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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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att_1864	numeric	62 unique values 0 missing
att_73	numeric	62 unique values 0 missing
att_329	numeric	62 unique values 0 missing
att_585	numeric	62 unique values 0 missing
att_841	numeric	62 unique values 0 missing
att_1097	numeric	62 unique values 0 missing
att_1353	numeric	62 unique values 0 missing
att_1609	numeric	62 unique values 0 missing
att_1865	numeric	62 unique values 0 missing
att_74	numeric	62 unique values 0 missing
att_330	numeric	62 unique values 0 missing
att_586	numeric	62 unique values 0 missing
att_842	numeric	62 unique values 0 missing
att_1098	numeric	62 unique values 0 missing
att_1354	numeric	62 unique values 0 missing
att_1610	numeric	62 unique values 0 missing
att_1866	numeric	62 unique values 0 missing
att_75	numeric	62 unique values 0 missing
att_331	numeric	62 unique values 0 missing
att_587	numeric	62 unique values 0 missing
att_843	numeric	62 unique values 0 missing
att_1099	numeric	62 unique values 0 missing
att_1355	numeric	62 unique values 0 missing
att_1611	numeric	62 unique values 0 missing
att_1867	numeric	62 unique values 0 missing
att_76	numeric	62 unique values 0 missing
att_332	numeric	62 unique values 0 missing
att_588	numeric	62 unique values 0 missing
att_844	numeric	62 unique values 0 missing
att_1100	numeric	62 unique values 0 missing
att_1356	numeric	62 unique values 0 missing
att_1612	numeric	62 unique values 0 missing
att_1868	numeric	62 unique values 0 missing
att_77	numeric	62 unique values 0 missing
att_333	numeric	62 unique values 0 missing
att_589	numeric	62 unique values 0 missing
att_845	numeric	62 unique values 0 missing
att_1101	numeric	62 unique values 0 missing
att_1357	numeric	62 unique values 0 missing
att_1613	numeric	62 unique values 0 missing
att_1869	numeric	62 unique values 0 missing
att_78	numeric	62 unique values 0 missing
att_334	numeric	62 unique values 0 missing
att_590	numeric	62 unique values 0 missing
att_846	numeric	62 unique values 0 missing
att_1102	numeric	62 unique values 0 missing
att_1358	numeric	62 unique values 0 missing
att_1614	numeric	62 unique values 0 missing
att_1870	numeric	62 unique values 0 missing
att_79	numeric	62 unique values 0 missing
att_335	numeric	62 unique values 0 missing
att_591	numeric	62 unique values 0 missing
att_847	numeric	62 unique values 0 missing
att_1103	numeric	62 unique values 0 missing
att_1359	numeric	62 unique values 0 missing
att_1615	numeric	62 unique values 0 missing
att_1871	numeric	62 unique values 0 missing
att_80	numeric	62 unique values 0 missing
att_336	numeric	62 unique values 0 missing
att_592	numeric	62 unique values 0 missing
att_848	numeric	62 unique values 0 missing
att_1104	numeric	62 unique values 0 missing
att_1360	numeric	62 unique values 0 missing
att_1616	numeric	62 unique values 0 missing
att_1872	numeric	62 unique values 0 missing
att_81	numeric	62 unique values 0 missing
att_337	numeric	62 unique values 0 missing
att_593	numeric	62 unique values 0 missing
att_849	numeric	62 unique values 0 missing
att_1105	numeric	62 unique values 0 missing
att_1361	numeric	62 unique values 0 missing
att_1617	numeric	62 unique values 0 missing
att_1873	numeric	62 unique values 0 missing
att_82	numeric	62 unique values 0 missing
att_338	numeric	62 unique values 0 missing
att_594	numeric	62 unique values 0 missing
att_850	numeric	62 unique values 0 missing
att_1106	numeric	62 unique values 0 missing
att_1362	numeric	62 unique values 0 missing
att_1618	numeric	62 unique values 0 missing
att_1874	numeric	62 unique values 0 missing
att_83	numeric	62 unique values 0 missing
att_339	numeric	62 unique values 0 missing
att_595	numeric	62 unique values 0 missing
att_851	numeric	62 unique values 0 missing
att_1107	numeric	62 unique values 0 missing
att_1363	numeric	62 unique values 0 missing
att_1619	numeric	62 unique values 0 missing
att_1875	numeric	62 unique values 0 missing
att_84	numeric	62 unique values 0 missing
att_340	numeric	62 unique values 0 missing
att_596	numeric	62 unique values 0 missing
att_852	numeric	62 unique values 0 missing
att_1108	numeric	62 unique values 0 missing
att_1364	numeric	62 unique values 0 missing
att_1620	numeric	62 unique values 0 missing
att_1876	numeric	62 unique values 0 missing
att_85	numeric	62 unique values 0 missing
att_341	numeric	62 unique values 0 missing
att_597	numeric	62 unique values 0 missing
att_853	numeric	62 unique values 0 missing
att_1109	numeric	62 unique values 0 missing
att_1365	numeric	62 unique values 0 missing
att_1621	numeric	62 unique values 0 missing
att_1877	numeric	62 unique values 0 missing
att_86	numeric	62 unique values 0 missing
att_342	numeric	62 unique values 0 missing
att_598	numeric	62 unique values 0 missing
att_854	numeric	62 unique values 0 missing
att_1110	numeric	62 unique values 0 missing
att_1366	numeric	62 unique values 0 missing
att_1622	numeric	62 unique values 0 missing
att_1878	numeric	62 unique values 0 missing
att_87	numeric	62 unique values 0 missing
att_343	numeric	62 unique values 0 missing
att_599	numeric	62 unique values 0 missing
att_855	numeric	62 unique values 0 missing
att_1111	numeric	62 unique values 0 missing
att_1367	numeric	62 unique values 0 missing
att_1623	numeric	62 unique values 0 missing
att_1879	numeric	62 unique values 0 missing
att_88	numeric	62 unique values 0 missing
att_344	numeric	62 unique values 0 missing
att_600	numeric	62 unique values 0 missing
att_856	numeric	62 unique values 0 missing
att_1112	numeric	62 unique values 0 missing
att_1368	numeric	62 unique values 0 missing
att_1624	numeric	62 unique values 0 missing
att_1880	numeric	62 unique values 0 missing
att_89	numeric	62 unique values 0 missing
att_345	numeric	62 unique values 0 missing
att_601	numeric	62 unique values 0 missing
att_857	numeric	62 unique values 0 missing
att_1113	numeric	62 unique values 0 missing
att_1369	numeric	62 unique values 0 missing
att_1625	numeric	62 unique values 0 missing
att_1881	numeric	62 unique values 0 missing
att_90	numeric	62 unique values 0 missing
att_346	numeric	62 unique values 0 missing
att_602	numeric	62 unique values 0 missing
att_858	numeric	62 unique values 0 missing
att_1114	numeric	62 unique values 0 missing
att_1370	numeric	62 unique values 0 missing
att_1626	numeric	62 unique values 0 missing
att_1882	numeric	62 unique values 0 missing
att_91	numeric	62 unique values 0 missing
att_347	numeric	62 unique values 0 missing
att_603	numeric	62 unique values 0 missing
att_859	numeric	62 unique values 0 missing
att_1115	numeric	62 unique values 0 missing
att_1371	numeric	62 unique values 0 missing
att_1627	numeric	62 unique values 0 missing
att_1883	numeric	62 unique values 0 missing
att_92	numeric	62 unique values 0 missing
att_348	numeric	62 unique values 0 missing
att_604	numeric	62 unique values 0 missing
att_860	numeric	62 unique values 0 missing
att_1116	numeric	62 unique values 0 missing
att_1372	numeric	62 unique values 0 missing
att_1628	numeric	62 unique values 0 missing
att_1884	numeric	62 unique values 0 missing
att_93	numeric	62 unique values 0 missing
att_349	numeric	62 unique values 0 missing
att_605	numeric	62 unique values 0 missing
att_861	numeric	62 unique values 0 missing
att_1117	numeric	62 unique values 0 missing
att_1373	numeric	62 unique values 0 missing
att_1629	numeric	62 unique values 0 missing
att_1885	numeric	62 unique values 0 missing
att_94	numeric	62 unique values 0 missing
att_350	numeric	62 unique values 0 missing
att_606	numeric	62 unique values 0 missing
att_862	numeric	62 unique values 0 missing
att_1118	numeric	62 unique values 0 missing
att_1374	numeric	62 unique values 0 missing
att_1630	numeric	62 unique values 0 missing
att_1886	numeric	62 unique values 0 missing
att_95	numeric	62 unique values 0 missing
att_351	numeric	62 unique values 0 missing
att_607	numeric	62 unique values 0 missing
att_863	numeric	62 unique values 0 missing
att_1119	numeric	62 unique values 0 missing
att_1375	numeric	62 unique values 0 missing
att_1631	numeric	62 unique values 0 missing
att_1887	numeric	62 unique values 0 missing
att_96	numeric	62 unique values 0 missing
att_352	numeric	62 unique values 0 missing
att_608	numeric	62 unique values 0 missing
att_864	numeric	62 unique values 0 missing
att_1120	numeric	62 unique values 0 missing
att_1376	numeric	62 unique values 0 missing
att_1632	numeric	62 unique values 0 missing
att_1888	numeric	62 unique values 0 missing
att_97	numeric	62 unique values 0 missing
att_353	numeric	62 unique values 0 missing
att_609	numeric	62 unique values 0 missing
att_865	numeric	62 unique values 0 missing
att_1121	numeric	62 unique values 0 missing
att_1377	numeric	62 unique values 0 missing
att_1633	numeric	62 unique values 0 missing
att_1889	numeric	62 unique values 0 missing
att_98	numeric	62 unique values 0 missing
att_354	numeric	62 unique values 0 missing
att_610	numeric	62 unique values 0 missing
att_866	numeric	62 unique values 0 missing
att_1122	numeric	62 unique values 0 missing
att_1378	numeric	62 unique values 0 missing
att_1634	numeric	62 unique values 0 missing
att_1890	numeric	62 unique values 0 missing
att_99	numeric	62 unique values 0 missing
att_355	numeric	62 unique values 0 missing
att_611	numeric	62 unique values 0 missing
att_867	numeric	62 unique values 0 missing
att_1123	numeric	62 unique values 0 missing
att_1379	numeric	62 unique values 0 missing
att_1635	numeric	62 unique values 0 missing
att_1891	numeric	62 unique values 0 missing
att_100	numeric	62 unique values 0 missing
att_356	numeric	62 unique values 0 missing
att_612	numeric	62 unique values 0 missing
att_868	numeric	62 unique values 0 missing
att_1124	numeric	62 unique values 0 missing
att_1380	numeric	62 unique values 0 missing
att_1636	numeric	62 unique values 0 missing
att_1892	numeric	62 unique values 0 missing
att_101	numeric	62 unique values 0 missing
att_357	numeric	62 unique values 0 missing
att_613	numeric	62 unique values 0 missing
att_869	numeric	62 unique values 0 missing
att_1125	numeric	62 unique values 0 missing
att_1381	numeric	62 unique values 0 missing
att_1637	numeric	62 unique values 0 missing
att_1893	numeric	62 unique values 0 missing
att_102	numeric	62 unique values 0 missing
att_358	numeric	62 unique values 0 missing
att_614	numeric	62 unique values 0 missing
att_870	numeric	62 unique values 0 missing
att_1126	numeric	62 unique values 0 missing
att_1382	numeric	62 unique values 0 missing
att_1638	numeric	62 unique values 0 missing
att_1894	numeric	62 unique values 0 missing
att_103	numeric	62 unique values 0 missing
att_359	numeric	62 unique values 0 missing
att_615	numeric	62 unique values 0 missing
att_871	numeric	62 unique values 0 missing
att_1127	numeric	62 unique values 0 missing
att_1383	numeric	62 unique values 0 missing
att_1639	numeric	62 unique values 0 missing
att_1895	numeric	62 unique values 0 missing
att_104	numeric	62 unique values 0 missing
att_360	numeric	61 unique values 0 missing
att_616	numeric	62 unique values 0 missing
att_872	numeric	62 unique values 0 missing
att_1128	numeric	62 unique values 0 missing
att_1384	numeric	62 unique values 0 missing
att_1640	numeric	62 unique values 0 missing
att_1896	numeric	62 unique values 0 missing
att_105	numeric	62 unique values 0 missing
att_361	numeric	62 unique values 0 missing
att_617	numeric	62 unique values 0 missing
att_873	numeric	62 unique values 0 missing
att_1129	numeric	62 unique values 0 missing
att_1385	numeric	62 unique values 0 missing
att_1641	numeric	62 unique values 0 missing
att_1897	numeric	62 unique values 0 missing
att_106	numeric	62 unique values 0 missing
att_362	numeric	62 unique values 0 missing
att_618	numeric	62 unique values 0 missing
att_874	numeric	62 unique values 0 missing
att_1130	numeric	62 unique values 0 missing
att_1386	numeric	62 unique values 0 missing
att_1642	numeric	62 unique values 0 missing
att_1898	numeric	62 unique values 0 missing
att_107	numeric	62 unique values 0 missing
att_363	numeric	62 unique values 0 missing
att_619	numeric	62 unique values 0 missing
att_875	numeric	62 unique values 0 missing
att_1131	numeric	62 unique values 0 missing
att_1387	numeric	62 unique values 0 missing
att_1643	numeric	62 unique values 0 missing
att_1899	numeric	62 unique values 0 missing
att_108	numeric	62 unique values 0 missing
att_364	numeric	62 unique values 0 missing
att_620	numeric	62 unique values 0 missing
att_876	numeric	62 unique values 0 missing
att_1132	numeric	62 unique values 0 missing
att_1388	numeric	62 unique values 0 missing
att_1644	numeric	62 unique values 0 missing
att_1900	numeric	62 unique values 0 missing
att_109	numeric	62 unique values 0 missing
att_365	numeric	62 unique values 0 missing
att_621	numeric	62 unique values 0 missing
att_877	numeric	62 unique values 0 missing
att_1133	numeric	62 unique values 0 missing
att_1389	numeric	62 unique values 0 missing
att_1645	numeric	62 unique values 0 missing
att_1901	numeric	62 unique values 0 missing
att_110	numeric	62 unique values 0 missing
att_366	numeric	62 unique values 0 missing
att_622	numeric	62 unique values 0 missing
att_878	numeric	62 unique values 0 missing
att_1134	numeric	62 unique values 0 missing
att_1390	numeric	62 unique values 0 missing
att_1646	numeric	62 unique values 0 missing
att_1902	numeric	62 unique values 0 missing
att_111	numeric	62 unique values 0 missing
att_367	numeric	62 unique values 0 missing
att_623	numeric	62 unique values 0 missing
att_879	numeric	62 unique values 0 missing
att_1135	numeric	62 unique values 0 missing
att_1391	numeric	62 unique values 0 missing
att_1647	numeric	62 unique values 0 missing
att_1903	numeric	62 unique values 0 missing
att_112	numeric	62 unique values 0 missing
att_368	numeric	62 unique values 0 missing
att_624	numeric	62 unique values 0 missing
att_880	numeric	62 unique values 0 missing
att_1136	numeric	62 unique values 0 missing
att_1392	numeric	62 unique values 0 missing
att_1648	numeric	62 unique values 0 missing
att_1904	numeric	62 unique values 0 missing
att_113	numeric	62 unique values 0 missing
att_369	numeric	62 unique values 0 missing
att_625	numeric	62 unique values 0 missing
att_881	numeric	62 unique values 0 missing
att_1137	numeric	62 unique values 0 missing
att_1393	numeric	62 unique values 0 missing
att_1649	numeric	62 unique values 0 missing
att_1905	numeric	62 unique values 0 missing
att_114	numeric	62 unique values 0 missing
att_370	numeric	62 unique values 0 missing
att_626	numeric	62 unique values 0 missing
att_882	numeric	62 unique values 0 missing
att_1138	numeric	62 unique values 0 missing
att_1394	numeric	62 unique values 0 missing
att_1650	numeric	62 unique values 0 missing
att_1906	numeric	62 unique values 0 missing
att_115	numeric	62 unique values 0 missing
att_371	numeric	62 unique values 0 missing
att_627	numeric	62 unique values 0 missing
att_883	numeric	62 unique values 0 missing
att_1139	numeric	62 unique values 0 missing
att_1395	numeric	62 unique values 0 missing
att_1651	numeric	62 unique values 0 missing
att_1907	numeric	62 unique values 0 missing
att_116	numeric	62 unique values 0 missing
att_372	numeric	62 unique values 0 missing
att_628	numeric	62 unique values 0 missing
att_884	numeric	62 unique values 0 missing
att_1140	numeric	62 unique values 0 missing
att_1396	numeric	62 unique values 0 missing
att_1652	numeric	62 unique values 0 missing
att_1908	numeric	62 unique values 0 missing
att_117	numeric	62 unique values 0 missing
att_373	numeric	62 unique values 0 missing
att_629	numeric	62 unique values 0 missing
att_885	numeric	62 unique values 0 missing
att_1141	numeric	62 unique values 0 missing
att_1397	numeric	62 unique values 0 missing
att_1653	numeric	62 unique values 0 missing
att_1909	numeric	62 unique values 0 missing
att_118	numeric	62 unique values 0 missing
att_374	numeric	62 unique values 0 missing
att_630	numeric	62 unique values 0 missing
att_886	numeric	62 unique values 0 missing
att_1142	numeric	62 unique values 0 missing
att_1398	numeric	62 unique values 0 missing
att_1654	numeric	62 unique values 0 missing
att_1910	numeric	62 unique values 0 missing
att_119	numeric	62 unique values 0 missing
att_375	numeric	62 unique values 0 missing
att_631	numeric	62 unique values 0 missing
att_887	numeric	62 unique values 0 missing
att_1143	numeric	62 unique values 0 missing
att_1399	numeric	62 unique values 0 missing
att_1655	numeric	62 unique values 0 missing
att_1911	numeric	62 unique values 0 missing
att_120	numeric	62 unique values 0 missing
att_376	numeric	62 unique values 0 missing
att_632	numeric	62 unique values 0 missing
att_888	numeric	62 unique values 0 missing
att_1144	numeric	62 unique values 0 missing
att_1400	numeric	62 unique values 0 missing
att_1656	numeric	62 unique values 0 missing
att_1912	numeric	62 unique values 0 missing
att_121	numeric	62 unique values 0 missing
att_377	numeric	62 unique values 0 missing
att_633	numeric	62 unique values 0 missing
att_889	numeric	62 unique values 0 missing
att_1145	numeric	62 unique values 0 missing
att_1401	numeric	62 unique values 0 missing
att_1657	numeric	62 unique values 0 missing
att_1913	numeric	62 unique values 0 missing
att_122	numeric	62 unique values 0 missing
att_378	numeric	62 unique values 0 missing
att_634	numeric	62 unique values 0 missing
att_890	numeric	62 unique values 0 missing
att_1146	numeric	62 unique values 0 missing
att_1402	numeric	62 unique values 0 missing
att_1658	numeric	62 unique values 0 missing
att_1914	numeric	62 unique values 0 missing
att_123	numeric	62 unique values 0 missing
att_379	numeric	62 unique values 0 missing
att_635	numeric	62 unique values 0 missing
att_891	numeric	62 unique values 0 missing
att_1147	numeric	62 unique values 0 missing
att_1403	numeric	62 unique values 0 missing
att_1659	numeric	62 unique values 0 missing
att_1915	numeric	62 unique values 0 missing
att_124	numeric	62 unique values 0 missing
att_380	numeric	62 unique values 0 missing
att_636	numeric	62 unique values 0 missing
att_892	numeric	62 unique values 0 missing
att_1148	numeric	62 unique values 0 missing
att_1404	numeric	62 unique values 0 missing
att_1660	numeric	62 unique values 0 missing
att_1916	numeric	62 unique values 0 missing
att_125	numeric	62 unique values 0 missing
att_381	numeric	62 unique values 0 missing
att_637	numeric	62 unique values 0 missing
att_893	numeric	62 unique values 0 missing
att_1149	numeric	62 unique values 0 missing
att_1405	numeric	62 unique values 0 missing
att_1661	numeric	62 unique values 0 missing

Show first 100 features

107 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

2001

Number of attributes (columns) of the dataset.

NumberOfClasses

Number of distinct values of the target attribute (if it is nominal).

NumberOfMissingValues

Number of missing values in the dataset.

NumberOfInstancesWithMissingValues

Number of instances with at least one value missing.

NumberOfNumericFeatures

2001

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

REPTreeDepth3Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpKappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxMeansOfNumericAtts

Maximum of means among attributes of the numeric type.

MinMutualInformation

Minimal mutual information between the nominal attributes and the target attribute.

Quartile2SkewnessOfNumericAtts

-0.27

Second quartile (Median) of skewness among attributes of the numeric type.

RandomTreeDepth1AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

Dimensionality

32.27

Number of attributes divided by the number of instances.

MaxMutualInformation

Maximum mutual information between the nominal attributes and the target attribute.

MinNominalAttDistinctValues

The minimal number of distinct values among attributes of the nominal type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

Second quartile (Median) of standard deviation of attributes of the numeric type.

RandomTreeDepth1ErrRate

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.

MaxNominalAttDistinctValues

The maximum number of distinct values among attributes of the nominal type.

MinSkewnessOfNumericAtts

-2.25

Minimum skewness among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

RandomTreeDepth1Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

J48.00001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MaxSkewnessOfNumericAtts

2.06

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

0.96

Minimum standard deviation of attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

0.54

Third quartile of kurtosis among attributes of the numeric type.

AutoCorrelation

-0.21

Average class difference between consecutive instances.

RandomTreeDepth2AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.00001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MaxStdDevOfNumericAtts

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

PercentageOfNumericFeatures

100

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

Third quartile of means among attributes of the numeric type.

CfsSubsetEval_DecisionStumpAUC

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

RandomTreeDepth2ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.00001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

PercentageOfSymbolicFeatures

Percentage of nominal attributes.

Quartile3MutualInformation

Third quartile of mutual information between the nominal attributes and the target attribute.

CfsSubsetEval_DecisionStumpErrRate

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

RandomTreeDepth2Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.0001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanKurtosisOfNumericAtts

0.28

Mean kurtosis among attributes of the numeric type.

NaiveBayesAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

-0.02

Third quartile of skewness among attributes of the numeric type.

CfsSubsetEval_DecisionStumpKappa

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

RandomTreeDepth3AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.0001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanMeansOfNumericAtts

-0

Mean of means among attributes of the numeric type.

NaiveBayesErrRate

Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1KurtosisOfNumericAtts

-0.42

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

Third quartile of standard deviation of attributes of the numeric type.

CfsSubsetEval_NaiveBayesAUC

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

RandomTreeDepth3ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.0001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanMutualInformation

Average mutual information between the nominal attributes and the target attribute.

NaiveBayesKappa

Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1MeansOfNumericAtts

-0

First quartile of means among attributes of the numeric type.

REPTreeDepth1AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_NaiveBayesErrRate

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

RandomTreeDepth3Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanNoiseToSignalRatio

An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

First quartile of mutual information between the nominal attributes and the target attribute.

REPTreeDepth1ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_NaiveBayesKappa

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

CfsSubsetEval_kNN1NAUC

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

Standard deviation of the number of distinct values among attributes of the nominal type.

J48.001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanNominalAttDistinctValues

Average number of distinct values among the attributes of the nominal type.

Quartile1SkewnessOfNumericAtts

-0.54

First quartile of skewness among attributes of the numeric type.

REPTreeDepth1Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_kNN1NErrRate

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

Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk

J48.001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanSkewnessOfNumericAtts

-0.28

Mean skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

First quartile of standard deviation of attributes of the numeric type.

REPTreeDepth2AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2

CfsSubsetEval_kNN1NKappa

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

Error rate achieved by the landmarker weka.classifiers.lazy.IBk

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

Mean standard deviation of attributes of the numeric type.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

REPTreeDepth2ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2

ClassEntropy

Entropy of the target attribute values.

kNN1NKappa

Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2KurtosisOfNumericAtts

Second quartile (Median) of kurtosis among attributes of the numeric type.

REPTreeDepth2Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2

REPTreeDepth3AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.67

Minimum kurtosis among attributes of the numeric type.

Quartile2MeansOfNumericAtts

Second quartile (Median) of means among attributes of the numeric type.

REPTreeDepth3ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpErrRate

Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxKurtosisOfNumericAtts

11.49

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-0.29

Minimum of means among attributes of the numeric type.

Quartile2MutualInformation

Second quartile (Median) of mutual information between the nominal attributes and the target attribute.

Show all 107 properties

16 tasks

Supervised Regression on colon-cancer

0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class

Supervised Regression on colon-cancer

0 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class

Supervised Regression on colon-cancer

0 runs - estimation_procedure: Custom 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class

Supervised Regression on colon-cancer

0 runs - estimation_procedure: Test on Training Data - evaluation_measure: predictive_accuracy - target_feature: class

Supervised Regression on colon-cancer

0 runs - estimation_procedure: 5 times 2-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class

Clustering on colon-cancer