OpenML

JavaScript is required to properly view the contents of this page!

Explore
- Data
- Task
- Flow
- Run
- Study
- Task type
- Measure
- People
Help
Blog
Contact
Please cite us

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1938219

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes

Issue	#Downvotes for this reason	By

Loading wiki

Help us complete this description Edit

This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL1938219 (TID: 104430), and it has 41 rows and 334 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.

336 features

pXC50 (target)	numeric	40 unique values 0 missing
molecule_id (row identifier)	nominal	41 unique values 0 missing
GGI3	numeric	20 unique values 0 missing
ATS1i	numeric	32 unique values 0 missing
Chi0_EA.ed.	numeric	27 unique values 0 missing
ATS1v	numeric	29 unique values 0 missing
Chi1_EA.ed.	numeric	27 unique values 0 missing
ATS2i	numeric	30 unique values 0 missing
Eig09_EA.bo.	numeric	27 unique values 0 missing
ATS2v	numeric	33 unique values 0 missing
Eig10_AEA.bo.	numeric	25 unique values 0 missing
ATS3e	numeric	33 unique values 0 missing
Eig10_EA.bo.	numeric	25 unique values 0 missing
ATS3v	numeric	35 unique values 0 missing
Eig11_AEA.bo.	numeric	15 unique values 0 missing
ATS4e	numeric	34 unique values 0 missing
Eig11_AEA.ed.	numeric	20 unique values 0 missing
ATS4v	numeric	37 unique values 0 missing
Eig11_AEA.ri.	numeric	29 unique values 0 missing
ATS8i	numeric	35 unique values 0 missing
Eig11_EA	numeric	19 unique values 0 missing
ATSC2p	numeric	35 unique values 0 missing
Eig11_EA.ed.	numeric	20 unique values 0 missing
ATSC2v	numeric	34 unique values 0 missing
Eig11_EA.ri.	numeric	28 unique values 0 missing
ATSC8v	numeric	38 unique values 0 missing
piPC01	numeric	15 unique values 0 missing
Eig02_AEA.bo.	numeric	17 unique values 0 missing
piPC03	numeric	23 unique values 0 missing
Eig12_AEA.bo.	numeric	10 unique values 0 missing
piPC04	numeric	26 unique values 0 missing
Eig12_AEA.dm.	numeric	12 unique values 0 missing
piPC06	numeric	27 unique values 0 missing
Eig12_AEA.ed.	numeric	21 unique values 0 missing
piPC09	numeric	23 unique values 0 missing
Eig12_AEA.ri.	numeric	22 unique values 0 missing
SCBO	numeric	15 unique values 0 missing
Eig12_EA	numeric	14 unique values 0 missing
SM05_AEA.dm.	numeric	19 unique values 0 missing
Eig12_EA.bo.	numeric	10 unique values 0 missing
SM05_EA.bo.	numeric	24 unique values 0 missing
Eig12_EA.ed.	numeric	16 unique values 0 missing
SM06_AEA.ri.	numeric	20 unique values 0 missing
Eig13_AEA.dm.	numeric	15 unique values 0 missing
SM07_EA.bo.	numeric	28 unique values 0 missing
Eta_beta	numeric	23 unique values 0 missing
SM09_EA.bo.	numeric	28 unique values 0 missing
ISIZ	numeric	12 unique values 0 missing
SM11_EA.bo.	numeric	28 unique values 0 missing
MAXDP	numeric	37 unique values 0 missing
SM12_EA.bo.	numeric	28 unique values 0 missing
nAT	numeric	12 unique values 0 missing
SM13_EA.bo.	numeric	28 unique values 0 missing
nBT	numeric	14 unique values 0 missing
SM14_EA.bo.	numeric	28 unique values 0 missing
nC	numeric	8 unique values 0 missing
SM15_EA.bo.	numeric	28 unique values 0 missing
Se	numeric	34 unique values 0 missing
SpAD_EA.bo.	numeric	28 unique values 0 missing
Si	numeric	34 unique values 0 missing
SpAD_EA.ri.	numeric	41 unique values 0 missing
SM02_EA.ri.	numeric	33 unique values 0 missing
TPC	numeric	21 unique values 0 missing
SM03_EA.bo.	numeric	9 unique values 0 missing
Wap	numeric	22 unique values 0 missing
SM06_AEA.dm.	numeric	14 unique values 0 missing
X4	numeric	27 unique values 0 missing
SM07_AEA.ri.	numeric	16 unique values 0 missing
SpMin7_Bh.v.	numeric	25 unique values 0 missing
SpMaxA_AEA.dm.	numeric	12 unique values 0 missing
SpMin8_Bh.p.	numeric	19 unique values 0 missing
SpMaxA_EA.dm.	numeric	14 unique values 0 missing
Eig05_AEA.ri.	numeric	27 unique values 0 missing
SpMin5_Bh.s.	numeric	14 unique values 0 missing
Eig05_EA	numeric	20 unique values 0 missing
TIC3	numeric	30 unique values 0 missing
SM13_AEA.bo.	numeric	20 unique values 0 missing
TIC4	numeric	27 unique values 0 missing
SpMin7_Bh.e.	numeric	14 unique values 0 missing
TIC5	numeric	27 unique values 0 missing
CATS2D_08_AL	numeric	7 unique values 0 missing
VvdwMG	numeric	33 unique values 0 missing
MPC07	numeric	22 unique values 0 missing
Vx	numeric	33 unique values 0 missing
MPC08	numeric	24 unique values 0 missing
TIC2	numeric	34 unique values 0 missing
X3	numeric	27 unique values 0 missing
ATS1p	numeric	32 unique values 0 missing
Eig08_EA.bo.	numeric	25 unique values 0 missing
ATS2e	numeric	34 unique values 0 missing
C.044	numeric	3 unique values 0 missing
BBI	numeric	12 unique values 0 missing
D.Dtr05	numeric	27 unique values 0 missing
BID	numeric	11 unique values 0 missing
nR05	numeric	2 unique values 0 missing
Chi1_EA.ri.	numeric	41 unique values 0 missing
MPC06	numeric	22 unique values 0 missing
CID	numeric	22 unique values 0 missing
SM03_EA.ri.	numeric	30 unique values 0 missing
Eig03_AEA.ri.	numeric	25 unique values 0 missing
PW4	numeric	16 unique values 0 missing
Eig06_AEA.bo.	numeric	18 unique values 0 missing
ATS7v	numeric	34 unique values 0 missing
Eig06_AEA.ed.	numeric	21 unique values 0 missing
SpMax8_Bh.i.	numeric	20 unique values 0 missing
Eig06_AEA.ri.	numeric	34 unique values 0 missing
Eig08_EA.ed.	numeric	21 unique values 0 missing
Eig06_EA	numeric	23 unique values 0 missing
Psi_e_1	numeric	39 unique values 0 missing
Eig06_EA.bo.	numeric	16 unique values 0 missing
SM03_AEA.ri.	numeric	21 unique values 0 missing
Eig06_EA.ed.	numeric	20 unique values 0 missing
Eig04_EA	numeric	21 unique values 0 missing
Eig06_EA.ri.	numeric	32 unique values 0 missing
IDE	numeric	24 unique values 0 missing
Eig07_AEA.ed.	numeric	22 unique values 0 missing
IDET	numeric	27 unique values 0 missing
Eig07_AEA.ri.	numeric	30 unique values 0 missing
IDMT	numeric	27 unique values 0 missing
Eig07_EA	numeric	24 unique values 0 missing
LPRS	numeric	27 unique values 0 missing
Eig07_EA.ed.	numeric	23 unique values 0 missing
MDDD	numeric	27 unique values 0 missing
Eig07_EA.ri.	numeric	29 unique values 0 missing
MSD	numeric	25 unique values 0 missing
Eig08_AEA.ed.	numeric	19 unique values 0 missing
SM12_AEA.bo.	numeric	21 unique values 0 missing
Eta_betaS	numeric	20 unique values 0 missing
SpMaxA_AEA.ri.	numeric	12 unique values 0 missing
HDcpx	numeric	15 unique values 0 missing
UNIP	numeric	21 unique values 0 missing
IDDM	numeric	19 unique values 0 missing
VAR	numeric	16 unique values 0 missing
IDM	numeric	23 unique values 0 missing
Eta_FL	numeric	37 unique values 0 missing
IVDM	numeric	16 unique values 0 missing
SpMin6_Bh.p.	numeric	21 unique values 0 missing
MPC01	numeric	10 unique values 0 missing
X4Av	numeric	14 unique values 0 missing
MPC02	numeric	12 unique values 0 missing
X5Av	numeric	11 unique values 0 missing
MPC03	numeric	18 unique values 0 missing
ATSC2i	numeric	35 unique values 0 missing
MWC01	numeric	10 unique values 0 missing
ATSC5i	numeric	41 unique values 0 missing
MWC02	numeric	13 unique values 0 missing
SdO	numeric	38 unique values 0 missing
MWC03	numeric	18 unique values 0 missing
CATS2D_04_AL	numeric	7 unique values 0 missing
MWC04	numeric	26 unique values 0 missing
P_VSA_LogP_4	numeric	6 unique values 0 missing
MWC05	numeric	27 unique values 0 missing
Eig05_EA.ri.	numeric	26 unique values 0 missing
MWC06	numeric	26 unique values 0 missing
SAtot	numeric	34 unique values 0 missing
MWC07	numeric	26 unique values 0 missing
SM06_EA.ri.	numeric	40 unique values 0 missing
nBO	numeric	10 unique values 0 missing
Eig10_EA	numeric	21 unique values 0 missing
Pol	numeric	15 unique values 0 missing
Psi_i_1	numeric	37 unique values 0 missing
Qindex	numeric	10 unique values 0 missing
RDSQ	numeric	27 unique values 0 missing
S0K	numeric	21 unique values 0 missing
SM02_AEA.bo.	numeric	18 unique values 0 missing
SM02_AEA.ed.	numeric	21 unique values 0 missing
SM02_AEA.ri.	numeric	23 unique values 0 missing
SM02_EA	numeric	12 unique values 0 missing
SM02_EA.ed.	numeric	26 unique values 0 missing
SM03_AEA.bo.	numeric	23 unique values 0 missing
SM03_AEA.ed.	numeric	23 unique values 0 missing
SM04_AEA.bo.	numeric	25 unique values 0 missing
SM04_AEA.ed.	numeric	24 unique values 0 missing
SM04_EA	numeric	22 unique values 0 missing
SM04_EA.ri.	numeric	36 unique values 0 missing
SM05_AEA.bo.	numeric	22 unique values 0 missing
SM06_AEA.bo.	numeric	23 unique values 0 missing
SM07_AEA.bo.	numeric	28 unique values 0 missing
SM08_AEA.bo.	numeric	26 unique values 0 missing
SM14_AEA.bo.	numeric	23 unique values 0 missing
SM15_AEA.bo.	numeric	24 unique values 0 missing
SM15_AEA.dm.	numeric	20 unique values 0 missing
SpAD_AEA.bo.	numeric	27 unique values 0 missing
SpAD_EA	numeric	26 unique values 0 missing
SpAD_EA.ed.	numeric	27 unique values 0 missing
SpMax7_Bh.e.	numeric	30 unique values 0 missing
SpMaxA_AEA.bo.	numeric	11 unique values 0 missing
SRW02	numeric	10 unique values 0 missing
SRW04	numeric	16 unique values 0 missing
X1	numeric	23 unique values 0 missing
ZM1	numeric	13 unique values 0 missing
ZM2	numeric	18 unique values 0 missing
Chi0_AEA.bo.	numeric	22 unique values 0 missing
Chi0_AEA.dm.	numeric	22 unique values 0 missing
Chi0_AEA.ed.	numeric	22 unique values 0 missing
Chi0_AEA.ri.	numeric	22 unique values 0 missing
Chi0_EA	numeric	22 unique values 0 missing
Chi1_AEA.bo.	numeric	26 unique values 0 missing
Chi1_AEA.dm.	numeric	26 unique values 0 missing
Chi1_AEA.ed.	numeric	26 unique values 0 missing
Chi1_AEA.ri.	numeric	26 unique values 0 missing
Chi1_EA	numeric	26 unique values 0 missing
Eig10_AEA.ed.	numeric	22 unique values 0 missing
Eig13_AEA.ed.	numeric	18 unique values 0 missing
Eig14_AEA.dm.	numeric	11 unique values 0 missing
Eig15_AEA.dm.	numeric	5 unique values 0 missing
MPC10	numeric	22 unique values 0 missing
RDCHI	numeric	24 unique values 0 missing
SNar	numeric	14 unique values 0 missing
SpMin4_Bh.i.	numeric	20 unique values 0 missing
SpMin8_Bh.e.	numeric	26 unique values 0 missing
Vindex	numeric	18 unique values 0 missing
Xindex	numeric	21 unique values 0 missing
Yindex	numeric	21 unique values 0 missing
ATS7p	numeric	37 unique values 0 missing
ATSC1v	numeric	32 unique values 0 missing
Eig14_AEA.bo.	numeric	20 unique values 0 missing
Eig14_EA.bo.	numeric	20 unique values 0 missing
ON0V	numeric	30 unique values 0 missing
SpMax3_Bh.i.	numeric	21 unique values 0 missing
X0sol	numeric	26 unique values 0 missing
ATSC1p	numeric	34 unique values 0 missing
Eig02_EA.bo.	numeric	8 unique values 0 missing
Eig03_AEA.bo.	numeric	13 unique values 0 missing
Eig03_AEA.ed.	numeric	17 unique values 0 missing
Eig03_EA	numeric	18 unique values 0 missing
Eig03_EA.ed.	numeric	18 unique values 0 missing
SM11_AEA.bo.	numeric	18 unique values 0 missing
SM12_AEA.dm.	numeric	18 unique values 0 missing
SM12_AEA.ri.	numeric	8 unique values 0 missing
SpAD_AEA.ed.	numeric	27 unique values 0 missing
SpMax1_Bh.e.	numeric	26 unique values 0 missing
SpMax1_Bh.i.	numeric	26 unique values 0 missing
SpMax7_Bh.i.	numeric	28 unique values 0 missing
SssO	numeric	27 unique values 0 missing
X1sol	numeric	28 unique values 0 missing
TIC1	numeric	35 unique values 0 missing
C.028	numeric	2 unique values 0 missing
C.034	numeric	2 unique values 0 missing
Eig01_EA.bo.	numeric	20 unique values 0 missing
Eig10_AEA.ri.	numeric	31 unique values 0 missing
Eig10_EA.ri.	numeric	34 unique values 0 missing
Eig13_AEA.ri.	numeric	15 unique values 0 missing
Eig13_EA.ri.	numeric	15 unique values 0 missing
Eig14_AEA.ri.	numeric	11 unique values 0 missing
Eig14_EA.ri.	numeric	10 unique values 0 missing
Eig15_AEA.ri.	numeric	21 unique values 0 missing
Eig15_EA.ri.	numeric	25 unique values 0 missing
NaaaC	numeric	2 unique values 0 missing
nAB	numeric	3 unique values 0 missing
nBM	numeric	5 unique values 0 missing
nCar	numeric	5 unique values 0 missing
nCIR	numeric	4 unique values 0 missing
nCsp2	numeric	5 unique values 0 missing
NNRS	numeric	3 unique values 0 missing
nR09	numeric	2 unique values 0 missing
Rbrid	numeric	2 unique values 0 missing
RCI	numeric	3 unique values 0 missing
RFD	numeric	3 unique values 0 missing
SaaaC	numeric	12 unique values 0 missing
SM11_AEA.ri.	numeric	20 unique values 0 missing
SpDiam_EA.bo.	numeric	20 unique values 0 missing
SpMax2_Bh.i.	numeric	32 unique values 0 missing
SpMax2_Bh.v.	numeric	25 unique values 0 missing
SpMax4_Bh.e.	numeric	18 unique values 0 missing
SpMax4_Bh.i.	numeric	16 unique values 0 missing
SpMax7_Bh.p.	numeric	27 unique values 0 missing
SpMax8_Bh.p.	numeric	18 unique values 0 missing
SpMax8_Bh.v.	numeric	19 unique values 0 missing
SpMax_EA.bo.	numeric	20 unique values 0 missing
SpMin4_Bh.e.	numeric	21 unique values 0 missing
SpMin4_Bh.p.	numeric	20 unique values 0 missing
SpMin4_Bh.s.	numeric	18 unique values 0 missing
SpMin4_Bh.v.	numeric	26 unique values 0 missing
SpMin8_Bh.i.	numeric	27 unique values 0 missing
TRS	numeric	6 unique values 0 missing
Uc	numeric	5 unique values 0 missing
SpMin4_Bh.m.	numeric	22 unique values 0 missing
ON1V	numeric	32 unique values 0 missing
X1MulPer	numeric	37 unique values 0 missing
CSI	numeric	27 unique values 0 missing
piPC08	numeric	24 unique values 0 missing
ATS3p	numeric	35 unique values 0 missing
ATSC8i	numeric	37 unique values 0 missing
ATS5v	numeric	38 unique values 0 missing
GGI8	numeric	21 unique values 0 missing
PHI	numeric	30 unique values 0 missing
SM05_EA	numeric	21 unique values 0 missing
SM05_EA.ri.	numeric	37 unique values 0 missing
ATSC4i	numeric	39 unique values 0 missing
CENT	numeric	27 unique values 0 missing
ECC	numeric	24 unique values 0 missing
nSK	numeric	8 unique values 0 missing
SpMAD_EA.ed.	numeric	24 unique values 0 missing
X0	numeric	16 unique values 0 missing
X2	numeric	27 unique values 0 missing
Eig14_AEA.ed.	numeric	10 unique values 0 missing
Eig03_EA.ri.	numeric	27 unique values 0 missing
GGI4	numeric	26 unique values 0 missing
ON1	numeric	22 unique values 0 missing
Xu	numeric	27 unique values 0 missing
Eig04_AEA.ed.	numeric	15 unique values 0 missing
Eig04_EA.ed.	numeric	21 unique values 0 missing
SM13_AEA.dm.	numeric	21 unique values 0 missing
SMTI	numeric	27 unique values 0 missing
ATS8e	numeric	35 unique values 0 missing
Sp	numeric	34 unique values 0 missing
Sv	numeric	34 unique values 0 missing
X1Kup	numeric	37 unique values 0 missing
ATS5e	numeric	37 unique values 0 missing
ATS6e	numeric	37 unique values 0 missing
ATS8p	numeric	37 unique values 0 missing
ATS8v	numeric	38 unique values 0 missing
nBnz	numeric	2 unique values 0 missing
nCb.	numeric	4 unique values 0 missing
nCbH	numeric	4 unique values 0 missing
SpMAD_EA.bo.	numeric	19 unique values 0 missing
SpMax2_Bh.p.	numeric	23 unique values 0 missing
SpMax4_Bh.p.	numeric	12 unique values 0 missing
SpMin3_Bh.e.	numeric	18 unique values 0 missing
SpMin7_Bh.p.	numeric	28 unique values 0 missing
SpMin8_Bh.v.	numeric	23 unique values 0 missing
SRW07	numeric	5 unique values 0 missing
SRW09	numeric	6 unique values 0 missing
X4sol	numeric	31 unique values 0 missing
X5A	numeric	6 unique values 0 missing
ATS3i	numeric	35 unique values 0 missing
ATS5i	numeric	30 unique values 0 missing
ATS6i	numeric	34 unique values 0 missing
ATS7e	numeric	39 unique values 0 missing
ATS7i	numeric	36 unique values 0 missing
ATSC6i	numeric	38 unique values 0 missing
Eig03_AEA.dm.	numeric	21 unique values 0 missing
ATSC2m	numeric	35 unique values 0 missing
SpMaxA_EA	numeric	12 unique values 0 missing
ATS1e	numeric	33 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

336

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

335

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

8.2

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

-0.76

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

0.27

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

5.05

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

113.67

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

0.36

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.97

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.16

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

MaxKurtosisOfNumericAtts

40.94

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

0.02

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

61460.68

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

-0.49

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

99.7

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

13.47

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-5.53

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.3

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxSkewnessOfNumericAtts

6.4

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

0.62

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

25238.39

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

-1.05

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

0.98

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

2.64

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

0.11

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

454.41

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

0.06

First quartile of skewness among attributes of the numeric type.

AutoCorrelation

0.25

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.07

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

Show all 62 properties