 1,285359 | 125,36 | 0,016793 | 7,897780 | 5,127525 |
| heart-hungarian | 2,719993 | 1,521460 | 0,217143 | 1,299583 | 82,12 | 0,024709 | 14,384660 | 1,944193 |
| hepatitis | 1,429367 | 0,843714 | 0,049045 | 0,636135 | 35,89 | 0,009997 | 6,715100 | 0,787278 |
| ilpd-indian-liver | 1,358301 | 4,386038 | 0,483392 | 3,480812 | 153,16 | 0,046178 | 20,458900 | 7,088961 |
| ionosphere | 1,694725 | 1,884993 | 0,124002 | 1,881603 | 40,60 | 0,029474 | 10,644020 | 1,694760 |
| iris | 1,429481 | 0,555469 | 0,067220 | 0,391185 | 14,32 | 0,016591 | 2,354380 | 0,812863 |
| led-display | 23,602074 | 3,765296 | 0,891522 | 4,414960 | 139,10 | 0,127838 | 234,409540 | 47,786847 |
| libras | 24,586925 | 5,438157 | 2,387118 | 3,881377 | 125,19 | 0,308176 | 253,593080 | 5,650008 |
| low-res-spect | 7,286403 | 4,421173 | 0,585941 | 3,217682 | 69,56 | 0,235034 | 69,313360 | 4,141438 |
| lymphography | 2,396923 | 1,265552 | 0,074923 | 0,838040 | 52,07 | 0,023296 | 11,736760 | 1,007334 |
| mammographic | 1,753898 | 4,766404 | 0,649925 | 3,998138 | 295,72 | 0,016974 | 34,180640 | 23,996965 |
| molec-biol-promoter | 0,636553 | 0,824501 | 0,033443 | 0,333759 | 27,28 | 0,009251 | 4,583660 | 0,437995 |
| musk-1 | 1,379853 | 2,822535 | 0,114697 | 1,886951 | 76,78 | 0,061228 | 84,988140 | 2,655252 |
| oocytes_merluccius_nucleus_4d | 2,213395 | 6,714657 | 1,077289 | 6,505025 | 199,99 | 0,063749 | 67,914740 | 11,302367 |
| oocytes_merluccius_states_2f | 3,706169 | 6,942904 | 0,579405 | 7,456247 | 94,43 | 0,112720 | 29,651480 | 5,218599 |
| oocytes_trisopterus_nucleus_2f | 2,487499 | 6,727233 | 1,029296 | 5,593723 | 179,76 | 0,041171 | 52,904400 | 8,714658 |
| oocytes_trisopterus_states_5b | 2,931045 | 6,632342 | 0,575745 | 6,513873 | 115,83 | 0,074220 | 41,497620 | 6,123130 |
| parkinsons | 2,014933 | 1,028403 | 0,074934 | 0,679265 | 26,69 | 0,011391 | 4,974100 | 0,897011 |
| pima | 1,982698 | 5,878384 | 0,695511 | 5,078093 | 210,78 | 0,020082 | 27,161460 | 7,300448 |
| pittsburg-bridges-MATERIAL | 2,037308 | 0,623797 | 0,089418 | 0,442699 | 32,66 | 0,018859 | 7,087600 | 0,964568 |
| pittsburg-bridges-REL-L | 3,125311 | 0,680983 | 0,136557 | 0,615735 | 54,13 | 0,027271 | 15,884420 | 1,452214 |
| pittsburg-bridges-SPAN | 2,770811 | 0,815714 | 0,106090 | 0,633420 | 49,53 | 0,022521 | 11,543440 | 1,541026 |
| pittsburg-bridges-T-OR-D | 1,298322 | 0,282840 | 0,089595 | 0,322564 | 27,10 | 0,008367 | 4,291000 | 0,870156 |
| planning | 1,255790 | 1,413745 | 0,417095 | 0,918563 | 52,56 | 0,014009 | 5,355800 | 1,879336 |
| post-operative | 1,536838 | 0,629532 | 0,112458 | 0,455898 | 54,61 | 0,023437 | 11,808500 | 2,037726 |
| seeds | 2,009345 | 0,759834 | 0,079305 | 0,661667 | 26,52 | 0,023759 | 5,109380 | 1,108329 |
| statlog-australian-credit | 1,370393 | 6,592959 | 0,702029 | 4,640428 | 266,84 | 0,021785 | 60,382200 | 7,495006 |
| statlog-german-credit | 3,758376 | 8,443698 | 1,304290 | 6,955060 | 367,24 | 0,019056 | 80,206460 | 6,957475 |
| statlog-heart | 2,818024 | 1,593730 | 0,112576 | 1,329286 | 75,04 | 0,012616 | 13,371800 | 1,626767 |
| statlog-image | 11,745022 | 45,040970 | 29,337317 | 74,062642 | 159,66 | 0,105498 | 95,933980 | 14,144462 |
| statlog-vehicle | 6,024029 | 6,393836 | 0,418559 | 6,559689 | 221,99 | 0,072682 | 73,431020 | 9,020852 |
| synthetic-control | 3,809693 | 3,612686 | 0,276786 | 2,964935 | 63,50 | 0,095963 | 36,148860 | 1,933876 |
| tic-tac-toe | 1,204730 | 5,663963 | 0,309361 | 4,813029 | 245,24 | 0,012408 | 14,725780 | 5,179685 |
| vertebral-column-2clases | 1,837160 | 1,629780 | 0,215712 | 1,366986 | 56,65 | 0,013316 | 6,444820 | 2,447842 |
| wine | 1,202937 | 0,790980 | 0,029968 | 0,553680 | 18,93 | 0,014908 | 1,644460 | 0,585075 |
| zoo | 3,247447 | 0,755509 | 0,023029 | 0,511334 | 22,78 | 0,023217 | 17,585620 | 0,781933 |
| Average | 4,271527 | 6,363260 | 1,305216 | 8,482302 | 109,89 | 0,045605 | 43,177769 | 5,333251 |