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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4373

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL4373 (TID: 100640), and it has 19 rows and 348 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.

350 features

pXC50 (target)	numeric	17 unique values 0 missing
molecule_id (row identifier)	nominal	19 unique values 0 missing
nBT	numeric	16 unique values 0 missing
ATS8s	numeric	18 unique values 0 missing
nC	numeric	11 unique values 0 missing
ATSC1p	numeric	17 unique values 0 missing
nCar	numeric	6 unique values 0 missing
C.026	numeric	5 unique values 0 missing
nSK	numeric	11 unique values 0 missing
CATS2D_02_DL	numeric	7 unique values 0 missing
NssNH	numeric	4 unique values 0 missing
CATS2D_08_DA	numeric	4 unique values 0 missing
ON0V	numeric	16 unique values 0 missing
D.Dtr06	numeric	16 unique values 0 missing
ON1	numeric	16 unique values 0 missing
DECC	numeric	16 unique values 0 missing
ON1V	numeric	18 unique values 0 missing
GATS1i	numeric	17 unique values 0 missing
PCD	numeric	18 unique values 0 missing
GATS1m	numeric	17 unique values 0 missing
PCR	numeric	17 unique values 0 missing
GATS4s	numeric	18 unique values 0 missing
piID	numeric	18 unique values 0 missing
GGI9	numeric	13 unique values 0 missing
piPC01	numeric	17 unique values 0 missing
GMTIV	numeric	18 unique values 0 missing
piPC02	numeric	17 unique values 0 missing
H.048	numeric	4 unique values 0 missing
piPC03	numeric	18 unique values 0 missing
HVcpx	numeric	16 unique values 0 missing
piPC05	numeric	18 unique values 0 missing
ICR	numeric	16 unique values 0 missing
piPC06	numeric	18 unique values 0 missing
IDE	numeric	16 unique values 0 missing
piPC09	numeric	18 unique values 0 missing
MATS1i	numeric	17 unique values 0 missing
piPC10	numeric	18 unique values 0 missing
MATS1m	numeric	15 unique values 0 missing
Pol	numeric	11 unique values 0 missing
MDDD	numeric	16 unique values 0 missing
Psi_e_0	numeric	18 unique values 0 missing
MSD	numeric	16 unique values 0 missing
Psi_i_0	numeric	17 unique values 0 missing
N.	numeric	13 unique values 0 missing
Psi_i_1	numeric	18 unique values 0 missing
nArOH	numeric	4 unique values 0 missing
P_VSA_s_5	numeric	5 unique values 0 missing
nN	numeric	5 unique values 0 missing
RDSQ	numeric	16 unique values 0 missing
NsOH	numeric	5 unique values 0 missing
SCBO	numeric	17 unique values 0 missing
O.057	numeric	5 unique values 0 missing
Se	numeric	17 unique values 0 missing
PDI	numeric	17 unique values 0 missing
Si	numeric	17 unique values 0 missing
PHI	numeric	17 unique values 0 missing
SIC2	numeric	17 unique values 0 missing
P_VSA_e_3	numeric	6 unique values 0 missing
SM02_AEA.bo.	numeric	17 unique values 0 missing
P_VSA_e_5	numeric	14 unique values 0 missing
SM02_AEA.dm.	numeric	15 unique values 0 missing
P_VSA_i_3	numeric	16 unique values 0 missing
SM02_AEA.ed.	numeric	16 unique values 0 missing
P_VSA_i_4	numeric	6 unique values 0 missing
SM02_AEA.ri.	numeric	15 unique values 0 missing
P_VSA_LogP_4	numeric	11 unique values 0 missing
SM02_EA	numeric	14 unique values 0 missing
P_VSA_LogP_6	numeric	8 unique values 0 missing
SM02_EA.bo.	numeric	17 unique values 0 missing
P_VSA_m_3	numeric	14 unique values 0 missing
SM02_EA.ri.	numeric	17 unique values 0 missing
P_VSA_MR_5	numeric	10 unique values 0 missing
SM03_AEA.bo.	numeric	17 unique values 0 missing
P_VSA_s_6	numeric	14 unique values 0 missing
SM03_AEA.dm.	numeric	16 unique values 0 missing
S1K	numeric	16 unique values 0 missing
SM03_AEA.ri.	numeric	15 unique values 0 missing
S2K	numeric	17 unique values 0 missing
SM04_AEA.dm.	numeric	16 unique values 0 missing
SAdon	numeric	9 unique values 0 missing
SM04_AEA.ri.	numeric	16 unique values 0 missing
SAtot	numeric	17 unique values 0 missing
SM04_EA.ri.	numeric	18 unique values 0 missing
SPI	numeric	16 unique values 0 missing
SM05_AEA.dm.	numeric	14 unique values 0 missing
SpMax3_Bh.i.	numeric	18 unique values 0 missing
SM05_AEA.ri.	numeric	16 unique values 0 missing
SpMax3_Bh.p.	numeric	17 unique values 0 missing
SM06_AEA.dm.	numeric	14 unique values 0 missing
SpMax3_Bh.v.	numeric	18 unique values 0 missing
SM06_AEA.ri.	numeric	15 unique values 0 missing
SpMax4_Bh.s.	numeric	17 unique values 0 missing
SM07_AEA.dm.	numeric	13 unique values 0 missing
SpMax8_Bh.s.	numeric	18 unique values 0 missing
SM07_AEA.ri.	numeric	15 unique values 0 missing
SpMaxA_EA.bo.	numeric	17 unique values 0 missing
SM08_AEA.ri.	numeric	16 unique values 0 missing
SpMaxA_EA.ed.	numeric	16 unique values 0 missing
SM10_AEA.ri.	numeric	16 unique values 0 missing
SsOH	numeric	8 unique values 0 missing
SM14_AEA.bo.	numeric	12 unique values 0 missing
TIE	numeric	18 unique values 0 missing
SM14_AEA.dm.	numeric	16 unique values 0 missing
Uindex	numeric	16 unique values 0 missing
SM14_AEA.ri.	numeric	17 unique values 0 missing
VvdwZAZ	numeric	17 unique values 0 missing
SM15_AEA.dm.	numeric	13 unique values 0 missing
SpMax6_Bh.e.	numeric	14 unique values 0 missing
SNar	numeric	14 unique values 0 missing
MATS8p	numeric	18 unique values 0 missing
Sp	numeric	17 unique values 0 missing
AECC	numeric	16 unique values 0 missing
SpAD_AEA.bo.	numeric	18 unique values 0 missing
ALOGP	numeric	18 unique values 0 missing
SpAD_AEA.dm.	numeric	18 unique values 0 missing
ALOGP2	numeric	18 unique values 0 missing
SpAD_AEA.ed.	numeric	16 unique values 0 missing
AMR	numeric	18 unique values 0 missing
SpAD_AEA.ri.	numeric	18 unique values 0 missing
ATSC2p	numeric	17 unique values 0 missing
SpAD_EA	numeric	16 unique values 0 missing
ATSC4v	numeric	18 unique values 0 missing
SpAD_EA.bo.	numeric	18 unique values 0 missing
BIC0	numeric	15 unique values 0 missing
SpAD_EA.ed.	numeric	16 unique values 0 missing
CATS2D_04_AL	numeric	8 unique values 0 missing
SpAD_EA.ri.	numeric	18 unique values 0 missing
CIC0	numeric	17 unique values 0 missing
SpMax4_Bh.e.	numeric	18 unique values 0 missing
CIC1	numeric	18 unique values 0 missing
SpMax4_Bh.i.	numeric	16 unique values 0 missing
CSI	numeric	16 unique values 0 missing
SpMax5_Bh.p.	numeric	16 unique values 0 missing
ECC	numeric	16 unique values 0 missing
SpMax5_Bh.v.	numeric	16 unique values 0 missing
Eig02_EA.bo.	numeric	17 unique values 0 missing
SpMax6_Bh.m.	numeric	11 unique values 0 missing
Eig05_AEA.bo.	numeric	17 unique values 0 missing
SpMax7_Bh.e.	numeric	17 unique values 0 missing
Eig05_AEA.ri.	numeric	18 unique values 0 missing
SpMax7_Bh.i.	numeric	17 unique values 0 missing
Eig05_EA	numeric	16 unique values 0 missing
SpMax7_Bh.p.	numeric	15 unique values 0 missing
Eig05_EA.bo.	numeric	17 unique values 0 missing
SpMax7_Bh.v.	numeric	15 unique values 0 missing
Eig05_EA.ri.	numeric	18 unique values 0 missing
SpMaxA_AEA.bo.	numeric	17 unique values 0 missing
Eta_betaP	numeric	14 unique values 0 missing
SpMaxA_AEA.dm.	numeric	16 unique values 0 missing
IDMT	numeric	16 unique values 0 missing
SpMin2_Bh.e.	numeric	18 unique values 0 missing
MATS2e	numeric	17 unique values 0 missing
SpMin2_Bh.i.	numeric	16 unique values 0 missing
MATS8i	numeric	18 unique values 0 missing
SpMin2_Bh.m.	numeric	18 unique values 0 missing
nCsp2	numeric	9 unique values 0 missing
SpMin2_Bh.p.	numeric	18 unique values 0 missing
piPC07	numeric	18 unique values 0 missing
SpMin3_Bh.e.	numeric	17 unique values 0 missing
RDCHI	numeric	16 unique values 0 missing
SpMin3_Bh.i.	numeric	17 unique values 0 missing
SIC0	numeric	17 unique values 0 missing
SpMin3_Bh.m.	numeric	17 unique values 0 missing
SIC1	numeric	17 unique values 0 missing
SpMin3_Bh.p.	numeric	15 unique values 0 missing
SM12_AEA.ri.	numeric	17 unique values 0 missing
SpMin3_Bh.v.	numeric	16 unique values 0 missing
SM13_AEA.bo.	numeric	16 unique values 0 missing
SpMin5_Bh.e.	numeric	14 unique values 0 missing
SM15_AEA.ri.	numeric	17 unique values 0 missing
SpMin5_Bh.i.	numeric	15 unique values 0 missing
SMTI	numeric	16 unique values 0 missing
SpMin7_Bh.e.	numeric	16 unique values 0 missing
SMTIV	numeric	18 unique values 0 missing
SpMin7_Bh.i.	numeric	14 unique values 0 missing
SpMax1_Bh.v.	numeric	17 unique values 0 missing
SpMin7_Bh.m.	numeric	16 unique values 0 missing
SpMax2_Bh.e.	numeric	17 unique values 0 missing
SpMin7_Bh.p.	numeric	17 unique values 0 missing
SpMax2_Bh.i.	numeric	17 unique values 0 missing
SpMin7_Bh.s.	numeric	7 unique values 0 missing
SpMax2_Bh.v.	numeric	17 unique values 0 missing
SpMin7_Bh.v.	numeric	17 unique values 0 missing
SpMax4_Bh.m.	numeric	16 unique values 0 missing
SpMin8_Bh.e.	numeric	13 unique values 0 missing
SpMax4_Bh.p.	numeric	17 unique values 0 missing
SpMin8_Bh.m.	numeric	18 unique values 0 missing
SpMax4_Bh.v.	numeric	18 unique values 0 missing
SpMax8_Bh.e.	numeric	17 unique values 0 missing
SpMax8_Bh.i.	numeric	17 unique values 0 missing
SpMax8_Bh.m.	numeric	17 unique values 0 missing
SpMax8_Bh.p.	numeric	17 unique values 0 missing
SpMax8_Bh.v.	numeric	18 unique values 0 missing
SpMaxA_AEA.ed.	numeric	16 unique values 0 missing
SpMaxA_AEA.ri.	numeric	15 unique values 0 missing
SpMaxA_EA	numeric	15 unique values 0 missing
SpMaxA_EA.ri.	numeric	16 unique values 0 missing
SpMin3_Bh.s.	numeric	16 unique values 0 missing
SpMin8_Bh.i.	numeric	13 unique values 0 missing
SpMin8_Bh.p.	numeric	15 unique values 0 missing
UNIP	numeric	13 unique values 0 missing
VAR	numeric	15 unique values 0 missing
VvdwMG	numeric	17 unique values 0 missing
Vx	numeric	17 unique values 0 missing
S3K	numeric	18 unique values 0 missing
ATS1e	numeric	17 unique values 0 missing
ATS1i	numeric	17 unique values 0 missing
ATS1p	numeric	17 unique values 0 missing
ATS1s	numeric	18 unique values 0 missing
ATS1v	numeric	16 unique values 0 missing
ATS2e	numeric	17 unique values 0 missing
ATS2p	numeric	17 unique values 0 missing
ATS2v	numeric	17 unique values 0 missing
ATS3e	numeric	17 unique values 0 missing
ATS3i	numeric	18 unique values 0 missing
ATS3p	numeric	18 unique values 0 missing
ATS3v	numeric	17 unique values 0 missing
ATS4e	numeric	18 unique values 0 missing
ATS4i	numeric	18 unique values 0 missing
ATS4p	numeric	18 unique values 0 missing
ATS4v	numeric	18 unique values 0 missing
ATS5p	numeric	18 unique values 0 missing
ATS5v	numeric	18 unique values 0 missing
ATS8p	numeric	18 unique values 0 missing
ATS8v	numeric	18 unique values 0 missing
ATSC2v	numeric	17 unique values 0 missing
ATSC3i	numeric	18 unique values 0 missing
ATSC3v	numeric	18 unique values 0 missing
ATSC4p	numeric	18 unique values 0 missing
BBI	numeric	14 unique values 0 missing
BIC1	numeric	17 unique values 0 missing
BIC2	numeric	18 unique values 0 missing
BID	numeric	15 unique values 0 missing
C.006	numeric	3 unique values 0 missing
CATS2D_02_DA	numeric	4 unique values 0 missing
CATS2D_04_LL	numeric	7 unique values 0 missing
CATS2D_05_LL	numeric	7 unique values 0 missing
Chi0_AEA.bo.	numeric	16 unique values 0 missing
Chi0_AEA.dm.	numeric	16 unique values 0 missing
Chi0_AEA.ed.	numeric	16 unique values 0 missing
Chi0_AEA.ri.	numeric	16 unique values 0 missing
Chi0_EA	numeric	16 unique values 0 missing
Chi0_EA.bo.	numeric	18 unique values 0 missing
Chi0_EA.ed.	numeric	16 unique values 0 missing
Chi0_EA.ri.	numeric	18 unique values 0 missing
Chi1_AEA.bo.	numeric	16 unique values 0 missing
Chi1_AEA.dm.	numeric	16 unique values 0 missing
Chi1_AEA.ed.	numeric	16 unique values 0 missing
Chi1_AEA.ri.	numeric	16 unique values 0 missing
Chi1_EA	numeric	16 unique values 0 missing
Chi1_EA.bo.	numeric	18 unique values 0 missing
Chi1_EA.ed.	numeric	16 unique values 0 missing
Chi1_EA.ri.	numeric	18 unique values 0 missing
CID	numeric	16 unique values 0 missing
Dz	numeric	16 unique values 0 missing
Eig04_EA.bo.	numeric	17 unique values 0 missing
Eig04_EA.ri.	numeric	17 unique values 0 missing
Eig05_AEA.ed.	numeric	13 unique values 0 missing
Eig05_EA.ed.	numeric	16 unique values 0 missing
Eig06_AEA.bo.	numeric	13 unique values 0 missing
Eig06_AEA.dm.	numeric	17 unique values 0 missing
Eig06_AEA.ed.	numeric	13 unique values 0 missing
Eig06_AEA.ri.	numeric	12 unique values 0 missing
Eig06_EA	numeric	12 unique values 0 missing
Eig06_EA.bo.	numeric	13 unique values 0 missing
Eig06_EA.ed.	numeric	13 unique values 0 missing
Eig06_EA.ri.	numeric	11 unique values 0 missing
Eig07_AEA.ed.	numeric	14 unique values 0 missing
Eig07_EA.ed.	numeric	15 unique values 0 missing
Eig08_AEA.bo.	numeric	17 unique values 0 missing
Eig08_AEA.ed.	numeric	15 unique values 0 missing
Eig08_AEA.ri.	numeric	17 unique values 0 missing
Eig08_EA	numeric	15 unique values 0 missing
Eig08_EA.bo.	numeric	17 unique values 0 missing
Eig08_EA.ed.	numeric	15 unique values 0 missing
Eig08_EA.ri.	numeric	16 unique values 0 missing
Eig09_AEA.bo.	numeric	16 unique values 0 missing
Eig09_AEA.ed.	numeric	14 unique values 0 missing
Eig09_AEA.ri.	numeric	17 unique values 0 missing
Eig09_EA	numeric	16 unique values 0 missing
Eig09_EA.bo.	numeric	18 unique values 0 missing
Eig09_EA.ed.	numeric	16 unique values 0 missing
Eig09_EA.ri.	numeric	18 unique values 0 missing
Eig10_AEA.bo.	numeric	14 unique values 0 missing
Eig10_AEA.ed.	numeric	16 unique values 0 missing
Eig10_AEA.ri.	numeric	17 unique values 0 missing
Eig10_EA	numeric	16 unique values 0 missing
Eig10_EA.bo.	numeric	18 unique values 0 missing
Eig10_EA.ed.	numeric	16 unique values 0 missing
Eig11_AEA.bo.	numeric	17 unique values 0 missing
Eig11_AEA.dm.	numeric	18 unique values 0 missing
Eig11_AEA.ed.	numeric	15 unique values 0 missing
Eig11_AEA.ri.	numeric	16 unique values 0 missing
Eig11_EA	numeric	14 unique values 0 missing
Eig11_EA.bo.	numeric	17 unique values 0 missing
Eig11_EA.ed.	numeric	15 unique values 0 missing
Eig11_EA.ri.	numeric	15 unique values 0 missing
Eig12_AEA.bo.	numeric	16 unique values 0 missing
Eig12_AEA.ri.	numeric	16 unique values 0 missing
Eig12_EA	numeric	14 unique values 0 missing
Eig12_EA.bo.	numeric	16 unique values 0 missing
Eig12_EA.ed.	numeric	15 unique values 0 missing
Eig12_EA.ri.	numeric	18 unique values 0 missing
Eig13_AEA.bo.	numeric	17 unique values 0 missing
Eig13_AEA.dm.	numeric	17 unique values 0 missing
Eig13_AEA.ri.	numeric	17 unique values 0 missing
Eig13_EA	numeric	13 unique values 0 missing
Eig13_EA.bo.	numeric	17 unique values 0 missing
Eig13_EA.ed.	numeric	16 unique values 0 missing
Eig13_EA.ri.	numeric	16 unique values 0 missing
Eig14_AEA.bo.	numeric	15 unique values 0 missing
Eig14_AEA.dm.	numeric	17 unique values 0 missing
Eig14_AEA.ed.	numeric	15 unique values 0 missing
Eig14_AEA.ri.	numeric	17 unique values 0 missing
Eig14_EA.bo.	numeric	17 unique values 0 missing
Eig14_EA.ri.	numeric	15 unique values 0 missing
Eig15_AEA.bo.	numeric	17 unique values 0 missing
Eig15_AEA.ed.	numeric	15 unique values 0 missing
Eig15_EA.bo.	numeric	18 unique values 0 missing
Eig15_EA.ed.	numeric	16 unique values 0 missing
Eig15_EA.ri.	numeric	18 unique values 0 missing
Eta_alpha	numeric	17 unique values 0 missing
Eta_beta	numeric	15 unique values 0 missing
Eta_C	numeric	18 unique values 0 missing
Eta_epsi	numeric	17 unique values 0 missing
Eta_FL	numeric	18 unique values 0 missing
Eta_L	numeric	18 unique values 0 missing
Eta_L_A	numeric	16 unique values 0 missing
GGI2	numeric	10 unique values 0 missing
GMTI	numeric	16 unique values 0 missing
HDcpx	numeric	15 unique values 0 missing
IDDM	numeric	15 unique values 0 missing
IDET	numeric	16 unique values 0 missing
IDM	numeric	16 unique values 0 missing
ISIZ	numeric	15 unique values 0 missing
IVDM	numeric	14 unique values 0 missing
LPRS	numeric	16 unique values 0 missing
MPC01	numeric	11 unique values 0 missing
MPC02	numeric	14 unique values 0 missing
MPC03	numeric	14 unique values 0 missing
MWC01	numeric	11 unique values 0 missing
MWC02	numeric	14 unique values 0 missing
MWC03	numeric	15 unique values 0 missing
MWC04	numeric	16 unique values 0 missing
MWC05	numeric	16 unique values 0 missing
NaaCH	numeric	7 unique values 0 missing
nAB	numeric	7 unique values 0 missing
nAT	numeric	15 unique values 0 missing
nBM	numeric	8 unique values 0 missing
nBO	numeric	11 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

350

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

349

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.93

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

-0.13

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

127.6

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

0.19

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.31

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

AutoCorrelation

0.02

Average class difference between consecutive instances.

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.

ClassEntropy

Entropy of the target attribute values.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

-0.68

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

Dimensionality

18.42

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

0.56

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

3.1

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.

MeanStdDevOfNumericAtts

98.14

Mean standard deviation of 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.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

0.56

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinKurtosisOfNumericAtts

-1.81

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.8

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

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

12.51

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.45

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

14575.42

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

-0.06

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

99.71

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

7.27

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-0.79

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.

MaxSkewnessOfNumericAtts

3.37

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

0.86

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

12347.79

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

-1.1

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

2.41

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

Show all 62 properties