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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4981

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL4981 (TID: 10741), and it has 11 rows and 338 features (not including molecule IDs and class feature: molecule_id and pXC50). The features represent Molecular Descriptors which were generated from SMILES strings. Missing value imputation was applied to this dataset (By choosing the Median). Feature selection was also applied.

340 features

pXC50 (target)	numeric	11 unique values 0 missing
molecule_id (row identifier)	nominal	11 unique values 0 missing
CATS2D_02_PL	numeric	2 unique values 0 missing
AMR	numeric	7 unique values 0 missing
CATS2D_03_AA	numeric	3 unique values 0 missing
ATS2m	numeric	7 unique values 0 missing
CATS2D_03_AL	numeric	5 unique values 0 missing
ATS2s	numeric	7 unique values 0 missing
CATS2D_03_DL	numeric	6 unique values 0 missing
BID	numeric	5 unique values 0 missing
CATS2D_03_LL	numeric	6 unique values 0 missing
CENT	numeric	6 unique values 0 missing
CATS2D_03_PL	numeric	2 unique values 0 missing
Chi0_EA.bo.	numeric	7 unique values 0 missing
CATS2D_04_AA	numeric	2 unique values 0 missing
Chi1_AEA.bo.	numeric	6 unique values 0 missing
CATS2D_04_AL	numeric	6 unique values 0 missing
Chi1_AEA.dm.	numeric	6 unique values 0 missing
CATS2D_04_DL	numeric	5 unique values 0 missing
Chi1_AEA.ed.	numeric	6 unique values 0 missing
CATS2D_04_LL	numeric	5 unique values 0 missing
Chi1_AEA.ri.	numeric	6 unique values 0 missing
CATS2D_05_AA	numeric	3 unique values 0 missing
Chi1_EA	numeric	6 unique values 0 missing
CATS2D_05_AL	numeric	5 unique values 0 missing
CID	numeric	6 unique values 0 missing
CATS2D_05_DD	numeric	2 unique values 0 missing
CSI	numeric	6 unique values 0 missing
CATS2D_05_DL	numeric	6 unique values 0 missing
Dz	numeric	6 unique values 0 missing
CATS2D_05_LL	numeric	6 unique values 0 missing
Eig11_AEA.bo.	numeric	7 unique values 0 missing
CATS2D_05_PL	numeric	2 unique values 0 missing
Eig11_AEA.ri.	numeric	7 unique values 0 missing
CATS2D_06_AA	numeric	2 unique values 0 missing
Eig11_EA	numeric	6 unique values 0 missing
CATS2D_06_AL	numeric	5 unique values 0 missing
Eig11_EA.ed.	numeric	6 unique values 0 missing
CATS2D_06_DA	numeric	2 unique values 0 missing
Eig11_EA.ri.	numeric	7 unique values 0 missing
CATS2D_06_DL	numeric	5 unique values 0 missing
Eig12_AEA.ri.	numeric	7 unique values 0 missing
CATS2D_06_LL	numeric	6 unique values 0 missing
Eig12_EA	numeric	6 unique values 0 missing
CATS2D_07_AL	numeric	5 unique values 0 missing
Eig12_EA.ed.	numeric	6 unique values 0 missing
CATS2D_07_DA	numeric	2 unique values 0 missing
Eig12_EA.ri.	numeric	7 unique values 0 missing
CATS2D_07_DD	numeric	2 unique values 0 missing
Eig13_AEA.ed.	numeric	6 unique values 0 missing
CATS2D_07_DL	numeric	5 unique values 0 missing
Eig13_AEA.ri.	numeric	7 unique values 0 missing
CATS2D_07_LL	numeric	5 unique values 0 missing
Eig13_EA	numeric	6 unique values 0 missing
CATS2D_08_AA	numeric	2 unique values 0 missing
Eig13_EA.ed.	numeric	6 unique values 0 missing
CATS2D_08_AL	numeric	5 unique values 0 missing
Eig13_EA.ri.	numeric	7 unique values 0 missing
CATS2D_08_AP	numeric	2 unique values 0 missing
Eig14_AEA.ed.	numeric	5 unique values 0 missing
CATS2D_08_DA	numeric	2 unique values 0 missing
Eig15_AEA.bo.	numeric	7 unique values 0 missing
CATS2D_08_DL	numeric	5 unique values 0 missing
Eig15_AEA.ed.	numeric	6 unique values 0 missing
CATS2D_08_LL	numeric	5 unique values 0 missing
Eig15_AEA.ri.	numeric	7 unique values 0 missing
CATS2D_09_AA	numeric	2 unique values 0 missing
Eig15_EA	numeric	6 unique values 0 missing
CATS2D_09_AL	numeric	5 unique values 0 missing
Eig15_EA.bo.	numeric	6 unique values 0 missing
CATS2D_09_AP	numeric	2 unique values 0 missing
Eta_alpha	numeric	6 unique values 0 missing
CATS2D_09_DA	numeric	2 unique values 0 missing
GMTI	numeric	6 unique values 0 missing
CATS2D_09_DD	numeric	2 unique values 0 missing
HDcpx	numeric	6 unique values 0 missing
CATS2D_09_DL	numeric	4 unique values 0 missing
IDDM	numeric	6 unique values 0 missing
CATS2D_09_LL	numeric	5 unique values 0 missing
IDET	numeric	6 unique values 0 missing
Chi0_EA.dm.	numeric	7 unique values 0 missing
IDM	numeric	6 unique values 0 missing
Chi0_EA.ed.	numeric	6 unique values 0 missing
IDMT	numeric	6 unique values 0 missing
Chi1_EA.bo.	numeric	7 unique values 0 missing
LPRS	numeric	6 unique values 0 missing
Chi1_EA.dm.	numeric	7 unique values 0 missing
MATS3p	numeric	7 unique values 0 missing
Chi1_EA.ed.	numeric	6 unique values 0 missing
MATS3v	numeric	7 unique values 0 missing
CIC0	numeric	7 unique values 0 missing
MATS4m	numeric	7 unique values 0 missing
CIC1	numeric	7 unique values 0 missing
MDDD	numeric	6 unique values 0 missing
CIC2	numeric	7 unique values 0 missing
MPC01	numeric	6 unique values 0 missing
CIC3	numeric	7 unique values 0 missing
MWC01	numeric	6 unique values 0 missing
CIC4	numeric	7 unique values 0 missing
MWC02	numeric	5 unique values 0 missing
CIC5	numeric	7 unique values 0 missing
nBO	numeric	6 unique values 0 missing
Cl.089	numeric	3 unique values 0 missing
nSK	numeric	5 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
ON1	numeric	6 unique values 0 missing
DBI	numeric	5 unique values 0 missing
Psi_e_0	numeric	7 unique values 0 missing
D.Dtr03	numeric	2 unique values 0 missing
Psi_e_1	numeric	7 unique values 0 missing
D.Dtr05	numeric	6 unique values 0 missing
Psi_i_0	numeric	7 unique values 0 missing
D.Dtr06	numeric	6 unique values 0 missing
RDSQ	numeric	6 unique values 0 missing
D.Dtr09	numeric	5 unique values 0 missing
S0K	numeric	7 unique values 0 missing
D.Dtr10	numeric	5 unique values 0 missing
SM02_AEA.bo.	numeric	6 unique values 0 missing
DECC	numeric	6 unique values 0 missing
SM03_AEA.bo.	numeric	7 unique values 0 missing
DELS	numeric	7 unique values 0 missing
SM04_AEA.bo.	numeric	7 unique values 0 missing
DLS_01	numeric	2 unique values 0 missing
SM05_AEA.dm.	numeric	6 unique values 0 missing
DLS_02	numeric	3 unique values 0 missing
SM06_AEA.dm.	numeric	6 unique values 0 missing
DLS_03	numeric	2 unique values 0 missing
SM06_AEA.ri.	numeric	6 unique values 0 missing
DLS_04	numeric	5 unique values 0 missing
SM07_AEA.dm.	numeric	6 unique values 0 missing
DLS_05	numeric	2 unique values 0 missing
SM07_AEA.ri.	numeric	6 unique values 0 missing
DLS_06	numeric	2 unique values 0 missing
SM08_AEA.ri.	numeric	6 unique values 0 missing
DLS_cons	numeric	7 unique values 0 missing
SM09_AEA.dm.	numeric	6 unique values 0 missing
Eig01_AEA.bo.	numeric	7 unique values 0 missing
SNar	numeric	6 unique values 0 missing
Eig01_AEA.dm.	numeric	7 unique values 0 missing
SpAD_AEA.bo.	numeric	7 unique values 0 missing
Eig01_AEA.ed.	numeric	6 unique values 0 missing
SpAD_AEA.ed.	numeric	6 unique values 0 missing
Eig01_AEA.ri.	numeric	6 unique values 0 missing
SpAD_AEA.ri.	numeric	7 unique values 0 missing
Eig01_EA	numeric	6 unique values 0 missing
SpAD_EA	numeric	6 unique values 0 missing
Eig01_EA.bo.	numeric	7 unique values 0 missing
SpAD_EA.ri.	numeric	7 unique values 0 missing
Eig01_EA.dm.	numeric	6 unique values 0 missing
SpMax5_Bh.e.	numeric	7 unique values 0 missing
Eig01_EA.ed.	numeric	6 unique values 0 missing
SpMax5_Bh.i.	numeric	7 unique values 0 missing
Eig01_EA.ri.	numeric	6 unique values 0 missing
SpMax5_Bh.p.	numeric	7 unique values 0 missing
Eig02_AEA.bo.	numeric	7 unique values 0 missing
SpMax5_Bh.v.	numeric	7 unique values 0 missing
Eig02_AEA.dm.	numeric	7 unique values 0 missing
SpMax7_Bh.m.	numeric	7 unique values 0 missing
Eig02_AEA.ed.	numeric	6 unique values 0 missing
SpMax8_Bh.m.	numeric	7 unique values 0 missing
Eig02_AEA.ri.	numeric	7 unique values 0 missing
SpMin5_Bh.v.	numeric	7 unique values 0 missing
Eig02_EA	numeric	6 unique values 0 missing
SRW02	numeric	6 unique values 0 missing
Eig02_EA.bo.	numeric	7 unique values 0 missing
SRW04	numeric	5 unique values 0 missing
Eig02_EA.dm.	numeric	6 unique values 0 missing
VAR	numeric	5 unique values 0 missing
Wap	numeric	6 unique values 0 missing
X0	numeric	6 unique values 0 missing
X0sol	numeric	6 unique values 0 missing
X1	numeric	6 unique values 0 missing
X1Mad	numeric	6 unique values 0 missing
X2	numeric	6 unique values 0 missing
X2sol	numeric	6 unique values 0 missing
X4	numeric	6 unique values 0 missing
X4sol	numeric	6 unique values 0 missing
Xt	numeric	6 unique values 0 missing
Xu	numeric	6 unique values 0 missing
ZM1	numeric	5 unique values 0 missing
ZM2Mad	numeric	6 unique values 0 missing
ATS7m	numeric	7 unique values 0 missing
Chi0_AEA.bo.	numeric	6 unique values 0 missing
Chi0_AEA.dm.	numeric	6 unique values 0 missing
Chi0_AEA.ed.	numeric	6 unique values 0 missing
Chi0_AEA.ri.	numeric	6 unique values 0 missing
Chi0_EA	numeric	6 unique values 0 missing
Chi0_EA.ri.	numeric	7 unique values 0 missing
Chi1_EA.ri.	numeric	7 unique values 0 missing
ECC	numeric	6 unique values 0 missing
Eig11_EA.bo.	numeric	7 unique values 0 missing
Eig15_EA.ed.	numeric	6 unique values 0 missing
Eig15_EA.ri.	numeric	6 unique values 0 missing
IVDM	numeric	5 unique values 0 missing
MATS4e	numeric	5 unique values 0 missing
MATS4s	numeric	7 unique values 0 missing
MW	numeric	7 unique values 0 missing
SM10_AEA.ri.	numeric	6 unique values 0 missing
SMTI	numeric	6 unique values 0 missing
UNIP	numeric	5 unique values 0 missing
X1sol	numeric	6 unique values 0 missing
AAC	numeric	7 unique values 0 missing
AECC	numeric	6 unique values 0 missing
ALOGP	numeric	7 unique values 0 missing
ALOGP2	numeric	7 unique values 0 missing
AMW	numeric	7 unique values 0 missing
ARR	numeric	3 unique values 0 missing
ATS1e	numeric	7 unique values 0 missing
ATS1i	numeric	7 unique values 0 missing
ATS1m	numeric	7 unique values 0 missing
ATS1p	numeric	7 unique values 0 missing
ATS1s	numeric	7 unique values 0 missing
ATS1v	numeric	7 unique values 0 missing
ATS2e	numeric	7 unique values 0 missing
ATS2i	numeric	7 unique values 0 missing
ATS2p	numeric	7 unique values 0 missing
ATS2v	numeric	7 unique values 0 missing
ATS3e	numeric	7 unique values 0 missing
ATS3i	numeric	7 unique values 0 missing
ATS3m	numeric	7 unique values 0 missing
ATS3p	numeric	7 unique values 0 missing
ATS3s	numeric	6 unique values 0 missing
ATS3v	numeric	7 unique values 0 missing
ATS4e	numeric	7 unique values 0 missing
ATS4i	numeric	7 unique values 0 missing
ATS4m	numeric	6 unique values 0 missing
ATS4p	numeric	7 unique values 0 missing
ATS4s	numeric	7 unique values 0 missing
ATS4v	numeric	7 unique values 0 missing
ATS5e	numeric	7 unique values 0 missing
ATS5i	numeric	7 unique values 0 missing
ATS5m	numeric	7 unique values 0 missing
ATS5p	numeric	7 unique values 0 missing
ATS5s	numeric	7 unique values 0 missing
ATS5v	numeric	7 unique values 0 missing
ATS6e	numeric	7 unique values 0 missing
ATS6i	numeric	7 unique values 0 missing
ATS6m	numeric	6 unique values 0 missing
ATS6p	numeric	7 unique values 0 missing
ATS6s	numeric	6 unique values 0 missing
ATS6v	numeric	7 unique values 0 missing
ATS7e	numeric	7 unique values 0 missing
ATS7i	numeric	7 unique values 0 missing
ATS7p	numeric	7 unique values 0 missing
ATS7s	numeric	7 unique values 0 missing
ATS7v	numeric	7 unique values 0 missing
ATS8e	numeric	7 unique values 0 missing
ATS8i	numeric	7 unique values 0 missing
ATS8m	numeric	7 unique values 0 missing
ATS8p	numeric	7 unique values 0 missing
ATS8s	numeric	7 unique values 0 missing
ATS8v	numeric	7 unique values 0 missing
ATSC1e	numeric	7 unique values 0 missing
ATSC1i	numeric	7 unique values 0 missing
ATSC1m	numeric	7 unique values 0 missing
ATSC1p	numeric	7 unique values 0 missing
ATSC1s	numeric	7 unique values 0 missing
ATSC1v	numeric	7 unique values 0 missing
ATSC2e	numeric	7 unique values 0 missing
ATSC2i	numeric	7 unique values 0 missing
ATSC2m	numeric	7 unique values 0 missing
ATSC2p	numeric	7 unique values 0 missing
ATSC2s	numeric	7 unique values 0 missing
ATSC2v	numeric	7 unique values 0 missing
ATSC3e	numeric	7 unique values 0 missing
ATSC3i	numeric	7 unique values 0 missing
ATSC3m	numeric	7 unique values 0 missing
ATSC3p	numeric	7 unique values 0 missing
ATSC3s	numeric	7 unique values 0 missing
ATSC3v	numeric	7 unique values 0 missing
ATSC4e	numeric	7 unique values 0 missing
ATSC4i	numeric	7 unique values 0 missing
ATSC4m	numeric	7 unique values 0 missing
ATSC4p	numeric	7 unique values 0 missing
ATSC4s	numeric	7 unique values 0 missing
ATSC4v	numeric	7 unique values 0 missing
ATSC5e	numeric	7 unique values 0 missing
ATSC5i	numeric	7 unique values 0 missing
ATSC5m	numeric	7 unique values 0 missing
ATSC5p	numeric	7 unique values 0 missing
ATSC5s	numeric	7 unique values 0 missing
ATSC5v	numeric	7 unique values 0 missing
ATSC6e	numeric	7 unique values 0 missing
ATSC6i	numeric	7 unique values 0 missing
ATSC6m	numeric	7 unique values 0 missing
ATSC6p	numeric	7 unique values 0 missing
ATSC6s	numeric	7 unique values 0 missing
ATSC6v	numeric	7 unique values 0 missing
ATSC7e	numeric	7 unique values 0 missing
ATSC7i	numeric	7 unique values 0 missing
ATSC7m	numeric	7 unique values 0 missing
ATSC7p	numeric	7 unique values 0 missing
ATSC7s	numeric	7 unique values 0 missing
ATSC7v	numeric	7 unique values 0 missing
ATSC8e	numeric	7 unique values 0 missing
ATSC8i	numeric	7 unique values 0 missing
ATSC8m	numeric	7 unique values 0 missing
ATSC8p	numeric	7 unique values 0 missing
ATSC8s	numeric	7 unique values 0 missing
ATSC8v	numeric	7 unique values 0 missing
BAC	numeric	6 unique values 0 missing
BBI	numeric	5 unique values 0 missing
BIC0	numeric	7 unique values 0 missing
BIC1	numeric	7 unique values 0 missing
BIC2	numeric	7 unique values 0 missing
BIC3	numeric	6 unique values 0 missing
BIC4	numeric	7 unique values 0 missing
BIC5	numeric	7 unique values 0 missing
BLI	numeric	7 unique values 0 missing
BLTA96	numeric	7 unique values 0 missing
BLTD48	numeric	7 unique values 0 missing
BLTF96	numeric	7 unique values 0 missing
C.	numeric	7 unique values 0 missing
C.001	numeric	5 unique values 0 missing
C.002	numeric	5 unique values 0 missing
C.003	numeric	3 unique values 0 missing
C.004	numeric	3 unique values 0 missing
C.006	numeric	4 unique values 0 missing
C.008	numeric	2 unique values 0 missing
C.011	numeric	2 unique values 0 missing
C.012	numeric	2 unique values 0 missing
C.016	numeric	2 unique values 0 missing
C.017	numeric	3 unique values 0 missing
C.024	numeric	3 unique values 0 missing
C.025	numeric	2 unique values 0 missing
C.026	numeric	3 unique values 0 missing
C.027	numeric	2 unique values 0 missing
C.033	numeric	2 unique values 0 missing
C.038	numeric	2 unique values 0 missing
C.040	numeric	2 unique values 0 missing
C.042	numeric	2 unique values 0 missing
CATS2D_00_DD	numeric	2 unique values 0 missing
CATS2D_00_DP	numeric	2 unique values 0 missing
CATS2D_00_PP	numeric	2 unique values 0 missing
CATS2D_01_DA	numeric	2 unique values 0 missing
CATS2D_01_LL	numeric	6 unique values 0 missing
CATS2D_02_AA	numeric	3 unique values 0 missing
CATS2D_02_AL	numeric	4 unique values 0 missing
CATS2D_02_DL	numeric	4 unique values 0 missing
CATS2D_02_LL	numeric	6 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

340

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

339

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile2KurtosisOfNumericAtts

-1.39

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

Dimensionality

30.91

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2MeansOfNumericAtts

4.31

Second quartile (Median) of means 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

0.27

Mean skewness among attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

107.7

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

0.2

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.53

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-2.44

Minimum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-5.75

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

Maximum kurtosis among attributes of the numeric type.

MinMutualInformation

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

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

-0.93

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

38342.27

Maximum of means among attributes of the numeric type.

MinNominalAttDistinctValues

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

PercentageOfNumericFeatures

99.71

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

17.54

Third quartile of means among attributes of the numeric type.

MaxMutualInformation

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

MinSkewnessOfNumericAtts

-1.95

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.29

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxNominalAttDistinctValues

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

MinStdDevOfNumericAtts

0.01

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

0.62

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

3.32

Maximum skewness among attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

-2.1

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

3.19

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

MaxStdDevOfNumericAtts

15752.06

Maximum standard deviation of attributes of the numeric type.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

1.14

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.

MeanAttributeEntropy

Average entropy of the attributes.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

MeanKurtosisOfNumericAtts

-1.14

Mean kurtosis among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.16

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

312.7

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.23

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

AutoCorrelation

-0.13

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

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.

Show all 62 properties