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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3216

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: CHEMBL3216 (TID: 12240), and it has 23 rows and 372 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.

374 features

pXC50 (target)	numeric	20 unique values 0 missing
molecule_id (row identifier)	nominal	23 unique values 0 missing
BLTD48	numeric	18 unique values 0 missing
BIC4	numeric	18 unique values 0 missing
BLTF96	numeric	18 unique values 0 missing
BIC5	numeric	18 unique values 0 missing
C.024	numeric	5 unique values 0 missing
GATS1m	numeric	18 unique values 0 missing
CATS2D_03_AL	numeric	8 unique values 0 missing
GATS4e	numeric	17 unique values 0 missing
CATS2D_03_DP	numeric	2 unique values 0 missing
LOC	numeric	15 unique values 0 missing
CATS2D_03_PL	numeric	3 unique values 0 missing
MATS4e	numeric	17 unique values 0 missing
CATS2D_04_PN	numeric	2 unique values 0 missing
MATS4s	numeric	18 unique values 0 missing
CATS2D_05_AP	numeric	4 unique values 0 missing
MATS5s	numeric	18 unique values 0 missing
CATS2D_05_DP	numeric	3 unique values 0 missing
P_VSA_LogP_1	numeric	8 unique values 0 missing
Chi1_EA.dm.	numeric	14 unique values 0 missing
P_VSA_m_4	numeric	6 unique values 0 missing
CIC5	numeric	18 unique values 0 missing
P_VSA_MR_7	numeric	7 unique values 0 missing
D.Dtr06	numeric	9 unique values 0 missing
SIC5	numeric	18 unique values 0 missing
Eig04_AEA.bo.	numeric	13 unique values 0 missing
SsCH3	numeric	17 unique values 0 missing
Eig04_AEA.ed.	numeric	11 unique values 0 missing
X0Av	numeric	17 unique values 0 missing
Eig04_EA.bo.	numeric	13 unique values 0 missing
X2Av	numeric	17 unique values 0 missing
Eig04_EA.ed.	numeric	11 unique values 0 missing
AAC	numeric	17 unique values 0 missing
Eta_beta_A	numeric	15 unique values 0 missing
ATS2m	numeric	18 unique values 0 missing
Eta_betaP	numeric	9 unique values 0 missing
ATS3m	numeric	18 unique values 0 missing
Eta_betaP_A	numeric	14 unique values 0 missing
ATS4m	numeric	16 unique values 0 missing
Eta_betaS_A	numeric	16 unique values 0 missing
ATS7m	numeric	17 unique values 0 missing
Eta_F_A	numeric	17 unique values 0 missing
ATS8m	numeric	16 unique values 0 missing
Eta_FL	numeric	14 unique values 0 missing
ATS8v	numeric	17 unique values 0 missing
Eta_FL_A	numeric	17 unique values 0 missing
BBI	numeric	13 unique values 0 missing
Eta_sh_y	numeric	18 unique values 0 missing
BIC1	numeric	17 unique values 0 missing
GATS1v	numeric	18 unique values 0 missing
BIC2	numeric	18 unique values 0 missing
GATS3v	numeric	18 unique values 0 missing
BIC3	numeric	17 unique values 0 missing
GATS4s	numeric	18 unique values 0 missing
C.005	numeric	4 unique values 0 missing
GATS4v	numeric	17 unique values 0 missing
CATS2D_02_AL	numeric	6 unique values 0 missing
GATS6s	numeric	18 unique values 0 missing
CATS2D_06_AL	numeric	7 unique values 0 missing
GATS7e	numeric	18 unique values 0 missing
CATS2D_07_AL	numeric	8 unique values 0 missing
GATS7s	numeric	18 unique values 0 missing
Chi0_AEA.bo.	numeric	15 unique values 0 missing
GGI2	numeric	10 unique values 0 missing
Chi0_AEA.dm.	numeric	15 unique values 0 missing
GNar	numeric	15 unique values 0 missing
Chi0_AEA.ed.	numeric	15 unique values 0 missing
H.	numeric	15 unique values 0 missing
Chi0_AEA.ri.	numeric	15 unique values 0 missing
HNar	numeric	15 unique values 0 missing
Chi0_EA	numeric	15 unique values 0 missing
IC1	numeric	18 unique values 0 missing
Chi0_EA.ri.	numeric	18 unique values 0 missing
JGI2	numeric	14 unique values 0 missing
Chi1_AEA.bo.	numeric	15 unique values 0 missing
JGI6	numeric	11 unique values 0 missing
Chi1_AEA.dm.	numeric	15 unique values 0 missing
MATS4m	numeric	17 unique values 0 missing
Chi1_AEA.ed.	numeric	15 unique values 0 missing
MATS4v	numeric	18 unique values 0 missing
Chi1_AEA.ri.	numeric	15 unique values 0 missing
MATS6e	numeric	18 unique values 0 missing
Chi1_EA	numeric	15 unique values 0 missing
MATS7e	numeric	18 unique values 0 missing
Chi1_EA.ri.	numeric	18 unique values 0 missing
MATS7s	numeric	17 unique values 0 missing
CIC2	numeric	18 unique values 0 missing
MCD	numeric	8 unique values 0 missing
CIC3	numeric	18 unique values 0 missing
Mi	numeric	15 unique values 0 missing
CIC4	numeric	18 unique values 0 missing
MLOGP	numeric	18 unique values 0 missing
CID	numeric	15 unique values 0 missing
Mp	numeric	14 unique values 0 missing
Eig02_EA.bo.	numeric	11 unique values 0 missing
MPC05	numeric	14 unique values 0 missing
Eig03_AEA.bo.	numeric	11 unique values 0 missing
MPC07	numeric	15 unique values 0 missing
Eig03_AEA.ed.	numeric	11 unique values 0 missing
MPC08	numeric	15 unique values 0 missing
Eig03_AEA.ri.	numeric	14 unique values 0 missing
MPC09	numeric	15 unique values 0 missing
Eig03_EA	numeric	10 unique values 0 missing
MPC10	numeric	15 unique values 0 missing
Eig03_EA.bo.	numeric	11 unique values 0 missing
Mv	numeric	14 unique values 0 missing
Eig03_EA.ed.	numeric	11 unique values 0 missing
N.079	numeric	2 unique values 0 missing
Eig03_EA.ri.	numeric	14 unique values 0 missing
NaaCH	numeric	5 unique values 0 missing
Eig04_AEA.dm.	numeric	14 unique values 0 missing
NaasC	numeric	4 unique values 0 missing
Eig04_AEA.ri.	numeric	17 unique values 0 missing
nAB	numeric	6 unique values 0 missing
Eig04_EA	numeric	15 unique values 0 missing
nBM	numeric	6 unique values 0 missing
Eig04_EA.ri.	numeric	17 unique values 0 missing
nBnz	numeric	4 unique values 0 missing
Eig05_AEA.bo.	numeric	15 unique values 0 missing
nCar	numeric	6 unique values 0 missing
Eig05_AEA.dm.	numeric	17 unique values 0 missing
nCb.	numeric	5 unique values 0 missing
Eig05_AEA.ed.	numeric	15 unique values 0 missing
nCbH	numeric	6 unique values 0 missing
Eig05_AEA.ri.	numeric	17 unique values 0 missing
nCIC	numeric	5 unique values 0 missing
Eig05_EA	numeric	14 unique values 0 missing
nCIR	numeric	6 unique values 0 missing
Eig05_EA.bo.	numeric	15 unique values 0 missing
nCsp2	numeric	7 unique values 0 missing
Eig05_EA.ed.	numeric	15 unique values 0 missing
nN.	numeric	2 unique values 0 missing
Eig05_EA.ri.	numeric	18 unique values 0 missing
nNq	numeric	2 unique values 0 missing
Eig06_AEA.bo.	numeric	15 unique values 0 missing
nR06	numeric	5 unique values 0 missing
Eig06_AEA.ed.	numeric	15 unique values 0 missing
NRS	numeric	5 unique values 0 missing
Eig06_EA.bo.	numeric	15 unique values 0 missing
NssssN.	numeric	2 unique values 0 missing
Eig06_EA.ed.	numeric	15 unique values 0 missing
PCD	numeric	15 unique values 0 missing
Eig07_AEA.bo.	numeric	15 unique values 0 missing
PCR	numeric	15 unique values 0 missing
Eig07_AEA.dm.	numeric	17 unique values 0 missing
piID	numeric	15 unique values 0 missing
Eig07_AEA.ed.	numeric	15 unique values 0 missing
piPC03	numeric	13 unique values 0 missing
Eig07_EA.bo.	numeric	14 unique values 0 missing
piPC04	numeric	15 unique values 0 missing
Eig08_AEA.bo.	numeric	15 unique values 0 missing
piPC05	numeric	15 unique values 0 missing
Eig08_AEA.ed.	numeric	15 unique values 0 missing
piPC06	numeric	15 unique values 0 missing
Eig08_EA.bo.	numeric	15 unique values 0 missing
piPC07	numeric	15 unique values 0 missing
Eig08_EA.ed.	numeric	15 unique values 0 missing
piPC08	numeric	15 unique values 0 missing
Eig09_AEA.bo.	numeric	14 unique values 0 missing
piPC09	numeric	15 unique values 0 missing
Eig09_AEA.dm.	numeric	18 unique values 0 missing
piPC10	numeric	15 unique values 0 missing
Eig09_AEA.ed.	numeric	15 unique values 0 missing
P_VSA_e_2	numeric	17 unique values 0 missing
Eig09_AEA.ri.	numeric	18 unique values 0 missing
P_VSA_i_2	numeric	17 unique values 0 missing
Eig09_EA	numeric	15 unique values 0 missing
P_VSA_LogP_5	numeric	9 unique values 0 missing
Eig09_EA.bo.	numeric	15 unique values 0 missing
P_VSA_MR_6	numeric	11 unique values 0 missing
Eig09_EA.ed.	numeric	15 unique values 0 missing
P_VSA_p_3	numeric	17 unique values 0 missing
Eig09_EA.ri.	numeric	18 unique values 0 missing
P_VSA_s_4	numeric	9 unique values 0 missing
Eig10_AEA.bo.	numeric	12 unique values 0 missing
P_VSA_v_3	numeric	17 unique values 0 missing
Eig10_AEA.dm.	numeric	18 unique values 0 missing
PW3	numeric	13 unique values 0 missing
Eig10_AEA.ed.	numeric	15 unique values 0 missing
PW5	numeric	11 unique values 0 missing
Eig10_AEA.ri.	numeric	15 unique values 0 missing
RBF	numeric	16 unique values 0 missing
Eig10_EA	numeric	15 unique values 0 missing
Rperim	numeric	7 unique values 0 missing
Eig10_EA.bo.	numeric	15 unique values 0 missing
SaaCH	numeric	8 unique values 0 missing
Eig10_EA.ed.	numeric	15 unique values 0 missing
SM13_AEA.dm.	numeric	11 unique values 0 missing
Eig10_EA.ri.	numeric	16 unique values 0 missing
SM14_AEA.ri.	numeric	13 unique values 0 missing
Eig11_AEA.bo.	numeric	13 unique values 0 missing
SpDiam_EA.bo.	numeric	11 unique values 0 missing
Eig11_AEA.dm.	numeric	16 unique values 0 missing
SpMAD_EA.bo.	numeric	15 unique values 0 missing
Eig11_AEA.ed.	numeric	14 unique values 0 missing
SpMax1_Bh.v.	numeric	16 unique values 0 missing
Eig11_AEA.ri.	numeric	17 unique values 0 missing
SssssN.	numeric	11 unique values 0 missing
Eig11_EA	numeric	15 unique values 0 missing
TRS	numeric	7 unique values 0 missing
Eig11_EA.bo.	numeric	15 unique values 0 missing
Uc	numeric	6 unique values 0 missing
Eig11_EA.ed.	numeric	15 unique values 0 missing
X0A	numeric	14 unique values 0 missing
Eig11_EA.ri.	numeric	17 unique values 0 missing
X1A	numeric	12 unique values 0 missing
Eig12_AEA.bo.	numeric	12 unique values 0 missing
X2A	numeric	13 unique values 0 missing
Eig12_AEA.dm.	numeric	16 unique values 0 missing
X3A	numeric	13 unique values 0 missing
Eig12_AEA.ed.	numeric	12 unique values 0 missing
X4A	numeric	14 unique values 0 missing
Eig12_AEA.ri.	numeric	17 unique values 0 missing
X5	numeric	15 unique values 0 missing
Eig12_EA	numeric	15 unique values 0 missing
X5A	numeric	14 unique values 0 missing
Eig12_EA.bo.	numeric	14 unique values 0 missing
X5sol	numeric	15 unique values 0 missing
Eig12_EA.ed.	numeric	15 unique values 0 missing
ZM2Kup	numeric	18 unique values 0 missing
Eig12_EA.ri.	numeric	17 unique values 0 missing
Eta_beta	numeric	16 unique values 0 missing
Eig13_AEA.bo.	numeric	15 unique values 0 missing
PDI	numeric	17 unique values 0 missing
Eig13_AEA.dm.	numeric	17 unique values 0 missing
X3Av	numeric	17 unique values 0 missing
Eig13_AEA.ed.	numeric	11 unique values 0 missing
X4Av	numeric	17 unique values 0 missing
Eig13_AEA.ri.	numeric	15 unique values 0 missing
X5Av	numeric	17 unique values 0 missing
Eig13_EA	numeric	11 unique values 0 missing
ZM1Kup	numeric	18 unique values 0 missing
Eig13_EA.bo.	numeric	12 unique values 0 missing
ZM1Mad	numeric	18 unique values 0 missing
Eig13_EA.ed.	numeric	14 unique values 0 missing
Eig13_EA.ri.	numeric	13 unique values 0 missing
Eig14_AEA.bo.	numeric	13 unique values 0 missing
Eig14_AEA.dm.	numeric	14 unique values 0 missing
Eig14_AEA.ed.	numeric	12 unique values 0 missing
Eig14_AEA.ri.	numeric	15 unique values 0 missing
Eig14_EA	numeric	12 unique values 0 missing
Eig14_EA.bo.	numeric	12 unique values 0 missing
Eig14_EA.ed.	numeric	13 unique values 0 missing
Eig14_EA.ri.	numeric	13 unique values 0 missing
Eig15_AEA.bo.	numeric	12 unique values 0 missing
Eig15_AEA.dm.	numeric	12 unique values 0 missing
Eig15_AEA.ed.	numeric	11 unique values 0 missing
Eta_betaS	numeric	15 unique values 0 missing
Eta_epsi_A	numeric	18 unique values 0 missing
GATS1i	numeric	18 unique values 0 missing
GGI6	numeric	11 unique values 0 missing
GGI7	numeric	11 unique values 0 missing
GMTIV	numeric	18 unique values 0 missing
IC0	numeric	17 unique values 0 missing
IC2	numeric	18 unique values 0 missing
IC3	numeric	18 unique values 0 missing
IC4	numeric	18 unique values 0 missing
IC5	numeric	18 unique values 0 missing
IVDM	numeric	15 unique values 0 missing
MATS1i	numeric	17 unique values 0 missing
MATS1v	numeric	18 unique values 0 missing
MATS6i	numeric	18 unique values 0 missing
MPC01	numeric	14 unique values 0 missing
MPC02	numeric	13 unique values 0 missing
MPC03	numeric	15 unique values 0 missing
MPC04	numeric	14 unique values 0 missing
MPC06	numeric	15 unique values 0 missing
MWC01	numeric	14 unique values 0 missing
MWC02	numeric	15 unique values 0 missing
MWC03	numeric	15 unique values 0 missing
MWC04	numeric	14 unique values 0 missing
MWC05	numeric	15 unique values 0 missing
MWC06	numeric	15 unique values 0 missing
MWC07	numeric	15 unique values 0 missing
MWC08	numeric	15 unique values 0 missing
MWC09	numeric	15 unique values 0 missing
MWC10	numeric	15 unique values 0 missing
nBO	numeric	14 unique values 0 missing
NsCH3	numeric	5 unique values 0 missing
piPC01	numeric	12 unique values 0 missing
piPC02	numeric	15 unique values 0 missing
Pol	numeric	15 unique values 0 missing
P_VSA_LogP_3	numeric	9 unique values 0 missing
P_VSA_m_2	numeric	18 unique values 0 missing
Qindex	numeric	9 unique values 0 missing
Ram	numeric	8 unique values 0 missing
RDSQ	numeric	15 unique values 0 missing
SCBO	numeric	12 unique values 0 missing
SIC1	numeric	18 unique values 0 missing
SIC2	numeric	16 unique values 0 missing
SIC3	numeric	17 unique values 0 missing
SIC4	numeric	18 unique values 0 missing
SM02_AEA.bo.	numeric	15 unique values 0 missing
SM02_AEA.ed.	numeric	15 unique values 0 missing
SM02_EA	numeric	13 unique values 0 missing
SM02_EA.bo.	numeric	15 unique values 0 missing
SM02_EA.ed.	numeric	15 unique values 0 missing
SM02_EA.ri.	numeric	17 unique values 0 missing
SM03_AEA.bo.	numeric	15 unique values 0 missing
SM03_AEA.dm.	numeric	15 unique values 0 missing
SM03_AEA.ed.	numeric	14 unique values 0 missing
SM03_AEA.ri.	numeric	15 unique values 0 missing
SM04_AEA.bo.	numeric	15 unique values 0 missing
SM04_AEA.dm.	numeric	15 unique values 0 missing
SM04_AEA.ed.	numeric	15 unique values 0 missing
SM04_AEA.ri.	numeric	15 unique values 0 missing
SM04_EA.bo.	numeric	15 unique values 0 missing
SM05_AEA.bo.	numeric	15 unique values 0 missing
SM05_AEA.dm.	numeric	15 unique values 0 missing
SM05_AEA.ri.	numeric	15 unique values 0 missing
SM06_AEA.bo.	numeric	15 unique values 0 missing
SM06_AEA.dm.	numeric	15 unique values 0 missing
SM06_AEA.ri.	numeric	15 unique values 0 missing
SM06_EA.bo.	numeric	15 unique values 0 missing
SM07_AEA.dm.	numeric	11 unique values 0 missing
SM07_AEA.ri.	numeric	15 unique values 0 missing
SM08_AEA.dm.	numeric	12 unique values 0 missing
SM08_AEA.ri.	numeric	14 unique values 0 missing
SM09_AEA.ri.	numeric	13 unique values 0 missing
SM11_AEA.bo.	numeric	10 unique values 0 missing
SM12_AEA.bo.	numeric	15 unique values 0 missing
SM12_AEA.dm.	numeric	11 unique values 0 missing
SM12_AEA.ri.	numeric	11 unique values 0 missing
SM13_AEA.bo.	numeric	14 unique values 0 missing
SM13_AEA.ri.	numeric	11 unique values 0 missing
SM14_AEA.dm.	numeric	15 unique values 0 missing
SM15_AEA.dm.	numeric	15 unique values 0 missing
SM15_AEA.ri.	numeric	15 unique values 0 missing
SNar	numeric	15 unique values 0 missing
SpAD_AEA.bo.	numeric	15 unique values 0 missing
SpAD_AEA.dm.	numeric	18 unique values 0 missing
SpAD_AEA.ed.	numeric	15 unique values 0 missing
SpAD_AEA.ri.	numeric	18 unique values 0 missing
SpAD_EA	numeric	15 unique values 0 missing
SpAD_EA.bo.	numeric	15 unique values 0 missing
SpAD_EA.ed.	numeric	15 unique values 0 missing
SpAD_EA.ri.	numeric	18 unique values 0 missing
SpMAD_AEA.bo.	numeric	13 unique values 0 missing
SpMAD_AEA.ri.	numeric	17 unique values 0 missing
SpMAD_EA	numeric	15 unique values 0 missing
SpMax2_Bh.m.	numeric	14 unique values 0 missing
SpMax2_Bh.p.	numeric	16 unique values 0 missing
SpMax3_Bh.p.	numeric	17 unique values 0 missing
SpMaxA_AEA.bo.	numeric	13 unique values 0 missing
SpMaxA_AEA.ed.	numeric	13 unique values 0 missing
SpMaxA_AEA.ri.	numeric	15 unique values 0 missing
SpMaxA_EA	numeric	13 unique values 0 missing
SpMaxA_EA.ri.	numeric	16 unique values 0 missing
SRW02	numeric	14 unique values 0 missing
SRW04	numeric	15 unique values 0 missing
SRW06	numeric	15 unique values 0 missing
SRW08	numeric	15 unique values 0 missing
SRW10	numeric	15 unique values 0 missing
TPC	numeric	15 unique values 0 missing
TWC	numeric	15 unique values 0 missing
Ui	numeric	7 unique values 0 missing
Vindex	numeric	14 unique values 0 missing
Wap	numeric	15 unique values 0 missing
X1	numeric	15 unique values 0 missing
X3	numeric	15 unique values 0 missing
X3sol	numeric	15 unique values 0 missing
X4	numeric	15 unique values 0 missing
X4sol	numeric	15 unique values 0 missing
Xindex	numeric	14 unique values 0 missing
XMOD	numeric	18 unique values 0 missing
Xt	numeric	15 unique values 0 missing
Yindex	numeric	15 unique values 0 missing
ZM1	numeric	15 unique values 0 missing
ZM2	numeric	15 unique values 0 missing
ZM2Per	numeric	18 unique values 0 missing
AMW	numeric	17 unique values 0 missing
ARR	numeric	7 unique values 0 missing
BLTA96	numeric	18 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

374

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

373

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MeanKurtosisOfNumericAtts

1.91

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

161.6

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.2

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.41

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

AutoCorrelation

0.07

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

1.16

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

Dimensionality

16.26

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

0.59

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

2.32

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

360.02

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

0.64

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.74

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.85

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

MaxKurtosisOfNumericAtts

21.61

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-1.42

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

41234.26

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

2.65

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

99.73

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

5.48

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-2.46

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.27

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxSkewnessOfNumericAtts

4.59

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

1.3

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

100849.76

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

-0.22

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

2.23

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

0.68

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.

Show all 62 properties