Data
Bioresponse

Bioresponse

active ARFF Publicly available Visibility: public Uploaded 04-11-2015 by Joaquin Vanschoren
2 likes downloaded by 40 people , 59 total downloads 0 issues 0 downvotes
  • Government OpenML-CC18 OpenML100 study_123 study_14 study_34 study_98 study_99 study_225 study_293 study_270 study_271 study_253 study_379 study_446 study_447 study_448 study_449 study_275
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
Author: Boehringer Ingelheim Source: [Kaggle](https://www.kaggle.com/c/bioresponse) - 2011 Please cite: None Predict a biological response of molecules from their chemical properties. Each row in this data set represents a molecule. The first column contains experimental data describing an actual biological response; the molecule was seen to elicit this response (1), or not (0). The remaining columns represent molecular descriptors (d1 through d1776), these are calculated properties that can capture some of the characteristics of the molecule - for example size, shape, or elemental constitution. The descriptor matrix has been normalized. The original training and test set were merged.

1777 features

target (target)nominal2 unique values
0 missing
D1numeric24 unique values
0 missing
D257numeric8 unique values
0 missing
D513numeric13 unique values
0 missing
D769numeric14 unique values
0 missing
D1025numeric2 unique values
0 missing
D1281numeric2 unique values
0 missing
D1537numeric2 unique values
0 missing
D2numeric1768 unique values
0 missing
D258numeric4 unique values
0 missing
D514numeric11 unique values
0 missing
D770numeric12 unique values
0 missing
D1026numeric2 unique values
0 missing
D1282numeric2 unique values
0 missing
D1538numeric2 unique values
0 missing
D3numeric15 unique values
0 missing
D259numeric4 unique values
0 missing
D515numeric20 unique values
0 missing
D771numeric11 unique values
0 missing
D1027numeric2 unique values
0 missing
D1283numeric2 unique values
0 missing
D1539numeric2 unique values
0 missing
D4numeric5 unique values
0 missing
D260numeric9 unique values
0 missing
D516numeric20 unique values
0 missing
D772numeric11 unique values
0 missing
D1028numeric2 unique values
0 missing
D1284numeric2 unique values
0 missing
D1540numeric2 unique values
0 missing
D5numeric2923 unique values
0 missing
D261numeric11 unique values
0 missing
D517numeric18 unique values
0 missing
D773numeric11 unique values
0 missing
D1029numeric2 unique values
0 missing
D1285numeric2 unique values
0 missing
D1541numeric2 unique values
0 missing
D6numeric3732 unique values
0 missing
D262numeric8 unique values
0 missing
D518numeric12 unique values
0 missing
D774numeric24 unique values
0 missing
D1030numeric2 unique values
0 missing
D1286numeric2 unique values
0 missing
D1542numeric2 unique values
0 missing
D7numeric3685 unique values
0 missing
D263numeric5 unique values
0 missing
D519numeric16 unique values
0 missing
D775numeric6 unique values
0 missing
D1031numeric2 unique values
0 missing
D1287numeric2 unique values
0 missing
D1543numeric2 unique values
0 missing
D8numeric3272 unique values
0 missing
D264numeric5 unique values
0 missing
D520numeric14 unique values
0 missing
D776numeric5 unique values
0 missing
D1032numeric2 unique values
0 missing
D1288numeric2 unique values
0 missing
D1544numeric2 unique values
0 missing
D9numeric3741 unique values
0 missing
D265numeric8 unique values
0 missing
D521numeric14 unique values
0 missing
D777numeric7 unique values
0 missing
D1033numeric2 unique values
0 missing
D1289numeric2 unique values
0 missing
D1545numeric2 unique values
0 missing
D10numeric3692 unique values
0 missing
D266numeric4 unique values
0 missing
D522numeric12 unique values
0 missing
D778numeric7 unique values
0 missing
D1034numeric2 unique values
0 missing
D1290numeric2 unique values
0 missing
D1546numeric2 unique values
0 missing
D11numeric265 unique values
0 missing
D267numeric4 unique values
0 missing
D523numeric3 unique values
0 missing
D779numeric6 unique values
0 missing
D1035numeric2 unique values
0 missing
D1291numeric2 unique values
0 missing
D1547numeric2 unique values
0 missing
D12numeric12 unique values
0 missing
D268numeric8 unique values
0 missing
D524numeric8 unique values
0 missing
D780numeric16 unique values
0 missing
D1036numeric2 unique values
0 missing
D1292numeric2 unique values
0 missing
D1548numeric2 unique values
0 missing
D13numeric20 unique values
0 missing
D269numeric4 unique values
0 missing
D525numeric9 unique values
0 missing
D781numeric4 unique values
0 missing
D1037numeric2 unique values
0 missing
D1293numeric2 unique values
0 missing
D1549numeric2 unique values
0 missing
D14numeric2390 unique values
0 missing
D270numeric5 unique values
0 missing
D526numeric11 unique values
0 missing
D782numeric6 unique values
0 missing
D1038numeric2 unique values
0 missing
D1294numeric2 unique values
0 missing
D1550numeric2 unique values
0 missing
D15numeric3682 unique values
0 missing
D271numeric3 unique values
0 missing
D527numeric11 unique values
0 missing
D783numeric4 unique values
0 missing
D1039numeric2 unique values
0 missing
D1295numeric2 unique values
0 missing
D1551numeric2 unique values
0 missing
D16numeric3166 unique values
0 missing
D272numeric5 unique values
0 missing
D528numeric13 unique values
0 missing
D784numeric4 unique values
0 missing
D1040numeric2 unique values
0 missing
D1296numeric2 unique values
0 missing
D1552numeric2 unique values
0 missing
D17numeric3749 unique values
0 missing
D273numeric4 unique values
0 missing
D529numeric9 unique values
0 missing
D785numeric4 unique values
0 missing
D1041numeric2 unique values
0 missing
D1297numeric2 unique values
0 missing
D1553numeric2 unique values
0 missing
D18numeric3212 unique values
0 missing
D274numeric3 unique values
0 missing
D530numeric8 unique values
0 missing
D786numeric7 unique values
0 missing
D1042numeric2 unique values
0 missing
D1298numeric2 unique values
0 missing
D1554numeric2 unique values
0 missing
D19numeric2134 unique values
0 missing
D275numeric3 unique values
0 missing
D531numeric10 unique values
0 missing
D787numeric5 unique values
0 missing
D1043numeric2 unique values
0 missing
D1299numeric2 unique values
0 missing
D1555numeric2 unique values
0 missing
D20numeric1531 unique values
0 missing
D276numeric5 unique values
0 missing
D532numeric9 unique values
0 missing
D788numeric5 unique values
0 missing
D1044numeric2 unique values
0 missing
D1300numeric2 unique values
0 missing
D1556numeric2 unique values
0 missing
D21numeric1033 unique values
0 missing
D277numeric5 unique values
0 missing
D533numeric10 unique values
0 missing
D789numeric5 unique values
0 missing
D1045numeric2 unique values
0 missing
D1301numeric2 unique values
0 missing
D1557numeric2 unique values
0 missing
D22numeric17 unique values
0 missing
D278numeric3 unique values
0 missing
D534numeric7 unique values
0 missing
D790numeric3 unique values
0 missing
D1046numeric2 unique values
0 missing
D1302numeric2 unique values
0 missing
D1558numeric2 unique values
0 missing
D23numeric2 unique values
0 missing
D279numeric3 unique values
0 missing
D535numeric7 unique values
0 missing
D791numeric7 unique values
0 missing
D1047numeric2 unique values
0 missing
D1303numeric2 unique values
0 missing
D1559numeric2 unique values
0 missing
D24numeric5 unique values
0 missing
D280numeric5 unique values
0 missing
D536numeric9 unique values
0 missing
D792numeric9 unique values
0 missing
D1048numeric2 unique values
0 missing
D1304numeric2 unique values
0 missing
D1560numeric2 unique values
0 missing
D25numeric2943 unique values
0 missing
D281numeric5 unique values
0 missing
D537numeric6 unique values
0 missing
D793numeric9 unique values
0 missing
D1049numeric2 unique values
0 missing
D1305numeric2 unique values
0 missing
D1561numeric2 unique values
0 missing
D26numeric3280 unique values
0 missing
D282numeric6 unique values
0 missing
D538numeric7 unique values
0 missing
D794numeric6 unique values
0 missing
D1050numeric2 unique values
0 missing
D1306numeric2 unique values
0 missing
D1562numeric2 unique values
0 missing
D27numeric2 unique values
0 missing
D283numeric5 unique values
0 missing
D539numeric8 unique values
0 missing
D795numeric9 unique values
0 missing
D1051numeric2 unique values
0 missing
D1307numeric2 unique values
0 missing
D1563numeric2 unique values
0 missing
D28numeric2 unique values
0 missing
D284numeric3 unique values
0 missing
D540numeric6 unique values
0 missing
D796numeric4 unique values
0 missing
D1052numeric2 unique values
0 missing
D1308numeric2 unique values
0 missing
D1564numeric2 unique values
0 missing
D29numeric7 unique values
0 missing
D285numeric3 unique values
0 missing
D541numeric7 unique values
0 missing
D797numeric6 unique values
0 missing
D1053numeric2 unique values
0 missing
D1309numeric2 unique values
0 missing
D1565numeric2 unique values
0 missing
D30numeric3671 unique values
0 missing
D286numeric3 unique values
0 missing
D542numeric9 unique values
0 missing
D798numeric6 unique values
0 missing
D1054numeric2 unique values
0 missing
D1310numeric2 unique values
0 missing
D1566numeric2 unique values
0 missing
D31numeric1325 unique values
0 missing
D287numeric3 unique values
0 missing
D543numeric4 unique values
0 missing
D799numeric4 unique values
0 missing
D1055numeric2 unique values
0 missing
D1311numeric2 unique values
0 missing
D1567numeric2 unique values
0 missing
D32numeric1141 unique values
0 missing
D288numeric6 unique values
0 missing
D544numeric8 unique values
0 missing
D800numeric4 unique values
0 missing
D1056numeric2 unique values
0 missing
D1312numeric2 unique values
0 missing
D1568numeric2 unique values
0 missing
D33numeric387 unique values
0 missing
D289numeric6 unique values
0 missing
D545numeric12 unique values
0 missing
D801numeric3 unique values
0 missing
D1057numeric2 unique values
0 missing
D1313numeric2 unique values
0 missing
D1569numeric2 unique values
0 missing
D34numeric161 unique values
0 missing
D290numeric4 unique values
0 missing
D546numeric12 unique values
0 missing
D802numeric28 unique values
0 missing
D1058numeric2 unique values
0 missing
D1314numeric2 unique values
0 missing
D1570numeric2 unique values
0 missing
D35numeric121 unique values
0 missing
D291numeric5 unique values
0 missing
D547numeric13 unique values
0 missing
D803numeric31 unique values
0 missing
D1059numeric2 unique values
0 missing
D1315numeric2 unique values
0 missing
D1571numeric2 unique values
0 missing
D36numeric72 unique values
0 missing
D292numeric3 unique values
0 missing
D548numeric12 unique values
0 missing
D804numeric3 unique values
0 missing
D1060numeric2 unique values
0 missing
D1316numeric2 unique values
0 missing
D1572numeric2 unique values
0 missing
D37numeric73 unique values
0 missing
D293numeric4 unique values
0 missing
D549numeric10 unique values
0 missing
D805numeric4 unique values
0 missing
D1061numeric2 unique values
0 missing
D1317numeric2 unique values
0 missing
D1573numeric2 unique values
0 missing
D38numeric647 unique values
0 missing
D294numeric5 unique values
0 missing
D550numeric12 unique values
0 missing
D806numeric10 unique values
0 missing
D1062numeric2 unique values
0 missing
D1318numeric2 unique values
0 missing
D1574numeric2 unique values
0 missing
D39numeric458 unique values
0 missing
D295numeric4 unique values
0 missing
D551numeric10 unique values
0 missing
D807numeric8 unique values
0 missing
D1063numeric2 unique values
0 missing
D1319numeric2 unique values
0 missing
D1575numeric2 unique values
0 missing
D40numeric74 unique values
0 missing
D296numeric9 unique values
0 missing
D552numeric8 unique values
0 missing
D808numeric9 unique values
0 missing
D1064numeric2 unique values
0 missing
D1320numeric2 unique values
0 missing
D1576numeric2 unique values
0 missing
D41numeric55 unique values
0 missing
D297numeric4 unique values
0 missing
D553numeric10 unique values
0 missing
D809numeric12 unique values
0 missing
D1065numeric2 unique values
0 missing
D1321numeric2 unique values
0 missing
D1577numeric2 unique values
0 missing
D42numeric70 unique values
0 missing
D298numeric6 unique values
0 missing
D554numeric11 unique values
0 missing
D810numeric16 unique values
0 missing
D1066numeric2 unique values
0 missing
D1322numeric2 unique values
0 missing
D1578numeric2 unique values
0 missing
D43numeric156 unique values
0 missing
D299numeric7 unique values
0 missing
D555numeric10 unique values
0 missing
D811numeric17 unique values
0 missing
D1067numeric2 unique values
0 missing
D1323numeric2 unique values
0 missing
D1579numeric2 unique values
0 missing
D44numeric200 unique values
0 missing
D300numeric6 unique values
0 missing
D556numeric17 unique values
0 missing
D812numeric12 unique values
0 missing
D1068numeric2 unique values
0 missing
D1324numeric2 unique values
0 missing
D1580numeric2 unique values
0 missing
D45numeric2610 unique values
0 missing
D301numeric5 unique values
0 missing
D557numeric15 unique values
0 missing
D813numeric14 unique values
0 missing
D1069numeric2 unique values
0 missing
D1325numeric2 unique values
0 missing
D1581numeric2 unique values
0 missing
D46numeric3334 unique values
0 missing
D302numeric3 unique values
0 missing
D558numeric17 unique values
0 missing
D814numeric11 unique values
0 missing
D1070numeric2 unique values
0 missing
D1326numeric2 unique values
0 missing
D1582numeric2 unique values
0 missing
D47numeric3131 unique values
0 missing
D303numeric3 unique values
0 missing
D559numeric15 unique values
0 missing
D815numeric11 unique values
0 missing
D1071numeric2 unique values
0 missing
D1327numeric2 unique values
0 missing
D1583numeric2 unique values
0 missing
D48numeric732 unique values
0 missing
D304numeric5 unique values
0 missing
D560numeric15 unique values
0 missing
D816numeric12 unique values
0 missing
D1072numeric2 unique values
0 missing
D1328numeric2 unique values
0 missing
D1584numeric2 unique values
0 missing
D49numeric345 unique values
0 missing
D305numeric4 unique values
0 missing
D561numeric16 unique values
0 missing
D817numeric11 unique values
0 missing
D1073numeric2 unique values
0 missing
D1329numeric2 unique values
0 missing
D1585numeric2 unique values
0 missing
D50numeric26 unique values
0 missing
D306numeric5 unique values
0 missing
D562numeric14 unique values
0 missing
D818numeric8 unique values
0 missing
D1074numeric2 unique values
0 missing
D1330numeric2 unique values
0 missing
D1586numeric2 unique values
0 missing
D51numeric2 unique values
0 missing
D307numeric4 unique values
0 missing
D563numeric14 unique values
0 missing
D819numeric11 unique values
0 missing
D1075numeric2 unique values
0 missing
D1331numeric2 unique values
0 missing
D1587numeric2 unique values
0 missing
D52numeric208 unique values
0 missing
D308numeric5 unique values
0 missing
D564numeric13 unique values
0 missing
D820numeric5 unique values
0 missing
D1076numeric2 unique values
0 missing
D1332numeric2 unique values
0 missing
D1588numeric2 unique values
0 missing
D53numeric202 unique values
0 missing
D309numeric5 unique values
0 missing
D565numeric10 unique values
0 missing
D821numeric4 unique values
0 missing
D1077numeric2 unique values
0 missing
D1333numeric2 unique values
0 missing
D1589numeric2 unique values
0 missing
D54numeric461 unique values
0 missing
D310numeric8 unique values
0 missing
D566numeric10 unique values
0 missing
D822numeric3 unique values
0 missing
D1078numeric2 unique values
0 missing
D1334numeric2 unique values
0 missing
D1590numeric2 unique values
0 missing
D55numeric356 unique values
0 missing
D311numeric10 unique values
0 missing
D567numeric19 unique values
0 missing
D823numeric2 unique values
0 missing
D1079numeric2 unique values
0 missing
D1335numeric2 unique values
0 missing
D1591numeric2 unique values
0 missing
D56numeric254 unique values
0 missing
D312numeric10 unique values
0 missing
D568numeric2 unique values
0 missing
D824numeric3 unique values
0 missing
D1080numeric2 unique values
0 missing
D1336numeric2 unique values
0 missing
D1592numeric2 unique values
0 missing
D57numeric108 unique values
0 missing
D313numeric9 unique values
0 missing
D569numeric8 unique values
0 missing
D825numeric3 unique values
0 missing
D1081numeric2 unique values
0 missing
D1337numeric2 unique values
0 missing
D1593numeric2 unique values
0 missing
D58numeric268 unique values
0 missing
D314numeric10 unique values
0 missing
D570numeric4 unique values
0 missing
D826numeric3 unique values
0 missing
D1082numeric2 unique values
0 missing
D1338numeric2 unique values
0 missing
D1594numeric2 unique values
0 missing
D59numeric24 unique values
0 missing
D315numeric12 unique values
0 missing
D571numeric3 unique values
0 missing
D827numeric5 unique values
0 missing
D1083numeric2 unique values
0 missing
D1339numeric2 unique values
0 missing
D1595numeric2 unique values
0 missing
D60numeric90 unique values
0 missing
D316numeric8 unique values
0 missing
D572numeric6 unique values
0 missing
D828numeric3 unique values
0 missing
D1084numeric2 unique values
0 missing
D1340numeric2 unique values
0 missing
D1596numeric2 unique values
0 missing
D61numeric649 unique values
0 missing
D317numeric3 unique values
0 missing
D573numeric6 unique values
0 missing
D829numeric4 unique values
0 missing
D1085numeric2 unique values
0 missing
D1341numeric2 unique values
0 missing
D1597numeric2 unique values
0 missing
D62numeric149 unique values
0 missing
D318numeric6 unique values
0 missing
D574numeric7 unique values
0 missing
D830numeric5 unique values
0 missing
D1086numeric2 unique values
0 missing
D1342numeric2 unique values
0 missing
D1598numeric2 unique values
0 missing
D63numeric322 unique values
0 missing
D319numeric7 unique values
0 missing
D575numeric6 unique values
0 missing
D831numeric5 unique values
0 missing
D1087numeric2 unique values
0 missing
D1343numeric2 unique values
0 missing
D1599numeric2 unique values
0 missing
D64numeric307 unique values
0 missing
D320numeric6 unique values
0 missing
D576numeric6 unique values
0 missing
D832numeric5 unique values
0 missing
D1088numeric2 unique values
0 missing
D1344numeric2 unique values
0 missing
D1600numeric2 unique values
0 missing
D65numeric513 unique values
0 missing
D321numeric4 unique values
0 missing
D577numeric6 unique values
0 missing
D833numeric6 unique values
0 missing
D1089numeric2 unique values
0 missing
D1345numeric2 unique values
0 missing
D1601numeric2 unique values
0 missing
D66numeric273 unique values
0 missing
D322numeric4 unique values
0 missing
D578numeric6 unique values
0 missing
D834numeric5 unique values
0 missing
D1090numeric2 unique values
0 missing
D1346numeric2 unique values
0 missing
D1602numeric2 unique values
0 missing
D67numeric432 unique values
0 missing
D323numeric6 unique values
0 missing
D579numeric5 unique values
0 missing
D835numeric5 unique values
0 missing
D1091numeric2 unique values
0 missing
D1347numeric2 unique values
0 missing
D1603numeric2 unique values
0 missing
D68numeric382 unique values
0 missing
D324numeric4 unique values
0 missing
D580numeric6 unique values
0 missing
D836numeric5 unique values
0 missing
D1092numeric2 unique values
0 missing
D1348numeric2 unique values
0 missing
D1604numeric2 unique values
0 missing
D69numeric989 unique values
0 missing
D325numeric5 unique values
0 missing
D581numeric5 unique values
0 missing
D837numeric4 unique values
0 missing
D1093numeric2 unique values
0 missing
D1349numeric2 unique values
0 missing
D1605numeric2 unique values
0 missing
D70numeric71 unique values
0 missing
D326numeric5 unique values
0 missing
D582numeric14 unique values
0 missing
D838numeric5 unique values
0 missing
D1094numeric2 unique values
0 missing
D1350numeric2 unique values
0 missing
D1606numeric2 unique values
0 missing
D71numeric213 unique values
0 missing
D327numeric3 unique values
0 missing
D583numeric23 unique values
0 missing
D839numeric5 unique values
0 missing
D1095numeric2 unique values
0 missing
D1351numeric2 unique values
0 missing
D1607numeric2 unique values
0 missing
D72numeric2 unique values
0 missing
D328numeric4 unique values
0 missing
D584numeric7 unique values
0 missing
D840numeric4 unique values
0 missing
D1096numeric2 unique values
0 missing
D1352numeric2 unique values
0 missing
D1608numeric2 unique values
0 missing
D73numeric42 unique values
0 missing
D329numeric5 unique values
0 missing
D585numeric10 unique values
0 missing
D841numeric7 unique values
0 missing
D1097numeric2 unique values
0 missing
D1353numeric2 unique values
0 missing
D1609numeric2 unique values
0 missing
D74numeric2217 unique values
0 missing
D330numeric4 unique values
0 missing
D586numeric13 unique values
0 missing
D842numeric11 unique values
0 missing
D1098numeric2 unique values
0 missing
D1354numeric2 unique values
0 missing
D1610numeric2 unique values
0 missing
D75numeric517 unique values
0 missing
D331numeric4 unique values
0 missing
D587numeric14 unique values
0 missing
D843numeric16 unique values
0 missing
D1099numeric2 unique values
0 missing
D1355numeric2 unique values
0 missing
D1611numeric2 unique values
0 missing
D76numeric475 unique values
0 missing
D332numeric4 unique values
0 missing
D588numeric14 unique values
0 missing
D844numeric8 unique values
0 missing
D1100numeric2 unique values
0 missing
D1356numeric2 unique values
0 missing
D1612numeric2 unique values
0 missing
D77numeric7 unique values
0 missing
D333numeric6 unique values
0 missing
D589numeric16 unique values
0 missing
D845numeric6 unique values
0 missing
D1101numeric2 unique values
0 missing
D1357numeric2 unique values
0 missing
D1613numeric2 unique values
0 missing
D78numeric46 unique values
0 missing
D334numeric7 unique values
0 missing
D590numeric11 unique values
0 missing
D846numeric7 unique values
0 missing
D1102numeric2 unique values
0 missing
D1358numeric2 unique values
0 missing
D1614numeric2 unique values
0 missing
D79numeric6 unique values
0 missing
D335numeric10 unique values
0 missing
D591numeric10 unique values
0 missing
D847numeric4 unique values
0 missing
D1103numeric2 unique values
0 missing
D1359numeric2 unique values
0 missing
D1615numeric2 unique values
0 missing
D80numeric1379 unique values
0 missing
D336numeric9 unique values
0 missing
D592numeric11 unique values
0 missing
D848numeric10 unique values
0 missing
D1104numeric2 unique values
0 missing
D1360numeric2 unique values
0 missing
D1616numeric2 unique values
0 missing
D81numeric4 unique values
0 missing
D337numeric10 unique values
0 missing
D593numeric12 unique values
0 missing
D849numeric8 unique values
0 missing
D1105numeric2 unique values
0 missing
D1361numeric2 unique values
0 missing
D1617numeric2 unique values
0 missing
D82numeric5 unique values
0 missing
D338numeric13 unique values
0 missing
D594numeric6 unique values
0 missing
D850numeric9 unique values
0 missing
D1106numeric2 unique values
0 missing
D1362numeric2 unique values
0 missing
D1618numeric2 unique values
0 missing
D83numeric10 unique values
0 missing
D339numeric12 unique values
0 missing
D595numeric9 unique values
0 missing
D851numeric7 unique values
0 missing
D1107numeric2 unique values
0 missing
D1363numeric2 unique values
0 missing
D1619numeric2 unique values
0 missing
D84numeric1347 unique values
0 missing
D340numeric10 unique values
0 missing
D596numeric7 unique values
0 missing
D852numeric7 unique values
0 missing
D1108numeric2 unique values
0 missing
D1364numeric2 unique values
0 missing
D1620numeric2 unique values
0 missing
D85numeric184 unique values
0 missing
D341numeric9 unique values
0 missing
D597numeric5 unique values
0 missing
D853numeric7 unique values
0 missing
D1109numeric2 unique values
0 missing
D1365numeric2 unique values
0 missing
D1621numeric2 unique values
0 missing
D86numeric1293 unique values
0 missing
D342numeric8 unique values
0 missing
D598numeric5 unique values
0 missing
D854numeric5 unique values
0 missing
D1110numeric2 unique values
0 missing
D1366numeric2 unique values
0 missing
D1622numeric2 unique values
0 missing
D87numeric586 unique values
0 missing
D343numeric8 unique values
0 missing
D599numeric4 unique values
0 missing
D855numeric7 unique values
0 missing
D1111numeric2 unique values
0 missing
D1367numeric2 unique values
0 missing
D1623numeric2 unique values
0 missing
D88numeric1446 unique values
0 missing
D344numeric7 unique values
0 missing
D600numeric3 unique values
0 missing
D856numeric10 unique values
0 missing
D1112numeric2 unique values
0 missing
D1368numeric2 unique values
0 missing
D1624numeric2 unique values
0 missing
D89numeric3658 unique values
0 missing
D345numeric9 unique values
0 missing
D601numeric4 unique values
0 missing
D857numeric7 unique values
0 missing
D1113numeric2 unique values
0 missing
D1369numeric2 unique values
0 missing
D1625numeric2 unique values
0 missing
D90numeric3356 unique values
0 missing
D346numeric4 unique values
0 missing
D602numeric3 unique values
0 missing
D858numeric2 unique values
0 missing
D1114numeric2 unique values
0 missing
D1370numeric2 unique values
0 missing
D1626numeric2 unique values
0 missing
D91numeric3372 unique values
0 missing
D347numeric5 unique values
0 missing
D603numeric4 unique values
0 missing
D859numeric6 unique values
0 missing
D1115numeric2 unique values
0 missing
D1371numeric2 unique values
0 missing
D1627numeric2 unique values
0 missing
D92numeric13 unique values
0 missing
D348numeric8 unique values
0 missing
D604numeric3 unique values
0 missing
D860numeric5 unique values
0 missing
D1116numeric2 unique values
0 missing
D1372numeric2 unique values
0 missing
D1628numeric2 unique values
0 missing
D93numeric15 unique values
0 missing
D349numeric9 unique values
0 missing
D605numeric4 unique values
0 missing
D861numeric4 unique values
0 missing
D1117numeric2 unique values
0 missing
D1373numeric2 unique values
0 missing
D1629numeric2 unique values
0 missing
D94numeric2 unique values
0 missing
D350numeric10 unique values
0 missing
D606numeric6 unique values
0 missing
D862numeric3 unique values
0 missing
D1118numeric2 unique values
0 missing
D1374numeric2 unique values
0 missing
D1630numeric2 unique values
0 missing
D95numeric1333 unique values
0 missing
D351numeric10 unique values
0 missing
D607numeric10 unique values
0 missing
D863numeric11 unique values
0 missing
D1119numeric2 unique values
0 missing
D1375numeric2 unique values
0 missing
D1631numeric2 unique values
0 missing
D96numeric25 unique values
0 missing
D352numeric9 unique values
0 missing
D608numeric10 unique values
0 missing
D864numeric11 unique values
0 missing
D1120numeric2 unique values
0 missing
D1376numeric2 unique values
0 missing
D1632numeric2 unique values
0 missing
D97numeric15 unique values
0 missing
D353numeric8 unique values
0 missing
D609numeric6 unique values
0 missing
D865numeric10 unique values
0 missing
D1121numeric2 unique values
0 missing
D1377numeric2 unique values
0 missing
D1633numeric2 unique values
0 missing
D98numeric5 unique values
0 missing
D354numeric7 unique values
0 missing
D610numeric7 unique values
0 missing
D866numeric9 unique values
0 missing
D1122numeric2 unique values
0 missing
D1378numeric2 unique values
0 missing
D1634numeric2 unique values
0 missing
D99numeric2455 unique values
0 missing
D355numeric7 unique values
0 missing
D611numeric6 unique values
0 missing
D867numeric10 unique values
0 missing
D1123numeric2 unique values
0 missing
D1379numeric2 unique values
0 missing
D1635numeric2 unique values
0 missing
D100numeric444 unique values
0 missing
D356numeric6 unique values
0 missing
D612numeric7 unique values
0 missing
D868numeric9 unique values
0 missing
D1124numeric2 unique values
0 missing
D1380numeric2 unique values
0 missing
D1636numeric2 unique values
0 missing
D101numeric447 unique values
0 missing
D357numeric6 unique values
0 missing
D613numeric7 unique values
0 missing
D869numeric8 unique values
0 missing
D1125numeric2 unique values
0 missing
D1381numeric2 unique values
0 missing
D1637numeric2 unique values
0 missing
D102numeric2900 unique values
0 missing
D358numeric5 unique values
0 missing
D614numeric5 unique values
0 missing
D870numeric6 unique values
0 missing
D1126numeric2 unique values
0 missing
D1382numeric2 unique values
0 missing
D1638numeric2 unique values
0 missing
D103numeric2980 unique values
0 missing
D359numeric5 unique values
0 missing
D615numeric5 unique values
0 missing
D871numeric5 unique values
0 missing
D1127numeric2 unique values
0 missing
D1383numeric2 unique values
0 missing
D1639numeric2 unique values
0 missing
D104numeric3613 unique values
0 missing
D360numeric7 unique values
0 missing
D616numeric3 unique values
0 missing
D872numeric4 unique values
0 missing
D1128numeric2 unique values
0 missing
D1384numeric2 unique values
0 missing
D1640numeric2 unique values
0 missing
D105numeric3640 unique values
0 missing
D361numeric8 unique values
0 missing
D617numeric5 unique values
0 missing
D873numeric10 unique values
0 missing
D1129numeric2 unique values
0 missing
D1385numeric2 unique values
0 missing
D1641numeric2 unique values
0 missing
D106numeric3638 unique values
0 missing
D362numeric5 unique values
0 missing
D618numeric5 unique values
0 missing
D874numeric5 unique values
0 missing
D1130numeric2 unique values
0 missing
D1386numeric2 unique values
0 missing
D1642numeric2 unique values
0 missing
D107numeric3595 unique values
0 missing
D363numeric6 unique values
0 missing
D619numeric5 unique values
0 missing
D875numeric4 unique values
0 missing
D1131numeric2 unique values
0 missing
D1387numeric2 unique values
0 missing
D1643numeric2 unique values
0 missing
D108numeric7 unique values
0 missing
D364numeric5 unique values
0 missing
D620numeric6 unique values
0 missing
D876numeric5 unique values
0 missing
D1132numeric2 unique values
0 missing
D1388numeric2 unique values
0 missing
D1644numeric2 unique values
0 missing
D109numeric6 unique values
0 missing
D365numeric5 unique values
0 missing
D621numeric11 unique values
0 missing
D877numeric5 unique values
0 missing
D1133numeric2 unique values
0 missing
D1389numeric2 unique values
0 missing
D1645numeric2 unique values
0 missing
D110numeric7 unique values
0 missing
D366numeric4 unique values
0 missing
D622numeric12 unique values
0 missing
D878numeric6 unique values
0 missing
D1134numeric2 unique values
0 missing
D1390numeric2 unique values
0 missing
D1646numeric2 unique values
0 missing
D111numeric7 unique values
0 missing
D367numeric5 unique values
0 missing
D623numeric9 unique values
0 missing
D879numeric4 unique values
0 missing
D1135numeric2 unique values
0 missing
D1391numeric2 unique values
0 missing
D1647numeric2 unique values
0 missing
D112numeric5 unique values
0 missing
D368numeric4 unique values
0 missing
D624numeric8 unique values
0 missing
D880numeric6 unique values
0 missing
D1136numeric2 unique values
0 missing
D1392numeric2 unique values
0 missing
D1648numeric2 unique values
0 missing
D113numeric6 unique values
0 missing
D369numeric4 unique values
0 missing
D625numeric10 unique values
0 missing
D881numeric11 unique values
0 missing
D1137numeric2 unique values
0 missing
D1393numeric2 unique values
0 missing
D1649numeric2 unique values
0 missing
D114numeric6 unique values
0 missing
D370numeric5 unique values
0 missing
D626numeric8 unique values
0 missing
D882numeric11 unique values
0 missing
D1138numeric2 unique values
0 missing
D1394numeric2 unique values
0 missing
D1650numeric2 unique values
0 missing
D115numeric6 unique values
0 missing
D371numeric3 unique values
0 missing
D627numeric9 unique values
0 missing
D883numeric10 unique values
0 missing
D1139numeric2 unique values
0 missing
D1395numeric2 unique values
0 missing
D1651numeric2 unique values
0 missing
D116numeric5 unique values
0 missing
D372numeric7 unique values
0 missing
D628numeric6 unique values
0 missing
D884numeric7 unique values
0 missing
D1140numeric2 unique values
0 missing
D1396numeric2 unique values
0 missing
D1652numeric2 unique values
0 missing
D117numeric746 unique values
0 missing
D373numeric9 unique values
0 missing
D629numeric7 unique values
0 missing
D885numeric7 unique values
0 missing
D1141numeric2 unique values
0 missing
D1397numeric2 unique values
0 missing
D1653numeric2 unique values
0 missing
D118numeric416 unique values
0 missing
D374numeric12 unique values
0 missing
D630numeric5 unique values
0 missing
D886numeric8 unique values
0 missing
D1142numeric2 unique values
0 missing
D1398numeric2 unique values
0 missing
D1654numeric2 unique values
0 missing
D119numeric542 unique values
0 missing
D375numeric10 unique values
0 missing
D631numeric4 unique values
0 missing
D887numeric4 unique values
0 missing
D1143numeric2 unique values
0 missing
D1399numeric2 unique values
0 missing
D1655numeric2 unique values
0 missing
D120numeric274 unique values
0 missing
D376numeric7 unique values
0 missing
D632numeric4 unique values
0 missing
D888numeric3 unique values
0 missing
D1144numeric2 unique values
0 missing
D1400numeric2 unique values
0 missing
D1656numeric2 unique values
0 missing
D121numeric304 unique values
0 missing
D377numeric9 unique values
0 missing
D633numeric4 unique values
0 missing
D889numeric24 unique values
0 missing
D1145numeric2 unique values
0 missing
D1401numeric2 unique values
0 missing
D1657numeric2 unique values
0 missing
D122numeric170 unique values
0 missing
D378numeric9 unique values
0 missing
D634numeric9 unique values
0 missing
D890numeric21 unique values
0 missing
D1146numeric2 unique values
0 missing
D1402numeric2 unique values
0 missing
D1658numeric2 unique values
0 missing
D123numeric199 unique values
0 missing
D379numeric8 unique values
0 missing
D635numeric4 unique values
0 missing
D891numeric15 unique values
0 missing
D1147numeric2 unique values
0 missing
D1403numeric2 unique values
0 missing
D1659numeric2 unique values
0 missing
D124numeric128 unique values
0 missing
D380numeric7 unique values
0 missing
D636numeric6 unique values
0 missing
D892numeric15 unique values
0 missing
D1148numeric2 unique values
0 missing
D1404numeric2 unique values
0 missing
D1660numeric2 unique values
0 missing
D125numeric80 unique values
0 missing
D381numeric6 unique values
0 missing
D637numeric6 unique values
0 missing
D893numeric11 unique values
0 missing
D1149numeric2 unique values
0 missing
D1405numeric2 unique values
0 missing
D1661numeric2 unique values
0 missing
D126numeric33 unique values
0 missing
D382numeric8 unique values
0 missing
D638numeric5 unique values
0 missing
D894numeric11 unique values
0 missing
D1150numeric2 unique values
0 missing
D1406numeric2 unique values
0 missing
D1662numeric2 unique values
0 missing
D127numeric7 unique values
0 missing
D383numeric6 unique values
0 missing
D639numeric7 unique values
0 missing
D895numeric10 unique values
0 missing
D1151numeric2 unique values
0 missing
D1407numeric2 unique values
0 missing
D1663numeric2 unique values
0 missing
D128numeric20 unique values
0 missing
D384numeric6 unique values
0 missing
D640numeric5 unique values
0 missing
D896numeric11 unique values
0 missing
D1152numeric2 unique values
0 missing
D1408numeric2 unique values
0 missing
D1664numeric2 unique values
0 missing
D129numeric14 unique values
0 missing
D385numeric6 unique values
0 missing
D641numeric4 unique values
0 missing
D897numeric10 unique values
0 missing
D1153numeric2 unique values
0 missing
D1409numeric2 unique values
0 missing
D1665numeric2 unique values
0 missing
D130numeric26 unique values
0 missing
D386numeric3 unique values
0 missing
D642numeric5 unique values
0 missing
D898numeric7 unique values
0 missing
D1154numeric2 unique values
0 missing
D1410numeric2 unique values
0 missing
D1666numeric2 unique values
0 missing
D131numeric32 unique values
0 missing
D387numeric4 unique values
0 missing
D643numeric4 unique values
0 missing
D899numeric14 unique values
0 missing
D1155numeric2 unique values
0 missing
D1411numeric2 unique values
0 missing
D1667numeric2 unique values
0 missing
D132numeric10 unique values
0 missing
D388numeric6 unique values
0 missing
D644numeric4 unique values
0 missing
D900numeric7 unique values
0 missing
D1156numeric2 unique values
0 missing
D1412numeric2 unique values
0 missing
D1668numeric2 unique values
0 missing
D133numeric11 unique values
0 missing
D389numeric5 unique values
0 missing
D645numeric4 unique values
0 missing
D901numeric8 unique values
0 missing
D1157numeric2 unique values
0 missing
D1413numeric2 unique values
0 missing
D1669numeric2 unique values
0 missing
D134numeric7 unique values
0 missing
D390numeric6 unique values
0 missing
D646numeric4 unique values
0 missing
D902numeric6 unique values
0 missing
D1158numeric2 unique values
0 missing
D1414numeric2 unique values
0 missing
D1670numeric2 unique values
0 missing
D135numeric13 unique values
0 missing
D391numeric9 unique values
0 missing
D647numeric5 unique values
0 missing
D903numeric7 unique values
0 missing
D1159numeric2 unique values
0 missing
D1415numeric2 unique values
0 missing
D1671numeric2 unique values
0 missing
D136numeric8 unique values
0 missing
D392numeric7 unique values
0 missing
D648numeric6 unique values
0 missing
D904numeric7 unique values
0 missing
D1160numeric2 unique values
0 missing
D1416numeric2 unique values
0 missing
D1672numeric2 unique values
0 missing
D137numeric14 unique values
0 missing
D393numeric7 unique values
0 missing
D649numeric11 unique values
0 missing
D905numeric6 unique values
0 missing
D1161numeric2 unique values
0 missing
D1417numeric2 unique values
0 missing
D1673numeric2 unique values
0 missing
D138numeric10 unique values
0 missing
D394numeric7 unique values
0 missing
D650numeric5 unique values
0 missing
D906numeric5 unique values
0 missing
D1162numeric2 unique values
0 missing
D1418numeric2 unique values
0 missing
D1674numeric2 unique values
0 missing
D139numeric27 unique values
0 missing
D395numeric5 unique values
0 missing
D651numeric6 unique values
0 missing
D907numeric7 unique values
0 missing
D1163numeric2 unique values
0 missing
D1419numeric2 unique values
0 missing
D1675numeric2 unique values
0 missing
D140numeric11 unique values
0 missing
D396numeric6 unique values
0 missing
D652numeric5 unique values
0 missing
D908numeric5 unique values
0 missing
D1164numeric2 unique values
0 missing
D1420numeric2 unique values
0 missing
D1676numeric2 unique values
0 missing
D141numeric11 unique values
0 missing
D397numeric6 unique values
0 missing
D653numeric9 unique values
0 missing
D909numeric5 unique values
0 missing
D1165numeric2 unique values
0 missing
D1421numeric2 unique values
0 missing
D1677numeric2 unique values
0 missing
D142numeric12 unique values
0 missing
D398numeric5 unique values
0 missing
D654numeric3 unique values
0 missing
D910numeric4 unique values
0 missing
D1166numeric2 unique values
0 missing
D1422numeric2 unique values
0 missing
D1678numeric2 unique values
0 missing
D143numeric21 unique values
0 missing
D399numeric10 unique values
0 missing
D655numeric4 unique values
0 missing
D911numeric73 unique values
0 missing
D1167numeric2 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
3751
Number of instances (rows) of the dataset.
NumberOfFeatures
1777
Number of attributes (columns) of the dataset.
NumberOfClasses
2
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
1776
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MajorityClassPercentage
54.23
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
0.16
Mean standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
REPTreeDepth2ErrRate
0.25
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
CfsSubsetEval_kNN1NKappa
0.47
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
kNN1NErrRate
0.27
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassSize
2034
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2KurtosisOfNumericAtts
43.17
Second quartile (Median) of kurtosis among attributes of the numeric type.
REPTreeDepth2Kappa
0.49
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
ClassEntropy
0.99
Entropy of the target attribute values.
kNN1NKappa
0.45
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2
Minimum kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
0.02
Second quartile (Median) of means among attributes of the numeric type.
REPTreeDepth3AUC
0.77
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpAUC
0.73
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxKurtosisOfNumericAtts
3751
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
0
Minimum of means among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
REPTreeDepth3ErrRate
0.25
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpErrRate
0.26
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxMeansOfNumericAtts
0.97
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
6.28
Second quartile (Median) of skewness among attributes of the numeric type.
REPTreeDepth3Kappa
0.49
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpKappa
0.47
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
2
The minimal number of distinct values among attributes of the nominal type.
PercentageOfBinaryFeatures
0.06
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.11
Second quartile (Median) of standard deviation of attributes of the numeric type.
RandomTreeDepth1AUC
0.68
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Dimensionality
0.47
Number of attributes divided by the number of instances.
MaxNominalAttDistinctValues
2
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-31.46
Minimum skewness among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
RandomTreeDepth1ErrRate
0.32
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MaxSkewnessOfNumericAtts
61.25
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
144.56
Third quartile of kurtosis among attributes of the numeric type.
AutoCorrelation
0.5
Average class difference between consecutive instances.
RandomTreeDepth1Kappa
0.35
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
J48.00001.AUC
0.7
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxStdDevOfNumericAtts
0.5
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
45.77
Percentage of instances belonging to the least frequent class.
PercentageOfNumericFeatures
99.94
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
0.1
Third quartile of means among attributes of the numeric type.
CfsSubsetEval_DecisionStumpAUC
0.76
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth2AUC
0.68
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.ErrRate
0.28
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
1717
Number of instances belonging to the least frequent class.
PercentageOfSymbolicFeatures
0.06
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
CfsSubsetEval_DecisionStumpErrRate
0.26
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth2ErrRate
0.32
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.Kappa
0.43
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MeanKurtosisOfNumericAtts
162.45
Mean kurtosis among attributes of the numeric type.
NaiveBayesAUC
0.72
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
10.53
Third quartile of skewness among attributes of the numeric type.
CfsSubsetEval_DecisionStumpKappa
0.47
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth2Kappa
0.35
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.0001.AUC
0.7
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMeansOfNumericAtts
0.09
Mean of means among attributes of the numeric type.
NaiveBayesErrRate
0.34
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1KurtosisOfNumericAtts
6.25
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.25
Third quartile of standard deviation of attributes of the numeric type.
CfsSubsetEval_NaiveBayesAUC
0.76
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3AUC
0.68
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.ErrRate
0.28
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
NaiveBayesKappa
0.3
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1MeansOfNumericAtts
0.01
First quartile of means among attributes of the numeric type.
REPTreeDepth1AUC
0.77
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesErrRate
0.26
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3ErrRate
0.32
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.Kappa
0.43
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
NumberOfBinaryFeatures
1
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
REPTreeDepth1ErrRate
0.25
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesKappa
0.47
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3Kappa
0.35
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.001.AUC
0.7
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanNominalAttDistinctValues
2
Average number of distinct values among the attributes of the nominal type.
Quartile1SkewnessOfNumericAtts
2.48
First quartile of skewness among attributes of the numeric type.
REPTreeDepth1Kappa
0.49
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_kNN1NAUC
0.76
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
StdvNominalAttDistinctValues
0
Standard deviation of the number of distinct values among attributes of the nominal type.
J48.001.ErrRate
0.28
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001
J48.001.Kappa
0.43
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanSkewnessOfNumericAtts
8.21
Mean skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.05
First quartile of standard deviation of attributes of the numeric type.
REPTreeDepth2AUC
0.77
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2
CfsSubsetEval_kNN1NErrRate
0.26
Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
kNN1NAUC
0.72
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
Show all 107 properties

31 tasks

Supervised Classification on Bioresponse
19049 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: target
Supervised Classification on Bioresponse
17585 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: target
Supervised Classification on Bioresponse
9368 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: area_under_roc_curve - target_feature: target
Supervised Classification on Bioresponse
1 runs - estimation_procedure: 5 times 2-fold Crossvalidation - target_feature: target
Supervised Classification on Bioresponse
0 runs - estimation_procedure: 33% Holdout set - target_feature: target
Supervised Classification on Bioresponse
0 runs - estimation_procedure: 10 times 10-fold Crossvalidation - target_feature: target
Supervised Classification on Bioresponse
0 runs - estimation_procedure: 33% Holdout set - evaluation_measure: predictive_accuracy - target_feature: target
Supervised Classification on Bioresponse
0 runs - estimation_procedure: 4-fold Crossvalidation - target_feature: target
Supervised Classification on Bioresponse
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: target
Supervised Classification on Bioresponse
0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: classification problem
Learning Curve on Bioresponse
82 runs - estimation_procedure: 10-fold Learning Curve - target_feature: target
Clustering on Bioresponse
0 runs - estimation_procedure: 50 times Clustering
Clustering on Bioresponse
0 runs - estimation_procedure: 50 times Clustering
Clustering on Bioresponse
0 runs - estimation_procedure: 50 times Clustering
Clustering on Bioresponse
0 runs - estimation_procedure: 50 times Clustering
Clustering on Bioresponse
0 runs - estimation_procedure: 50 times Clustering
Clustering on Bioresponse
0 runs - estimation_procedure: 50 times Clustering
Clustering on Bioresponse
0 runs
Clustering on Bioresponse
0 runs - target_feature: target
Clustering on Bioresponse
0 runs - estimation_procedure: 50 times Clustering
Clustering on Bioresponse
0 runs - estimation_procedure: 50 times Clustering
Clustering on Bioresponse
0 runs - estimation_procedure: 50 times Clustering
Clustering on Bioresponse
0 runs - estimation_procedure: 50 times Clustering
Subgroup Discovery on Bioresponse
1298 runs - target_feature: target
Subgroup Discovery on Bioresponse
1297 runs - target_feature: target
Subgroup Discovery on Bioresponse
0 runs - target_feature: target
Subgroup Discovery on Bioresponse
0 runs - target_feature: target
Subgroup Discovery on Bioresponse
0 runs - target_feature: target
Subgroup Discovery on Bioresponse
0 runs - target_feature: target
Subgroup Discovery on Bioresponse
0 runs - target_feature: target
Subgroup Discovery on Bioresponse
0 runs - target_feature: target
Define a new task