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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2237

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 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: CHEMBL2237 (TID: 11831), and it has 15 rows and 356 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.

358 features

pXC50 (target)	numeric	14 unique values 0 missing
molecule_id (row identifier)	nominal	15 unique values 0 missing
Chi0_AEA.ri.	numeric	14 unique values 0 missing
ARR	numeric	13 unique values 0 missing
Chi0_EA	numeric	14 unique values 0 missing
ATSC2i	numeric	14 unique values 0 missing
Chi0_EA.bo.	numeric	14 unique values 0 missing
ATSC2m	numeric	14 unique values 0 missing
Chi0_EA.ed.	numeric	14 unique values 0 missing
ATSC2v	numeric	14 unique values 0 missing
Chi0_EA.ri.	numeric	14 unique values 0 missing
ATSC4i	numeric	14 unique values 0 missing
Chi1_AEA.bo.	numeric	14 unique values 0 missing
ATSC5v	numeric	14 unique values 0 missing
Chi1_AEA.dm.	numeric	14 unique values 0 missing
BIC0	numeric	11 unique values 0 missing
Chi1_AEA.ed.	numeric	14 unique values 0 missing
BLTA96	numeric	13 unique values 0 missing
Chi1_AEA.ri.	numeric	14 unique values 0 missing
BLTD48	numeric	13 unique values 0 missing
Chi1_EA	numeric	14 unique values 0 missing
BLTF96	numeric	13 unique values 0 missing
Chi1_EA.bo.	numeric	14 unique values 0 missing
C.006	numeric	5 unique values 0 missing
Chi1_EA.ed.	numeric	14 unique values 0 missing
C.024	numeric	5 unique values 0 missing
Chi1_EA.ri.	numeric	13 unique values 0 missing
C.025	numeric	4 unique values 0 missing
CID	numeric	14 unique values 0 missing
CATS2D_01_LL	numeric	8 unique values 0 missing
CSI	numeric	14 unique values 0 missing
CATS2D_02_DL	numeric	3 unique values 0 missing
Dz	numeric	13 unique values 0 missing
CATS2D_06_AL	numeric	8 unique values 0 missing
ECC	numeric	14 unique values 0 missing
CATS2D_07_AL	numeric	9 unique values 0 missing
Eig02_AEA.dm.	numeric	14 unique values 0 missing
CATS2D_08_AL	numeric	6 unique values 0 missing
Eig03_AEA.bo.	numeric	13 unique values 0 missing
Eig02_AEA.ri.	numeric	13 unique values 0 missing
Eig03_AEA.ri.	numeric	14 unique values 0 missing
Eig02_EA	numeric	14 unique values 0 missing
Eig03_EA.ri.	numeric	12 unique values 0 missing
Eig02_EA.ri.	numeric	14 unique values 0 missing
Eig04_AEA.bo.	numeric	14 unique values 0 missing
Eig03_EA.bo.	numeric	14 unique values 0 missing
Eig04_EA.bo.	numeric	14 unique values 0 missing
Eig04_AEA.ed.	numeric	14 unique values 0 missing
Eig05_AEA.bo.	numeric	14 unique values 0 missing
Eig04_EA.dm.	numeric	8 unique values 0 missing
Eig05_AEA.dm.	numeric	14 unique values 0 missing
Eig05_EA.bo.	numeric	14 unique values 0 missing
Eig05_AEA.ed.	numeric	14 unique values 0 missing
Eig05_EA.dm.	numeric	4 unique values 0 missing
Eig05_AEA.ri.	numeric	14 unique values 0 missing
Eig06_AEA.ed.	numeric	14 unique values 0 missing
Eig05_EA	numeric	14 unique values 0 missing
Eig06_EA.ed.	numeric	14 unique values 0 missing
Eig05_EA.ed.	numeric	14 unique values 0 missing
Eig07_EA.ri.	numeric	14 unique values 0 missing
Eig05_EA.ri.	numeric	14 unique values 0 missing
Eig12_EA.dm.	numeric	3 unique values 0 missing
Eig06_AEA.bo.	numeric	14 unique values 0 missing
Eig13_EA.dm.	numeric	4 unique values 0 missing
Eig06_AEA.dm.	numeric	14 unique values 0 missing
Eig14_EA.dm.	numeric	4 unique values 0 missing
Eig06_AEA.ri.	numeric	14 unique values 0 missing
Eig15_EA	numeric	13 unique values 0 missing
Eig06_EA	numeric	14 unique values 0 missing
Eig15_EA.bo.	numeric	14 unique values 0 missing
Eig06_EA.bo.	numeric	14 unique values 0 missing
Eig15_EA.ed.	numeric	14 unique values 0 missing
Eig07_AEA.bo.	numeric	14 unique values 0 missing
Eig15_EA.ri.	numeric	14 unique values 0 missing
Eig07_AEA.ed.	numeric	14 unique values 0 missing
Eta_alpha_A	numeric	12 unique values 0 missing
Eig07_AEA.ri.	numeric	14 unique values 0 missing
GATS1p	numeric	14 unique values 0 missing
Eig07_EA	numeric	14 unique values 0 missing
GATS8i	numeric	12 unique values 0 missing
Eig07_EA.bo.	numeric	14 unique values 0 missing
GATS8v	numeric	13 unique values 0 missing
Eig07_EA.ed.	numeric	14 unique values 0 missing
GGI4	numeric	13 unique values 0 missing
Eig08_AEA.bo.	numeric	13 unique values 0 missing
GGI5	numeric	13 unique values 0 missing
Eig08_EA.bo.	numeric	13 unique values 0 missing
HNar	numeric	14 unique values 0 missing
Eig09_AEA.ri.	numeric	14 unique values 0 missing
JGI4	numeric	13 unique values 0 missing
Eig09_EA	numeric	13 unique values 0 missing
JGI7	numeric	9 unique values 0 missing
Eig09_EA.ed.	numeric	14 unique values 0 missing
JGI8	numeric	8 unique values 0 missing
Eig09_EA.ri.	numeric	14 unique values 0 missing
MATS1i	numeric	14 unique values 0 missing
Eig10_AEA.bo.	numeric	13 unique values 0 missing
MATS1p	numeric	14 unique values 0 missing
Eig10_AEA.dm.	numeric	13 unique values 0 missing
MATS5p	numeric	14 unique values 0 missing
Eig10_AEA.ed.	numeric	12 unique values 0 missing
MLOGP	numeric	13 unique values 0 missing
Eig10_EA.ri.	numeric	13 unique values 0 missing
MLOGP2	numeric	13 unique values 0 missing
Eig11_AEA.ri.	numeric	14 unique values 0 missing
Mp	numeric	13 unique values 0 missing
Eig11_EA.ri.	numeric	14 unique values 0 missing
MPC05	numeric	14 unique values 0 missing
Eig12_AEA.bo.	numeric	13 unique values 0 missing
MPC06	numeric	14 unique values 0 missing
Eig13_AEA.bo.	numeric	13 unique values 0 missing
MPC07	numeric	13 unique values 0 missing
Eig13_AEA.ed.	numeric	14 unique values 0 missing
MPC08	numeric	11 unique values 0 missing
Eig13_AEA.ri.	numeric	13 unique values 0 missing
MWC09	numeric	14 unique values 0 missing
Eig13_EA	numeric	13 unique values 0 missing
MWC10	numeric	14 unique values 0 missing
Eig13_EA.bo.	numeric	14 unique values 0 missing
NaaCH	numeric	5 unique values 0 missing
Eig13_EA.ed.	numeric	13 unique values 0 missing
nAB	numeric	6 unique values 0 missing
Eig13_EA.ri.	numeric	13 unique values 0 missing
nCIC	numeric	4 unique values 0 missing
Eig14_AEA.bo.	numeric	13 unique values 0 missing
nCIR	numeric	5 unique values 0 missing
Eig14_AEA.dm.	numeric	14 unique values 0 missing
nCsp3	numeric	6 unique values 0 missing
Eig14_AEA.ed.	numeric	13 unique values 0 missing
nR06	numeric	4 unique values 0 missing
Eig14_AEA.ri.	numeric	14 unique values 0 missing
NRS	numeric	4 unique values 0 missing
Eig14_EA	numeric	14 unique values 0 missing
NssCH2	numeric	6 unique values 0 missing
Eig14_EA.bo.	numeric	14 unique values 0 missing
PCD	numeric	14 unique values 0 missing
Eig14_EA.ed.	numeric	13 unique values 0 missing
PCR	numeric	14 unique values 0 missing
Eig14_EA.ri.	numeric	14 unique values 0 missing
piPC07	numeric	14 unique values 0 missing
Eig15_AEA.ed.	numeric	14 unique values 0 missing
piPC08	numeric	14 unique values 0 missing
Eta_betaS	numeric	13 unique values 0 missing
Psi_i_t	numeric	3 unique values 0 missing
Eta_epsi	numeric	13 unique values 0 missing
P_VSA_LogP_3	numeric	9 unique values 0 missing
Eta_F	numeric	14 unique values 0 missing
P_VSA_MR_1	numeric	11 unique values 0 missing
Eta_F_A	numeric	14 unique values 0 missing
P_VSA_p_1	numeric	13 unique values 0 missing
Eta_L	numeric	14 unique values 0 missing
Rperim	numeric	7 unique values 0 missing
GGI6	numeric	13 unique values 0 missing
SaaCH	numeric	14 unique values 0 missing
GGI9	numeric	12 unique values 0 missing
SaasC	numeric	14 unique values 0 missing
GMTI	numeric	14 unique values 0 missing
SaasN	numeric	8 unique values 0 missing
GMTIV	numeric	14 unique values 0 missing
SIC0	numeric	11 unique values 0 missing
HDcpx	numeric	13 unique values 0 missing
SM09_AEA.dm.	numeric	13 unique values 0 missing
HVcpx	numeric	14 unique values 0 missing
SM10_AEA.bo.	numeric	14 unique values 0 missing
IAC	numeric	13 unique values 0 missing
SM10_AEA.ri.	numeric	14 unique values 0 missing
ICR	numeric	14 unique values 0 missing
SM13_AEA.ri.	numeric	14 unique values 0 missing
IDDM	numeric	14 unique values 0 missing
SM15_AEA.dm.	numeric	14 unique values 0 missing
IDE	numeric	14 unique values 0 missing
SM15_AEA.ri.	numeric	14 unique values 0 missing
IDET	numeric	14 unique values 0 missing
SpDiam_EA.bo.	numeric	14 unique values 0 missing
IDM	numeric	14 unique values 0 missing
SpMax5_Bh.s.	numeric	14 unique values 0 missing
IDMT	numeric	14 unique values 0 missing
SpMax6_Bh.i.	numeric	14 unique values 0 missing
ISIZ	numeric	11 unique values 0 missing
SpMax6_Bh.v.	numeric	13 unique values 0 missing
IVDM	numeric	14 unique values 0 missing
SpMax8_Bh.e.	numeric	13 unique values 0 missing
LPRS	numeric	14 unique values 0 missing
SpMaxA_EA.dm.	numeric	13 unique values 0 missing
MDDD	numeric	14 unique values 0 missing
SpMin1_Bh.e.	numeric	12 unique values 0 missing
MPC01	numeric	12 unique values 0 missing
SpMin1_Bh.i.	numeric	12 unique values 0 missing
MPC02	numeric	13 unique values 0 missing
SpMin1_Bh.p.	numeric	13 unique values 0 missing
MPC03	numeric	13 unique values 0 missing
SpMin1_Bh.v.	numeric	13 unique values 0 missing
MPC04	numeric	14 unique values 0 missing
SpMin2_Bh.e.	numeric	14 unique values 0 missing
MSD	numeric	14 unique values 0 missing
SpMin2_Bh.i.	numeric	12 unique values 0 missing
MWC01	numeric	12 unique values 0 missing
SpMin2_Bh.p.	numeric	13 unique values 0 missing
MWC02	numeric	14 unique values 0 missing
SpMin2_Bh.v.	numeric	14 unique values 0 missing
MWC03	numeric	13 unique values 0 missing
SpMin3_Bh.m.	numeric	14 unique values 0 missing
MWC04	numeric	13 unique values 0 missing
SpMin3_Bh.s.	numeric	14 unique values 0 missing
SpMin4_Bh.p.	numeric	14 unique values 0 missing
SpMin4_Bh.s.	numeric	14 unique values 0 missing
SpMin4_Bh.v.	numeric	14 unique values 0 missing
SpMin6_Bh.p.	numeric	14 unique values 0 missing
SpMin7_Bh.i.	numeric	13 unique values 0 missing
SpMin7_Bh.v.	numeric	13 unique values 0 missing
SpMin8_Bh.e.	numeric	11 unique values 0 missing
SpMin8_Bh.p.	numeric	13 unique values 0 missing
SpMin8_Bh.s.	numeric	7 unique values 0 missing
TRS	numeric	6 unique values 0 missing
TWC	numeric	14 unique values 0 missing
X0A	numeric	13 unique values 0 missing
Eig03_EA	numeric	13 unique values 0 missing
Eig04_EA.ed.	numeric	14 unique values 0 missing
SM05_EA.bo.	numeric	14 unique values 0 missing
SM07_EA.bo.	numeric	14 unique values 0 missing
SM11_AEA.bo.	numeric	13 unique values 0 missing
SM13_AEA.dm.	numeric	14 unique values 0 missing
ALOGP2	numeric	14 unique values 0 missing
ATS3m	numeric	13 unique values 0 missing
ATS3p	numeric	14 unique values 0 missing
ATS3s	numeric	14 unique values 0 missing
ATSC2p	numeric	14 unique values 0 missing
ATSC3p	numeric	13 unique values 0 missing
ATSC4p	numeric	14 unique values 0 missing
ATSC6m	numeric	14 unique values 0 missing
ATSC6p	numeric	14 unique values 0 missing
ATSC8s	numeric	13 unique values 0 missing
CATS2D_04_AL	numeric	7 unique values 0 missing
Eig07_AEA.dm.	numeric	14 unique values 0 missing
Eig08_AEA.dm.	numeric	14 unique values 0 missing
Eig08_AEA.ed.	numeric	13 unique values 0 missing
Eig08_AEA.ri.	numeric	13 unique values 0 missing
Eig08_EA	numeric	13 unique values 0 missing
Eig08_EA.ri.	numeric	13 unique values 0 missing
Eig09_AEA.dm.	numeric	11 unique values 0 missing
Eig09_AEA.ed.	numeric	14 unique values 0 missing
Eig15_AEA.bo.	numeric	14 unique values 0 missing
Eta_betaP	numeric	9 unique values 0 missing
Eta_C	numeric	14 unique values 0 missing
GATS5m	numeric	14 unique values 0 missing
GGI10	numeric	8 unique values 0 missing
GGI3	numeric	14 unique values 0 missing
IDDE	numeric	14 unique values 0 missing
MATS5m	numeric	14 unique values 0 missing
MPC10	numeric	14 unique values 0 missing
NaasC	numeric	5 unique values 0 missing
nBM	numeric	8 unique values 0 missing
nCar	numeric	7 unique values 0 missing
nCsp2	numeric	8 unique values 0 missing
Qindex	numeric	12 unique values 0 missing
SaaN	numeric	14 unique values 0 missing
SdO	numeric	14 unique values 0 missing
SM02_AEA.dm.	numeric	13 unique values 0 missing
SM03_EA.bo.	numeric	13 unique values 0 missing
SM06_EA.bo.	numeric	14 unique values 0 missing
SM08_EA.bo.	numeric	14 unique values 0 missing
SpMax6_Bh.m.	numeric	14 unique values 0 missing
SpMax7_Bh.m.	numeric	12 unique values 0 missing
SpMax7_Bh.p.	numeric	14 unique values 0 missing
SpMin1_Bh.m.	numeric	13 unique values 0 missing
SpMin5_Bh.p.	numeric	13 unique values 0 missing
Uc	numeric	8 unique values 0 missing
Ui	numeric	8 unique values 0 missing
X3v	numeric	14 unique values 0 missing
X4sol	numeric	14 unique values 0 missing
X4v	numeric	14 unique values 0 missing
X5sol	numeric	14 unique values 0 missing
X5v	numeric	14 unique values 0 missing
ATSC1v	numeric	14 unique values 0 missing
ATSC3v	numeric	14 unique values 0 missing
ATSC4v	numeric	14 unique values 0 missing
ATSC6v	numeric	14 unique values 0 missing
ATSC7m	numeric	14 unique values 0 missing
ATSC7v	numeric	14 unique values 0 missing
CATS2D_05_AL	numeric	9 unique values 0 missing
Eig04_AEA.dm.	numeric	14 unique values 0 missing
Eta_FL	numeric	14 unique values 0 missing
GATS5v	numeric	14 unique values 0 missing
MATS5v	numeric	14 unique values 0 missing
MPC09	numeric	13 unique values 0 missing
nH	numeric	11 unique values 0 missing
P_VSA_e_1	numeric	13 unique values 0 missing
P_VSA_i_2	numeric	14 unique values 0 missing
P_VSA_m_1	numeric	13 unique values 0 missing
P_VSA_MR_2	numeric	8 unique values 0 missing
P_VSA_p_3	numeric	14 unique values 0 missing
P_VSA_s_2	numeric	13 unique values 0 missing
P_VSA_s_3	numeric	12 unique values 0 missing
P_VSA_v_1	numeric	13 unique values 0 missing
P_VSA_v_3	numeric	14 unique values 0 missing
SdssC	numeric	14 unique values 0 missing
SM07_EA.ri.	numeric	14 unique values 0 missing
SM08_EA.ri.	numeric	14 unique values 0 missing
SM09_EA.bo.	numeric	14 unique values 0 missing
SM09_EA.ri.	numeric	14 unique values 0 missing
SM10_EA.bo.	numeric	13 unique values 0 missing
SM10_EA.ri.	numeric	14 unique values 0 missing
SM11_EA.bo.	numeric	14 unique values 0 missing
SM11_EA.ri.	numeric	14 unique values 0 missing
SM12_EA.bo.	numeric	14 unique values 0 missing
SM13_EA.bo.	numeric	14 unique values 0 missing
SM14_EA.bo.	numeric	14 unique values 0 missing
SpMax6_Bh.e.	numeric	14 unique values 0 missing
SpMin4_Bh.e.	numeric	13 unique values 0 missing
SpMin4_Bh.i.	numeric	13 unique values 0 missing
SpMin4_Bh.m.	numeric	14 unique values 0 missing
SpMin5_Bh.s.	numeric	12 unique values 0 missing
SpMin6_Bh.m.	numeric	13 unique values 0 missing
SpMin7_Bh.e.	numeric	14 unique values 0 missing
SpMin7_Bh.s.	numeric	10 unique values 0 missing
AECC	numeric	14 unique values 0 missing
ALOGP	numeric	14 unique values 0 missing
ATS1e	numeric	13 unique values 0 missing
ATS1i	numeric	14 unique values 0 missing
ATS1p	numeric	14 unique values 0 missing
ATS1s	numeric	14 unique values 0 missing
ATS1v	numeric	14 unique values 0 missing
ATS2e	numeric	14 unique values 0 missing
ATS2i	numeric	14 unique values 0 missing
ATS2s	numeric	14 unique values 0 missing
ATS2v	numeric	14 unique values 0 missing
ATS3e	numeric	14 unique values 0 missing
ATS3i	numeric	14 unique values 0 missing
ATS3v	numeric	14 unique values 0 missing
ATS4e	numeric	14 unique values 0 missing
ATS4i	numeric	14 unique values 0 missing
ATS4p	numeric	14 unique values 0 missing
ATS4v	numeric	14 unique values 0 missing
ATS5e	numeric	14 unique values 0 missing
ATS5i	numeric	14 unique values 0 missing
ATS5s	numeric	14 unique values 0 missing
ATS5v	numeric	14 unique values 0 missing
ATS6e	numeric	14 unique values 0 missing
ATS6i	numeric	14 unique values 0 missing
ATS6p	numeric	14 unique values 0 missing
ATS6v	numeric	14 unique values 0 missing
ATS7s	numeric	14 unique values 0 missing
ATS8e	numeric	13 unique values 0 missing
ATS8s	numeric	13 unique values 0 missing
ATSC1i	numeric	14 unique values 0 missing
ATSC1p	numeric	14 unique values 0 missing
ATSC3i	numeric	14 unique values 0 missing
ATSC5i	numeric	14 unique values 0 missing
ATSC5m	numeric	14 unique values 0 missing
ATSC7i	numeric	13 unique values 0 missing
ATSC8i	numeric	13 unique values 0 missing
ATSC8m	numeric	13 unique values 0 missing
BBI	numeric	13 unique values 0 missing
BID	numeric	12 unique values 0 missing
CENT	numeric	14 unique values 0 missing
Chi0_AEA.bo.	numeric	14 unique values 0 missing
Chi0_AEA.dm.	numeric	14 unique values 0 missing
Chi0_AEA.ed.	numeric	14 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

358

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

357

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal 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.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Dimensionality

23.87

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

-0.38

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

-0.22

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

3.47

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

128.67

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

-0.22

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-2.06

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.69

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

MaxKurtosisOfNumericAtts

8.03

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.37

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

24455

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

0.43

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

99.72

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

7.2

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-2.15

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.28

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxSkewnessOfNumericAtts

2.61

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

0.24

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

21925.04

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

-0.76

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

2.24

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

1.3

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

-0.07

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

149.33

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.74

First quartile of skewness among attributes of the numeric type.

AutoCorrelation

-0.34

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.34

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

Show all 62 properties