Data
colon-cancer

colon-cancer

active Sparse_ARFF Publicly available Visibility: public Uploaded 27-04-2015 by Farooq Zuberi
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Author: U. Alon","N. Barkai","D. A. Notterman","K. Gish","S.Ybarra","D.Mack","and A. J. Levine. libSVM","AAD group Source: [original](http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.html) - Date unknown Please cite: U. Alon, N. Barkai, D. A. Notterman, K. Gish, S.Ybarra, D.Mack, and A. J. Levine. Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays. Cell Biology, 96:6745-6750, 1999. #Dataset from the LIBSVM data repository Preprocessing: Instance-wise normalization to mean zero and variance one. Then feature-wise normalization to mean zero and variance one

2001 features

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0 missing
att_1609numeric62 unique values
0 missing
att_1865numeric62 unique values
0 missing
att_74numeric62 unique values
0 missing
att_330numeric62 unique values
0 missing
att_586numeric62 unique values
0 missing
att_842numeric62 unique values
0 missing
att_1098numeric62 unique values
0 missing
att_1354numeric62 unique values
0 missing
att_1610numeric62 unique values
0 missing
att_1866numeric62 unique values
0 missing
att_75numeric62 unique values
0 missing
att_331numeric62 unique values
0 missing
att_587numeric62 unique values
0 missing
att_843numeric62 unique values
0 missing
att_1099numeric62 unique values
0 missing
att_1355numeric62 unique values
0 missing
att_1611numeric62 unique values
0 missing
att_1867numeric62 unique values
0 missing
att_76numeric62 unique values
0 missing
att_332numeric62 unique values
0 missing
att_588numeric62 unique values
0 missing
att_844numeric62 unique values
0 missing
att_1100numeric62 unique values
0 missing
att_1356numeric62 unique values
0 missing
att_1612numeric62 unique values
0 missing
att_1868numeric62 unique values
0 missing
att_77numeric62 unique values
0 missing
att_333numeric62 unique values
0 missing
att_589numeric62 unique values
0 missing
att_845numeric62 unique values
0 missing
att_1101numeric62 unique values
0 missing
att_1357numeric62 unique values
0 missing
att_1613numeric62 unique values
0 missing
att_1869numeric62 unique values
0 missing
att_78numeric62 unique values
0 missing
att_334numeric62 unique values
0 missing
att_590numeric62 unique values
0 missing
att_846numeric62 unique values
0 missing
att_1102numeric62 unique values
0 missing
att_1358numeric62 unique values
0 missing
att_1614numeric62 unique values
0 missing
att_1870numeric62 unique values
0 missing
att_79numeric62 unique values
0 missing
att_335numeric62 unique values
0 missing
att_591numeric62 unique values
0 missing
att_847numeric62 unique values
0 missing
att_1103numeric62 unique values
0 missing
att_1359numeric62 unique values
0 missing
att_1615numeric62 unique values
0 missing
att_1871numeric62 unique values
0 missing
att_80numeric62 unique values
0 missing
att_336numeric62 unique values
0 missing
att_592numeric62 unique values
0 missing
att_848numeric62 unique values
0 missing
att_1104numeric62 unique values
0 missing
att_1360numeric62 unique values
0 missing
att_1616numeric62 unique values
0 missing
att_1872numeric62 unique values
0 missing
att_81numeric62 unique values
0 missing
att_337numeric62 unique values
0 missing
att_593numeric62 unique values
0 missing
att_849numeric62 unique values
0 missing
att_1105numeric62 unique values
0 missing
att_1361numeric62 unique values
0 missing
att_1617numeric62 unique values
0 missing
att_1873numeric62 unique values
0 missing
att_82numeric62 unique values
0 missing
att_338numeric62 unique values
0 missing
att_594numeric62 unique values
0 missing
att_850numeric62 unique values
0 missing
att_1106numeric62 unique values
0 missing
att_1362numeric62 unique values
0 missing
att_1618numeric62 unique values
0 missing
att_1874numeric62 unique values
0 missing
att_83numeric62 unique values
0 missing
att_339numeric62 unique values
0 missing
att_595numeric62 unique values
0 missing
att_851numeric62 unique values
0 missing
att_1107numeric62 unique values
0 missing
att_1363numeric62 unique values
0 missing
att_1619numeric62 unique values
0 missing
att_1875numeric62 unique values
0 missing
att_84numeric62 unique values
0 missing
att_340numeric62 unique values
0 missing
att_596numeric62 unique values
0 missing
att_852numeric62 unique values
0 missing
att_1108numeric62 unique values
0 missing
att_1364numeric62 unique values
0 missing
att_1620numeric62 unique values
0 missing
att_1876numeric62 unique values
0 missing
att_85numeric62 unique values
0 missing
att_341numeric62 unique values
0 missing
att_597numeric62 unique values
0 missing
att_853numeric62 unique values
0 missing
att_1109numeric62 unique values
0 missing
att_1365numeric62 unique values
0 missing
att_1621numeric62 unique values
0 missing
att_1877numeric62 unique values
0 missing
att_86numeric62 unique values
0 missing
att_342numeric62 unique values
0 missing
att_598numeric62 unique values
0 missing
att_854numeric62 unique values
0 missing
att_1110numeric62 unique values
0 missing
att_1366numeric62 unique values
0 missing
att_1622numeric62 unique values
0 missing
att_1878numeric62 unique values
0 missing
att_87numeric62 unique values
0 missing
att_343numeric62 unique values
0 missing
att_599numeric62 unique values
0 missing
att_855numeric62 unique values
0 missing
att_1111numeric62 unique values
0 missing
att_1367numeric62 unique values
0 missing
att_1623numeric62 unique values
0 missing
att_1879numeric62 unique values
0 missing
att_88numeric62 unique values
0 missing
att_344numeric62 unique values
0 missing
att_600numeric62 unique values
0 missing
att_856numeric62 unique values
0 missing
att_1112numeric62 unique values
0 missing
att_1368numeric62 unique values
0 missing
att_1624numeric62 unique values
0 missing
att_1880numeric62 unique values
0 missing
att_89numeric62 unique values
0 missing
att_345numeric62 unique values
0 missing
att_601numeric62 unique values
0 missing
att_857numeric62 unique values
0 missing
att_1113numeric62 unique values
0 missing
att_1369numeric62 unique values
0 missing
att_1625numeric62 unique values
0 missing
att_1881numeric62 unique values
0 missing
att_90numeric62 unique values
0 missing
att_346numeric62 unique values
0 missing
att_602numeric62 unique values
0 missing
att_858numeric62 unique values
0 missing
att_1114numeric62 unique values
0 missing
att_1370numeric62 unique values
0 missing
att_1626numeric62 unique values
0 missing
att_1882numeric62 unique values
0 missing
att_91numeric62 unique values
0 missing
att_347numeric62 unique values
0 missing
att_603numeric62 unique values
0 missing
att_859numeric62 unique values
0 missing
att_1115numeric62 unique values
0 missing
att_1371numeric62 unique values
0 missing
att_1627numeric62 unique values
0 missing
att_1883numeric62 unique values
0 missing
att_92numeric62 unique values
0 missing
att_348numeric62 unique values
0 missing
att_604numeric62 unique values
0 missing
att_860numeric62 unique values
0 missing
att_1116numeric62 unique values
0 missing
att_1372numeric62 unique values
0 missing
att_1628numeric62 unique values
0 missing
att_1884numeric62 unique values
0 missing
att_93numeric62 unique values
0 missing
att_349numeric62 unique values
0 missing
att_605numeric62 unique values
0 missing
att_861numeric62 unique values
0 missing
att_1117numeric62 unique values
0 missing
att_1373numeric62 unique values
0 missing
att_1629numeric62 unique values
0 missing
att_1885numeric62 unique values
0 missing
att_94numeric62 unique values
0 missing
att_350numeric62 unique values
0 missing
att_606numeric62 unique values
0 missing
att_862numeric62 unique values
0 missing
att_1118numeric62 unique values
0 missing
att_1374numeric62 unique values
0 missing
att_1630numeric62 unique values
0 missing
att_1886numeric62 unique values
0 missing
att_95numeric62 unique values
0 missing
att_351numeric62 unique values
0 missing
att_607numeric62 unique values
0 missing
att_863numeric62 unique values
0 missing
att_1119numeric62 unique values
0 missing
att_1375numeric62 unique values
0 missing
att_1631numeric62 unique values
0 missing
att_1887numeric62 unique values
0 missing
att_96numeric62 unique values
0 missing
att_352numeric62 unique values
0 missing
att_608numeric62 unique values
0 missing
att_864numeric62 unique values
0 missing
att_1120numeric62 unique values
0 missing
att_1376numeric62 unique values
0 missing
att_1632numeric62 unique values
0 missing
att_1888numeric62 unique values
0 missing
att_97numeric62 unique values
0 missing
att_353numeric62 unique values
0 missing
att_609numeric62 unique values
0 missing
att_865numeric62 unique values
0 missing
att_1121numeric62 unique values
0 missing
att_1377numeric62 unique values
0 missing
att_1633numeric62 unique values
0 missing
att_1889numeric62 unique values
0 missing
att_98numeric62 unique values
0 missing
att_354numeric62 unique values
0 missing
att_610numeric62 unique values
0 missing
att_866numeric62 unique values
0 missing
att_1122numeric62 unique values
0 missing
att_1378numeric62 unique values
0 missing
att_1634numeric62 unique values
0 missing
att_1890numeric62 unique values
0 missing
att_99numeric62 unique values
0 missing
att_355numeric62 unique values
0 missing
att_611numeric62 unique values
0 missing
att_867numeric62 unique values
0 missing
att_1123numeric62 unique values
0 missing
att_1379numeric62 unique values
0 missing
att_1635numeric62 unique values
0 missing
att_1891numeric62 unique values
0 missing
att_100numeric62 unique values
0 missing
att_356numeric62 unique values
0 missing
att_612numeric62 unique values
0 missing
att_868numeric62 unique values
0 missing
att_1124numeric62 unique values
0 missing
att_1380numeric62 unique values
0 missing
att_1636numeric62 unique values
0 missing
att_1892numeric62 unique values
0 missing
att_101numeric62 unique values
0 missing
att_357numeric62 unique values
0 missing
att_613numeric62 unique values
0 missing
att_869numeric62 unique values
0 missing
att_1125numeric62 unique values
0 missing
att_1381numeric62 unique values
0 missing
att_1637numeric62 unique values
0 missing
att_1893numeric62 unique values
0 missing
att_102numeric62 unique values
0 missing
att_358numeric62 unique values
0 missing
att_614numeric62 unique values
0 missing
att_870numeric62 unique values
0 missing
att_1126numeric62 unique values
0 missing
att_1382numeric62 unique values
0 missing
att_1638numeric62 unique values
0 missing
att_1894numeric62 unique values
0 missing
att_103numeric62 unique values
0 missing
att_359numeric62 unique values
0 missing
att_615numeric62 unique values
0 missing
att_871numeric62 unique values
0 missing
att_1127numeric62 unique values
0 missing
att_1383numeric62 unique values
0 missing
att_1639numeric62 unique values
0 missing
att_1895numeric62 unique values
0 missing
att_104numeric62 unique values
0 missing
att_360numeric61 unique values
0 missing
att_616numeric62 unique values
0 missing
att_872numeric62 unique values
0 missing
att_1128numeric62 unique values
0 missing
att_1384numeric62 unique values
0 missing
att_1640numeric62 unique values
0 missing
att_1896numeric62 unique values
0 missing
att_105numeric62 unique values
0 missing
att_361numeric62 unique values
0 missing
att_617numeric62 unique values
0 missing
att_873numeric62 unique values
0 missing
att_1129numeric62 unique values
0 missing
att_1385numeric62 unique values
0 missing
att_1641numeric62 unique values
0 missing
att_1897numeric62 unique values
0 missing
att_106numeric62 unique values
0 missing
att_362numeric62 unique values
0 missing
att_618numeric62 unique values
0 missing
att_874numeric62 unique values
0 missing
att_1130numeric62 unique values
0 missing
att_1386numeric62 unique values
0 missing
att_1642numeric62 unique values
0 missing
att_1898numeric62 unique values
0 missing
att_107numeric62 unique values
0 missing
att_363numeric62 unique values
0 missing
att_619numeric62 unique values
0 missing
att_875numeric62 unique values
0 missing
att_1131numeric62 unique values
0 missing
att_1387numeric62 unique values
0 missing
att_1643numeric62 unique values
0 missing
att_1899numeric62 unique values
0 missing
att_108numeric62 unique values
0 missing
att_364numeric62 unique values
0 missing
att_620numeric62 unique values
0 missing
att_876numeric62 unique values
0 missing
att_1132numeric62 unique values
0 missing
att_1388numeric62 unique values
0 missing
att_1644numeric62 unique values
0 missing
att_1900numeric62 unique values
0 missing
att_109numeric62 unique values
0 missing
att_365numeric62 unique values
0 missing
att_621numeric62 unique values
0 missing
att_877numeric62 unique values
0 missing
att_1133numeric62 unique values
0 missing
att_1389numeric62 unique values
0 missing
att_1645numeric62 unique values
0 missing
att_1901numeric62 unique values
0 missing
att_110numeric62 unique values
0 missing
att_366numeric62 unique values
0 missing
att_622numeric62 unique values
0 missing
att_878numeric62 unique values
0 missing
att_1134numeric62 unique values
0 missing
att_1390numeric62 unique values
0 missing
att_1646numeric62 unique values
0 missing
att_1902numeric62 unique values
0 missing
att_111numeric62 unique values
0 missing
att_367numeric62 unique values
0 missing
att_623numeric62 unique values
0 missing
att_879numeric62 unique values
0 missing
att_1135numeric62 unique values
0 missing
att_1391numeric62 unique values
0 missing
att_1647numeric62 unique values
0 missing
att_1903numeric62 unique values
0 missing
att_112numeric62 unique values
0 missing
att_368numeric62 unique values
0 missing
att_624numeric62 unique values
0 missing
att_880numeric62 unique values
0 missing
att_1136numeric62 unique values
0 missing
att_1392numeric62 unique values
0 missing
att_1648numeric62 unique values
0 missing
att_1904numeric62 unique values
0 missing
att_113numeric62 unique values
0 missing
att_369numeric62 unique values
0 missing
att_625numeric62 unique values
0 missing
att_881numeric62 unique values
0 missing
att_1137numeric62 unique values
0 missing
att_1393numeric62 unique values
0 missing
att_1649numeric62 unique values
0 missing
att_1905numeric62 unique values
0 missing
att_114numeric62 unique values
0 missing
att_370numeric62 unique values
0 missing
att_626numeric62 unique values
0 missing
att_882numeric62 unique values
0 missing
att_1138numeric62 unique values
0 missing
att_1394numeric62 unique values
0 missing
att_1650numeric62 unique values
0 missing
att_1906numeric62 unique values
0 missing
att_115numeric62 unique values
0 missing
att_371numeric62 unique values
0 missing
att_627numeric62 unique values
0 missing
att_883numeric62 unique values
0 missing
att_1139numeric62 unique values
0 missing
att_1395numeric62 unique values
0 missing
att_1651numeric62 unique values
0 missing
att_1907numeric62 unique values
0 missing
att_116numeric62 unique values
0 missing
att_372numeric62 unique values
0 missing
att_628numeric62 unique values
0 missing
att_884numeric62 unique values
0 missing
att_1140numeric62 unique values
0 missing
att_1396numeric62 unique values
0 missing
att_1652numeric62 unique values
0 missing
att_1908numeric62 unique values
0 missing
att_117numeric62 unique values
0 missing
att_373numeric62 unique values
0 missing
att_629numeric62 unique values
0 missing
att_885numeric62 unique values
0 missing
att_1141numeric62 unique values
0 missing
att_1397numeric62 unique values
0 missing
att_1653numeric62 unique values
0 missing
att_1909numeric62 unique values
0 missing
att_118numeric62 unique values
0 missing
att_374numeric62 unique values
0 missing
att_630numeric62 unique values
0 missing
att_886numeric62 unique values
0 missing
att_1142numeric62 unique values
0 missing
att_1398numeric62 unique values
0 missing
att_1654numeric62 unique values
0 missing
att_1910numeric62 unique values
0 missing
att_119numeric62 unique values
0 missing
att_375numeric62 unique values
0 missing
att_631numeric62 unique values
0 missing
att_887numeric62 unique values
0 missing
att_1143numeric62 unique values
0 missing
att_1399numeric62 unique values
0 missing
att_1655numeric62 unique values
0 missing
att_1911numeric62 unique values
0 missing
att_120numeric62 unique values
0 missing
att_376numeric62 unique values
0 missing
att_632numeric62 unique values
0 missing
att_888numeric62 unique values
0 missing
att_1144numeric62 unique values
0 missing
att_1400numeric62 unique values
0 missing
att_1656numeric62 unique values
0 missing
att_1912numeric62 unique values
0 missing
att_121numeric62 unique values
0 missing
att_377numeric62 unique values
0 missing
att_633numeric62 unique values
0 missing
att_889numeric62 unique values
0 missing
att_1145numeric62 unique values
0 missing
att_1401numeric62 unique values
0 missing
att_1657numeric62 unique values
0 missing
att_1913numeric62 unique values
0 missing
att_122numeric62 unique values
0 missing
att_378numeric62 unique values
0 missing
att_634numeric62 unique values
0 missing
att_890numeric62 unique values
0 missing
att_1146numeric62 unique values
0 missing
att_1402numeric62 unique values
0 missing
att_1658numeric62 unique values
0 missing
att_1914numeric62 unique values
0 missing
att_123numeric62 unique values
0 missing
att_379numeric62 unique values
0 missing
att_635numeric62 unique values
0 missing
att_891numeric62 unique values
0 missing
att_1147numeric62 unique values
0 missing
att_1403numeric62 unique values
0 missing
att_1659numeric62 unique values
0 missing
att_1915numeric62 unique values
0 missing
att_124numeric62 unique values
0 missing
att_380numeric62 unique values
0 missing
att_636numeric62 unique values
0 missing
att_892numeric62 unique values
0 missing
att_1148numeric62 unique values
0 missing
att_1404numeric62 unique values
0 missing
att_1660numeric62 unique values
0 missing
att_1916numeric62 unique values
0 missing
att_125numeric62 unique values
0 missing
att_381numeric62 unique values
0 missing
att_637numeric62 unique values
0 missing
att_893numeric62 unique values
0 missing
att_1149numeric62 unique values
0 missing
att_1405numeric62 unique values
0 missing
att_1661numeric62 unique values
0 missing

19 properties

62
Number of instances (rows) of the dataset.
2001
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.
2001
Number of numeric attributes.
0
Number of nominal attributes.
32.27
Number of attributes divided by the number of instances.
100
Percentage of numeric attributes.
64.52
Percentage of instances belonging to the most frequent class.
0
Percentage of nominal attributes.
40
Number of instances belonging to the most frequent class.
35.48
Percentage of instances belonging to the least frequent class.
22
Number of instances belonging to the least frequent class.
0
Number of binary attributes.
0
Percentage of binary attributes.
0
Percentage of instances having missing values.
1.03
Average class difference between consecutive instances.
0
Percentage of missing values.

4 tasks

0 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class
Define a new task