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news20

active Sparse_ARFF Publicly available Visibility: public Uploaded 18-06-2015 by Farooq Zuberi
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Author: Ken Lang Source: [original](http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass.html) - Date unknown Please cite: Ken Lang. Newsweeder: Learning to filter netnews. In Proceedings of the Twelfth International Conference on Machine Learning, pages 331-339, 1995. #Dataset from the LIBSVM data repository. Preprocessing: First 80/20 training/testing split. Also see http://qwone.com/~jason/20Newsgroups/

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att_19715	numeric	2 unique values 0 missing
att_19971	numeric	3 unique values 0 missing
att_20227	numeric	2 unique values 0 missing
att_20483	numeric	2 unique values 0 missing
att_20739	numeric	3 unique values 0 missing
att_20995	numeric	5 unique values 0 missing
att_21251	numeric	4 unique values 0 missing
att_21507	numeric	4 unique values 0 missing
att_21763	numeric	2 unique values 0 missing
att_22019	numeric	4 unique values 0 missing
att_22275	numeric	2 unique values 0 missing
att_22531	numeric	3 unique values 0 missing
att_22787	numeric	2 unique values 0 missing
att_23043	numeric	3 unique values 0 missing
att_23299	numeric	4 unique values 0 missing
att_23555	numeric	2 unique values 0 missing
att_23811	numeric	4 unique values 0 missing
att_24067	numeric	3 unique values 0 missing
att_24323	numeric	2 unique values 0 missing
att_24579	numeric	2 unique values 0 missing
att_24835	numeric	2 unique values 0 missing
att_25091	numeric	2 unique values 0 missing
att_25347	numeric	3 unique values 0 missing
att_25603	numeric	2 unique values 0 missing
att_25859	numeric	2 unique values 0 missing
att_26115	numeric	3 unique values 0 missing
att_26371	numeric	2 unique values 0 missing
att_26627	numeric	3 unique values 0 missing
att_26883	numeric	2 unique values 0 missing
att_27139	numeric	2 unique values 0 missing
att_27395	numeric	2 unique values 0 missing
att_27651	numeric	2 unique values 0 missing
att_27907	numeric	2 unique values 0 missing
att_28163	numeric	2 unique values 0 missing
att_28419	numeric	2 unique values 0 missing
att_28675	numeric	2 unique values 0 missing
att_28931	numeric	2 unique values 0 missing
att_29187	numeric	6 unique values 0 missing
att_29443	numeric	5 unique values 0 missing
att_29699	numeric	2 unique values 0 missing
att_29955	numeric	2 unique values 0 missing
att_30211	numeric	3 unique values 0 missing
att_30467	numeric	2 unique values 0 missing
att_30723	numeric	3 unique values 0 missing
att_30979	numeric	2 unique values 0 missing
att_31235	numeric	2 unique values 0 missing
att_31491	numeric	2 unique values 0 missing
att_31747	numeric	3 unique values 0 missing
att_32003	numeric	2 unique values 0 missing
att_32259	numeric	2 unique values 0 missing
att_32515	numeric	2 unique values 0 missing
att_32771	numeric	2 unique values 0 missing
att_33027	numeric	2 unique values 0 missing
att_33283	numeric	4 unique values 0 missing
att_33539	numeric	16 unique values 0 missing
att_33795	numeric	2 unique values 0 missing
att_34051	numeric	2 unique values 0 missing
att_34307	numeric	2 unique values 0 missing
att_34563	numeric	2 unique values 0 missing
att_34819	numeric	2 unique values 0 missing
att_35075	numeric	2 unique values 0 missing
att_35331	numeric	3 unique values 0 missing
att_35587	numeric	2 unique values 0 missing
att_35843	numeric	7 unique values 0 missing
att_36099	numeric	4 unique values 0 missing
att_36355	numeric	5 unique values 0 missing
att_36611	numeric	3 unique values 0 missing
att_36867	numeric	2 unique values 0 missing
att_37123	numeric	3 unique values 0 missing
att_37379	numeric	2 unique values 0 missing
att_37635	numeric	2 unique values 0 missing
att_37891	numeric	2 unique values 0 missing
att_38147	numeric	2 unique values 0 missing
att_38403	numeric	2 unique values 0 missing
att_38659	numeric	3 unique values 0 missing
att_38915	numeric	3 unique values 0 missing
att_39171	numeric	2 unique values 0 missing
att_39427	numeric	2 unique values 0 missing
att_39683	numeric	2 unique values 0 missing
att_39939	numeric	2 unique values 0 missing
att_40195	numeric	2 unique values 0 missing
att_40451	numeric	3 unique values 0 missing
att_40707	numeric	2 unique values 0 missing
att_40963	numeric	3 unique values 0 missing
att_41219	numeric	3 unique values 0 missing
att_41475	numeric	3 unique values 0 missing
att_41731	numeric	3 unique values 0 missing
att_41987	numeric	2 unique values 0 missing
att_42243	numeric	2 unique values 0 missing
att_42499	numeric	2 unique values 0 missing
att_42755	numeric	2 unique values 0 missing
att_43011	numeric	2 unique values 0 missing
att_43267	numeric	2 unique values 0 missing
att_43523	numeric	2 unique values 0 missing
att_43779	numeric	3 unique values 0 missing
att_44035	numeric	2 unique values 0 missing
att_44291	numeric	2 unique values 0 missing
att_44547	numeric	2 unique values 0 missing
att_44803	numeric	2 unique values 0 missing
att_45059	numeric	4 unique values 0 missing
att_45315	numeric	2 unique values 0 missing
att_45571	numeric	3 unique values 0 missing
att_45827	numeric	2 unique values 0 missing
att_46083	numeric	2 unique values 0 missing
att_46339	numeric	2 unique values 0 missing
att_46595	numeric	3 unique values 0 missing
att_46851	numeric	2 unique values 0 missing
att_47107	numeric	2 unique values 0 missing
att_47363	numeric	2 unique values 0 missing
att_47619	numeric	2 unique values 0 missing
att_47875	numeric	2 unique values 0 missing
att_48131	numeric	3 unique values 0 missing
att_48387	numeric	2 unique values 0 missing
att_48643	numeric	2 unique values 0 missing
att_48899	numeric	2 unique values 0 missing
att_49155	numeric	3 unique values 0 missing
att_49411	numeric	2 unique values 0 missing
att_49667	numeric	3 unique values 0 missing
att_49923	numeric	2 unique values 0 missing
att_50179	numeric	3 unique values 0 missing
att_50435	numeric	3 unique values 0 missing
att_50691	numeric	2 unique values 0 missing
att_50947	numeric	3 unique values 0 missing
att_51203	numeric	4 unique values 0 missing
att_51459	numeric	2 unique values 0 missing
att_51715	numeric	2 unique values 0 missing
att_51971	numeric	3 unique values 0 missing
att_52227	numeric	2 unique values 0 missing
att_52483	numeric	2 unique values 0 missing
att_52739	numeric	2 unique values 0 missing
att_52995	numeric	2 unique values 0 missing
att_53251	numeric	2 unique values 0 missing
att_53507	numeric	2 unique values 0 missing
att_53763	numeric	2 unique values 0 missing
att_54019	numeric	3 unique values 0 missing
att_54275	numeric	3 unique values 0 missing
att_54531	numeric	2 unique values 0 missing
att_54787	numeric	3 unique values 0 missing
att_55043	numeric	2 unique values 0 missing
att_55299	numeric	2 unique values 0 missing
att_55555	numeric	2 unique values 0 missing
att_55811	numeric	2 unique values 0 missing
att_56067	numeric	3 unique values 0 missing
att_56323	numeric	2 unique values 0 missing
att_56579	numeric	2 unique values 0 missing
att_56835	numeric	2 unique values 0 missing
att_57091	numeric	2 unique values 0 missing
att_57347	numeric	3 unique values 0 missing
att_57603	numeric	2 unique values 0 missing
att_57859	numeric	2 unique values 0 missing
att_58115	numeric	2 unique values 0 missing
att_58371	numeric	3 unique values 0 missing
att_58627	numeric	3 unique values 0 missing
att_58883	numeric	3 unique values 0 missing
att_59139	numeric	3 unique values 0 missing
att_59395	numeric	2 unique values 0 missing
att_59651	numeric	2 unique values 0 missing
att_59907	numeric	2 unique values 0 missing
att_60163	numeric	3 unique values 0 missing
att_60419	numeric	2 unique values 0 missing
att_60675	numeric	2 unique values 0 missing
att_60931	numeric	2 unique values 0 missing
att_61187	numeric	2 unique values 0 missing
att_61443	numeric	2 unique values 0 missing
att_61699	numeric	2 unique values 0 missing
att_61955	numeric	2 unique values 0 missing
att_4	numeric	8 unique values 0 missing
att_260	numeric	4 unique values 0 missing
att_516	numeric	6 unique values 0 missing
att_772	numeric	13 unique values 0 missing
att_1028	numeric	3 unique values 0 missing
att_1284	numeric	5 unique values 0 missing
att_1540	numeric	5 unique values 0 missing
att_1796	numeric	5 unique values 0 missing
att_2052	numeric	5 unique values 0 missing
att_2308	numeric	2 unique values 0 missing
att_2564	numeric	4 unique values 0 missing
att_2820	numeric	5 unique values 0 missing
att_3076	numeric	3 unique values 0 missing
att_3332	numeric	2 unique values 0 missing
att_3588	numeric	9 unique values 0 missing
att_3844	numeric	3 unique values 0 missing
att_4100	numeric	12 unique values 0 missing
att_4356	numeric	4 unique values 0 missing
att_4612	numeric	2 unique values 0 missing
att_4868	numeric	4 unique values 0 missing
att_5124	numeric	4 unique values 0 missing
att_5380	numeric	6 unique values 0 missing
att_5636	numeric	5 unique values 0 missing
att_5892	numeric	2 unique values 0 missing
att_6148	numeric	2 unique values 0 missing
att_6404	numeric	4 unique values 0 missing
att_6660	numeric	2 unique values 0 missing
att_6916	numeric	2 unique values 0 missing
att_7172	numeric	2 unique values 0 missing
att_7428	numeric	3 unique values 0 missing
att_7684	numeric	4 unique values 0 missing
att_7940	numeric	4 unique values 0 missing
att_8196	numeric	2 unique values 0 missing
att_8452	numeric	2 unique values 0 missing
att_8708	numeric	6 unique values 0 missing
att_8964	numeric	7 unique values 0 missing
att_9220	numeric	2 unique values 0 missing
att_9476	numeric	2 unique values 0 missing
att_9732	numeric	5 unique values 0 missing
att_9988	numeric	8 unique values 0 missing
att_10244	numeric	8 unique values 0 missing
att_10500	numeric	4 unique values 0 missing
att_10756	numeric	2 unique values 0 missing
att_11012	numeric	2 unique values 0 missing
att_11268	numeric	2 unique values 0 missing
att_11524	numeric	4 unique values 0 missing
att_11780	numeric	5 unique values 0 missing
att_12036	numeric	2 unique values 0 missing
att_12292	numeric	6 unique values 0 missing
att_12548	numeric	3 unique values 0 missing
att_12804	numeric	2 unique values 0 missing
att_13060	numeric	2 unique values 0 missing
att_13316	numeric	4 unique values 0 missing
att_13572	numeric	2 unique values 0 missing
att_13828	numeric	5 unique values 0 missing
att_14084	numeric	2 unique values 0 missing
att_14340	numeric	3 unique values 0 missing
att_14596	numeric	3 unique values 0 missing
att_14852	numeric	2 unique values 0 missing
att_15108	numeric	3 unique values 0 missing
att_15364	numeric	2 unique values 0 missing
att_15620	numeric	2 unique values 0 missing
att_15876	numeric	3 unique values 0 missing
att_16132	numeric	2 unique values 0 missing
att_16388	numeric	2 unique values 0 missing
att_16644	numeric	6 unique values 0 missing
att_16900	numeric	2 unique values 0 missing
att_17156	numeric	3 unique values 0 missing
att_17412	numeric	2 unique values 0 missing
att_17668	numeric	2 unique values 0 missing
att_17924	numeric	5 unique values 0 missing
att_18180	numeric	2 unique values 0 missing
att_18436	numeric	3 unique values 0 missing
att_18692	numeric	2 unique values 0 missing
att_18948	numeric	3 unique values 0 missing
att_19204	numeric	2 unique values 0 missing
att_19460	numeric	2 unique values 0 missing
att_19716	numeric	5 unique values 0 missing
att_19972	numeric	2 unique values 0 missing
att_20228	numeric	3 unique values 0 missing
att_20484	numeric	2 unique values 0 missing
att_20740	numeric	3 unique values 0 missing
att_20996	numeric	4 unique values 0 missing
att_21252	numeric	2 unique values 0 missing
att_21508	numeric	4 unique values 0 missing
att_21764	numeric	3 unique values 0 missing
att_22020	numeric	2 unique values 0 missing
att_22276	numeric	3 unique values 0 missing
att_22532	numeric	2 unique values 0 missing
att_22788	numeric	2 unique values 0 missing
att_23044	numeric	2 unique values 0 missing
att_23300	numeric	2 unique values 0 missing
att_23556	numeric	5 unique values 0 missing
att_23812	numeric	2 unique values 0 missing
att_24068	numeric	3 unique values 0 missing
att_24324	numeric	3 unique values 0 missing
att_24580	numeric	2 unique values 0 missing
att_24836	numeric	3 unique values 0 missing
att_25092	numeric	2 unique values 0 missing
att_25348	numeric	2 unique values 0 missing
att_25604	numeric	3 unique values 0 missing
att_25860	numeric	2 unique values 0 missing
att_26116	numeric	2 unique values 0 missing
att_26372	numeric	3 unique values 0 missing
att_26628	numeric	2 unique values 0 missing
att_26884	numeric	4 unique values 0 missing
att_27140	numeric	4 unique values 0 missing
att_27396	numeric	3 unique values 0 missing
att_27652	numeric	2 unique values 0 missing
att_27908	numeric	2 unique values 0 missing
att_28164	numeric	2 unique values 0 missing
att_28420	numeric	2 unique values 0 missing
att_28676	numeric	2 unique values 0 missing
att_28932	numeric	2 unique values 0 missing
att_29188	numeric	2 unique values 0 missing
att_29444	numeric	2 unique values 0 missing
att_29700	numeric	3 unique values 0 missing
att_29956	numeric	2 unique values 0 missing
att_30212	numeric	7 unique values 0 missing
att_30468	numeric	2 unique values 0 missing
att_30724	numeric	2 unique values 0 missing
att_30980	numeric	4 unique values 0 missing
att_31236	numeric	4 unique values 0 missing
att_31492	numeric	2 unique values 0 missing
att_31748	numeric	2 unique values 0 missing
att_32004	numeric	3 unique values 0 missing
att_32260	numeric	2 unique values 0 missing
att_32516	numeric	2 unique values 0 missing
att_32772	numeric	2 unique values 0 missing
att_33028	numeric	3 unique values 0 missing
att_33284	numeric	3 unique values 0 missing
att_33540	numeric	2 unique values 0 missing
att_33796	numeric	3 unique values 0 missing
att_34052	numeric	3 unique values 0 missing
att_34308	numeric	7 unique values 0 missing
att_34564	numeric	2 unique values 0 missing
att_34820	numeric	2 unique values 0 missing
att_35076	numeric	2 unique values 0 missing
att_35332	numeric	2 unique values 0 missing
att_35588	numeric	2 unique values 0 missing
att_35844	numeric	2 unique values 0 missing
att_36100	numeric	2 unique values 0 missing
att_36356	numeric	2 unique values 0 missing
att_36612	numeric	2 unique values 0 missing
att_36868	numeric	2 unique values 0 missing
att_37124	numeric	2 unique values 0 missing
att_37380	numeric	3 unique values 0 missing
att_37636	numeric	2 unique values 0 missing
att_37892	numeric	3 unique values 0 missing
att_38148	numeric	4 unique values 0 missing
att_38404	numeric	2 unique values 0 missing
att_38660	numeric	3 unique values 0 missing
att_38916	numeric	2 unique values 0 missing
att_39172	numeric	2 unique values 0 missing
att_39428	numeric	3 unique values 0 missing
att_39684	numeric	2 unique values 0 missing
att_39940	numeric	3 unique values 0 missing
att_40196	numeric	3 unique values 0 missing
att_40452	numeric	3 unique values 0 missing
att_40708	numeric	2 unique values 0 missing
att_40964	numeric	2 unique values 0 missing
att_41220	numeric	2 unique values 0 missing
att_41476	numeric	2 unique values 0 missing
att_41732	numeric	3 unique values 0 missing
att_41988	numeric	2 unique values 0 missing
att_42244	numeric	2 unique values 0 missing
att_42500	numeric	3 unique values 0 missing
att_42756	numeric	3 unique values 0 missing
att_43012	numeric	2 unique values 0 missing
att_43268	numeric	2 unique values 0 missing
att_43524	numeric	2 unique values 0 missing
att_43780	numeric	3 unique values 0 missing
att_44036	numeric	3 unique values 0 missing
att_44292	numeric	2 unique values 0 missing
att_44548	numeric	2 unique values 0 missing
att_44804	numeric	2 unique values 0 missing
att_45060	numeric	4 unique values 0 missing
att_45316	numeric	2 unique values 0 missing
att_45572	numeric	4 unique values 0 missing
att_45828	numeric	2 unique values 0 missing
att_46084	numeric	2 unique values 0 missing
att_46340	numeric	2 unique values 0 missing
att_46596	numeric	3 unique values 0 missing
att_46852	numeric	3 unique values 0 missing
att_47108	numeric	2 unique values 0 missing
att_47364	numeric	2 unique values 0 missing
att_47620	numeric	2 unique values 0 missing
att_47876	numeric	2 unique values 0 missing
att_48132	numeric	2 unique values 0 missing
att_48388	numeric	2 unique values 0 missing
att_48644	numeric	2 unique values 0 missing
att_48900	numeric	2 unique values 0 missing
att_49156	numeric	4 unique values 0 missing
att_49412	numeric	2 unique values 0 missing
att_49668	numeric	2 unique values 0 missing
att_49924	numeric	3 unique values 0 missing
att_50180	numeric	2 unique values 0 missing
att_50436	numeric	3 unique values 0 missing
att_50692	numeric	2 unique values 0 missing
att_50948	numeric	2 unique values 0 missing
att_51204	numeric	2 unique values 0 missing
att_51460	numeric	2 unique values 0 missing
att_51716	numeric	2 unique values 0 missing
att_51972	numeric	2 unique values 0 missing
att_52228	numeric	2 unique values 0 missing
att_52484	numeric	2 unique values 0 missing
att_52740	numeric	2 unique values 0 missing
att_52996	numeric	2 unique values 0 missing
att_53252	numeric	3 unique values 0 missing
att_53508	numeric	2 unique values 0 missing
att_53764	numeric	3 unique values 0 missing
att_54020	numeric	3 unique values 0 missing
att_54276	numeric	3 unique values 0 missing
att_54532	numeric	2 unique values 0 missing
att_54788	numeric	3 unique values 0 missing
att_55044	numeric	2 unique values 0 missing
att_55300	numeric	2 unique values 0 missing
att_55556	numeric	2 unique values 0 missing
att_55812	numeric	2 unique values 0 missing
att_56068	numeric	2 unique values 0 missing
att_56324	numeric	2 unique values 0 missing
att_56580	numeric	2 unique values 0 missing
att_56836	numeric	4 unique values 0 missing
att_57092	numeric	3 unique values 0 missing
att_57348	numeric	2 unique values 0 missing
att_57604	numeric	2 unique values 0 missing
att_57860	numeric	2 unique values 0 missing
att_58116	numeric	2 unique values 0 missing
att_58372	numeric	3 unique values 0 missing
att_58628	numeric	2 unique values 0 missing
att_58884	numeric	2 unique values 0 missing
att_59140	numeric	2 unique values 0 missing
att_59396	numeric	2 unique values 0 missing
att_59652	numeric	2 unique values 0 missing
att_59908	numeric	2 unique values 0 missing
att_60164	numeric	2 unique values 0 missing
att_60420	numeric	2 unique values 0 missing
att_60676	numeric	3 unique values 0 missing
att_60932	numeric	2 unique values 0 missing
att_61188	numeric	2 unique values 0 missing
att_61444	numeric	2 unique values 0 missing
att_61700	numeric	2 unique values 0 missing
att_61956	numeric	2 unique values 0 missing
att_5	numeric	3 unique values 0 missing
att_261	numeric	5 unique values 0 missing
att_517	numeric	3 unique values 0 missing
att_773	numeric	2 unique values 0 missing
att_1029	numeric	3 unique values 0 missing
att_1285	numeric	2 unique values 0 missing
att_1541	numeric	7 unique values 0 missing
att_1797	numeric	3 unique values 0 missing
att_2053	numeric	6 unique values 0 missing
att_2309	numeric	4 unique values 0 missing
att_2565	numeric	3 unique values 0 missing
att_2821	numeric	4 unique values 0 missing
att_3077	numeric	3 unique values 0 missing
att_3333	numeric	2 unique values 0 missing
att_3589	numeric	2 unique values 0 missing
att_3845	numeric	2 unique values 0 missing
att_4101	numeric	4 unique values 0 missing
att_4357	numeric	3 unique values 0 missing
att_4613	numeric	6 unique values 0 missing
att_4869	numeric	4 unique values 0 missing
att_5125	numeric	3 unique values 0 missing
att_5381	numeric	14 unique values 0 missing
att_5637	numeric	4 unique values 0 missing
att_5893	numeric	2 unique values 0 missing
att_6149	numeric	7 unique values 0 missing
att_6405	numeric	6 unique values 0 missing
att_6661	numeric	3 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

19928

Number of instances (rows) of the dataset.

NumberOfFeatures

62062

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

62062

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MaxKurtosisOfNumericAtts

19928

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

10.51

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

9961.5

Third quartile of kurtosis among attributes of the numeric type.

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.

PercentageOfNumericFeatures

100

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-0

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxSkewnessOfNumericAtts

141.17

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

0.01

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

99.81

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

5.76

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

2842.57

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

0.04

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

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

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

MeanKurtosisOfNumericAtts

7289.85

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

MeanMeansOfNumericAtts

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

50.78

First quartile of skewness among attributes of the numeric type.

AutoCorrelation

-0.91

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.01

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

ClassEntropy

Entropy of the target attribute values.

MeanNoiseToSignalRatio

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Dimensionality

3.11

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

6639.33

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

EquivalentNumberOfAtts

Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.

MeanSkewnessOfNumericAtts

77.06

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

0.04

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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