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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3326

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: CHEMBL3326 (TID: 100804), and it has 46 rows and 371 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.

373 features

pXC50 (target)	numeric	41 unique values 0 missing
molecule_id (row identifier)	nominal	46 unique values 0 missing
GATS8p	numeric	33 unique values 0 missing
CATS2D_07_DL	numeric	6 unique values 0 missing
GATS8v	numeric	29 unique values 0 missing
SpMax3_Bh.m.	numeric	33 unique values 0 missing
CATS2D_03_LL	numeric	14 unique values 0 missing
ATS3v	numeric	43 unique values 0 missing
ATS4m	numeric	43 unique values 0 missing
ATSC3i	numeric	42 unique values 0 missing
Psi_i_1	numeric	43 unique values 0 missing
SpMin2_Bh.e.	numeric	33 unique values 0 missing
SpMin2_Bh.i.	numeric	26 unique values 0 missing
X2sol	numeric	38 unique values 0 missing
ZM1Mad	numeric	43 unique values 0 missing
MW	numeric	40 unique values 0 missing
SpMax2_Bh.m.	numeric	35 unique values 0 missing
SpMax2_Bh.p.	numeric	33 unique values 0 missing
CATS2D_07_AL	numeric	6 unique values 0 missing
MATS8v	numeric	37 unique values 0 missing
GATS7p	numeric	37 unique values 0 missing
GATS5m	numeric	42 unique values 0 missing
CATS2D_06_NL	numeric	2 unique values 0 missing
SpMax4_Bh.m.	numeric	35 unique values 0 missing
X4sol	numeric	38 unique values 0 missing
ATS7m	numeric	38 unique values 0 missing
P_VSA_e_3	numeric	13 unique values 0 missing
P_VSA_s_5	numeric	7 unique values 0 missing
CATS2D_05_DL	numeric	8 unique values 0 missing
Eig03_EA.bo.	numeric	31 unique values 0 missing
SM13_AEA.ri.	numeric	31 unique values 0 missing
ZM1MulPer	numeric	39 unique values 0 missing
ATS2m	numeric	42 unique values 0 missing
ATS2v	numeric	43 unique values 0 missing
ATS4e	numeric	42 unique values 0 missing
ATS4i	numeric	42 unique values 0 missing
ATS4v	numeric	43 unique values 0 missing
Chi1_EA.bo.	numeric	36 unique values 0 missing
Chi1_EA.ri.	numeric	43 unique values 0 missing
Eig03_EA.ri.	numeric	35 unique values 0 missing
Eig04_EA.ed.	numeric	35 unique values 0 missing
Eig05_AEA.ed.	numeric	27 unique values 0 missing
Eig05_EA	numeric	35 unique values 0 missing
Eig05_EA.ed.	numeric	33 unique values 0 missing
Eig06_AEA.dm.	numeric	30 unique values 0 missing
Eig06_EA.ed.	numeric	35 unique values 0 missing
Eig07_AEA.dm.	numeric	36 unique values 0 missing
Eig08_AEA.dm.	numeric	33 unique values 0 missing
Eig09_AEA.dm.	numeric	29 unique values 0 missing
Eig10_AEA.dm.	numeric	32 unique values 0 missing
Eig14_AEA.ed.	numeric	27 unique values 0 missing
Eig15_AEA.ed.	numeric	23 unique values 0 missing
SM13_AEA.bo.	numeric	35 unique values 0 missing
SM13_AEA.dm.	numeric	35 unique values 0 missing
SM14_AEA.dm.	numeric	33 unique values 0 missing
SM15_AEA.dm.	numeric	35 unique values 0 missing
SpAD_AEA.dm.	numeric	43 unique values 0 missing
SpAD_AEA.ri.	numeric	43 unique values 0 missing
SpAD_EA.ed.	numeric	36 unique values 0 missing
SPI	numeric	36 unique values 0 missing
SpMin1_Bh.p.	numeric	36 unique values 0 missing
TPSA.Tot.	numeric	23 unique values 0 missing
X3	numeric	36 unique values 0 missing
DECC	numeric	32 unique values 0 missing
SpMax2_Bh.v.	numeric	32 unique values 0 missing
ATS1m	numeric	41 unique values 0 missing
IC1	numeric	39 unique values 0 missing
CATS2D_04_LL	numeric	8 unique values 0 missing
ATSC7e	numeric	42 unique values 0 missing
P_VSA_s_6	numeric	26 unique values 0 missing
SpMax7_Bh.s.	numeric	37 unique values 0 missing
Eta_alpha	numeric	37 unique values 0 missing
MWC04	numeric	36 unique values 0 missing
SM04_EA.ri.	numeric	42 unique values 0 missing
SpMin2_Bh.v.	numeric	33 unique values 0 missing
X3sol	numeric	38 unique values 0 missing
X4	numeric	36 unique values 0 missing
X5sol	numeric	38 unique values 0 missing
AECC	numeric	33 unique values 0 missing
AMR	numeric	43 unique values 0 missing
ATS1e	numeric	41 unique values 0 missing
ATS1i	numeric	40 unique values 0 missing
ATS1p	numeric	39 unique values 0 missing
ATS1s	numeric	43 unique values 0 missing
ATS1v	numeric	41 unique values 0 missing
ATS2e	numeric	39 unique values 0 missing
ATS2i	numeric	42 unique values 0 missing
ATS2p	numeric	42 unique values 0 missing
ATS2s	numeric	43 unique values 0 missing
ATS3e	numeric	43 unique values 0 missing
ATS3i	numeric	42 unique values 0 missing
ATS3p	numeric	43 unique values 0 missing
ATS4p	numeric	43 unique values 0 missing
ATS5e	numeric	43 unique values 0 missing
ATS5i	numeric	43 unique values 0 missing
ATS5m	numeric	42 unique values 0 missing
ATS5p	numeric	42 unique values 0 missing
ATS5v	numeric	41 unique values 0 missing
ATS6e	numeric	42 unique values 0 missing
ATS6i	numeric	41 unique values 0 missing
ATS6p	numeric	41 unique values 0 missing
ATS6s	numeric	43 unique values 0 missing
ATS6v	numeric	42 unique values 0 missing
ATS7p	numeric	39 unique values 0 missing
ATS7s	numeric	38 unique values 0 missing
ATS7v	numeric	38 unique values 0 missing
ATS8m	numeric	36 unique values 0 missing
ATS8p	numeric	34 unique values 0 missing
ATS8s	numeric	35 unique values 0 missing
ATS8v	numeric	34 unique values 0 missing
ATSC1i	numeric	39 unique values 0 missing
ATSC2i	numeric	43 unique values 0 missing
ATSC4i	numeric	42 unique values 0 missing
ATSC5i	numeric	42 unique values 0 missing
ATSC5v	numeric	43 unique values 0 missing
ATSC6i	numeric	42 unique values 0 missing
ATSC7m	numeric	43 unique values 0 missing
ATSC8e	numeric	40 unique values 0 missing
ATSC8i	numeric	39 unique values 0 missing
ATSC8s	numeric	40 unique values 0 missing
BBI	numeric	24 unique values 0 missing
BID	numeric	26 unique values 0 missing
C.002	numeric	7 unique values 0 missing
CATS2D_01_LL	numeric	16 unique values 0 missing
CATS2D_02_DA	numeric	5 unique values 0 missing
CATS2D_03_DD	numeric	3 unique values 0 missing
CATS2D_06_AL	numeric	8 unique values 0 missing
CATS2D_06_DL	numeric	6 unique values 0 missing
CATS2D_08_AL	numeric	6 unique values 0 missing
CATS2D_08_DA	numeric	4 unique values 0 missing
CATS2D_08_DL	numeric	5 unique values 0 missing
CATS2D_09_AL	numeric	7 unique values 0 missing
CATS2D_09_DL	numeric	6 unique values 0 missing
CATS2D_09_LL	numeric	8 unique values 0 missing
CENT	numeric	36 unique values 0 missing
Chi0_AEA.bo.	numeric	35 unique values 0 missing
Chi0_AEA.dm.	numeric	35 unique values 0 missing
Chi0_AEA.ed.	numeric	35 unique values 0 missing
Chi0_AEA.ri.	numeric	35 unique values 0 missing
Chi0_EA	numeric	35 unique values 0 missing
Chi0_EA.bo.	numeric	36 unique values 0 missing
Chi0_EA.dm.	numeric	40 unique values 0 missing
Chi0_EA.ed.	numeric	36 unique values 0 missing
Chi0_EA.ri.	numeric	43 unique values 0 missing
Chi1_AEA.bo.	numeric	35 unique values 0 missing
Chi1_AEA.dm.	numeric	35 unique values 0 missing
Chi1_AEA.ed.	numeric	35 unique values 0 missing
Chi1_AEA.ri.	numeric	35 unique values 0 missing
Chi1_EA	numeric	35 unique values 0 missing
Chi1_EA.dm.	numeric	40 unique values 0 missing
Chi1_EA.ed.	numeric	36 unique values 0 missing
CIC0	numeric	36 unique values 0 missing
CID	numeric	36 unique values 0 missing
CSI	numeric	33 unique values 0 missing
DBI	numeric	26 unique values 0 missing
D.Dtr06	numeric	29 unique values 0 missing
Dz	numeric	38 unique values 0 missing
ECC	numeric	33 unique values 0 missing
Eig04_EA.bo.	numeric	30 unique values 0 missing
Eig05_AEA.bo.	numeric	35 unique values 0 missing
Eig05_AEA.ri.	numeric	37 unique values 0 missing
Eig05_EA.bo.	numeric	35 unique values 0 missing
Eig05_EA.ri.	numeric	39 unique values 0 missing
Eig06_AEA.bo.	numeric	34 unique values 0 missing
Eig06_AEA.ri.	numeric	40 unique values 0 missing
Eig06_EA	numeric	34 unique values 0 missing
Eig06_EA.bo.	numeric	33 unique values 0 missing
Eig06_EA.ri.	numeric	42 unique values 0 missing
Eig07_AEA.bo.	numeric	33 unique values 0 missing
Eig07_AEA.ed.	numeric	30 unique values 0 missing
Eig07_AEA.ri.	numeric	34 unique values 0 missing
Eig07_EA	numeric	33 unique values 0 missing
Eig07_EA.bo.	numeric	28 unique values 0 missing
Eig07_EA.ed.	numeric	36 unique values 0 missing
Eig07_EA.ri.	numeric	39 unique values 0 missing
Eig08_AEA.bo.	numeric	29 unique values 0 missing
Eig08_AEA.ed.	numeric	30 unique values 0 missing
Eig08_AEA.ri.	numeric	28 unique values 0 missing
Eig08_EA	numeric	28 unique values 0 missing
Eig08_EA.bo.	numeric	30 unique values 0 missing
Eig08_EA.ed.	numeric	26 unique values 0 missing
Eig08_EA.ri.	numeric	31 unique values 0 missing
Eig09_AEA.bo.	numeric	26 unique values 0 missing
Eig09_AEA.ed.	numeric	30 unique values 0 missing
Eig09_AEA.ri.	numeric	28 unique values 0 missing
Eig09_EA	numeric	25 unique values 0 missing
Eig09_EA.bo.	numeric	25 unique values 0 missing
Eig09_EA.ed.	numeric	27 unique values 0 missing
Eig09_EA.ri.	numeric	31 unique values 0 missing
Eig10_AEA.bo.	numeric	28 unique values 0 missing
Eig10_AEA.ed.	numeric	30 unique values 0 missing
Eig10_AEA.ri.	numeric	31 unique values 0 missing
Eig10_EA	numeric	27 unique values 0 missing
Eig10_EA.bo.	numeric	29 unique values 0 missing
Eig10_EA.ed.	numeric	30 unique values 0 missing
Eig10_EA.ri.	numeric	27 unique values 0 missing
Eig11_AEA.bo.	numeric	23 unique values 0 missing
Eig11_AEA.dm.	numeric	33 unique values 0 missing
Eig11_AEA.ed.	numeric	27 unique values 0 missing
Eig11_AEA.ri.	numeric	28 unique values 0 missing
Eig11_EA	numeric	24 unique values 0 missing
Eig11_EA.bo.	numeric	29 unique values 0 missing
Eig11_EA.ed.	numeric	24 unique values 0 missing
Eig11_EA.ri.	numeric	27 unique values 0 missing
Eig12_AEA.bo.	numeric	23 unique values 0 missing
Eig12_AEA.dm.	numeric	20 unique values 0 missing
Eig12_AEA.ed.	numeric	27 unique values 0 missing
Eig12_AEA.ri.	numeric	27 unique values 0 missing
Eig13_AEA.bo.	numeric	25 unique values 0 missing
Eig13_AEA.dm.	numeric	19 unique values 0 missing
Eig13_AEA.ed.	numeric	27 unique values 0 missing
Eig13_AEA.ri.	numeric	31 unique values 0 missing
Eig14_AEA.bo.	numeric	22 unique values 0 missing
Eig14_AEA.dm.	numeric	25 unique values 0 missing
Eig14_AEA.ri.	numeric	29 unique values 0 missing
Eig15_AEA.bo.	numeric	22 unique values 0 missing
Eig15_AEA.dm.	numeric	27 unique values 0 missing
Eig15_AEA.ri.	numeric	26 unique values 0 missing
Eta_beta	numeric	32 unique values 0 missing
Eta_betaP	numeric	18 unique values 0 missing
Eta_betaS	numeric	28 unique values 0 missing
Eta_C	numeric	43 unique values 0 missing
Eta_epsi	numeric	40 unique values 0 missing
Eta_F	numeric	43 unique values 0 missing
Eta_FL	numeric	41 unique values 0 missing
Eta_L	numeric	43 unique values 0 missing
GGI10	numeric	17 unique values 0 missing
GGI6	numeric	23 unique values 0 missing
GGI7	numeric	23 unique values 0 missing
GGI8	numeric	17 unique values 0 missing
GGI9	numeric	19 unique values 0 missing
GMTI	numeric	35 unique values 0 missing
H.047	numeric	17 unique values 0 missing
H.050	numeric	7 unique values 0 missing
HDcpx	numeric	31 unique values 0 missing
HNar	numeric	33 unique values 0 missing
HVcpx	numeric	35 unique values 0 missing
IAC	numeric	37 unique values 0 missing
IC3	numeric	39 unique values 0 missing
IC4	numeric	34 unique values 0 missing
IC5	numeric	34 unique values 0 missing
ICR	numeric	31 unique values 0 missing
IDDE	numeric	35 unique values 0 missing
IDDM	numeric	31 unique values 0 missing
IDE	numeric	36 unique values 0 missing
IDET	numeric	36 unique values 0 missing
IDM	numeric	36 unique values 0 missing
IDMT	numeric	36 unique values 0 missing
ISIZ	numeric	22 unique values 0 missing
IVDM	numeric	34 unique values 0 missing
JGI10	numeric	6 unique values 0 missing
JGI2	numeric	25 unique values 0 missing
JGI9	numeric	6 unique values 0 missing
LLS_01	numeric	5 unique values 0 missing
LPRS	numeric	36 unique values 0 missing
MATS8p	numeric	36 unique values 0 missing
MDDD	numeric	36 unique values 0 missing
MPC01	numeric	20 unique values 0 missing
MPC02	numeric	24 unique values 0 missing
MPC08	numeric	29 unique values 0 missing
MPC09	numeric	26 unique values 0 missing
MPC10	numeric	23 unique values 0 missing
MSD	numeric	36 unique values 0 missing
MWC01	numeric	20 unique values 0 missing
MWC02	numeric	32 unique values 0 missing
MWC03	numeric	34 unique values 0 missing
N.072	numeric	4 unique values 0 missing
nAT	numeric	22 unique values 0 missing
nBM	numeric	15 unique values 0 missing
nBO	numeric	20 unique values 0 missing
nBT	numeric	23 unique values 0 missing
nC	numeric	15 unique values 0 missing
nCs	numeric	9 unique values 0 missing
nCsp2	numeric	12 unique values 0 missing
NdssC	numeric	4 unique values 0 missing
nHDon	numeric	7 unique values 0 missing
nRCONHR	numeric	4 unique values 0 missing
nSK	numeric	18 unique values 0 missing
NssCH2	numeric	7 unique values 0 missing
NssNH	numeric	3 unique values 0 missing
ON0	numeric	31 unique values 0 missing
ON0V	numeric	37 unique values 0 missing
ON1	numeric	36 unique values 0 missing
ON1V	numeric	39 unique values 0 missing
PHI	numeric	39 unique values 0 missing
piID	numeric	36 unique values 0 missing
piPC01	numeric	22 unique values 0 missing
piPC02	numeric	32 unique values 0 missing
piPC09	numeric	27 unique values 0 missing
piPC10	numeric	24 unique values 0 missing
Psi_e_0	numeric	42 unique values 0 missing
Psi_e_1	numeric	43 unique values 0 missing
Psi_i_0	numeric	43 unique values 0 missing
Psi_i_s	numeric	43 unique values 0 missing
RBN	numeric	8 unique values 0 missing
RDCHI	numeric	36 unique values 0 missing
RDSQ	numeric	36 unique values 0 missing
S0K	numeric	29 unique values 0 missing
S1K	numeric	39 unique values 0 missing
S2K	numeric	39 unique values 0 missing
S3K	numeric	41 unique values 0 missing
SCBO	numeric	22 unique values 0 missing
Se	numeric	40 unique values 0 missing
Si	numeric	40 unique values 0 missing
SM02_AEA.bo.	numeric	34 unique values 0 missing
SM02_AEA.dm.	numeric	28 unique values 0 missing
SM02_AEA.ri.	numeric	36 unique values 0 missing
SM02_EA	numeric	24 unique values 0 missing
SM02_EA.bo.	numeric	32 unique values 0 missing
SM02_EA.ri.	numeric	41 unique values 0 missing
SM03_AEA.dm.	numeric	25 unique values 0 missing
SM03_AEA.ri.	numeric	26 unique values 0 missing
SM04_AEA.dm.	numeric	27 unique values 0 missing
SM04_AEA.ri.	numeric	27 unique values 0 missing
SM05_AEA.dm.	numeric	24 unique values 0 missing
SM05_AEA.ri.	numeric	30 unique values 0 missing
SM06_AEA.ri.	numeric	24 unique values 0 missing
SM14_AEA.bo.	numeric	34 unique values 0 missing
SM14_AEA.ri.	numeric	30 unique values 0 missing
SM15_AEA.bo.	numeric	33 unique values 0 missing
SM15_AEA.ri.	numeric	35 unique values 0 missing
SMTI	numeric	36 unique values 0 missing
SMTIV	numeric	39 unique values 0 missing
SNar	numeric	31 unique values 0 missing
Sp	numeric	40 unique values 0 missing
SpAD_AEA.bo.	numeric	36 unique values 0 missing
SpAD_AEA.ed.	numeric	36 unique values 0 missing
SpAD_EA	numeric	36 unique values 0 missing
SpAD_EA.bo.	numeric	36 unique values 0 missing
SpAD_EA.ri.	numeric	43 unique values 0 missing
SpMax2_Bh.e.	numeric	36 unique values 0 missing
SpMax2_Bh.i.	numeric	35 unique values 0 missing
SpMax3_Bh.e.	numeric	37 unique values 0 missing
SpMax3_Bh.i.	numeric	34 unique values 0 missing
SpMax3_Bh.p.	numeric	33 unique values 0 missing
SpMax3_Bh.v.	numeric	34 unique values 0 missing
SpMax4_Bh.e.	numeric	35 unique values 0 missing
SpMax4_Bh.i.	numeric	37 unique values 0 missing
SpMax4_Bh.p.	numeric	31 unique values 0 missing
SpMax4_Bh.v.	numeric	34 unique values 0 missing
SpMax5_Bh.e.	numeric	36 unique values 0 missing
SpMax5_Bh.i.	numeric	34 unique values 0 missing
SpMax5_Bh.m.	numeric	38 unique values 0 missing
SpMax5_Bh.v.	numeric	36 unique values 0 missing
SpMax6_Bh.e.	numeric	32 unique values 0 missing
SpMax6_Bh.i.	numeric	33 unique values 0 missing
SpMax6_Bh.m.	numeric	33 unique values 0 missing
SpMax6_Bh.p.	numeric	37 unique values 0 missing
SpMax6_Bh.v.	numeric	31 unique values 0 missing
SpMax7_Bh.e.	numeric	39 unique values 0 missing
SpMax7_Bh.i.	numeric	38 unique values 0 missing
SpMax7_Bh.m.	numeric	38 unique values 0 missing
SpMax7_Bh.p.	numeric	32 unique values 0 missing
SpMax7_Bh.v.	numeric	39 unique values 0 missing
SpMax8_Bh.i.	numeric	32 unique values 0 missing
SpMax8_Bh.m.	numeric	37 unique values 0 missing
SpMax8_Bh.p.	numeric	36 unique values 0 missing
SpMax8_Bh.s.	numeric	39 unique values 0 missing
SpMax8_Bh.v.	numeric	37 unique values 0 missing
SpMaxA_AEA.bo.	numeric	28 unique values 0 missing
SpMaxA_AEA.dm.	numeric	27 unique values 0 missing
SpMaxA_AEA.ed.	numeric	32 unique values 0 missing
SpMaxA_AEA.ri.	numeric	28 unique values 0 missing
SpMaxA_EA	numeric	29 unique values 0 missing
SpMaxA_EA.bo.	numeric	33 unique values 0 missing
SpMaxA_EA.ed.	numeric	33 unique values 0 missing
SpMaxA_EA.ri.	numeric	32 unique values 0 missing
SpMin1_Bh.m.	numeric	24 unique values 0 missing
SpMin2_Bh.m.	numeric	37 unique values 0 missing
SpMin3_Bh.e.	numeric	32 unique values 0 missing
SpMin3_Bh.i.	numeric	36 unique values 0 missing
SpMin3_Bh.v.	numeric	34 unique values 0 missing
SpMin4_Bh.e.	numeric	36 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

373

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

372

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

-1.66

First quartile of kurtosis among attributes of the numeric type.

Quartile1MeansOfNumericAtts

1.37

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

-0.61

First quartile of skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.5

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Quartile2KurtosisOfNumericAtts

-1.3

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

Quartile2MeansOfNumericAtts

3.16

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

-0.19

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

Quartile2StdDevOfNumericAtts

1.12

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

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

Quartile3KurtosisOfNumericAtts

-0.54

Third quartile of kurtosis among attributes of the numeric type.

Quartile3MeansOfNumericAtts

6.19

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

Third quartile of skewness among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

2.94

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

AutoCorrelation

0.3

Average class difference between consecutive instances.

MeanMeansOfNumericAtts

128.56

Mean of means among attributes of the numeric type.

ClassEntropy

Entropy of the target attribute values.

Dimensionality

8.11

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

8.11

Maximum kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

14190.65

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

2.04

Maximum skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

13155

Maximum standard deviation of attributes of the numeric type.

MeanAttributeEntropy

Average entropy of the attributes.

MeanKurtosisOfNumericAtts

-0.8

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

-0.27

Mean skewness among attributes of the numeric type.

MeanStdDevOfNumericAtts

108.55

Mean standard deviation of attributes of the numeric type.

MinAttributeEntropy

Minimal entropy among attributes.

MinKurtosisOfNumericAtts

-2.08