Data
hiva_agnostic

hiva_agnostic

active ARFF Publicly available Visibility: public Uploaded 06-10-2014 by Joaquin Vanschoren
1 likes downloaded by 11 people , 11 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
Author: Source: Unknown - Date unknown Please cite: Datasets from the Agnostic Learning vs. Prior Knowledge Challenge (http://www.agnostic.inf.ethz.ch) Dataset from: http://www.agnostic.inf.ethz.ch/datasets.php Modified by TunedIT (converted to ARFF format) HIVA is the HIV infection database The task of HIVA is to predict which compounds are active against the AIDS HIV infection. The original data has 3 classes (active, moderately active, and inactive). We brought it back to a two-class classification problem (active vs. inactive). We represented the data as 2000 sparse binary input variables. The variables represent properties of the molecule inferred from its structure. The problem is therefore to relate structure to activity (a QSAR=quantitative structure-activity relationship problem) to screen new compounds before actually testing them (a HTS=high-throughput screening problem.) Data type: non-sparse Number of features: 1617 Number of examples and check-sum: Pos_ex Neg_ex Tot_ex Check_sum Train 135 3710 3845 564954.00 Valid 14 370 384 56056.00 This dataset contains samples from both training and validation datasets.

1618 features

label (target)nominal2 unique values
0 missing
attr0numeric2 unique values
0 missing
attr256numeric2 unique values
0 missing
attr512numeric2 unique values
0 missing
attr768numeric2 unique values
0 missing
attr1024numeric2 unique values
0 missing
attr1280numeric2 unique values
0 missing
attr1536numeric2 unique values
0 missing
attr1numeric2 unique values
0 missing
attr257numeric2 unique values
0 missing
attr513numeric2 unique values
0 missing
attr769numeric2 unique values
0 missing
attr1025numeric2 unique values
0 missing
attr1281numeric2 unique values
0 missing
attr1537numeric2 unique values
0 missing
attr2numeric2 unique values
0 missing
attr258numeric2 unique values
0 missing
attr514numeric2 unique values
0 missing
attr770numeric2 unique values
0 missing
attr1026numeric2 unique values
0 missing
attr1282numeric2 unique values
0 missing
attr1538numeric2 unique values
0 missing
attr3numeric2 unique values
0 missing
attr259numeric2 unique values
0 missing
attr515numeric2 unique values
0 missing
attr771numeric2 unique values
0 missing
attr1027numeric2 unique values
0 missing
attr1283numeric2 unique values
0 missing
attr1539numeric2 unique values
0 missing
attr4numeric2 unique values
0 missing
attr260numeric2 unique values
0 missing
attr516numeric2 unique values
0 missing
attr772numeric2 unique values
0 missing
attr1028numeric2 unique values
0 missing
attr1284numeric2 unique values
0 missing
attr1540numeric2 unique values
0 missing
attr5numeric2 unique values
0 missing
attr261numeric2 unique values
0 missing
attr517numeric2 unique values
0 missing
attr773numeric2 unique values
0 missing
attr1029numeric2 unique values
0 missing
attr1285numeric2 unique values
0 missing
attr1541numeric2 unique values
0 missing
attr6numeric2 unique values
0 missing
attr262numeric2 unique values
0 missing
attr518numeric2 unique values
0 missing
attr774numeric2 unique values
0 missing
attr1030numeric2 unique values
0 missing
attr1286numeric2 unique values
0 missing
attr1542numeric2 unique values
0 missing
attr7numeric2 unique values
0 missing
attr263numeric2 unique values
0 missing
attr519numeric2 unique values
0 missing
attr775numeric2 unique values
0 missing
attr1031numeric2 unique values
0 missing
attr1287numeric2 unique values
0 missing
attr1543numeric2 unique values
0 missing
attr8numeric2 unique values
0 missing
attr264numeric2 unique values
0 missing
attr520numeric2 unique values
0 missing
attr776numeric2 unique values
0 missing
attr1032numeric2 unique values
0 missing
attr1288numeric2 unique values
0 missing
attr1544numeric2 unique values
0 missing
attr9numeric2 unique values
0 missing
attr265numeric2 unique values
0 missing
attr521numeric2 unique values
0 missing
attr777numeric2 unique values
0 missing
attr1033numeric2 unique values
0 missing
attr1289numeric2 unique values
0 missing
attr1545numeric2 unique values
0 missing
attr10numeric2 unique values
0 missing
attr266numeric2 unique values
0 missing
attr522numeric2 unique values
0 missing
attr778numeric2 unique values
0 missing
attr1034numeric2 unique values
0 missing
attr1290numeric2 unique values
0 missing
attr1546numeric2 unique values
0 missing
attr11numeric2 unique values
0 missing
attr267numeric2 unique values
0 missing
attr523numeric2 unique values
0 missing
attr779numeric2 unique values
0 missing
attr1035numeric2 unique values
0 missing
attr1291numeric2 unique values
0 missing
attr1547numeric2 unique values
0 missing
attr12numeric2 unique values
0 missing
attr268numeric2 unique values
0 missing
attr524numeric2 unique values
0 missing
attr780numeric2 unique values
0 missing
attr1036numeric2 unique values
0 missing
attr1292numeric2 unique values
0 missing
attr1548numeric2 unique values
0 missing
attr13numeric2 unique values
0 missing
attr269numeric2 unique values
0 missing
attr525numeric2 unique values
0 missing
attr781numeric2 unique values
0 missing
attr1037numeric2 unique values
0 missing
attr1293numeric2 unique values
0 missing
attr1549numeric2 unique values
0 missing
attr14numeric2 unique values
0 missing
attr270numeric2 unique values
0 missing
attr526numeric2 unique values
0 missing
attr782numeric2 unique values
0 missing
attr1038numeric2 unique values
0 missing
attr1294numeric2 unique values
0 missing
attr1550numeric2 unique values
0 missing
attr15numeric2 unique values
0 missing
attr271numeric2 unique values
0 missing
attr527numeric2 unique values
0 missing
attr783numeric2 unique values
0 missing
attr1039numeric2 unique values
0 missing
attr1295numeric2 unique values
0 missing
attr1551numeric2 unique values
0 missing
attr16numeric2 unique values
0 missing
attr272numeric2 unique values
0 missing
attr528numeric2 unique values
0 missing
attr784numeric2 unique values
0 missing
attr1040numeric2 unique values
0 missing
attr1296numeric2 unique values
0 missing
attr1552numeric2 unique values
0 missing
attr17numeric2 unique values
0 missing
attr273numeric2 unique values
0 missing
attr529numeric2 unique values
0 missing
attr785numeric2 unique values
0 missing
attr1041numeric2 unique values
0 missing
attr1297numeric2 unique values
0 missing
attr1553numeric2 unique values
0 missing
attr18numeric2 unique values
0 missing
attr274numeric2 unique values
0 missing
attr530numeric2 unique values
0 missing
attr786numeric2 unique values
0 missing
attr1042numeric2 unique values
0 missing
attr1298numeric2 unique values
0 missing
attr1554numeric2 unique values
0 missing
attr19numeric2 unique values
0 missing
attr275numeric2 unique values
0 missing
attr531numeric2 unique values
0 missing
attr787numeric2 unique values
0 missing
attr1043numeric2 unique values
0 missing
attr1299numeric2 unique values
0 missing
attr1555numeric2 unique values
0 missing
attr20numeric2 unique values
0 missing
attr276numeric2 unique values
0 missing
attr532numeric2 unique values
0 missing
attr788numeric2 unique values
0 missing
attr1044numeric2 unique values
0 missing
attr1300numeric2 unique values
0 missing
attr1556numeric2 unique values
0 missing
attr21numeric2 unique values
0 missing
attr277numeric2 unique values
0 missing
attr533numeric2 unique values
0 missing
attr789numeric2 unique values
0 missing
attr1045numeric2 unique values
0 missing
attr1301numeric2 unique values
0 missing
attr1557numeric2 unique values
0 missing
attr22numeric2 unique values
0 missing
attr278numeric2 unique values
0 missing
attr534numeric2 unique values
0 missing
attr790numeric2 unique values
0 missing
attr1046numeric2 unique values
0 missing
attr1302numeric2 unique values
0 missing
attr1558numeric2 unique values
0 missing
attr23numeric2 unique values
0 missing
attr279numeric2 unique values
0 missing
attr535numeric2 unique values
0 missing
attr791numeric2 unique values
0 missing
attr1047numeric2 unique values
0 missing
attr1303numeric2 unique values
0 missing
attr1559numeric2 unique values
0 missing
attr24numeric2 unique values
0 missing
attr280numeric2 unique values
0 missing
attr536numeric2 unique values
0 missing
attr792numeric2 unique values
0 missing
attr1048numeric2 unique values
0 missing
attr1304numeric2 unique values
0 missing
attr1560numeric2 unique values
0 missing
attr25numeric2 unique values
0 missing
attr281numeric2 unique values
0 missing
attr537numeric2 unique values
0 missing
attr793numeric2 unique values
0 missing
attr1049numeric2 unique values
0 missing
attr1305numeric2 unique values
0 missing
attr1561numeric2 unique values
0 missing
attr26numeric2 unique values
0 missing
attr282numeric2 unique values
0 missing
attr538numeric2 unique values
0 missing
attr794numeric2 unique values
0 missing
attr1050numeric2 unique values
0 missing
attr1306numeric2 unique values
0 missing
attr1562numeric2 unique values
0 missing
attr27numeric2 unique values
0 missing
attr283numeric2 unique values
0 missing
attr539numeric2 unique values
0 missing
attr795numeric2 unique values
0 missing
attr1051numeric2 unique values
0 missing
attr1307numeric2 unique values
0 missing
attr1563numeric2 unique values
0 missing
attr28numeric2 unique values
0 missing
attr284numeric2 unique values
0 missing
attr540numeric2 unique values
0 missing
attr796numeric2 unique values
0 missing
attr1052numeric2 unique values
0 missing
attr1308numeric2 unique values
0 missing
attr1564numeric2 unique values
0 missing
attr29numeric2 unique values
0 missing
attr285numeric2 unique values
0 missing
attr541numeric2 unique values
0 missing
attr797numeric2 unique values
0 missing
attr1053numeric2 unique values
0 missing
attr1309numeric2 unique values
0 missing
attr1565numeric2 unique values
0 missing
attr30numeric2 unique values
0 missing
attr286numeric2 unique values
0 missing
attr542numeric2 unique values
0 missing
attr798numeric2 unique values
0 missing
attr1054numeric2 unique values
0 missing
attr1310numeric2 unique values
0 missing
attr1566numeric2 unique values
0 missing
attr31numeric2 unique values
0 missing
attr287numeric2 unique values
0 missing
attr543numeric2 unique values
0 missing
attr799numeric2 unique values
0 missing
attr1055numeric2 unique values
0 missing
attr1311numeric2 unique values
0 missing
attr1567numeric2 unique values
0 missing
attr32numeric2 unique values
0 missing
attr288numeric2 unique values
0 missing
attr544numeric2 unique values
0 missing
attr800numeric2 unique values
0 missing
attr1056numeric2 unique values
0 missing
attr1312numeric2 unique values
0 missing
attr1568numeric2 unique values
0 missing
attr33numeric2 unique values
0 missing
attr289numeric2 unique values
0 missing
attr545numeric2 unique values
0 missing
attr801numeric2 unique values
0 missing
attr1057numeric2 unique values
0 missing
attr1313numeric2 unique values
0 missing
attr1569numeric2 unique values
0 missing
attr34numeric2 unique values
0 missing
attr290numeric2 unique values
0 missing
attr546numeric2 unique values
0 missing
attr802numeric2 unique values
0 missing
attr1058numeric2 unique values
0 missing
attr1314numeric2 unique values
0 missing
attr1570numeric2 unique values
0 missing
attr35numeric2 unique values
0 missing
attr291numeric2 unique values
0 missing
attr547numeric2 unique values
0 missing
attr803numeric2 unique values
0 missing
attr1059numeric2 unique values
0 missing
attr1315numeric2 unique values
0 missing
attr1571numeric2 unique values
0 missing
attr36numeric2 unique values
0 missing
attr292numeric2 unique values
0 missing
attr548numeric2 unique values
0 missing
attr804numeric2 unique values
0 missing
attr1060numeric2 unique values
0 missing
attr1316numeric2 unique values
0 missing
attr1572numeric2 unique values
0 missing
attr37numeric2 unique values
0 missing
attr293numeric2 unique values
0 missing
attr549numeric2 unique values
0 missing
attr805numeric2 unique values
0 missing
attr1061numeric2 unique values
0 missing
attr1317numeric2 unique values
0 missing
attr1573numeric2 unique values
0 missing
attr38numeric2 unique values
0 missing
attr294numeric2 unique values
0 missing
attr550numeric2 unique values
0 missing
attr806numeric2 unique values
0 missing
attr1062numeric2 unique values
0 missing
attr1318numeric2 unique values
0 missing
attr1574numeric2 unique values
0 missing
attr39numeric2 unique values
0 missing
attr295numeric2 unique values
0 missing
attr551numeric2 unique values
0 missing
attr807numeric2 unique values
0 missing
attr1063numeric2 unique values
0 missing
attr1319numeric2 unique values
0 missing
attr1575numeric2 unique values
0 missing
attr40numeric2 unique values
0 missing
attr296numeric2 unique values
0 missing
attr552numeric2 unique values
0 missing
attr808numeric2 unique values
0 missing
attr1064numeric2 unique values
0 missing
attr1320numeric2 unique values
0 missing
attr1576numeric2 unique values
0 missing
attr41numeric2 unique values
0 missing
attr297numeric2 unique values
0 missing
attr553numeric2 unique values
0 missing
attr809numeric2 unique values
0 missing
attr1065numeric2 unique values
0 missing
attr1321numeric2 unique values
0 missing
attr1577numeric2 unique values
0 missing
attr42numeric2 unique values
0 missing
attr298numeric2 unique values
0 missing
attr554numeric2 unique values
0 missing
attr810numeric2 unique values
0 missing
attr1066numeric2 unique values
0 missing
attr1322numeric2 unique values
0 missing
attr1578numeric2 unique values
0 missing
attr43numeric2 unique values
0 missing
attr299numeric2 unique values
0 missing
attr555numeric2 unique values
0 missing
attr811numeric2 unique values
0 missing
attr1067numeric2 unique values
0 missing
attr1323numeric2 unique values
0 missing
attr1579numeric2 unique values
0 missing
attr44numeric2 unique values
0 missing
attr300numeric2 unique values
0 missing
attr556numeric2 unique values
0 missing
attr812numeric2 unique values
0 missing
attr1068numeric2 unique values
0 missing
attr1324numeric2 unique values
0 missing
attr1580numeric2 unique values
0 missing
attr45numeric2 unique values
0 missing
attr301numeric2 unique values
0 missing
attr557numeric2 unique values
0 missing
attr813numeric2 unique values
0 missing
attr1069numeric2 unique values
0 missing
attr1325numeric2 unique values
0 missing
attr1581numeric2 unique values
0 missing
attr46numeric2 unique values
0 missing
attr302numeric2 unique values
0 missing
attr558numeric2 unique values
0 missing
attr814numeric2 unique values
0 missing
attr1070numeric2 unique values
0 missing
attr1326numeric2 unique values
0 missing
attr1582numeric2 unique values
0 missing
attr47numeric2 unique values
0 missing
attr303numeric2 unique values
0 missing
attr559numeric2 unique values
0 missing
attr815numeric2 unique values
0 missing
attr1071numeric2 unique values
0 missing
attr1327numeric2 unique values
0 missing
attr1583numeric2 unique values
0 missing
attr48numeric2 unique values
0 missing
attr304numeric2 unique values
0 missing
attr560numeric2 unique values
0 missing
attr816numeric2 unique values
0 missing
attr1072numeric2 unique values
0 missing
attr1328numeric2 unique values
0 missing
attr1584numeric2 unique values
0 missing
attr49numeric2 unique values
0 missing
attr305numeric2 unique values
0 missing
attr561numeric2 unique values
0 missing
attr817numeric2 unique values
0 missing
attr1073numeric2 unique values
0 missing
attr1329numeric2 unique values
0 missing
attr1585numeric2 unique values
0 missing
attr50numeric2 unique values
0 missing
attr306numeric2 unique values
0 missing
attr562numeric2 unique values
0 missing
attr818numeric2 unique values
0 missing
attr1074numeric2 unique values
0 missing
attr1330numeric2 unique values
0 missing
attr1586numeric2 unique values
0 missing
attr51numeric2 unique values
0 missing
attr307numeric2 unique values
0 missing
attr563numeric2 unique values
0 missing
attr819numeric2 unique values
0 missing
attr1075numeric2 unique values
0 missing
attr1331numeric2 unique values
0 missing
attr1587numeric2 unique values
0 missing
attr52numeric2 unique values
0 missing
attr308numeric2 unique values
0 missing
attr564numeric2 unique values
0 missing
attr820numeric2 unique values
0 missing
attr1076numeric2 unique values
0 missing
attr1332numeric2 unique values
0 missing
attr1588numeric2 unique values
0 missing
attr53numeric2 unique values
0 missing
attr309numeric2 unique values
0 missing
attr565numeric2 unique values
0 missing
attr821numeric2 unique values
0 missing
attr1077numeric2 unique values
0 missing
attr1333numeric2 unique values
0 missing
attr1589numeric2 unique values
0 missing
attr54numeric2 unique values
0 missing
attr310numeric2 unique values
0 missing
attr566numeric2 unique values
0 missing
attr822numeric2 unique values
0 missing
attr1078numeric2 unique values
0 missing
attr1334numeric2 unique values
0 missing
attr1590numeric2 unique values
0 missing
attr55numeric2 unique values
0 missing
attr311numeric2 unique values
0 missing
attr567numeric2 unique values
0 missing
attr823numeric2 unique values
0 missing
attr1079numeric2 unique values
0 missing
attr1335numeric2 unique values
0 missing
attr1591numeric2 unique values
0 missing
attr56numeric2 unique values
0 missing
attr312numeric2 unique values
0 missing
attr568numeric2 unique values
0 missing
attr824numeric2 unique values
0 missing
attr1080numeric2 unique values
0 missing
attr1336numeric2 unique values
0 missing
attr1592numeric2 unique values
0 missing
attr57numeric2 unique values
0 missing
attr313numeric2 unique values
0 missing
attr569numeric2 unique values
0 missing
attr825numeric2 unique values
0 missing
attr1081numeric2 unique values
0 missing
attr1337numeric2 unique values
0 missing
attr1593numeric2 unique values
0 missing
attr58numeric2 unique values
0 missing
attr314numeric2 unique values
0 missing
attr570numeric2 unique values
0 missing
attr826numeric2 unique values
0 missing
attr1082numeric2 unique values
0 missing
attr1338numeric2 unique values
0 missing
attr1594numeric2 unique values
0 missing
attr59numeric2 unique values
0 missing
attr315numeric2 unique values
0 missing
attr571numeric2 unique values
0 missing
attr827numeric2 unique values
0 missing
attr1083numeric2 unique values
0 missing
attr1339numeric2 unique values
0 missing
attr1595numeric2 unique values
0 missing
attr60numeric2 unique values
0 missing
attr316numeric2 unique values
0 missing
attr572numeric2 unique values
0 missing
attr828numeric2 unique values
0 missing
attr1084numeric2 unique values
0 missing
attr1340numeric2 unique values
0 missing
attr1596numeric2 unique values
0 missing
attr61numeric2 unique values
0 missing
attr317numeric2 unique values
0 missing
attr573numeric2 unique values
0 missing
attr829numeric2 unique values
0 missing
attr1085numeric2 unique values
0 missing
attr1341numeric2 unique values
0 missing
attr1597numeric2 unique values
0 missing
attr62numeric2 unique values
0 missing
attr318numeric2 unique values
0 missing
attr574numeric2 unique values
0 missing
attr830numeric2 unique values
0 missing
attr1086numeric2 unique values
0 missing
attr1342numeric2 unique values
0 missing
attr1598numeric2 unique values
0 missing
attr63numeric2 unique values
0 missing
attr319numeric2 unique values
0 missing
attr575numeric2 unique values
0 missing
attr831numeric2 unique values
0 missing
attr1087numeric2 unique values
0 missing
attr1343numeric2 unique values
0 missing
attr1599numeric2 unique values
0 missing
attr64numeric2 unique values
0 missing
attr320numeric2 unique values
0 missing
attr576numeric2 unique values
0 missing
attr832numeric2 unique values
0 missing
attr1088numeric2 unique values
0 missing
attr1344numeric2 unique values
0 missing
attr1600numeric2 unique values
0 missing
attr65numeric2 unique values
0 missing
attr321numeric2 unique values
0 missing
attr577numeric2 unique values
0 missing
attr833numeric2 unique values
0 missing
attr1089numeric2 unique values
0 missing
attr1345numeric2 unique values
0 missing
attr1601numeric2 unique values
0 missing
attr66numeric2 unique values
0 missing
attr322numeric2 unique values
0 missing
attr578numeric2 unique values
0 missing
attr834numeric2 unique values
0 missing
attr1090numeric2 unique values
0 missing
attr1346numeric2 unique values
0 missing
attr1602numeric2 unique values
0 missing
attr67numeric2 unique values
0 missing
attr323numeric2 unique values
0 missing
attr579numeric2 unique values
0 missing
attr835numeric2 unique values
0 missing
attr1091numeric2 unique values
0 missing
attr1347numeric2 unique values
0 missing
attr1603numeric2 unique values
0 missing
attr68numeric2 unique values
0 missing
attr324numeric2 unique values
0 missing
attr580numeric2 unique values
0 missing
attr836numeric2 unique values
0 missing
attr1092numeric2 unique values
0 missing
attr1348numeric2 unique values
0 missing
attr1604numeric2 unique values
0 missing
attr69numeric2 unique values
0 missing
attr325numeric2 unique values
0 missing
attr581numeric2 unique values
0 missing
attr837numeric2 unique values
0 missing
attr1093numeric2 unique values
0 missing
attr1349numeric2 unique values
0 missing
attr1605numeric2 unique values
0 missing
attr70numeric2 unique values
0 missing
attr326numeric2 unique values
0 missing
attr582numeric2 unique values
0 missing
attr838numeric2 unique values
0 missing
attr1094numeric2 unique values
0 missing
attr1350numeric2 unique values
0 missing
attr1606numeric2 unique values
0 missing
attr71numeric2 unique values
0 missing
attr327numeric2 unique values
0 missing
attr583numeric2 unique values
0 missing
attr839numeric2 unique values
0 missing
attr1095numeric2 unique values
0 missing
attr1351numeric2 unique values
0 missing
attr1607numeric2 unique values
0 missing
attr72numeric2 unique values
0 missing
attr328numeric2 unique values
0 missing
attr584numeric2 unique values
0 missing
attr840numeric2 unique values
0 missing
attr1096numeric2 unique values
0 missing
attr1352numeric2 unique values
0 missing
attr1608numeric2 unique values
0 missing
attr73numeric2 unique values
0 missing
attr329numeric2 unique values
0 missing
attr585numeric2 unique values
0 missing
attr841numeric2 unique values
0 missing
attr1097numeric2 unique values
0 missing
attr1353numeric2 unique values
0 missing
attr1609numeric2 unique values
0 missing
attr74numeric2 unique values
0 missing
attr330numeric2 unique values
0 missing
attr586numeric2 unique values
0 missing
attr842numeric2 unique values
0 missing
attr1098numeric2 unique values
0 missing
attr1354numeric2 unique values
0 missing
attr1610numeric2 unique values
0 missing
attr75numeric2 unique values
0 missing
attr331numeric2 unique values
0 missing
attr587numeric2 unique values
0 missing
attr843numeric2 unique values
0 missing
attr1099numeric2 unique values
0 missing
attr1355numeric2 unique values
0 missing
attr1611numeric2 unique values
0 missing
attr76numeric2 unique values
0 missing
attr332numeric2 unique values
0 missing
attr588numeric2 unique values
0 missing
attr844numeric2 unique values
0 missing
attr1100numeric2 unique values
0 missing
attr1356numeric2 unique values
0 missing
attr1612numeric2 unique values
0 missing
attr77numeric2 unique values
0 missing
attr333numeric2 unique values
0 missing
attr589numeric2 unique values
0 missing
attr845numeric2 unique values
0 missing
attr1101numeric2 unique values
0 missing
attr1357numeric2 unique values
0 missing
attr1613numeric2 unique values
0 missing
attr78numeric2 unique values
0 missing
attr334numeric2 unique values
0 missing
attr590numeric2 unique values
0 missing
attr846numeric2 unique values
0 missing
attr1102numeric2 unique values
0 missing
attr1358numeric2 unique values
0 missing
attr1614numeric2 unique values
0 missing
attr79numeric2 unique values
0 missing
attr335numeric2 unique values
0 missing
attr591numeric2 unique values
0 missing
attr847numeric2 unique values
0 missing
attr1103numeric2 unique values
0 missing
attr1359numeric2 unique values
0 missing
attr1615numeric2 unique values
0 missing
attr80numeric2 unique values
0 missing
attr336numeric2 unique values
0 missing
attr592numeric2 unique values
0 missing
attr848numeric2 unique values
0 missing
attr1104numeric2 unique values
0 missing
attr1360numeric2 unique values
0 missing
attr1616numeric2 unique values
0 missing
attr81numeric2 unique values
0 missing
attr337numeric2 unique values
0 missing
attr593numeric2 unique values
0 missing
attr849numeric2 unique values
0 missing
attr1105numeric2 unique values
0 missing
attr1361numeric2 unique values
0 missing
attr82numeric2 unique values
0 missing
attr338numeric2 unique values
0 missing
attr594numeric2 unique values
0 missing
attr850numeric2 unique values
0 missing
attr1106numeric2 unique values
0 missing
attr1362numeric2 unique values
0 missing
attr83numeric2 unique values
0 missing
attr339numeric2 unique values
0 missing
attr595numeric2 unique values
0 missing
attr851numeric2 unique values
0 missing
attr1107numeric2 unique values
0 missing
attr1363numeric2 unique values
0 missing
attr84numeric2 unique values
0 missing
attr340numeric2 unique values
0 missing
attr596numeric2 unique values
0 missing
attr852numeric2 unique values
0 missing
attr1108numeric2 unique values
0 missing
attr1364numeric2 unique values
0 missing
attr85numeric2 unique values
0 missing
attr341numeric2 unique values
0 missing
attr597numeric2 unique values
0 missing
attr853numeric2 unique values
0 missing
attr1109numeric2 unique values
0 missing
attr1365numeric2 unique values
0 missing
attr86numeric2 unique values
0 missing
attr342numeric2 unique values
0 missing
attr598numeric2 unique values
0 missing
attr854numeric2 unique values
0 missing
attr1110numeric2 unique values
0 missing
attr1366numeric2 unique values
0 missing
attr87numeric2 unique values
0 missing
attr343numeric2 unique values
0 missing
attr599numeric2 unique values
0 missing
attr855numeric2 unique values
0 missing
attr1111numeric2 unique values
0 missing
attr1367numeric2 unique values
0 missing
attr88numeric2 unique values
0 missing
attr344numeric2 unique values
0 missing
attr600numeric2 unique values
0 missing
attr856numeric2 unique values
0 missing
attr1112numeric2 unique values
0 missing
attr1368numeric2 unique values
0 missing
attr89numeric2 unique values
0 missing
attr345numeric2 unique values
0 missing
attr601numeric2 unique values
0 missing
attr857numeric2 unique values
0 missing
attr1113numeric2 unique values
0 missing
attr1369numeric2 unique values
0 missing
attr90numeric2 unique values
0 missing
attr346numeric2 unique values
0 missing
attr602numeric2 unique values
0 missing
attr858numeric2 unique values
0 missing
attr1114numeric2 unique values
0 missing
attr1370numeric2 unique values
0 missing
attr91numeric2 unique values
0 missing
attr347numeric2 unique values
0 missing
attr603numeric2 unique values
0 missing
attr859numeric2 unique values
0 missing
attr1115numeric2 unique values
0 missing
attr1371numeric2 unique values
0 missing
attr92numeric2 unique values
0 missing
attr348numeric2 unique values
0 missing
attr604numeric2 unique values
0 missing
attr860numeric2 unique values
0 missing
attr1116numeric2 unique values
0 missing
attr1372numeric2 unique values
0 missing
attr93numeric2 unique values
0 missing
attr349numeric2 unique values
0 missing
attr605numeric2 unique values
0 missing
attr861numeric2 unique values
0 missing
attr1117numeric2 unique values
0 missing
attr1373numeric2 unique values
0 missing
attr94numeric2 unique values
0 missing
attr350numeric2 unique values
0 missing
attr606numeric2 unique values
0 missing
attr862numeric2 unique values
0 missing
attr1118numeric2 unique values
0 missing
attr1374numeric2 unique values
0 missing
attr95numeric2 unique values
0 missing
attr351numeric2 unique values
0 missing
attr607numeric2 unique values
0 missing
attr863numeric2 unique values
0 missing
attr1119numeric2 unique values
0 missing
attr1375numeric2 unique values
0 missing
attr96numeric2 unique values
0 missing
attr352numeric2 unique values
0 missing
attr608numeric2 unique values
0 missing
attr864numeric2 unique values
0 missing
attr1120numeric2 unique values
0 missing
attr1376numeric2 unique values
0 missing
attr97numeric2 unique values
0 missing
attr353numeric2 unique values
0 missing
attr609numeric2 unique values
0 missing
attr865numeric2 unique values
0 missing
attr1121numeric2 unique values
0 missing
attr1377numeric2 unique values
0 missing
attr98numeric2 unique values
0 missing
attr354numeric2 unique values
0 missing
attr610numeric2 unique values
0 missing
attr866numeric2 unique values
0 missing
attr1122numeric2 unique values
0 missing
attr1378numeric2 unique values
0 missing
attr99numeric2 unique values
0 missing
attr355numeric2 unique values
0 missing
attr611numeric2 unique values
0 missing
attr867numeric2 unique values
0 missing
attr1123numeric2 unique values
0 missing
attr1379numeric2 unique values
0 missing
attr100numeric2 unique values
0 missing
attr356numeric2 unique values
0 missing
attr612numeric2 unique values
0 missing
attr868numeric2 unique values
0 missing
attr1124numeric2 unique values
0 missing
attr1380numeric2 unique values
0 missing
attr101numeric2 unique values
0 missing
attr357numeric2 unique values
0 missing
attr613numeric2 unique values
0 missing
attr869numeric2 unique values
0 missing
attr1125numeric2 unique values
0 missing
attr1381numeric2 unique values
0 missing
attr102numeric2 unique values
0 missing
attr358numeric2 unique values
0 missing
attr614numeric2 unique values
0 missing
attr870numeric2 unique values
0 missing
attr1126numeric2 unique values
0 missing
attr1382numeric2 unique values
0 missing
attr103numeric2 unique values
0 missing
attr359numeric2 unique values
0 missing
attr615numeric2 unique values
0 missing
attr871numeric2 unique values
0 missing
attr1127numeric2 unique values
0 missing
attr1383numeric2 unique values
0 missing
attr104numeric2 unique values
0 missing
attr360numeric2 unique values
0 missing
attr616numeric2 unique values
0 missing
attr872numeric2 unique values
0 missing
attr1128numeric2 unique values
0 missing
attr1384numeric2 unique values
0 missing
attr105numeric2 unique values
0 missing
attr361numeric2 unique values
0 missing
attr617numeric2 unique values
0 missing
attr873numeric2 unique values
0 missing
attr1129numeric2 unique values
0 missing
attr1385numeric2 unique values
0 missing
attr106numeric2 unique values
0 missing
attr362numeric2 unique values
0 missing
attr618numeric2 unique values
0 missing
attr874numeric2 unique values
0 missing
attr1130numeric2 unique values
0 missing
attr1386numeric2 unique values
0 missing
attr107numeric2 unique values
0 missing
attr363numeric2 unique values
0 missing
attr619numeric2 unique values
0 missing
attr875numeric2 unique values
0 missing
attr1131numeric2 unique values
0 missing
attr1387numeric2 unique values
0 missing
attr108numeric2 unique values
0 missing
attr364numeric2 unique values
0 missing
attr620numeric2 unique values
0 missing
attr876numeric2 unique values
0 missing
attr1132numeric2 unique values
0 missing
attr1388numeric2 unique values
0 missing
attr109numeric2 unique values
0 missing
attr365numeric2 unique values
0 missing
attr621numeric2 unique values
0 missing
attr877numeric2 unique values
0 missing
attr1133numeric2 unique values
0 missing
attr1389numeric2 unique values
0 missing
attr110numeric2 unique values
0 missing
attr366numeric2 unique values
0 missing
attr622numeric2 unique values
0 missing
attr878numeric2 unique values
0 missing
attr1134numeric2 unique values
0 missing
attr1390numeric2 unique values
0 missing
attr111numeric2 unique values
0 missing
attr367numeric2 unique values
0 missing
attr623numeric2 unique values
0 missing
attr879numeric2 unique values
0 missing
attr1135numeric2 unique values
0 missing
attr1391numeric2 unique values
0 missing
attr112numeric2 unique values
0 missing
attr368numeric2 unique values
0 missing
attr624numeric2 unique values
0 missing
attr880numeric2 unique values
0 missing
attr1136numeric2 unique values
0 missing
attr1392numeric2 unique values
0 missing
attr113numeric2 unique values
0 missing
attr369numeric2 unique values
0 missing
attr625numeric2 unique values
0 missing
attr881numeric2 unique values
0 missing
attr1137numeric2 unique values
0 missing
attr1393numeric2 unique values
0 missing
attr114numeric2 unique values
0 missing
attr370numeric2 unique values
0 missing
attr626numeric2 unique values
0 missing
attr882numeric2 unique values
0 missing
attr1138numeric2 unique values
0 missing
attr1394numeric2 unique values
0 missing
attr115numeric2 unique values
0 missing
attr371numeric2 unique values
0 missing
attr627numeric2 unique values
0 missing
attr883numeric2 unique values
0 missing
attr1139numeric2 unique values
0 missing
attr1395numeric2 unique values
0 missing
attr116numeric2 unique values
0 missing
attr372numeric2 unique values
0 missing
attr628numeric2 unique values
0 missing
attr884numeric2 unique values
0 missing
attr1140numeric2 unique values
0 missing
attr1396numeric2 unique values
0 missing
attr117numeric2 unique values
0 missing
attr373numeric2 unique values
0 missing
attr629numeric2 unique values
0 missing
attr885numeric2 unique values
0 missing
attr1141numeric2 unique values
0 missing
attr1397numeric2 unique values
0 missing
attr118numeric2 unique values
0 missing
attr374numeric2 unique values
0 missing
attr630numeric2 unique values
0 missing
attr886numeric2 unique values
0 missing
attr1142numeric2 unique values
0 missing
attr1398numeric2 unique values
0 missing
attr119numeric2 unique values
0 missing
attr375numeric2 unique values
0 missing
attr631numeric2 unique values
0 missing
attr887numeric2 unique values
0 missing
attr1143numeric2 unique values
0 missing
attr1399numeric2 unique values
0 missing
attr120numeric2 unique values
0 missing
attr376numeric2 unique values
0 missing
attr632numeric2 unique values
0 missing
attr888numeric2 unique values
0 missing
attr1144numeric2 unique values
0 missing
attr1400numeric2 unique values
0 missing
attr121numeric2 unique values
0 missing
attr377numeric2 unique values
0 missing
attr633numeric2 unique values
0 missing
attr889numeric2 unique values
0 missing
attr1145numeric2 unique values
0 missing
attr1401numeric2 unique values
0 missing
attr122numeric2 unique values
0 missing
attr378numeric2 unique values
0 missing
attr634numeric2 unique values
0 missing
attr890numeric2 unique values
0 missing
attr1146numeric2 unique values
0 missing
attr1402numeric2 unique values
0 missing
attr123numeric2 unique values
0 missing
attr379numeric2 unique values
0 missing
attr635numeric2 unique values
0 missing
attr891numeric2 unique values
0 missing
attr1147numeric2 unique values
0 missing
attr1403numeric2 unique values
0 missing
attr124numeric2 unique values
0 missing
attr380numeric2 unique values
0 missing
attr636numeric2 unique values
0 missing
attr892numeric2 unique values
0 missing
attr1148numeric2 unique values
0 missing
attr1404numeric2 unique values
0 missing
attr125numeric2 unique values
0 missing
attr381numeric2 unique values
0 missing
attr637numeric2 unique values
0 missing
attr893numeric2 unique values
0 missing
attr1149numeric2 unique values
0 missing
attr1405numeric2 unique values
0 missing
attr126numeric2 unique values
0 missing
attr382numeric2 unique values
0 missing
attr638numeric2 unique values
0 missing
attr894numeric2 unique values
0 missing
attr1150numeric2 unique values
0 missing
attr1406numeric2 unique values
0 missing
attr127numeric2 unique values
0 missing
attr383numeric2 unique values
0 missing
attr639numeric2 unique values
0 missing
attr895numeric2 unique values
0 missing
attr1151numeric2 unique values
0 missing
attr1407numeric2 unique values
0 missing
attr128numeric2 unique values
0 missing
attr384numeric2 unique values
0 missing
attr640numeric2 unique values
0 missing
attr896numeric2 unique values
0 missing
attr1152numeric2 unique values
0 missing
attr1408numeric2 unique values
0 missing
attr129numeric2 unique values
0 missing
attr385numeric2 unique values
0 missing
attr641numeric2 unique values
0 missing
attr897numeric2 unique values
0 missing
attr1153numeric2 unique values
0 missing
attr1409numeric2 unique values
0 missing
attr130numeric2 unique values
0 missing
attr386numeric2 unique values
0 missing
attr642numeric2 unique values
0 missing
attr898numeric2 unique values
0 missing
attr1154numeric2 unique values
0 missing
attr1410numeric2 unique values
0 missing
attr131numeric2 unique values
0 missing
attr387numeric2 unique values
0 missing
attr643numeric2 unique values
0 missing
attr899numeric2 unique values
0 missing
attr1155numeric2 unique values
0 missing
attr1411numeric2 unique values
0 missing
attr132numeric2 unique values
0 missing
attr388numeric2 unique values
0 missing
attr644numeric2 unique values
0 missing
attr900numeric2 unique values
0 missing
attr1156numeric2 unique values
0 missing
attr1412numeric2 unique values
0 missing
attr133numeric2 unique values
0 missing
attr389numeric2 unique values
0 missing
attr645numeric2 unique values
0 missing
attr901numeric2 unique values
0 missing
attr1157numeric2 unique values
0 missing
attr1413numeric2 unique values
0 missing
attr134numeric2 unique values
0 missing
attr390numeric2 unique values
0 missing
attr646numeric2 unique values
0 missing
attr902numeric2 unique values
0 missing
attr1158numeric2 unique values
0 missing
attr1414numeric2 unique values
0 missing
attr135numeric2 unique values
0 missing
attr391numeric2 unique values
0 missing
attr647numeric2 unique values
0 missing
attr903numeric2 unique values
0 missing
attr1159numeric2 unique values
0 missing
attr1415numeric2 unique values
0 missing
attr136numeric2 unique values
0 missing
attr392numeric2 unique values
0 missing
attr648numeric2 unique values
0 missing
attr904numeric2 unique values
0 missing
attr1160numeric2 unique values
0 missing
attr1416numeric2 unique values
0 missing
attr137numeric2 unique values
0 missing
attr393numeric2 unique values
0 missing
attr649numeric2 unique values
0 missing
attr905numeric2 unique values
0 missing
attr1161numeric2 unique values
0 missing
attr1417numeric2 unique values
0 missing
attr138numeric2 unique values
0 missing
attr394numeric2 unique values
0 missing
attr650numeric2 unique values
0 missing
attr906numeric2 unique values
0 missing
attr1162numeric2 unique values
0 missing
attr1418numeric2 unique values
0 missing
attr139numeric2 unique values
0 missing
attr395numeric2 unique values
0 missing
attr651numeric2 unique values
0 missing
attr907numeric2 unique values
0 missing
attr1163numeric2 unique values
0 missing
attr1419numeric2 unique values
0 missing
attr140numeric2 unique values
0 missing
attr396numeric2 unique values
0 missing
attr652numeric2 unique values
0 missing
attr908numeric2 unique values
0 missing
attr1164numeric2 unique values
0 missing
attr1420numeric2 unique values
0 missing
attr141numeric2 unique values
0 missing
attr397numeric2 unique values
0 missing
attr653numeric2 unique values
0 missing
attr909numeric2 unique values
0 missing
attr1165numeric2 unique values
0 missing
attr1421numeric2 unique values
0 missing
attr142numeric2 unique values
0 missing
attr398numeric2 unique values
0 missing
attr654numeric2 unique values
0 missing
attr910numeric2 unique values
0 missing
attr1166numeric2 unique values
0 missing
attr1422numeric2 unique values
0 missing
attr143numeric2 unique values
0 missing
attr399numeric2 unique values
0 missing
attr655numeric2 unique values
0 missing
attr911numeric2 unique values
0 missing
attr1167numeric2 unique values
0 missing
attr1423numeric2 unique values
0 missing
attr144numeric2 unique values
0 missing
attr400numeric2 unique values
0 missing
attr656numeric2 unique values
0 missing
attr912numeric2 unique values
0 missing
attr1168numeric2 unique values
0 missing
attr1424numeric2 unique values
0 missing
attr145numeric2 unique values
0 missing
attr401numeric2 unique values
0 missing
attr657numeric2 unique values
0 missing
attr913numeric2 unique values
0 missing
attr1169numeric2 unique values
0 missing
attr1425numeric2 unique values
0 missing
attr146numeric2 unique values
0 missing
attr402numeric2 unique values
0 missing
attr658numeric2 unique values
0 missing
attr914numeric2 unique values
0 missing
attr1170numeric2 unique values
0 missing
attr1426numeric2 unique values
0 missing
attr147numeric2 unique values
0 missing
attr403numeric2 unique values
0 missing
attr659numeric2 unique values
0 missing
attr915numeric2 unique values
0 missing
attr1171numeric2 unique values
0 missing
attr1427numeric2 unique values
0 missing
attr148numeric2 unique values
0 missing
attr404numeric2 unique values
0 missing
attr660numeric2 unique values
0 missing
attr916numeric2 unique values
0 missing
attr1172numeric2 unique values
0 missing
attr1428numeric2 unique values
0 missing
attr149numeric2 unique values
0 missing
attr405numeric2 unique values
0 missing
attr661numeric2 unique values
0 missing
attr917numeric2 unique values
0 missing
attr1173numeric2 unique values
0 missing
attr1429numeric2 unique values
0 missing
attr150numeric2 unique values
0 missing
attr406numeric2 unique values
0 missing
attr662numeric2 unique values
0 missing
attr918numeric2 unique values
0 missing
attr1174numeric2 unique values
0 missing
attr1430numeric2 unique values
0 missing
attr151numeric2 unique values
0 missing
attr407numeric2 unique values
0 missing
attr663numeric2 unique values
0 missing
attr919numeric2 unique values
0 missing
attr1175numeric2 unique values
0 missing
attr1431numeric2 unique values
0 missing
attr152numeric2 unique values
0 missing
attr408numeric2 unique values
0 missing
attr664numeric2 unique values
0 missing
attr920numeric2 unique values
0 missing
attr1176numeric2 unique values
0 missing
attr1432numeric2 unique values
0 missing

107 properties

4229
Number of instances (rows) of the dataset.
1618
Number of attributes (columns) of the dataset.
2
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
1617
Number of numeric attributes.
1
Number of nominal attributes.
Second quartile (Median) of entropy among attributes.
0.04
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
0.19
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
0.05
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
96.48
Percentage of instances belonging to the most frequent class.
0.23
Mean standard deviation of attributes of the numeric type.
18.83
Second quartile (Median) of kurtosis among attributes of the numeric type.
0.13
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
0.22
Entropy of the target attribute values.
0.27
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk
4080
Number of instances belonging to the most frequent class.
Minimal entropy among attributes.
0.04
Second quartile (Median) of means among attributes of the numeric type.
0.66
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
0.56
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
Maximum entropy among attributes.
-2
Minimum kurtosis among attributes of the numeric type.
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
0.04
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
0.04
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
524.25
Maximum kurtosis among attributes of the numeric type.
0
Minimum of means among attributes of the numeric type.
4.56
Second quartile (Median) of skewness among attributes of the numeric type.
0.13
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
0
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
0.88
Maximum of means among attributes of the numeric type.
Minimal mutual information between the nominal attributes and the target attribute.
0.06
Percentage of binary attributes.
0.2
Second quartile (Median) of standard deviation of attributes of the numeric type.
0.6
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
0.38
Number of attributes divided by the number of instances.
Maximum mutual information between the nominal attributes and the target attribute.
2
The minimal number of distinct values among attributes of the nominal type.
0
Percentage of instances having missing values.
Third quartile of entropy among attributes.
0.06
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
2
The maximum number of distinct values among attributes of the nominal type.
-2.41
Minimum skewness among attributes of the numeric type.
0
Percentage of missing values.
41.04
Third quartile of kurtosis among attributes of the numeric type.
0.93
Average class difference between consecutive instances.
0.19
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
0.6
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
22.93
Maximum skewness among attributes of the numeric type.
0.04
Minimum standard deviation of attributes of the numeric type.
99.94
Percentage of numeric attributes.
0.09
Third quartile of means among attributes of the numeric type.
0.61
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
0.6
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
0.04
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
0.5
Maximum standard deviation of attributes of the numeric type.
3.52
Percentage of instances belonging to the least frequent class.
0.06
Percentage of nominal attributes.
Third quartile of mutual information between the nominal attributes and the target attribute.
0.03
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
0.06
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
0.22
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
Average entropy of the attributes.
149
Number of instances belonging to the least frequent class.
First quartile of entropy among attributes.
6.56
Third quartile of skewness among attributes of the numeric type.
0.19
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
0.19
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
0.6
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
34.04
Mean kurtosis among attributes of the numeric type.
0.73
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
5.82
First quartile of kurtosis among attributes of the numeric type.
0.29
Third quartile of standard deviation of attributes of the numeric type.
0.61
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
0.6
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
0.04
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
0.09
Mean of means among attributes of the numeric type.
0.15
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
0.02
First quartile of means among attributes of the numeric type.
0.66
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
0.03
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
0.06
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
0.22
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001
Average mutual information between the nominal attributes and the target attribute.
0.14
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
First quartile of mutual information between the nominal attributes and the target attribute.
0.04
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
0.19
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
0.19
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
0.6
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
1
Number of binary attributes.
2.8
First quartile of skewness among attributes of the numeric type.
0.13
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
0.61
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
0
Standard deviation of the number of distinct values among attributes of the nominal type.
0.04
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001
2
Average number of distinct values among the attributes of the nominal type.
0.15
First quartile of standard deviation of attributes of the numeric type.
0.66
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2
0.03
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
0.64
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
0.22
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
4.96
Mean skewness among attributes of the numeric type.

8 tasks

220 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: label
117 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: label
0 runs - estimation_procedure: 33% Holdout set - target_feature: label
69 runs - estimation_procedure: 10-fold Learning Curve - target_feature: label
0 runs - estimation_procedure: Interleaved Test then Train - target_feature: label
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
Define a new task