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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2934

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 by unknown
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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: CHEMBL2934 (TID: 17095), and it has 39 rows and 347 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.

349 features

pXC50 (target)	numeric	34 unique values 0 missing
molecule_id (row identifier)	nominal	39 unique values 0 missing
ATSC1s	numeric	38 unique values 0 missing
ATS3m	numeric	38 unique values 0 missing
ATS3s	numeric	38 unique values 0 missing
ATS4m	numeric	37 unique values 0 missing
ATS4p	numeric	39 unique values 0 missing
ATS4v	numeric	38 unique values 0 missing
ATS5e	numeric	39 unique values 0 missing
ATS5i	numeric	38 unique values 0 missing
ATS5p	numeric	38 unique values 0 missing
ATS5s	numeric	38 unique values 0 missing
ATS5v	numeric	39 unique values 0 missing
ATS6e	numeric	39 unique values 0 missing
ATS6i	numeric	39 unique values 0 missing
ATS6p	numeric	38 unique values 0 missing
ATS6v	numeric	38 unique values 0 missing
ATS7e	numeric	36 unique values 0 missing
ATS7i	numeric	38 unique values 0 missing
ATS7v	numeric	39 unique values 0 missing
ATS8e	numeric	38 unique values 0 missing
ATS8i	numeric	38 unique values 0 missing
ATS8m	numeric	39 unique values 0 missing
ATS8s	numeric	39 unique values 0 missing
ATSC2s	numeric	39 unique values 0 missing
ATSC3s	numeric	39 unique values 0 missing
ATSC4s	numeric	39 unique values 0 missing
ATSC5i	numeric	38 unique values 0 missing
ATSC5p	numeric	39 unique values 0 missing
ATSC5s	numeric	39 unique values 0 missing
ATSC6p	numeric	39 unique values 0 missing
ATSC6s	numeric	39 unique values 0 missing
ATSC6v	numeric	39 unique values 0 missing
ATSC7i	numeric	39 unique values 0 missing
ATSC7m	numeric	39 unique values 0 missing
ATSC7p	numeric	39 unique values 0 missing
ATSC7v	numeric	39 unique values 0 missing
ATSC8e	numeric	38 unique values 0 missing
ATSC8m	numeric	39 unique values 0 missing
ATSC8s	numeric	39 unique values 0 missing
DBI	numeric	23 unique values 0 missing
D.Dtr09	numeric	29 unique values 0 missing
DELS	numeric	39 unique values 0 missing
Eig03_AEA.bo.	numeric	14 unique values 0 missing
Eig03_AEA.dm.	numeric	24 unique values 0 missing
Eig03_AEA.ed.	numeric	13 unique values 0 missing
Eig03_AEA.ri.	numeric	21 unique values 0 missing
Eig03_EA	numeric	15 unique values 0 missing
Eig03_EA.ed.	numeric	13 unique values 0 missing
Eig03_EA.ri.	numeric	18 unique values 0 missing
Eig04_AEA.ed.	numeric	11 unique values 0 missing
Eig04_EA.bo.	numeric	17 unique values 0 missing
Eig04_EA.ed.	numeric	12 unique values 0 missing
Eig09_AEA.ed.	numeric	26 unique values 0 missing
Eig10_AEA.ed.	numeric	25 unique values 0 missing
Eig10_EA	numeric	27 unique values 0 missing
Eig11_AEA.dm.	numeric	18 unique values 0 missing
Eig11_AEA.ed.	numeric	27 unique values 0 missing
Eig12_AEA.ed.	numeric	26 unique values 0 missing
Eta_B	numeric	17 unique values 0 missing
GATS1e	numeric	30 unique values 0 missing
GGI1	numeric	12 unique values 0 missing
GGI2	numeric	12 unique values 0 missing
GGI3	numeric	16 unique values 0 missing
GGI4	numeric	25 unique values 0 missing
GGI5	numeric	25 unique values 0 missing
GGI6	numeric	28 unique values 0 missing
GGI7	numeric	28 unique values 0 missing
GGI8	numeric	28 unique values 0 missing
GGI9	numeric	30 unique values 0 missing
MATS5p	numeric	37 unique values 0 missing
MAXDN	numeric	37 unique values 0 missing
MAXDP	numeric	38 unique values 0 missing
MPC04	numeric	28 unique values 0 missing
MPC05	numeric	27 unique values 0 missing
MPC06	numeric	29 unique values 0 missing
MPC07	numeric	28 unique values 0 missing
MPC08	numeric	29 unique values 0 missing
MWC04	numeric	31 unique values 0 missing
MWC05	numeric	31 unique values 0 missing
MWC06	numeric	32 unique values 0 missing
MWC07	numeric	32 unique values 0 missing
MWC08	numeric	31 unique values 0 missing
MWC09	numeric	32 unique values 0 missing
MWC10	numeric	30 unique values 0 missing
NdO	numeric	2 unique values 0 missing
O.058	numeric	2 unique values 0 missing
piPC04	numeric	28 unique values 0 missing
piPC05	numeric	30 unique values 0 missing
piPC06	numeric	31 unique values 0 missing
piPC07	numeric	29 unique values 0 missing
piPC08	numeric	30 unique values 0 missing
Pol	numeric	24 unique values 0 missing
P_VSA_m_3	numeric	9 unique values 0 missing
RDSQ	numeric	32 unique values 0 missing
SdO	numeric	39 unique values 0 missing
SM02_AEA.ed.	numeric	32 unique values 0 missing
SM02_EA.ed.	numeric	31 unique values 0 missing
SM03_AEA.ed.	numeric	32 unique values 0 missing
SM03_EA	numeric	11 unique values 0 missing
SM03_EA.bo.	numeric	15 unique values 0 missing
SM03_EA.ed.	numeric	17 unique values 0 missing
SM03_EA.ri.	numeric	26 unique values 0 missing
SM04_AEA.bo.	numeric	32 unique values 0 missing
SM04_AEA.dm.	numeric	27 unique values 0 missing
SM04_AEA.ed.	numeric	31 unique values 0 missing
SM04_EA	numeric	30 unique values 0 missing
SM04_EA.ed.	numeric	29 unique values 0 missing
SM04_EA.ri.	numeric	39 unique values 0 missing
SM05_AEA.bo.	numeric	32 unique values 0 missing
SM05_AEA.ed.	numeric	32 unique values 0 missing
SM05_EA	numeric	18 unique values 0 missing
SM05_EA.bo.	numeric	19 unique values 0 missing
SM05_EA.ed.	numeric	20 unique values 0 missing
SM05_EA.ri.	numeric	29 unique values 0 missing
SM06_AEA.bo.	numeric	32 unique values 0 missing
SM06_AEA.ed.	numeric	32 unique values 0 missing
SM06_EA	numeric	32 unique values 0 missing
SM06_EA.bo.	numeric	32 unique values 0 missing
SM06_EA.ed.	numeric	22 unique values 0 missing
SM06_EA.ri.	numeric	38 unique values 0 missing
SM07_AEA.bo.	numeric	32 unique values 0 missing
SM07_AEA.ed.	numeric	31 unique values 0 missing
SM07_EA	numeric	20 unique values 0 missing
SM07_EA.ed.	numeric	20 unique values 0 missing
SM07_EA.ri.	numeric	30 unique values 0 missing
SM08_AEA.bo.	numeric	32 unique values 0 missing
SM08_AEA.ed.	numeric	27 unique values 0 missing
SM08_EA	numeric	32 unique values 0 missing
SM08_EA.ed.	numeric	19 unique values 0 missing
SM08_EA.ri.	numeric	38 unique values 0 missing
SM09_AEA.ed.	numeric	26 unique values 0 missing
SM09_EA	numeric	23 unique values 0 missing
SM09_EA.ed.	numeric	17 unique values 0 missing
SM09_EA.ri.	numeric	30 unique values 0 missing
SM10_AEA.ed.	numeric	21 unique values 0 missing
SM10_EA	numeric	24 unique values 0 missing
SM10_EA.ed.	numeric	15 unique values 0 missing
SM10_EA.ri.	numeric	33 unique values 0 missing
SM11_AEA.bo.	numeric	15 unique values 0 missing
SM11_AEA.ed.	numeric	20 unique values 0 missing
SM11_EA	numeric	23 unique values 0 missing
SM11_EA.ed.	numeric	14 unique values 0 missing
SM11_EA.ri.	numeric	26 unique values 0 missing
SM12_AEA.dm.	numeric	13 unique values 0 missing
SM12_AEA.ed.	numeric	21 unique values 0 missing
SM12_EA	numeric	26 unique values 0 missing
SM12_EA.ed.	numeric	14 unique values 0 missing
SM12_EA.ri.	numeric	29 unique values 0 missing
SM13_AEA.dm.	numeric	12 unique values 0 missing
SM13_AEA.ed.	numeric	20 unique values 0 missing
SM13_EA	numeric	23 unique values 0 missing
SM13_EA.ed.	numeric	12 unique values 0 missing
SM13_EA.ri.	numeric	28 unique values 0 missing
SM14_AEA.ed.	numeric	19 unique values 0 missing
SM14_AEA.ri.	numeric	17 unique values 0 missing
SM14_EA	numeric	23 unique values 0 missing
SM14_EA.ed.	numeric	14 unique values 0 missing
SM14_EA.ri.	numeric	28 unique values 0 missing
SM15_AEA.ed.	numeric	17 unique values 0 missing
SM15_EA	numeric	22 unique values 0 missing
SM15_EA.ed.	numeric	13 unique values 0 missing
SM15_EA.ri.	numeric	26 unique values 0 missing
SpDiam_AEA.bo.	numeric	18 unique values 0 missing
SPI	numeric	32 unique values 0 missing
SpMax1_Bh.e.	numeric	19 unique values 0 missing
SpMax1_Bh.p.	numeric	20 unique values 0 missing
SpMax1_Bh.v.	numeric	17 unique values 0 missing
SpMax2_Bh.s.	numeric	14 unique values 0 missing
SpMax3_Bh.s.	numeric	18 unique values 0 missing
SpMax5_Bh.s.	numeric	10 unique values 0 missing
SpMax7_Bh.e.	numeric	38 unique values 0 missing
SpMax7_Bh.i.	numeric	39 unique values 0 missing
SpMax7_Bh.s.	numeric	27 unique values 0 missing
SpMax8_Bh.e.	numeric	30 unique values 0 missing
SpMax8_Bh.s.	numeric	24 unique values 0 missing
SpMin2_Bh.e.	numeric	20 unique values 0 missing
SpMin2_Bh.i.	numeric	20 unique values 0 missing
SpMin7_Bh.p.	numeric	35 unique values 0 missing
SRW08	numeric	32 unique values 0 missing
SRW10	numeric	32 unique values 0 missing
SssssC	numeric	27 unique values 0 missing
TIE	numeric	39 unique values 0 missing
TWC	numeric	30 unique values 0 missing
X4sol	numeric	33 unique values 0 missing
ATS3e	numeric	36 unique values 0 missing
ATS3p	numeric	35 unique values 0 missing
ATS3v	numeric	37 unique values 0 missing
ATS4e	numeric	39 unique values 0 missing
ATS4i	numeric	38 unique values 0 missing
ATSC4i	numeric	39 unique values 0 missing
ATSC4v	numeric	39 unique values 0 missing
ATSC5v	numeric	39 unique values 0 missing
BBI	numeric	25 unique values 0 missing
C.004	numeric	3 unique values 0 missing
CATS2D_03_LL	numeric	13 unique values 0 missing
CATS2D_04_LL	numeric	10 unique values 0 missing
Chi0_EA.dm.	numeric	18 unique values 0 missing
Eig01_AEA.bo.	numeric	6 unique values 0 missing
Eig01_AEA.ed.	numeric	3 unique values 0 missing
Eig01_AEA.ri.	numeric	4 unique values 0 missing
Eig01_EA	numeric	4 unique values 0 missing
Eig01_EA.ed.	numeric	5 unique values 0 missing
Eig01_EA.ri.	numeric	5 unique values 0 missing
Eig04_AEA.bo.	numeric	15 unique values 0 missing
Eig04_AEA.ri.	numeric	22 unique values 0 missing
Eig04_EA.ri.	numeric	27 unique values 0 missing
Eig05_AEA.ed.	numeric	17 unique values 0 missing
Eig06_AEA.ed.	numeric	24 unique values 0 missing
Eig07_AEA.bo.	numeric	20 unique values 0 missing
Eig07_AEA.ed.	numeric	22 unique values 0 missing
Eig07_EA.bo.	numeric	19 unique values 0 missing
Eig10_AEA.ri.	numeric	33 unique values 0 missing
Eig10_EA.ri.	numeric	32 unique values 0 missing
Eig11_EA.ed.	numeric	21 unique values 0 missing
GATS1s	numeric	32 unique values 0 missing
GATS2s	numeric	36 unique values 0 missing
JGI2	numeric	23 unique values 0 missing
JGI3	numeric	20 unique values 0 missing
JGI7	numeric	14 unique values 0 missing
JGT	numeric	31 unique values 0 missing
MATS1s	numeric	35 unique values 0 missing
MPC02	numeric	25 unique values 0 missing
MPC03	numeric	25 unique values 0 missing
MPC09	numeric	26 unique values 0 missing
MPC10	numeric	26 unique values 0 missing
MWC03	numeric	30 unique values 0 missing
nCq	numeric	3 unique values 0 missing
nCrq	numeric	2 unique values 0 missing
nDB	numeric	2 unique values 0 missing
nR09	numeric	3 unique values 0 missing
NssssC	numeric	4 unique values 0 missing
piID	numeric	27 unique values 0 missing
P_VSA_e_5	numeric	8 unique values 0 missing
Qindex	numeric	13 unique values 0 missing
Ram	numeric	9 unique values 0 missing
Rbrid	numeric	3 unique values 0 missing
SAacc	numeric	17 unique values 0 missing
SM02_EA	numeric	25 unique values 0 missing
SM02_EA.ri.	numeric	37 unique values 0 missing
SM03_AEA.bo.	numeric	32 unique values 0 missing
SM03_EA.dm.	numeric	7 unique values 0 missing
SM05_EA.dm.	numeric	7 unique values 0 missing
SM06_AEA.ri.	numeric	21 unique values 0 missing
SM07_EA.bo.	numeric	20 unique values 0 missing
SM07_EA.dm.	numeric	7 unique values 0 missing
SM08_EA.bo.	numeric	25 unique values 0 missing
SM09_AEA.bo.	numeric	4 unique values 0 missing
SM09_EA.bo.	numeric	21 unique values 0 missing
SM09_EA.dm.	numeric	6 unique values 0 missing
SM10_AEA.dm.	numeric	5 unique values 0 missing
SM10_EA.bo.	numeric	23 unique values 0 missing
SM11_EA.bo.	numeric	23 unique values 0 missing
SM11_EA.dm.	numeric	6 unique values 0 missing
SM12_EA.bo.	numeric	22 unique values 0 missing
SM13_EA.bo.	numeric	22 unique values 0 missing
SM13_EA.dm.	numeric	6 unique values 0 missing
SM14_EA.bo.	numeric	21 unique values 0 missing
SM15_EA.bo.	numeric	19 unique values 0 missing
SM15_EA.dm.	numeric	6 unique values 0 missing
SpAD_AEA.ed.	numeric	32 unique values 0 missing
SpAD_EA.ed.	numeric	32 unique values 0 missing
SpDiam_AEA.ed.	numeric	10 unique values 0 missing
SpDiam_AEA.ri.	numeric	25 unique values 0 missing
SpDiam_EA	numeric	5 unique values 0 missing
SpDiam_EA.ed.	numeric	9 unique values 0 missing
SpDiam_EA.ri.	numeric	7 unique values 0 missing
SpMAD_AEA.ed.	numeric	31 unique values 0 missing
SpMAD_EA.ri.	numeric	31 unique values 0 missing
SpMax1_Bh.i.	numeric	20 unique values 0 missing
SpMax_AEA.bo.	numeric	6 unique values 0 missing
SpMax_AEA.ed.	numeric	3 unique values 0 missing
SpMax_AEA.ri.	numeric	4 unique values 0 missing
SpMax_EA	numeric	4 unique values 0 missing
SpMax_EA.ed.	numeric	5 unique values 0 missing
SpMax_EA.ri.	numeric	5 unique values 0 missing
SpMin1_Bh.s.	numeric	15 unique values 0 missing
SpMin2_Bh.m.	numeric	8 unique values 0 missing
SpMin2_Bh.v.	numeric	17 unique values 0 missing
SpMin6_Bh.m.	numeric	20 unique values 0 missing
SpMin6_Bh.p.	numeric	20 unique values 0 missing
SRW06	numeric	31 unique values 0 missing
SRW07	numeric	5 unique values 0 missing
SRW09	numeric	7 unique values 0 missing
TPC	numeric	27 unique values 0 missing
Wap	numeric	32 unique values 0 missing
X3	numeric	32 unique values 0 missing
X3A	numeric	20 unique values 0 missing
X4	numeric	31 unique values 0 missing
X4A	numeric	20 unique values 0 missing
X5	numeric	31 unique values 0 missing
X5A	numeric	19 unique values 0 missing
ZM2	numeric	30 unique values 0 missing
Eta_alpha_A	numeric	21 unique values 0 missing
Eta_B_A	numeric	17 unique values 0 missing
BLI	numeric	38 unique values 0 missing
C.025	numeric	5 unique values 0 missing
C.040	numeric	3 unique values 0 missing
CATS2D_01_LL	numeric	17 unique values 0 missing
CATS2D_02_LL	numeric	12 unique values 0 missing
CATS2D_05_LL	numeric	14 unique values 0 missing
Chi1_EA.dm.	numeric	20 unique values 0 missing
Eig01_EA.bo.	numeric	8 unique values 0 missing
Eig03_EA.dm.	numeric	7 unique values 0 missing
Eig05_EA.ed.	numeric	18 unique values 0 missing
GATS2i	numeric	36 unique values 0 missing
GATS3s	numeric	39 unique values 0 missing
GATS4s	numeric	38 unique values 0 missing
GATS5s	numeric	38 unique values 0 missing
MATS2i	numeric	35 unique values 0 missing
MATS4e	numeric	32 unique values 0 missing
MATS5i	numeric	35 unique values 0 missing
nCb.	numeric	7 unique values 0 missing
nCIR	numeric	5 unique values 0 missing
NdssC	numeric	3 unique values 0 missing
PW2	numeric	28 unique values 0 missing
PW5	numeric	18 unique values 0 missing
RBF	numeric	31 unique values 0 missing
SM11_AEA.ri.	numeric	8 unique values 0 missing
SM14_AEA.dm.	numeric	18 unique values 0 missing
SpDiam_EA.bo.	numeric	9 unique values 0 missing
SpMAD_AEA.bo.	numeric	30 unique values 0 missing
SpMAD_AEA.ri.	numeric	30 unique values 0 missing
SpMAD_EA	numeric	30 unique values 0 missing
SpMAD_EA.ed.	numeric	31 unique values 0 missing
SpMax1_Bh.s.	numeric	4 unique values 0 missing
SpMax_EA.bo.	numeric	8 unique values 0 missing
SpMin2_Bh.p.	numeric	16 unique values 0 missing
X1Av	numeric	35 unique values 0 missing
X2Av	numeric	36 unique values 0 missing
X3Av	numeric	32 unique values 0 missing
X4Av	numeric	21 unique values 0 missing
X5Av	numeric	22 unique values 0 missing
ATS6s	numeric	39 unique values 0 missing
ATS7p	numeric	37 unique values 0 missing
ATS8v	numeric	38 unique values 0 missing
ATSC4p	numeric	39 unique values 0 missing
Eig02_AEA.ed.	numeric	15 unique values 0 missing
Eig02_AEA.ri.	numeric	20 unique values 0 missing
Eig02_EA	numeric	17 unique values 0 missing
Eig02_EA.ed.	numeric	15 unique values 0 missing
Eig02_EA.ri.	numeric	21 unique values 0 missing
Eig11_EA	numeric	21 unique values 0 missing
GATS5v	numeric	37 unique values 0 missing
MATS5v	numeric	38 unique values 0 missing
SdsssP	numeric	37 unique values 0 missing
SM05_AEA.dm.	numeric	21 unique values 0 missing
SM10_AEA.bo.	numeric	17 unique values 0 missing
SM11_AEA.dm.	numeric	15 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

349

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

348

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile1MutualInformation

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

PercentageOfBinaryFeatures

Percentage of binary attributes.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

PercentageOfMissingValues

Percentage of missing values.

PercentageOfNumericFeatures

99.71

Percentage of numeric attributes.

PercentageOfSymbolicFeatures

0.29

Percentage of nominal attributes.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile1KurtosisOfNumericAtts

-1.31

First quartile of kurtosis among attributes of the numeric type.

Quartile1MeansOfNumericAtts

3.02

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.

Quartile1SkewnessOfNumericAtts

-1.02

First quartile of skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.29

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Quartile2KurtosisOfNumericAtts

-0.54

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

Quartile2MeansOfNumericAtts

5.5

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

Quartile2MutualInformation

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

Quartile2SkewnessOfNumericAtts

-0.76

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

Quartile2StdDevOfNumericAtts

0.49

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

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

Quartile3KurtosisOfNumericAtts

0.68

Third quartile of kurtosis among attributes of the numeric type.

Quartile3MeansOfNumericAtts

12.34

Third quartile of means among attributes of the numeric type.

Quartile3MutualInformation

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

Quartile3SkewnessOfNumericAtts

-0.38

Third quartile of skewness among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.18

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

AutoCorrelation

-0.17

Average class difference between consecutive instances.

MeanMeansOfNumericAtts

87.15

Mean of means among attributes of the numeric type.

ClassEntropy

Entropy of the target attribute values.

Dimensionality

8.95

Number of attributes divided by the number of instances.

EquivalentNumberOfAtts

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MajorityClassSize

Number of instances belonging to the most frequent class.

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

9.09

Maximum kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

25646.36

Maximum of means among attributes of the numeric type.

MaxMutualInformation

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

MaxNominalAttDistinctValues

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

MaxSkewnessOfNumericAtts

2.94

Maximum skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

17151.67

Maximum standard deviation of attributes of the numeric type.

MeanAttributeEntropy

Average entropy of the attributes.

MeanKurtosisOfNumericAtts

0.21

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

MeanMutualInformation

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

MeanNoiseToSignalRatio

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

MeanNominalAttDistinctValues

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

MeanSkewnessOfNumericAtts

-0.74

Mean skewness among attributes of the numeric type.

MeanStdDevOfNumericAtts

52.89

Mean standard deviation of attributes of the numeric type.

MinAttributeEntropy

Minimal entropy among attributes.

MinKurtosisOfNumericAtts

-1.96