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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1250416

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: CHEMBL1250416 (TID: 103530), and it has 22 rows and 399 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.

401 features

pXC50 (target)	numeric	20 unique values 0 missing
molecule_id (row identifier)	nominal	22 unique values 0 missing
SM11_EA.ed.	numeric	11 unique values 0 missing
Chi0_EA.ed.	numeric	17 unique values 0 missing
SM11_EA.ri.	numeric	19 unique values 0 missing
Chi1_EA.ed.	numeric	16 unique values 0 missing
SM12_AEA.bo.	numeric	11 unique values 0 missing
IDDE	numeric	17 unique values 0 missing
SM12_AEA.dm.	numeric	10 unique values 0 missing
X1MulPer	numeric	16 unique values 0 missing
SM12_AEA.ed.	numeric	15 unique values 0 missing
X1Per	numeric	17 unique values 0 missing
SM12_EA	numeric	17 unique values 0 missing
X2A	numeric	11 unique values 0 missing
SM12_EA.bo.	numeric	15 unique values 0 missing
CIC4	numeric	13 unique values 0 missing
SM12_EA.ed.	numeric	10 unique values 0 missing
CIC5	numeric	12 unique values 0 missing
SM12_EA.ri.	numeric	18 unique values 0 missing
Eig02_EA.dm.	numeric	7 unique values 0 missing
SM13_AEA.bo.	numeric	13 unique values 0 missing
MATS4e	numeric	17 unique values 0 missing
SM13_AEA.dm.	numeric	7 unique values 0 missing
SIC3	numeric	16 unique values 0 missing
SM13_AEA.ed.	numeric	15 unique values 0 missing
SIC4	numeric	12 unique values 0 missing
SM13_AEA.ri.	numeric	10 unique values 0 missing
SIC5	numeric	9 unique values 0 missing
SM13_EA	numeric	17 unique values 0 missing
SM06_EA.dm.	numeric	7 unique values 0 missing
SM13_EA.bo.	numeric	16 unique values 0 missing
SM08_EA.dm.	numeric	7 unique values 0 missing
SM13_EA.ed.	numeric	9 unique values 0 missing
SM09_EA.dm.	numeric	7 unique values 0 missing
SM13_EA.ri.	numeric	18 unique values 0 missing
SM10_EA.dm.	numeric	7 unique values 0 missing
SM14_AEA.dm.	numeric	12 unique values 0 missing
SM11_EA.dm.	numeric	7 unique values 0 missing
SM14_AEA.ed.	numeric	15 unique values 0 missing
SM12_EA.dm.	numeric	7 unique values 0 missing
SM14_EA	numeric	16 unique values 0 missing
SM13_EA.dm.	numeric	7 unique values 0 missing
SM14_EA.bo.	numeric	17 unique values 0 missing
SM14_EA.dm.	numeric	7 unique values 0 missing
SM14_EA.ed.	numeric	8 unique values 0 missing
SM15_EA.dm.	numeric	7 unique values 0 missing
SM14_EA.ri.	numeric	17 unique values 0 missing
MATS6e	numeric	20 unique values 0 missing
SM15_AEA.ed.	numeric	14 unique values 0 missing
ATS1s	numeric	17 unique values 0 missing
SM15_EA	numeric	17 unique values 0 missing
Eig14_AEA.dm.	numeric	16 unique values 0 missing
SM15_EA.bo.	numeric	17 unique values 0 missing
Eta_L	numeric	19 unique values 0 missing
SM15_EA.ed.	numeric	7 unique values 0 missing
S2K	numeric	18 unique values 0 missing
SM15_EA.ri.	numeric	18 unique values 0 missing
X1Mad	numeric	19 unique values 0 missing
SMTI	numeric	17 unique values 0 missing
ATS1e	numeric	18 unique values 0 missing
SMTIV	numeric	17 unique values 0 missing
ATS1m	numeric	18 unique values 0 missing
SNar	numeric	15 unique values 0 missing
ATS2e	numeric	18 unique values 0 missing
SpAD_AEA.bo.	numeric	17 unique values 0 missing
ATS2m	numeric	18 unique values 0 missing
SpAD_AEA.dm.	numeric	20 unique values 0 missing
ATS3e	numeric	18 unique values 0 missing
SpAD_AEA.ed.	numeric	17 unique values 0 missing
ATS3s	numeric	19 unique values 0 missing
SpAD_AEA.ri.	numeric	20 unique values 0 missing
ATS4e	numeric	18 unique values 0 missing
SpAD_EA	numeric	17 unique values 0 missing
ATS4m	numeric	20 unique values 0 missing
SpAD_EA.bo.	numeric	17 unique values 0 missing
ATS4s	numeric	18 unique values 0 missing
SpAD_EA.ed.	numeric	17 unique values 0 missing
ATS4v	numeric	19 unique values 0 missing
SpAD_EA.ri.	numeric	20 unique values 0 missing
ATS5e	numeric	19 unique values 0 missing
SpDiam_AEA.bo.	numeric	7 unique values 0 missing
ATS6m	numeric	20 unique values 0 missing
SpMax3_Bh.e.	numeric	14 unique values 0 missing
ATS6v	numeric	19 unique values 0 missing
SpMaxA_AEA.bo.	numeric	15 unique values 0 missing
ATS7e	numeric	19 unique values 0 missing
SpMaxA_AEA.dm.	numeric	14 unique values 0 missing
ATS7m	numeric	20 unique values 0 missing
SpMaxA_AEA.ed.	numeric	13 unique values 0 missing
ATS7s	numeric	19 unique values 0 missing
SpMaxA_AEA.ri.	numeric	14 unique values 0 missing
ATS7v	numeric	19 unique values 0 missing
SpMaxA_EA	numeric	13 unique values 0 missing
ATS8e	numeric	19 unique values 0 missing
SpMax_AEA.bo.	numeric	7 unique values 0 missing
ATS8m	numeric	20 unique values 0 missing
SpMaxA_EA.dm.	numeric	13 unique values 0 missing
ATS8s	numeric	19 unique values 0 missing
SpMaxA_EA.ed.	numeric	13 unique values 0 missing
ATS8v	numeric	19 unique values 0 missing
SpMaxA_EA.ri.	numeric	13 unique values 0 missing
BBI	numeric	14 unique values 0 missing
SRW02	numeric	13 unique values 0 missing
BID	numeric	13 unique values 0 missing
SRW04	numeric	15 unique values 0 missing
CENT	numeric	17 unique values 0 missing
SRW06	numeric	16 unique values 0 missing
Chi0_AEA.bo.	numeric	16 unique values 0 missing
SRW08	numeric	17 unique values 0 missing
Chi0_AEA.dm.	numeric	16 unique values 0 missing
SRW10	numeric	17 unique values 0 missing
Chi0_AEA.ed.	numeric	16 unique values 0 missing
TIC0	numeric	18 unique values 0 missing
Chi0_AEA.ri.	numeric	16 unique values 0 missing
TIC2	numeric	19 unique values 0 missing
Chi0_EA	numeric	16 unique values 0 missing
TPC	numeric	15 unique values 0 missing
Chi0_EA.bo.	numeric	16 unique values 0 missing
TWC	numeric	17 unique values 0 missing
Chi0_EA.ri.	numeric	19 unique values 0 missing
UNIP	numeric	15 unique values 0 missing
Chi1_AEA.bo.	numeric	17 unique values 0 missing
VAR	numeric	14 unique values 0 missing
Chi1_AEA.dm.	numeric	17 unique values 0 missing
Wap	numeric	16 unique values 0 missing
Chi1_AEA.ed.	numeric	17 unique values 0 missing
X0	numeric	15 unique values 0 missing
Chi1_AEA.ri.	numeric	17 unique values 0 missing
X1	numeric	16 unique values 0 missing
Chi1_EA	numeric	17 unique values 0 missing
X1Kup	numeric	19 unique values 0 missing
Chi1_EA.bo.	numeric	17 unique values 0 missing
X2	numeric	17 unique values 0 missing
Chi1_EA.ri.	numeric	20 unique values 0 missing
X3	numeric	17 unique values 0 missing
CID	numeric	15 unique values 0 missing
X4	numeric	17 unique values 0 missing
DBI	numeric	11 unique values 0 missing
XMOD	numeric	19 unique values 0 missing
D.Dtr06	numeric	17 unique values 0 missing
Xt	numeric	15 unique values 0 missing
Dz	numeric	18 unique values 0 missing
Xu	numeric	17 unique values 0 missing
ECC	numeric	17 unique values 0 missing
ZM1	numeric	14 unique values 0 missing
Eig01_AEA.bo.	numeric	7 unique values 0 missing
ZM1Per	numeric	17 unique values 0 missing
Eig02_AEA.ri.	numeric	10 unique values 0 missing
ZM2	numeric	15 unique values 0 missing
Eig03_AEA.bo.	numeric	9 unique values 0 missing
ZM2Kup	numeric	19 unique values 0 missing
Eig03_AEA.ed.	numeric	10 unique values 0 missing
ZM2MulPer	numeric	17 unique values 0 missing
Eig03_EA	numeric	10 unique values 0 missing
ZM2Per	numeric	17 unique values 0 missing
Eig03_EA.bo.	numeric	10 unique values 0 missing
ZM2V	numeric	16 unique values 0 missing
Eig03_EA.ed.	numeric	10 unique values 0 missing
SssCH2	numeric	20 unique values 0 missing
Eig04_AEA.bo.	numeric	14 unique values 0 missing
IC1	numeric	17 unique values 0 missing
Eig04_AEA.ed.	numeric	6 unique values 0 missing
MATS7m	numeric	17 unique values 0 missing
Eig04_AEA.ri.	numeric	13 unique values 0 missing
Eig05_AEA.dm.	numeric	15 unique values 0 missing
Eig04_EA	numeric	11 unique values 0 missing
CSI	numeric	16 unique values 0 missing
Eig04_EA.ed.	numeric	7 unique values 0 missing
IDE	numeric	17 unique values 0 missing
Eig04_EA.ri.	numeric	11 unique values 0 missing
MATS5s	numeric	18 unique values 0 missing
Eig05_AEA.ed.	numeric	10 unique values 0 missing
ATS2s	numeric	18 unique values 0 missing
Eig05_AEA.ri.	numeric	14 unique values 0 missing
ATS6e	numeric	20 unique values 0 missing
Eig05_EA	numeric	13 unique values 0 missing
Eig15_EA.ri.	numeric	18 unique values 0 missing
Eig05_EA.ed.	numeric	12 unique values 0 missing
Eta_FL	numeric	18 unique values 0 missing
Eig07_AEA.ed.	numeric	10 unique values 0 missing
GATS2i	numeric	18 unique values 0 missing
Eig08_AEA.ed.	numeric	10 unique values 0 missing
Psi_i_s	numeric	18 unique values 0 missing
Eig09_AEA.ed.	numeric	10 unique values 0 missing
P_VSA_s_3	numeric	18 unique values 0 missing
Eig09_EA.bo.	numeric	12 unique values 0 missing
SpMax1_Bh.e.	numeric	15 unique values 0 missing
Eig10_AEA.bo.	numeric	9 unique values 0 missing
SpMax2_Bh.v.	numeric	13 unique values 0 missing
Eig10_AEA.ed.	numeric	15 unique values 0 missing
SpMax3_Bh.m.	numeric	16 unique values 0 missing
Eig10_EA.bo.	numeric	12 unique values 0 missing
SpMax3_Bh.v.	numeric	13 unique values 0 missing
Eig11_AEA.bo.	numeric	14 unique values 0 missing
TIC1	numeric	17 unique values 0 missing
Eig11_EA.bo.	numeric	13 unique values 0 missing
X5A	numeric	5 unique values 0 missing
Eig11_EA.ed.	numeric	15 unique values 0 missing
ZM1Kup	numeric	18 unique values 0 missing
Eig12_AEA.ed.	numeric	15 unique values 0 missing
MATS5e	numeric	19 unique values 0 missing
Eig12_AEA.ri.	numeric	11 unique values 0 missing
AECC	numeric	17 unique values 0 missing
Eig12_EA	numeric	8 unique values 0 missing
ATS6s	numeric	19 unique values 0 missing
Eig12_EA.ed.	numeric	14 unique values 0 missing
Eig07_EA	numeric	14 unique values 0 missing
Eig12_EA.ri.	numeric	12 unique values 0 missing
Eig07_EA.bo.	numeric	12 unique values 0 missing
Eig13_AEA.ed.	numeric	15 unique values 0 missing
Eig07_EA.ed.	numeric	14 unique values 0 missing
Eig13_EA.ed.	numeric	14 unique values 0 missing
Eig08_AEA.bo.	numeric	10 unique values 0 missing
Eig14_AEA.bo.	numeric	13 unique values 0 missing
Eig08_AEA.dm.	numeric	15 unique values 0 missing
Eig14_AEA.ed.	numeric	11 unique values 0 missing
Eig08_AEA.ri.	numeric	14 unique values 0 missing
Eig14_AEA.ri.	numeric	14 unique values 0 missing
Eig08_EA	numeric	13 unique values 0 missing
Eig14_EA	numeric	13 unique values 0 missing
Eig08_EA.bo.	numeric	12 unique values 0 missing
Eig14_EA.bo.	numeric	15 unique values 0 missing
Eig08_EA.ed.	numeric	11 unique values 0 missing
Eig15_AEA.bo.	numeric	14 unique values 0 missing
Eig08_EA.ri.	numeric	12 unique values 0 missing
Eig15_AEA.dm.	numeric	14 unique values 0 missing
Eig09_AEA.dm.	numeric	15 unique values 0 missing
Eig15_AEA.ri.	numeric	17 unique values 0 missing
Eig09_AEA.ri.	numeric	6 unique values 0 missing
Eig15_EA	numeric	15 unique values 0 missing
Eig09_EA	numeric	8 unique values 0 missing
Eig15_EA.bo.	numeric	14 unique values 0 missing
Eig09_EA.ed.	numeric	13 unique values 0 missing
Eig15_EA.ed.	numeric	14 unique values 0 missing
Eig09_EA.ri.	numeric	6 unique values 0 missing
Eta_B	numeric	13 unique values 0 missing
Eig10_AEA.ri.	numeric	13 unique values 0 missing
Eta_beta	numeric	14 unique values 0 missing
Eig10_EA	numeric	11 unique values 0 missing
Eta_betaS	numeric	14 unique values 0 missing
Eig10_EA.ed.	numeric	14 unique values 0 missing
Eta_C	numeric	20 unique values 0 missing
Eig10_EA.ri.	numeric	15 unique values 0 missing
Eta_epsi	numeric	18 unique values 0 missing
Eig11_AEA.dm.	numeric	10 unique values 0 missing
Eta_F	numeric	20 unique values 0 missing
Eig11_AEA.ed.	numeric	15 unique values 0 missing
Eta_sh_y	numeric	17 unique values 0 missing
Eig14_EA.ed.	numeric	10 unique values 0 missing
GGI10	numeric	16 unique values 0 missing
Eig15_AEA.ed.	numeric	9 unique values 0 missing
GGI2	numeric	13 unique values 0 missing
GGI1	numeric	10 unique values 0 missing
GGI3	numeric	16 unique values 0 missing
SM02_AEA.dm.	numeric	13 unique values 0 missing
GGI4	numeric	15 unique values 0 missing
SM02_AEA.ri.	numeric	14 unique values 0 missing
GGI6	numeric	14 unique values 0 missing
SM03_AEA.dm.	numeric	8 unique values 0 missing
GGI7	numeric	17 unique values 0 missing
SM03_AEA.ri.	numeric	11 unique values 0 missing
GGI8	numeric	16 unique values 0 missing
SM04_AEA.dm.	numeric	11 unique values 0 missing
GGI9	numeric	16 unique values 0 missing
SM04_AEA.ri.	numeric	13 unique values 0 missing
GMTI	numeric	17 unique values 0 missing
SM05_AEA.ri.	numeric	14 unique values 0 missing
GMTIV	numeric	17 unique values 0 missing
SM09_AEA.ri.	numeric	10 unique values 0 missing
HDcpx	numeric	15 unique values 0 missing
SM15_AEA.bo.	numeric	14 unique values 0 missing
IAC	numeric	18 unique values 0 missing
SpDiam_AEA.ri.	numeric	9 unique values 0 missing
IDDM	numeric	15 unique values 0 missing
SpMax2_Bh.m.	numeric	16 unique values 0 missing
IDET	numeric	17 unique values 0 missing
SpMax5_Bh.e.	numeric	11 unique values 0 missing
IDM	numeric	16 unique values 0 missing
SpMax5_Bh.m.	numeric	15 unique values 0 missing
IDMT	numeric	17 unique values 0 missing
SpMax8_Bh.e.	numeric	13 unique values 0 missing
IVDM	numeric	15 unique values 0 missing
SpMax8_Bh.v.	numeric	16 unique values 0 missing
LPRS	numeric	17 unique values 0 missing
X5	numeric	17 unique values 0 missing
MDDD	numeric	17 unique values 0 missing
Eig12_AEA.dm.	numeric	12 unique values 0 missing
MPC01	numeric	13 unique values 0 missing
GATS3e	numeric	18 unique values 0 missing
MPC02	numeric	14 unique values 0 missing
MPC03	numeric	14 unique values 0 missing
MPC04	numeric	17 unique values 0 missing
MPC05	numeric	15 unique values 0 missing
MPC06	numeric	14 unique values 0 missing
MPC07	numeric	16 unique values 0 missing
MPC08	numeric	17 unique values 0 missing
MPC09	numeric	17 unique values 0 missing
MPC10	numeric	16 unique values 0 missing
MSD	numeric	17 unique values 0 missing
MW	numeric	18 unique values 0 missing
MWC01	numeric	13 unique values 0 missing
MWC02	numeric	14 unique values 0 missing
MWC03	numeric	15 unique values 0 missing
MWC04	numeric	17 unique values 0 missing
MWC05	numeric	17 unique values 0 missing
MWC06	numeric	17 unique values 0 missing
MWC07	numeric	17 unique values 0 missing
MWC08	numeric	17 unique values 0 missing
MWC09	numeric	17 unique values 0 missing
MWC10	numeric	16 unique values 0 missing
nBO	numeric	13 unique values 0 missing
nSK	numeric	12 unique values 0 missing
ON0	numeric	14 unique values 0 missing
ON1	numeric	15 unique values 0 missing
piID	numeric	17 unique values 0 missing
piPC01	numeric	14 unique values 0 missing
piPC02	numeric	15 unique values 0 missing
piPC03	numeric	16 unique values 0 missing
piPC04	numeric	16 unique values 0 missing
piPC05	numeric	15 unique values 0 missing
piPC06	numeric	17 unique values 0 missing
piPC07	numeric	16 unique values 0 missing
piPC08	numeric	17 unique values 0 missing
piPC09	numeric	17 unique values 0 missing
piPC10	numeric	17 unique values 0 missing
Pol	numeric	15 unique values 0 missing
Psi_e_0	numeric	20 unique values 0 missing
Psi_e_1	numeric	20 unique values 0 missing
Psi_i_0	numeric	18 unique values 0 missing
Psi_i_1	numeric	19 unique values 0 missing
Qindex	numeric	10 unique values 0 missing
Ram	numeric	9 unique values 0 missing
RDCHI	numeric	17 unique values 0 missing
RDSQ	numeric	17 unique values 0 missing
S0K	numeric	17 unique values 0 missing
S1K	numeric	17 unique values 0 missing
SCBO	numeric	14 unique values 0 missing
Se	numeric	18 unique values 0 missing
SM02_AEA.bo.	numeric	15 unique values 0 missing
SM02_AEA.ed.	numeric	16 unique values 0 missing
SM02_EA	numeric	14 unique values 0 missing
SM02_EA.bo.	numeric	15 unique values 0 missing
SM02_EA.ed.	numeric	17 unique values 0 missing
SM02_EA.ri.	numeric	18 unique values 0 missing
SM03_AEA.bo.	numeric	15 unique values 0 missing
SM03_AEA.ed.	numeric	16 unique values 0 missing
SM03_EA	numeric	10 unique values 0 missing
SM03_EA.bo.	numeric	12 unique values 0 missing
SM03_EA.ed.	numeric	14 unique values 0 missing
SM03_EA.ri.	numeric	15 unique values 0 missing
SM04_AEA.bo.	numeric	15 unique values 0 missing
SM04_AEA.ed.	numeric	16 unique values 0 missing
SM04_EA	numeric	16 unique values 0 missing
SM04_EA.bo.	numeric	16 unique values 0 missing
SM04_EA.ed.	numeric	17 unique values 0 missing
SM04_EA.ri.	numeric	19 unique values 0 missing
SM05_AEA.bo.	numeric	16 unique values 0 missing
SM05_AEA.ed.	numeric	16 unique values 0 missing
SM05_EA	numeric	13 unique values 0 missing
SM05_EA.bo.	numeric	15 unique values 0 missing
SM05_EA.ed.	numeric	17 unique values 0 missing
SM05_EA.ri.	numeric	19 unique values 0 missing
SM06_AEA.bo.	numeric	17 unique values 0 missing
SM06_AEA.dm.	numeric	8 unique values 0 missing
SM06_AEA.ed.	numeric	17 unique values 0 missing
SM06_AEA.ri.	numeric	15 unique values 0 missing
SM06_EA	numeric	17 unique values 0 missing
SM06_EA.bo.	numeric	16 unique values 0 missing
SM06_EA.ed.	numeric	16 unique values 0 missing
SM06_EA.ri.	numeric	17 unique values 0 missing
SM07_AEA.bo.	numeric	17 unique values 0 missing
SM07_AEA.ed.	numeric	16 unique values 0 missing
SM07_AEA.ri.	numeric	14 unique values 0 missing
SM07_EA	numeric	17 unique values 0 missing
SM07_EA.bo.	numeric	17 unique values 0 missing
SM07_EA.ed.	numeric	15 unique values 0 missing
SM07_EA.ri.	numeric	20 unique values 0 missing
SM08_AEA.bo.	numeric	17 unique values 0 missing
SM08_AEA.dm.	numeric	13 unique values 0 missing
SM08_AEA.ed.	numeric	17 unique values 0 missing
SM08_AEA.ri.	numeric	14 unique values 0 missing
SM08_EA	numeric	17 unique values 0 missing
SM08_EA.bo.	numeric	17 unique values 0 missing
SM08_EA.ed.	numeric	14 unique values 0 missing
SM08_EA.ri.	numeric	20 unique values 0 missing
SM09_AEA.dm.	numeric	15 unique values 0 missing
SM09_AEA.ed.	numeric	16 unique values 0 missing
SM09_EA	numeric	17 unique values 0 missing
SM09_EA.bo.	numeric	17 unique values 0 missing
SM09_EA.ed.	numeric	14 unique values 0 missing
SM09_EA.ri.	numeric	20 unique values 0 missing
SM10_AEA.ed.	numeric	16 unique values 0 missing
SM10_AEA.ri.	numeric	14 unique values 0 missing
SM10_EA	numeric	17 unique values 0 missing
SM10_EA.bo.	numeric	17 unique values 0 missing
SM10_EA.ed.	numeric	12 unique values 0 missing
SM10_EA.ri.	numeric	20 unique values 0 missing
SM11_AEA.bo.	numeric	10 unique values 0 missing
SM11_AEA.ed.	numeric	15 unique values 0 missing
SM11_EA	numeric	17 unique values 0 missing
SM11_EA.bo.	numeric	17 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

401

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

400

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

21.8

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-1.86

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3KurtosisOfNumericAtts

5.02

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

107160.36

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.

Quartile3MeansOfNumericAtts

17.84

Third quartile of means 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

99.75

Percentage of numeric attributes.

Quartile3MutualInformation

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

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-2.55

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.25

Percentage of nominal attributes.

Quartile3SkewnessOfNumericAtts

2.29

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

4.66

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.

Quartile3StdDevOfNumericAtts

1.07

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

MaxStdDevOfNumericAtts

90638.69

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.9

First quartile of kurtosis among attributes of the numeric type.

StdvNominalAttDistinctValues

Standard deviation of the number of distinct values among attributes of the nominal type.

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

3.61

First quartile of means among attributes of the numeric type.

MeanKurtosisOfNumericAtts

3.37

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

901.14

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

1.14

First quartile of skewness among attributes of the numeric type.

AutoCorrelation

0.49

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.15

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

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

18.23

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

2.67

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

1.56

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

6.27

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

712.86

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation