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Wikidata

active Sparse_ARFF Publicly available Visibility: public Uploaded 19-11-2015 by Andre Melo
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Wikidata with top-474 most frequent types and ingoing/outgoing properties as features

2331 features

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1091	nominal	2 unique values 0 missing
1347	nominal	2 unique values 0 missing
1603	nominal	2 unique values 0 missing
1859	nominal	2 unique values 0 missing
2115	nominal	2 unique values 0 missing
68	nominal	2 unique values 0 missing
324	nominal	2 unique values 0 missing
580	nominal	2 unique values 0 missing
836	nominal	2 unique values 0 missing
1092	nominal	2 unique values 0 missing
1348	nominal	2 unique values 0 missing
1604	nominal	2 unique values 0 missing
1860	nominal	2 unique values 0 missing
2116	nominal	2 unique values 0 missing
69	nominal	2 unique values 0 missing
325	nominal	2 unique values 0 missing
581	nominal	2 unique values 0 missing
837	nominal	2 unique values 0 missing
1093	nominal	2 unique values 0 missing
1349	nominal	2 unique values 0 missing
1605	nominal	2 unique values 0 missing
1861	nominal	2 unique values 0 missing
2117	nominal	2 unique values 0 missing
70	nominal	2 unique values 0 missing
326	nominal	2 unique values 0 missing
582	nominal	2 unique values 0 missing
838	nominal	2 unique values 0 missing
1094	nominal	2 unique values 0 missing
1350	nominal	2 unique values 0 missing
1606	nominal	2 unique values 0 missing
1862	nominal	2 unique values 0 missing
2118	nominal	2 unique values 0 missing
71	nominal	2 unique values 0 missing
327	nominal	2 unique values 0 missing
583	nominal	2 unique values 0 missing
839	nominal	2 unique values 0 missing
1095	nominal	2 unique values 0 missing
1351	nominal	2 unique values 0 missing
1607	nominal	2 unique values 0 missing
1863	nominal	2 unique values 0 missing
2119	nominal	2 unique values 0 missing
72	nominal	2 unique values 0 missing
328	nominal	2 unique values 0 missing
584	nominal	2 unique values 0 missing
840	nominal	2 unique values 0 missing
1096	nominal	2 unique values 0 missing
1352	nominal	2 unique values 0 missing
1608	nominal	2 unique values 0 missing
1864	nominal	2 unique values 0 missing
2120	nominal	2 unique values 0 missing
73	nominal	2 unique values 0 missing
329	nominal	2 unique values 0 missing
585	nominal	2 unique values 0 missing
841	nominal	2 unique values 0 missing
1097	nominal	2 unique values 0 missing
1353	nominal	2 unique values 0 missing
1609	nominal	2 unique values 0 missing
1865	nominal	2 unique values 0 missing
2121	nominal	2 unique values 0 missing
74	nominal	2 unique values 0 missing
330	nominal	2 unique values 0 missing
586	nominal	2 unique values 0 missing
842	nominal	2 unique values 0 missing
1098	nominal	2 unique values 0 missing
1354	nominal	2 unique values 0 missing
1610	nominal	2 unique values 0 missing
1866	nominal	2 unique values 0 missing
2122	nominal	2 unique values 0 missing
75	nominal	2 unique values 0 missing
331	nominal	2 unique values 0 missing
587	nominal	2 unique values 0 missing
843	nominal	2 unique values 0 missing
1099	nominal	2 unique values 0 missing
1355	nominal	2 unique values 0 missing
1611	nominal	2 unique values 0 missing
1867	nominal	2 unique values 0 missing
2123	nominal	2 unique values 0 missing
76	nominal	2 unique values 0 missing
332	nominal	2 unique values 0 missing
588	nominal	2 unique values 0 missing
844	nominal	2 unique values 0 missing
1100	nominal	2 unique values 0 missing
1356	nominal	2 unique values 0 missing
1612	nominal	2 unique values 0 missing
1868	nominal	2 unique values 0 missing
2124	nominal	2 unique values 0 missing
77	nominal	2 unique values 0 missing
333	nominal	2 unique values 0 missing
589	nominal	2 unique values 0 missing
845	nominal	2 unique values 0 missing
1101	nominal	2 unique values 0 missing
1357	nominal	2 unique values 0 missing
1613	nominal	2 unique values 0 missing
1869	nominal	2 unique values 0 missing
2125	nominal	2 unique values 0 missing
78	nominal	2 unique values 0 missing
334	nominal	2 unique values 0 missing
590	nominal	2 unique values 0 missing
846	nominal	2 unique values 0 missing
1102	nominal	2 unique values 0 missing
1358	nominal	2 unique values 0 missing
1614	nominal	2 unique values 0 missing
1870	nominal	2 unique values 0 missing
2126	nominal	2 unique values 0 missing
79	nominal	2 unique values 0 missing
335	nominal	2 unique values 0 missing
591	nominal	2 unique values 0 missing
847	nominal	2 unique values 0 missing
1103	nominal	2 unique values 0 missing
1359	nominal	2 unique values 0 missing
1615	nominal	2 unique values 0 missing
1871	nominal	2 unique values 0 missing
2127	nominal	2 unique values 0 missing
80	nominal	2 unique values 0 missing
336	nominal	2 unique values 0 missing
592	nominal	2 unique values 0 missing
848	nominal	2 unique values 0 missing
1104	nominal	2 unique values 0 missing
1360	nominal	2 unique values 0 missing
1616	nominal	2 unique values 0 missing
1872	nominal	2 unique values 0 missing
2128	nominal	2 unique values 0 missing
81	nominal	2 unique values 0 missing
337	nominal	2 unique values 0 missing
593	nominal	2 unique values 0 missing
849	nominal	2 unique values 0 missing
1105	nominal	2 unique values 0 missing
1361	nominal	2 unique values 0 missing
1617	nominal	2 unique values 0 missing
1873	nominal	2 unique values 0 missing
2129	nominal	2 unique values 0 missing
82	nominal	2 unique values 0 missing
338	nominal	2 unique values 0 missing
594	nominal	2 unique values 0 missing
850	nominal	2 unique values 0 missing
1106	nominal	2 unique values 0 missing
1362	nominal	2 unique values 0 missing
1618	nominal	2 unique values 0 missing
1874	nominal	2 unique values 0 missing
2130	nominal	2 unique values 0 missing
83	nominal	2 unique values 0 missing
339	nominal	2 unique values 0 missing
595	nominal	2 unique values 0 missing
851	nominal	2 unique values 0 missing
1107	nominal	2 unique values 0 missing
1363	nominal	2 unique values 0 missing
1619	nominal	2 unique values 0 missing
1875	nominal	2 unique values 0 missing
2131	nominal	2 unique values 0 missing
84	nominal	2 unique values 0 missing
340	nominal	2 unique values 0 missing
596	nominal	2 unique values 0 missing
852	nominal	2 unique values 0 missing
1108	nominal	2 unique values 0 missing
1364	nominal	2 unique values 0 missing
1620	nominal	2 unique values 0 missing
1876	nominal	2 unique values 0 missing
2132	nominal	2 unique values 0 missing
85	nominal	2 unique values 0 missing
341	nominal	2 unique values 0 missing
597	nominal	2 unique values 0 missing
853	nominal	2 unique values 0 missing
1109	nominal	2 unique values 0 missing
1365	nominal	2 unique values 0 missing
1621	nominal	2 unique values 0 missing
1877	nominal	2 unique values 0 missing
2133	nominal	2 unique values 0 missing
86	nominal	2 unique values 0 missing
342	nominal	2 unique values 0 missing
598	nominal	2 unique values 0 missing
854	nominal	2 unique values 0 missing
1110	nominal	2 unique values 0 missing
1366	nominal	2 unique values 0 missing
1622	nominal	2 unique values 0 missing
1878	nominal	2 unique values 0 missing
2134	nominal	2 unique values 0 missing
87	nominal	2 unique values 0 missing
343	nominal	2 unique values 0 missing
599	nominal	2 unique values 0 missing
855	nominal	2 unique values 0 missing
1111	nominal	2 unique values 0 missing
1367	nominal	2 unique values 0 missing
1623	nominal	2 unique values 0 missing
1879	nominal	2 unique values 0 missing
2135	nominal	2 unique values 0 missing
88	nominal	2 unique values 0 missing
344	nominal	2 unique values 0 missing
600	nominal	2 unique values 0 missing
856	nominal	2 unique values 0 missing
1112	nominal	2 unique values 0 missing
1368	nominal	2 unique values 0 missing
1624	nominal	2 unique values 0 missing
1880	nominal	2 unique values 0 missing
2136	nominal	2 unique values 0 missing
89	nominal	2 unique values 0 missing
345	nominal	2 unique values 0 missing
601	nominal	2 unique values 0 missing
857	nominal	2 unique values 0 missing
1113	nominal	2 unique values 0 missing
1369	nominal	2 unique values 0 missing
1625	nominal	2 unique values 0 missing
1881	nominal	2 unique values 0 missing
2137	nominal	2 unique values 0 missing
90	nominal	2 unique values 0 missing
346	nominal	2 unique values 0 missing
602	nominal	2 unique values 0 missing
858	nominal	2 unique values 0 missing
1114	nominal	2 unique values 0 missing
1370	nominal	2 unique values 0 missing
1626	nominal	2 unique values 0 missing
1882	nominal	2 unique values 0 missing
2138	nominal	2 unique values 0 missing
91	nominal	2 unique values 0 missing
347	nominal	2 unique values 0 missing
603	nominal	2 unique values 0 missing
859	nominal	2 unique values 0 missing
1115	nominal	2 unique values 0 missing
1371	nominal	2 unique values 0 missing
1627	nominal	2 unique values 0 missing
1883	nominal	2 unique values 0 missing
2139	nominal	2 unique values 0 missing
92	nominal	2 unique values 0 missing
348	nominal	2 unique values 0 missing
604	nominal	2 unique values 0 missing
860	nominal	2 unique values 0 missing
1116	nominal	2 unique values 0 missing
1372	nominal	2 unique values 0 missing
1628	nominal	2 unique values 0 missing
1884	nominal	2 unique values 0 missing
2140	nominal	2 unique values 0 missing
93	nominal	2 unique values 0 missing
349	nominal	2 unique values 0 missing
605	nominal	2 unique values 0 missing
861	nominal	2 unique values 0 missing
1117	nominal	2 unique values 0 missing
1373	nominal	2 unique values 0 missing
1629	nominal	2 unique values 0 missing
1885	nominal	2 unique values 0 missing
2141	nominal	2 unique values 0 missing
94	nominal	2 unique values 0 missing
350	nominal	2 unique values 0 missing
606	nominal	2 unique values 0 missing
862	nominal	2 unique values 0 missing
1118	nominal	2 unique values 0 missing
1374	nominal	2 unique values 0 missing
1630	nominal	2 unique values 0 missing
1886	nominal	2 unique values 0 missing
2142	nominal	2 unique values 0 missing
95	nominal	2 unique values 0 missing
351	nominal	2 unique values 0 missing
607	nominal	2 unique values 0 missing
863	nominal	2 unique values 0 missing
1119	nominal	2 unique values 0 missing
1375	nominal	2 unique values 0 missing
1631	nominal	2 unique values 0 missing
1887	nominal	2 unique values 0 missing
2143	nominal	2 unique values 0 missing
96	nominal	2 unique values 0 missing
352	nominal	2 unique values 0 missing
608	nominal	2 unique values 0 missing
864	nominal	2 unique values 0 missing
1120	nominal	2 unique values 0 missing
1376	nominal	2 unique values 0 missing
1632	nominal	2 unique values 0 missing
1888	nominal	2 unique values 0 missing
2144	nominal	2 unique values 0 missing
97	nominal	2 unique values 0 missing
353	nominal	2 unique values 0 missing
609	nominal	2 unique values 0 missing
865	nominal	2 unique values 0 missing
1121	nominal	2 unique values 0 missing
1377	nominal	2 unique values 0 missing
1633	nominal	2 unique values 0 missing
1889	nominal	2 unique values 0 missing
2145	nominal	2 unique values 0 missing
98	nominal	2 unique values 0 missing
354	nominal	2 unique values 0 missing
610	nominal	2 unique values 0 missing
866	nominal	2 unique values 0 missing
1122	nominal	2 unique values 0 missing
1378	nominal	2 unique values 0 missing
1634	nominal	2 unique values 0 missing
1890	nominal	2 unique values 0 missing
2146	nominal	2 unique values 0 missing
99	nominal	2 unique values 0 missing
355	nominal	2 unique values 0 missing
611	nominal	2 unique values 0 missing
867	nominal	2 unique values 0 missing
1123	nominal	2 unique values 0 missing
1379	nominal	2 unique values 0 missing
1635	nominal	2 unique values 0 missing
1891	nominal	2 unique values 0 missing
2147	nominal	2 unique values 0 missing
100	nominal	2 unique values 0 missing
356	nominal	2 unique values 0 missing
612	nominal	2 unique values 0 missing
868	nominal	2 unique values 0 missing
1124	nominal	2 unique values 0 missing
1380	nominal	2 unique values 0 missing
1636	nominal	2 unique values 0 missing
1892	nominal	2 unique values 0 missing
2148	nominal	2 unique values 0 missing
101	nominal	2 unique values 0 missing
357	nominal	2 unique values 0 missing
613	nominal	2 unique values 0 missing
869	nominal	2 unique values 0 missing
1125	nominal	2 unique values 0 missing
1381	nominal	2 unique values 0 missing
1637	nominal	2 unique values 0 missing
1893	nominal	2 unique values 0 missing
2149	nominal	2 unique values 0 missing
102	nominal	2 unique values 0 missing
358	nominal	2 unique values 0 missing
614	nominal	2 unique values 0 missing
870	nominal	2 unique values 0 missing
1126	nominal	2 unique values 0 missing
1382	nominal	2 unique values 0 missing
1638	nominal	2 unique values 0 missing
1894	nominal	2 unique values 0 missing
2150	nominal	2 unique values 0 missing
103	nominal	2 unique values 0 missing
359	nominal	2 unique values 0 missing
615	nominal	2 unique values 0 missing
871	nominal	2 unique values 0 missing
1127	nominal	2 unique values 0 missing
1383	nominal	2 unique values 0 missing
1639	nominal	2 unique values 0 missing
1895	nominal	2 unique values 0 missing
2151	nominal	2 unique values 0 missing
104	nominal	2 unique values 0 missing
360	nominal	2 unique values 0 missing
616	nominal	2 unique values 0 missing
872	nominal	2 unique values 0 missing
1128	nominal	2 unique values 0 missing
1384	nominal	2 unique values 0 missing
1640	nominal	2 unique values 0 missing
1896	nominal	2 unique values 0 missing
2152	nominal	2 unique values 0 missing
105	nominal	2 unique values 0 missing
361	nominal	2 unique values 0 missing
617	nominal	2 unique values 0 missing
873	nominal	2 unique values 0 missing
1129	nominal	2 unique values 0 missing
1385	nominal	2 unique values 0 missing
1641	nominal	2 unique values 0 missing
1897	nominal	2 unique values 0 missing
2153	nominal	2 unique values 0 missing
106	nominal	2 unique values 0 missing
362	nominal	2 unique values 0 missing
618	nominal	2 unique values 0 missing
874	nominal	2 unique values 0 missing
1130	nominal	2 unique values 0 missing
1386	nominal	2 unique values 0 missing
1642	nominal	2 unique values 0 missing
1898	nominal	2 unique values 0 missing
2154	nominal	2 unique values 0 missing
107	nominal	2 unique values 0 missing
363	nominal	2 unique values 0 missing
619	nominal	2 unique values 0 missing
875	nominal	2 unique values 0 missing
1131	nominal	2 unique values 0 missing
1387	nominal	2 unique values 0 missing
1643	nominal	2 unique values 0 missing
1899	nominal	2 unique values 0 missing
2155	nominal	2 unique values 0 missing
108	nominal	2 unique values 0 missing

Show first 100 features

107 properties

NumberOfInstances

19254100

Number of instances (rows) of the dataset.

NumberOfFeatures

2331

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

Number of numeric attributes.

NumberOfSymbolicFeatures

2331

Number of nominal attributes.

RandomTreeDepth1AUC

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

Dimensionality

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

100

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

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

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

Third quartile of kurtosis among attributes of the numeric type.

AutoCorrelation

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

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

100

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

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

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

Mean of means among attributes of the numeric type.

NaiveBayesErrRate

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

Quartile1KurtosisOfNumericAtts

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

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

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

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

2331

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_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

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

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

REPTreeDepth2Kappa

Kappa coefficient 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.

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

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

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

Minimum of means among attributes of the numeric type.

Quartile2MutualInformation

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

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

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

Show all 107 properties