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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075149

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 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: CHEMBL1075149 (TID: 103088), and it has 13 rows and 362 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.

364 features

pXC50 (target)	numeric	11 unique values 0 missing
molecule_id (row identifier)	nominal	13 unique values 0 missing
AECC	numeric	10 unique values 0 missing
AMR	numeric	13 unique values 0 missing
ARR	numeric	8 unique values 0 missing
ATS1m	numeric	13 unique values 0 missing
ATS1p	numeric	13 unique values 0 missing
ATS1v	numeric	13 unique values 0 missing
BIC1	numeric	13 unique values 0 missing
BIC2	numeric	12 unique values 0 missing
BIC4	numeric	13 unique values 0 missing
BLTA96	numeric	11 unique values 0 missing
BLTD48	numeric	12 unique values 0 missing
BLTF96	numeric	11 unique values 0 missing
C.001	numeric	3 unique values 0 missing
C.008	numeric	2 unique values 0 missing
C.024	numeric	7 unique values 0 missing
C.026	numeric	4 unique values 0 missing
C.027	numeric	2 unique values 0 missing
C.029	numeric	2 unique values 0 missing
C.039	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_02_DN	numeric	2 unique values 0 missing
CATS2D_02_PN	numeric	2 unique values 0 missing
CATS2D_03_AP	numeric	3 unique values 0 missing
CATS2D_03_DA	numeric	3 unique values 0 missing
CATS2D_03_DD	numeric	2 unique values 0 missing
CATS2D_03_DP	numeric	2 unique values 0 missing
CATS2D_04_AL	numeric	6 unique values 0 missing
CATS2D_05_AL	numeric	7 unique values 0 missing
CATS2D_05_DA	numeric	4 unique values 0 missing
CATS2D_06_LL	numeric	6 unique values 0 missing
CATS2D_07_LL	numeric	7 unique values 0 missing
CENT	numeric	10 unique values 0 missing
Chi0_AEA.bo.	numeric	10 unique values 0 missing
Chi0_AEA.dm.	numeric	10 unique values 0 missing
Chi0_AEA.ed.	numeric	10 unique values 0 missing
Chi0_AEA.ri.	numeric	10 unique values 0 missing
Chi0_EA	numeric	10 unique values 0 missing
Chi0_EA.bo.	numeric	11 unique values 0 missing
Chi0_EA.ed.	numeric	10 unique values 0 missing
Chi0_EA.ri.	numeric	12 unique values 0 missing
Chi1_AEA.bo.	numeric	10 unique values 0 missing
Chi1_AEA.dm.	numeric	10 unique values 0 missing
Chi1_AEA.ed.	numeric	10 unique values 0 missing
Chi1_AEA.ri.	numeric	10 unique values 0 missing
Chi1_EA	numeric	10 unique values 0 missing
Chi1_EA.ed.	numeric	10 unique values 0 missing
CIC3	numeric	12 unique values 0 missing
CIC4	numeric	12 unique values 0 missing
CID	numeric	10 unique values 0 missing
CSI	numeric	10 unique values 0 missing
D.Dtr06	numeric	8 unique values 0 missing
DECC	numeric	10 unique values 0 missing
ECC	numeric	10 unique values 0 missing
Eig01_AEA.bo.	numeric	9 unique values 0 missing
Eig01_AEA.ed.	numeric	9 unique values 0 missing
Eig01_AEA.ri.	numeric	10 unique values 0 missing
Eig01_EA	numeric	8 unique values 0 missing
Eig01_EA.bo.	numeric	8 unique values 0 missing
Eig01_EA.dm.	numeric	8 unique values 0 missing
Eig01_EA.ed.	numeric	9 unique values 0 missing
Eig02_EA.dm.	numeric	5 unique values 0 missing
Eig03_EA.bo.	numeric	11 unique values 0 missing
Eig04_AEA.bo.	numeric	11 unique values 0 missing
Eig04_EA.bo.	numeric	11 unique values 0 missing
Eig05_AEA.bo.	numeric	11 unique values 0 missing
Eig05_EA.bo.	numeric	11 unique values 0 missing
Eig07_AEA.bo.	numeric	11 unique values 0 missing
Eig08_AEA.bo.	numeric	10 unique values 0 missing
Eig08_EA.bo.	numeric	11 unique values 0 missing
Eig10_AEA.bo.	numeric	11 unique values 0 missing
Eig10_AEA.ri.	numeric	10 unique values 0 missing
Eig10_EA	numeric	8 unique values 0 missing
Eig10_EA.bo.	numeric	8 unique values 0 missing
Eig10_EA.ri.	numeric	10 unique values 0 missing
Eig11_AEA.bo.	numeric	8 unique values 0 missing
Eig11_AEA.dm.	numeric	7 unique values 0 missing
Eig11_AEA.ri.	numeric	8 unique values 0 missing
Eig11_EA	numeric	7 unique values 0 missing
Eig11_EA.bo.	numeric	7 unique values 0 missing
Eig11_EA.ed.	numeric	8 unique values 0 missing
Eig11_EA.ri.	numeric	8 unique values 0 missing
Eig12_AEA.bo.	numeric	8 unique values 0 missing
Eig12_AEA.dm.	numeric	11 unique values 0 missing
Eig12_AEA.ed.	numeric	7 unique values 0 missing
Eig12_AEA.ri.	numeric	9 unique values 0 missing
Eig12_EA	numeric	9 unique values 0 missing
Eig12_EA.bo.	numeric	10 unique values 0 missing
Eig12_EA.ed.	numeric	9 unique values 0 missing
Eig12_EA.ri.	numeric	9 unique values 0 missing
Eig13_AEA.bo.	numeric	10 unique values 0 missing
Eig13_AEA.ed.	numeric	8 unique values 0 missing
Eig13_AEA.ri.	numeric	9 unique values 0 missing
Eig14_AEA.bo.	numeric	9 unique values 0 missing
Eig14_AEA.ed.	numeric	8 unique values 0 missing
Eig14_AEA.ri.	numeric	8 unique values 0 missing
Eig15_AEA.bo.	numeric	6 unique values 0 missing
Eig15_AEA.ed.	numeric	7 unique values 0 missing
Eta_alpha	numeric	12 unique values 0 missing
Eta_beta	numeric	13 unique values 0 missing
Eta_beta_A	numeric	13 unique values 0 missing
Eta_betaP	numeric	9 unique values 0 missing
Eta_betaP_A	numeric	12 unique values 0 missing
Eta_F	numeric	13 unique values 0 missing
Eta_F_A	numeric	13 unique values 0 missing
Eta_FL	numeric	13 unique values 0 missing
Eta_FL_A	numeric	13 unique values 0 missing
Eta_L_A	numeric	13 unique values 0 missing
GATS1e	numeric	12 unique values 0 missing
GATS1m	numeric	13 unique values 0 missing
GATS2v	numeric	13 unique values 0 missing
GATS5e	numeric	13 unique values 0 missing
GATS5s	numeric	13 unique values 0 missing
GATS5v	numeric	13 unique values 0 missing
GATS6m	numeric	12 unique values 0 missing
GATS7v	numeric	13 unique values 0 missing
GATS8i	numeric	9 unique values 0 missing
GATS8p	numeric	11 unique values 0 missing
GATS8v	numeric	10 unique values 0 missing
GGI3	numeric	10 unique values 0 missing
GMTI	numeric	10 unique values 0 missing
H.047	numeric	8 unique values 0 missing
H.049	numeric	2 unique values 0 missing
H.050	numeric	3 unique values 0 missing
H.051	numeric	3 unique values 0 missing
HVcpx	numeric	9 unique values 0 missing
Hy	numeric	12 unique values 0 missing
IC1	numeric	12 unique values 0 missing
ICR	numeric	10 unique values 0 missing
IDE	numeric	10 unique values 0 missing
IDET	numeric	10 unique values 0 missing
IDMT	numeric	10 unique values 0 missing
IVDM	numeric	10 unique values 0 missing
JGI8	numeric	5 unique values 0 missing
LOC	numeric	10 unique values 0 missing
LPRS	numeric	10 unique values 0 missing
MATS1e	numeric	12 unique values 0 missing
MATS2m	numeric	13 unique values 0 missing
MATS2v	numeric	13 unique values 0 missing
MATS5m	numeric	13 unique values 0 missing
MATS5v	numeric	13 unique values 0 missing
MATS6i	numeric	13 unique values 0 missing
MATS7m	numeric	12 unique values 0 missing
MATS8i	numeric	13 unique values 0 missing
MATS8p	numeric	13 unique values 0 missing
MAXDP	numeric	13 unique values 0 missing
MCD	numeric	9 unique values 0 missing
MDDD	numeric	10 unique values 0 missing
Mi	numeric	13 unique values 0 missing
MLOGP	numeric	12 unique values 0 missing
Mp	numeric	13 unique values 0 missing
MPC01	numeric	9 unique values 0 missing
MSD	numeric	10 unique values 0 missing
Mv	numeric	12 unique values 0 missing
MWC01	numeric	9 unique values 0 missing
N.066	numeric	2 unique values 0 missing
N.070	numeric	2 unique values 0 missing
N.074	numeric	2 unique values 0 missing
NaaCH	numeric	7 unique values 0 missing
NaasC	numeric	6 unique values 0 missing
nAB	numeric	5 unique values 0 missing
nBM	numeric	7 unique values 0 missing
nBO	numeric	9 unique values 0 missing
nCar	numeric	5 unique values 0 missing
nCb.	numeric	5 unique values 0 missing
nC.N.N.	numeric	2 unique values 0 missing
nCp	numeric	4 unique values 0 missing
nCs	numeric	4 unique values 0 missing
nCsp2	numeric	7 unique values 0 missing
nPyridines	numeric	2 unique values 0 missing
nR06	numeric	4 unique values 0 missing
nRCOOH	numeric	2 unique values 0 missing
nRNH2	numeric	2 unique values 0 missing
NRS	numeric	4 unique values 0 missing
NsCH3	numeric	3 unique values 0 missing
NsNH2	numeric	2 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
NsssCH	numeric	2 unique values 0 missing
ON1	numeric	10 unique values 0 missing
PCD	numeric	11 unique values 0 missing
PCR	numeric	11 unique values 0 missing
PDI	numeric	13 unique values 0 missing
piID	numeric	11 unique values 0 missing
piPC01	numeric	10 unique values 0 missing
piPC02	numeric	11 unique values 0 missing
piPC03	numeric	11 unique values 0 missing
piPC04	numeric	11 unique values 0 missing
piPC05	numeric	11 unique values 0 missing
piPC07	numeric	10 unique values 0 missing
piPC10	numeric	8 unique values 0 missing
Psi_i_0	numeric	13 unique values 0 missing
Psi_i_1	numeric	13 unique values 0 missing
P_VSA_e_2	numeric	13 unique values 0 missing
P_VSA_i_2	numeric	13 unique values 0 missing
P_VSA_LogP_1	numeric	4 unique values 0 missing
P_VSA_LogP_2	numeric	7 unique values 0 missing
P_VSA_LogP_3	numeric	10 unique values 0 missing
P_VSA_LogP_4	numeric	9 unique values 0 missing
P_VSA_LogP_8	numeric	3 unique values 0 missing
P_VSA_m_2	numeric	13 unique values 0 missing
P_VSA_MR_5	numeric	10 unique values 0 missing
P_VSA_MR_6	numeric	10 unique values 0 missing
P_VSA_MR_7	numeric	9 unique values 0 missing
P_VSA_p_3	numeric	13 unique values 0 missing
P_VSA_s_1	numeric	4 unique values 0 missing
P_VSA_s_4	numeric	10 unique values 0 missing
P_VSA_v_3	numeric	13 unique values 0 missing
RDCHI	numeric	10 unique values 0 missing
Rperim	numeric	6 unique values 0 missing
S0K	numeric	10 unique values 0 missing
S2K	numeric	13 unique values 0 missing
SaaCH	numeric	10 unique values 0 missing
SCBO	numeric	10 unique values 0 missing
SdO	numeric	13 unique values 0 missing
SIC3	numeric	12 unique values 0 missing
SIC4	numeric	11 unique values 0 missing
SM02_AEA.bo.	numeric	10 unique values 0 missing
SM02_EA.bo.	numeric	11 unique values 0 missing
SM02_EA.dm.	numeric	9 unique values 0 missing
SM03_AEA.bo.	numeric	11 unique values 0 missing
SM03_EA.dm.	numeric	6 unique values 0 missing
SM04_AEA.bo.	numeric	11 unique values 0 missing
SM04_AEA.dm.	numeric	8 unique values 0 missing
SM04_EA.bo.	numeric	11 unique values 0 missing
SM04_EA.dm.	numeric	9 unique values 0 missing
SM05_AEA.bo.	numeric	11 unique values 0 missing
SM05_AEA.dm.	numeric	7 unique values 0 missing
SM05_EA.bo.	numeric	11 unique values 0 missing
SM05_EA.dm.	numeric	6 unique values 0 missing
SM06_AEA.bo.	numeric	11 unique values 0 missing
SM06_AEA.dm.	numeric	9 unique values 0 missing
SM06_AEA.ri.	numeric	8 unique values 0 missing
SM06_EA.bo.	numeric	11 unique values 0 missing
SM06_EA.dm.	numeric	9 unique values 0 missing
SM07_AEA.bo.	numeric	11 unique values 0 missing
SM07_AEA.ri.	numeric	9 unique values 0 missing
SM07_EA.bo.	numeric	11 unique values 0 missing
SM07_EA.dm.	numeric	6 unique values 0 missing
SM07_EA.ed.	numeric	10 unique values 0 missing
SM08_AEA.bo.	numeric	11 unique values 0 missing
SM08_EA.bo.	numeric	11 unique values 0 missing
SM08_EA.dm.	numeric	9 unique values 0 missing
SM08_EA.ed.	numeric	10 unique values 0 missing
SM09_AEA.bo.	numeric	8 unique values 0 missing
SM09_EA.bo.	numeric	11 unique values 0 missing
SM09_EA.dm.	numeric	6 unique values 0 missing
SM09_EA.ed.	numeric	10 unique values 0 missing
SM10_AEA.dm.	numeric	9 unique values 0 missing
SM10_EA.bo.	numeric	11 unique values 0 missing
SM10_EA.dm.	numeric	9 unique values 0 missing
SM10_EA.ed.	numeric	10 unique values 0 missing
SM11_AEA.ri.	numeric	8 unique values 0 missing
SM11_EA.bo.	numeric	11 unique values 0 missing
SM11_EA.dm.	numeric	6 unique values 0 missing
SM11_EA.ed.	numeric	10 unique values 0 missing
SM12_AEA.ed.	numeric	10 unique values 0 missing
SM12_EA.bo.	numeric	11 unique values 0 missing
SM12_EA.dm.	numeric	9 unique values 0 missing
SM12_EA.ed.	numeric	10 unique values 0 missing
SM13_AEA.ed.	numeric	10 unique values 0 missing
SM13_AEA.ri.	numeric	11 unique values 0 missing
SM13_EA.bo.	numeric	11 unique values 0 missing
SM13_EA.dm.	numeric	6 unique values 0 missing
SM13_EA.ed.	numeric	10 unique values 0 missing
SM14_AEA.ed.	numeric	10 unique values 0 missing
SM14_AEA.ri.	numeric	11 unique values 0 missing
SM14_EA.bo.	numeric	11 unique values 0 missing
SM14_EA.dm.	numeric	9 unique values 0 missing
SM14_EA.ed.	numeric	10 unique values 0 missing
SM15_AEA.ed.	numeric	10 unique values 0 missing
SM15_AEA.ri.	numeric	11 unique values 0 missing
SM15_EA	numeric	10 unique values 0 missing
SM15_EA.bo.	numeric	11 unique values 0 missing
SM15_EA.dm.	numeric	6 unique values 0 missing
SM15_EA.ed.	numeric	10 unique values 0 missing
SMTI	numeric	10 unique values 0 missing
SNar	numeric	10 unique values 0 missing
Sp	numeric	13 unique values 0 missing
SpAD_AEA.dm.	numeric	13 unique values 0 missing
SpAD_EA.bo.	numeric	11 unique values 0 missing
SpAD_EA.dm.	numeric	9 unique values 0 missing
SpAD_EA.ri.	numeric	12 unique values 0 missing
SpDiam_AEA.bo.	numeric	9 unique values 0 missing
SpDiam_AEA.dm.	numeric	9 unique values 0 missing
SpDiam_AEA.ed.	numeric	9 unique values 0 missing
SpDiam_AEA.ri.	numeric	11 unique values 0 missing
SpDiam_EA	numeric	8 unique values 0 missing
SpDiam_EA.bo.	numeric	8 unique values 0 missing
SpDiam_EA.dm.	numeric	8 unique values 0 missing
SpDiam_EA.ed.	numeric	9 unique values 0 missing
SpMAD_AEA.ri.	numeric	11 unique values 0 missing
SpMAD_EA	numeric	9 unique values 0 missing
SpMAD_EA.dm.	numeric	11 unique values 0 missing
SpMax1_Bh.m.	numeric	9 unique values 0 missing
SpMax1_Bh.p.	numeric	12 unique values 0 missing
SpMax1_Bh.s.	numeric	8 unique values 0 missing
SpMax2_Bh.p.	numeric	12 unique values 0 missing
SpMax2_Bh.s.	numeric	6 unique values 0 missing
SpMax2_Bh.v.	numeric	13 unique values 0 missing
SpMax3_Bh.e.	numeric	12 unique values 0 missing
SpMax3_Bh.i.	numeric	12 unique values 0 missing
SpMax3_Bh.m.	numeric	12 unique values 0 missing
SpMax3_Bh.p.	numeric	12 unique values 0 missing
SpMax3_Bh.v.	numeric	13 unique values 0 missing
SpMax4_Bh.e.	numeric	13 unique values 0 missing
SpMax4_Bh.i.	numeric	12 unique values 0 missing
SpMax4_Bh.m.	numeric	12 unique values 0 missing
SpMax4_Bh.v.	numeric	13 unique values 0 missing
SpMax5_Bh.e.	numeric	12 unique values 0 missing
SpMax5_Bh.m.	numeric	12 unique values 0 missing
SpMax8_Bh.p.	numeric	12 unique values 0 missing
SpMax8_Bh.v.	numeric	9 unique values 0 missing
SpMax_AEA.bo.	numeric	9 unique values 0 missing
SpMaxA_EA.dm.	numeric	11 unique values 0 missing
SpMax_AEA.ed.	numeric	9 unique values 0 missing
SpMax_AEA.ri.	numeric	10 unique values 0 missing
SpMaxA_EA.ri.	numeric	11 unique values 0 missing
SpMax_EA	numeric	8 unique values 0 missing
SpMax_EA.bo.	numeric	8 unique values 0 missing
SpMax_EA.dm.	numeric	8 unique values 0 missing
SpMax_EA.ed.	numeric	9 unique values 0 missing
SpMin2_Bh.p.	numeric	13 unique values 0 missing
SpMin3_Bh.i.	numeric	11 unique values 0 missing
SpMin3_Bh.p.	numeric	12 unique values 0 missing
SpMin4_Bh.i.	numeric	12 unique values 0 missing
SpMin8_Bh.e.	numeric	7 unique values 0 missing
SpMin8_Bh.i.	numeric	8 unique values 0 missing
SRW02	numeric	9 unique values 0 missing
SsCH3	numeric	4 unique values 0 missing
SsNH2	numeric	7 unique values 0 missing
SssNH	numeric	8 unique values 0 missing
SsssCH	numeric	7 unique values 0 missing
Sv	numeric	13 unique values 0 missing
TRS	numeric	6 unique values 0 missing
Uc	numeric	7 unique values 0 missing
Ui	numeric	8 unique values 0 missing
UNIP	numeric	10 unique values 0 missing
VAR	numeric	10 unique values 0 missing
Vindex	numeric	9 unique values 0 missing
VvdwMG	numeric	13 unique values 0 missing
VvdwZAZ	numeric	13 unique values 0 missing
Vx	numeric	13 unique values 0 missing
X0sol	numeric	10 unique values 0 missing
X0v	numeric	13 unique values 0 missing
X1	numeric	10 unique values 0 missing
X1sol	numeric	10 unique values 0 missing
X1v	numeric	13 unique values 0 missing
X2sol	numeric	10 unique values 0 missing
X2v	numeric	13 unique values 0 missing
X3sol	numeric	10 unique values 0 missing
X3v	numeric	13 unique values 0 missing
X4	numeric	10 unique values 0 missing
X4sol	numeric	10 unique values 0 missing
X4v	numeric	13 unique values 0 missing
X5sol	numeric	10 unique values 0 missing
X5v	numeric	13 unique values 0 missing
Xindex	numeric	9 unique values 0 missing
XMOD	numeric	12 unique values 0 missing
Xt	numeric	10 unique values 0 missing
Xu	numeric	10 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

364

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

363

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

99.73

Percentage of numeric attributes.

PercentageOfSymbolicFeatures

0.27

Percentage of nominal attributes.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile1KurtosisOfNumericAtts

-1.7

First quartile of kurtosis among attributes of the numeric type.

Quartile1MeansOfNumericAtts

0.78

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

-0.96

First quartile of skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.52

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Quartile2KurtosisOfNumericAtts

-1.31

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

Quartile2MeansOfNumericAtts

3.38

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

-0.43

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

Quartile2StdDevOfNumericAtts

1.17

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

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

Quartile3KurtosisOfNumericAtts

0.57

Third quartile of kurtosis among attributes of the numeric type.

Quartile3MeansOfNumericAtts

10.66

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

0.04

Third quartile of skewness among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

3.51

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

AutoCorrelation

0.69

Average class difference between consecutive instances.

MeanMeansOfNumericAtts

80.36

Mean of means among attributes of the numeric type.

ClassEntropy

Entropy of the target attribute values.

Dimensionality

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

10.17

Maximum kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

11175.72

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

3.15

Maximum skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

8893.67

Maximum standard deviation of attributes of the numeric type.

MeanAttributeEntropy

Average entropy of the attributes.

MeanKurtosisOfNumericAtts

-0.45

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

-0.37

Mean skewness among attributes of the numeric type.

MeanStdDevOfNumericAtts

59.16

Mean standard deviation of attributes of the numeric type.

MinAttributeEntropy

Minimal entropy among attributes.

MinKurtosisOfNumericAtts

-2.36