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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3309

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 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: CHEMBL3309 (TID: 12017), and it has 62 rows and 364 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.

366 features

pXC50 (target)	numeric	52 unique values 0 missing
molecule_id (row identifier)	nominal	62 unique values 0 missing
SM05_EA	numeric	44 unique values 0 missing
BIC0	numeric	23 unique values 0 missing
SM05_EA.ri.	numeric	48 unique values 0 missing
P_VSA_e_2	numeric	48 unique values 0 missing
SM06_AEA.dm.	numeric	41 unique values 0 missing
P_VSA_i_2	numeric	48 unique values 0 missing
SM06_AEA.ed.	numeric	46 unique values 0 missing
P_VSA_p_3	numeric	48 unique values 0 missing
SM06_EA.ri.	numeric	51 unique values 0 missing
P_VSA_v_3	numeric	48 unique values 0 missing
SM07_AEA.ed.	numeric	45 unique values 0 missing
SIC0	numeric	24 unique values 0 missing
SM07_EA	numeric	48 unique values 0 missing
SpMin4_Bh.p.	numeric	32 unique values 0 missing
SM07_EA.ri.	numeric	51 unique values 0 missing
SpMax8_Bh.v.	numeric	37 unique values 0 missing
SM08_AEA.dm.	numeric	44 unique values 0 missing
SpMin5_Bh.v.	numeric	29 unique values 0 missing
SM08_AEA.ed.	numeric	47 unique values 0 missing
SpMin4_Bh.v.	numeric	29 unique values 0 missing
SM08_EA	numeric	47 unique values 0 missing
CATS2D_06_AL	numeric	26 unique values 0 missing
SM08_EA.ri.	numeric	52 unique values 0 missing
SpMax4_Bh.p.	numeric	33 unique values 0 missing
SM09_AEA.dm.	numeric	37 unique values 0 missing
SpMax4_Bh.v.	numeric	31 unique values 0 missing
SM09_EA	numeric	48 unique values 0 missing
Eig06_EA.bo.	numeric	39 unique values 0 missing
SM09_EA.ri.	numeric	53 unique values 0 missing
SpMin6_Bh.s.	numeric	27 unique values 0 missing
SM10_AEA.ri.	numeric	38 unique values 0 missing
SpMin8_Bh.s.	numeric	26 unique values 0 missing
SM10_EA.ri.	numeric	53 unique values 0 missing
ATSC3p	numeric	50 unique values 0 missing
SM11_EA.ri.	numeric	55 unique values 0 missing
CATS2D_08_DL	numeric	29 unique values 0 missing
SM12_EA.ri.	numeric	55 unique values 0 missing
CATS2D_09_AL	numeric	33 unique values 0 missing
SNar	numeric	43 unique values 0 missing
CIC2	numeric	54 unique values 0 missing
Sp	numeric	44 unique values 0 missing
Eig06_AEA.bo.	numeric	45 unique values 0 missing
SpAD_AEA.bo.	numeric	58 unique values 0 missing
Eig08_AEA.bo.	numeric	48 unique values 0 missing
SpAD_AEA.dm.	numeric	60 unique values 0 missing
Eig08_EA.bo.	numeric	48 unique values 0 missing
SpAD_EA.bo.	numeric	58 unique values 0 missing
Eig09_AEA.bo.	numeric	46 unique values 0 missing
SpAD_EA.ed.	numeric	58 unique values 0 missing
Eig09_EA.bo.	numeric	47 unique values 0 missing
SpAD_EA.ri.	numeric	60 unique values 0 missing
Eig09_EA.ri.	numeric	43 unique values 0 missing
SPI	numeric	60 unique values 0 missing
Eig10_AEA.ri.	numeric	49 unique values 0 missing
SpMax6_Bh.e.	numeric	30 unique values 0 missing
Eig10_EA.bo.	numeric	49 unique values 0 missing
SpMax6_Bh.i.	numeric	33 unique values 0 missing
Eig10_EA.ri.	numeric	51 unique values 0 missing
SpMax6_Bh.m.	numeric	32 unique values 0 missing
Eig11_AEA.bo.	numeric	48 unique values 0 missing
SpMax8_Bh.p.	numeric	36 unique values 0 missing
Eig11_AEA.ed.	numeric	42 unique values 0 missing
SpMaxA_AEA.bo.	numeric	24 unique values 0 missing
Eig11_EA.bo.	numeric	48 unique values 0 missing
SpMaxA_AEA.dm.	numeric	24 unique values 0 missing
Eig11_EA.ed.	numeric	52 unique values 0 missing
SpMaxA_AEA.ed.	numeric	27 unique values 0 missing
Eig13_EA.bo.	numeric	50 unique values 0 missing
SpMaxA_AEA.ri.	numeric	26 unique values 0 missing
Eig14_EA.ed.	numeric	50 unique values 0 missing
SpMaxA_EA	numeric	23 unique values 0 missing
Eig15_AEA.bo.	numeric	46 unique values 0 missing
SpMaxA_EA.dm.	numeric	21 unique values 0 missing
Eta_betaP	numeric	35 unique values 0 missing
SpMaxA_EA.ed.	numeric	31 unique values 0 missing
MPC10	numeric	50 unique values 0 missing
SpMaxA_EA.ri.	numeric	24 unique values 0 missing
nCsp2	numeric	28 unique values 0 missing
SRW02	numeric	35 unique values 0 missing
P_VSA_MR_1	numeric	31 unique values 0 missing
SRW06	numeric	46 unique values 0 missing
P_VSA_s_4	numeric	40 unique values 0 missing
SRW08	numeric	46 unique values 0 missing
Qindex	numeric	31 unique values 0 missing
SRW10	numeric	47 unique values 0 missing
SM06_AEA.ri.	numeric	52 unique values 0 missing
SssNH	numeric	60 unique values 0 missing
SM09_AEA.ri.	numeric	50 unique values 0 missing
Sv	numeric	44 unique values 0 missing
SpMax7_Bh.e.	numeric	40 unique values 0 missing
TIC0	numeric	44 unique values 0 missing
SpMax7_Bh.i.	numeric	40 unique values 0 missing
TIC2	numeric	54 unique values 0 missing
SpMax7_Bh.m.	numeric	40 unique values 0 missing
TWC	numeric	49 unique values 0 missing
SpMax8_Bh.e.	numeric	37 unique values 0 missing
Uc	numeric	28 unique values 0 missing
SpMax8_Bh.m.	numeric	43 unique values 0 missing
Ui	numeric	30 unique values 0 missing
SpMin5_Bh.p.	numeric	31 unique values 0 missing
VvdwMG	numeric	44 unique values 0 missing
X5v	numeric	57 unique values 0 missing
VvdwZAZ	numeric	44 unique values 0 missing
Eig07_EA.bo.	numeric	46 unique values 0 missing
Vx	numeric	44 unique values 0 missing
SpMax7_Bh.p.	numeric	32 unique values 0 missing
X1	numeric	48 unique values 0 missing
SpMax7_Bh.v.	numeric	38 unique values 0 missing
X1Kup	numeric	50 unique values 0 missing
TPC	numeric	43 unique values 0 missing
X1Mad	numeric	50 unique values 0 missing
Wap	numeric	60 unique values 0 missing
X1MulPer	numeric	51 unique values 0 missing
Eig05_AEA.ed.	numeric	46 unique values 0 missing
X1Per	numeric	50 unique values 0 missing
Eig05_EA.ed.	numeric	52 unique values 0 missing
X1v	numeric	50 unique values 0 missing
Eig05_EA.ri.	numeric	45 unique values 0 missing
X2	numeric	49 unique values 0 missing
SM14_AEA.dm.	numeric	52 unique values 0 missing
X2sol	numeric	49 unique values 0 missing
ATS1e	numeric	43 unique values 0 missing
X2v	numeric	51 unique values 0 missing
ATS1i	numeric	41 unique values 0 missing
X3v	numeric	56 unique values 0 missing
ATS1m	numeric	43 unique values 0 missing
X4v	numeric	57 unique values 0 missing
ATS1p	numeric	44 unique values 0 missing
X5	numeric	57 unique values 0 missing
ATS1v	numeric	43 unique values 0 missing
X5sol	numeric	57 unique values 0 missing
ATS2e	numeric	40 unique values 0 missing
Xt	numeric	30 unique values 0 missing
ATS2i	numeric	43 unique values 0 missing
ZM1Mad	numeric	48 unique values 0 missing
ATS2m	numeric	46 unique values 0 missing
ZM1V	numeric	48 unique values 0 missing
ATS2p	numeric	49 unique values 0 missing
ZM2Mad	numeric	50 unique values 0 missing
ATS2v	numeric	47 unique values 0 missing
SpMin6_Bh.p.	numeric	35 unique values 0 missing
ATS3e	numeric	44 unique values 0 missing
CATS2D_05_LL	numeric	17 unique values 0 missing
ATS3i	numeric	43 unique values 0 missing
Eig04_AEA.bo.	numeric	40 unique values 0 missing
ATS3p	numeric	47 unique values 0 missing
Eig05_AEA.ri.	numeric	47 unique values 0 missing
ATS3v	numeric	48 unique values 0 missing
Eig05_EA	numeric	47 unique values 0 missing
ATS4e	numeric	46 unique values 0 missing
SM13_AEA.bo.	numeric	47 unique values 0 missing
ATS4i	numeric	48 unique values 0 missing
SpMax6_Bh.v.	numeric	34 unique values 0 missing
ATS4p	numeric	51 unique values 0 missing
ATS5s	numeric	51 unique values 0 missing
ATS4v	numeric	49 unique values 0 missing
ATSC3e	numeric	50 unique values 0 missing
ATS5e	numeric	47 unique values 0 missing
ATSC3s	numeric	56 unique values 0 missing
ATS5i	numeric	46 unique values 0 missing
ATSC4e	numeric	52 unique values 0 missing
ATS5m	numeric	54 unique values 0 missing
ATSC4s	numeric	59 unique values 0 missing
ATS5p	numeric	49 unique values 0 missing
ATSC5e	numeric	56 unique values 0 missing
ATS5v	numeric	51 unique values 0 missing
ATSC5s	numeric	58 unique values 0 missing
ATS6e	numeric	52 unique values 0 missing
ATSC6e	numeric	55 unique values 0 missing
ATS6i	numeric	51 unique values 0 missing
ATSC6s	numeric	60 unique values 0 missing
ATS6m	numeric	52 unique values 0 missing
BAC	numeric	38 unique values 0 missing
ATS6p	numeric	52 unique values 0 missing
C.006	numeric	11 unique values 0 missing
ATS6s	numeric	52 unique values 0 missing
C.008	numeric	16 unique values 0 missing
ATS6v	numeric	51 unique values 0 missing
C.040	numeric	18 unique values 0 missing
ATS7e	numeric	52 unique values 0 missing
CATS2D_02_DA	numeric	20 unique values 0 missing
ATS7i	numeric	49 unique values 0 missing
CATS2D_03_AL	numeric	15 unique values 0 missing
ATS7m	numeric	51 unique values 0 missing
CATS2D_03_DA	numeric	17 unique values 0 missing
ATS7p	numeric	50 unique values 0 missing
CATS2D_03_DD	numeric	17 unique values 0 missing
ATS7v	numeric	49 unique values 0 missing
CATS2D_05_AA	numeric	20 unique values 0 missing
ATS8e	numeric	48 unique values 0 missing
CATS2D_05_DA	numeric	21 unique values 0 missing
ATS8i	numeric	52 unique values 0 missing
CATS2D_06_DA	numeric	21 unique values 0 missing
ATS8m	numeric	52 unique values 0 missing
CATS2D_06_DD	numeric	22 unique values 0 missing
ATS8p	numeric	52 unique values 0 missing
CATS2D_08_DA	numeric	24 unique values 0 missing
ATS8s	numeric	57 unique values 0 missing
CATS2D_09_DA	numeric	23 unique values 0 missing
ATS8v	numeric	50 unique values 0 missing
CATS2D_09_DD	numeric	22 unique values 0 missing
ATSC1i	numeric	43 unique values 0 missing
CATS2D_09_DL	numeric	29 unique values 0 missing
ATSC1m	numeric	44 unique values 0 missing
DBI	numeric	37 unique values 0 missing
ATSC1v	numeric	44 unique values 0 missing
DECC	numeric	56 unique values 0 missing
ATSC2i	numeric	48 unique values 0 missing
Eig05_AEA.dm.	numeric	40 unique values 0 missing
ATSC2m	numeric	49 unique values 0 missing
Eig05_EA.dm.	numeric	23 unique values 0 missing
ATSC2p	numeric	49 unique values 0 missing
Eig06_AEA.dm.	numeric	38 unique values 0 missing
ATSC2v	numeric	49 unique values 0 missing
Eig06_EA	numeric	47 unique values 0 missing
ATSC3i	numeric	50 unique values 0 missing
Eig06_EA.dm.	numeric	26 unique values 0 missing
ATSC3m	numeric	50 unique values 0 missing
ATSC3v	numeric	50 unique values 0 missing
ATSC4i	numeric	51 unique values 0 missing
ATSC4m	numeric	52 unique values 0 missing
ATSC4p	numeric	52 unique values 0 missing
ATSC4v	numeric	52 unique values 0 missing
ATSC5i	numeric	56 unique values 0 missing
ATSC5m	numeric	56 unique values 0 missing
ATSC5p	numeric	56 unique values 0 missing
ATSC5v	numeric	56 unique values 0 missing
ATSC6i	numeric	58 unique values 0 missing
ATSC6m	numeric	59 unique values 0 missing
ATSC6p	numeric	59 unique values 0 missing
ATSC6v	numeric	58 unique values 0 missing
ATSC7i	numeric	57 unique values 0 missing
ATSC7p	numeric	58 unique values 0 missing
ATSC7v	numeric	58 unique values 0 missing
ATSC8i	numeric	60 unique values 0 missing
ATSC8m	numeric	61 unique values 0 missing
ATSC8p	numeric	61 unique values 0 missing
ATSC8v	numeric	61 unique values 0 missing
BBI	numeric	39 unique values 0 missing
BID	numeric	36 unique values 0 missing
CATS2D_06_DL	numeric	27 unique values 0 missing
CATS2D_08_AL	numeric	26 unique values 0 missing
Chi0_AEA.bo.	numeric	48 unique values 0 missing
Chi0_AEA.dm.	numeric	48 unique values 0 missing
Chi0_AEA.ed.	numeric	48 unique values 0 missing
Chi0_AEA.ri.	numeric	48 unique values 0 missing
Chi0_EA	numeric	48 unique values 0 missing
Chi0_EA.bo.	numeric	49 unique values 0 missing
Chi0_EA.ed.	numeric	53 unique values 0 missing
Chi0_EA.ri.	numeric	50 unique values 0 missing
Chi1_EA.ed.	numeric	53 unique values 0 missing
CIC0	numeric	41 unique values 0 missing
CIC1	numeric	49 unique values 0 missing
CID	numeric	44 unique values 0 missing
Eig06_AEA.ri.	numeric	50 unique values 0 missing
Eig06_EA.ri.	numeric	48 unique values 0 missing
Eig07_AEA.bo.	numeric	44 unique values 0 missing
Eig07_EA.ri.	numeric	45 unique values 0 missing
Eig09_AEA.ri.	numeric	43 unique values 0 missing
Eig09_EA	numeric	45 unique values 0 missing
Eig10_AEA.bo.	numeric	48 unique values 0 missing
Eig10_EA	numeric	49 unique values 0 missing
Eig11_EA	numeric	50 unique values 0 missing
Eig12_AEA.bo.	numeric	40 unique values 0 missing
Eig12_AEA.ri.	numeric	44 unique values 0 missing
Eig12_EA	numeric	41 unique values 0 missing
Eig12_EA.bo.	numeric	47 unique values 0 missing
Eig12_EA.ri.	numeric	47 unique values 0 missing
Eig13_AEA.bo.	numeric	47 unique values 0 missing
Eig14_AEA.bo.	numeric	47 unique values 0 missing
Eig14_AEA.ed.	numeric	42 unique values 0 missing
Eig14_AEA.ri.	numeric	45 unique values 0 missing
Eig14_EA	numeric	44 unique values 0 missing
Eig14_EA.bo.	numeric	47 unique values 0 missing
Eig14_EA.ri.	numeric	45 unique values 0 missing
Eig15_AEA.ed.	numeric	35 unique values 0 missing
Eig15_AEA.ri.	numeric	37 unique values 0 missing
Eig15_EA	numeric	37 unique values 0 missing
Eig15_EA.ed.	numeric	38 unique values 0 missing
Eig15_EA.ri.	numeric	38 unique values 0 missing
Eta_B	numeric	43 unique values 0 missing
Eta_beta	numeric	42 unique values 0 missing
Eta_C	numeric	61 unique values 0 missing
Eta_C_A	numeric	45 unique values 0 missing
Eta_F	numeric	61 unique values 0 missing
Eta_F_A	numeric	57 unique values 0 missing
Eta_FL	numeric	50 unique values 0 missing
Eta_L	numeric	50 unique values 0 missing
GGI1	numeric	31 unique values 0 missing
GGI10	numeric	55 unique values 0 missing
GGI4	numeric	47 unique values 0 missing
GGI6	numeric	51 unique values 0 missing
GGI7	numeric	57 unique values 0 missing
GGI8	numeric	53 unique values 0 missing
GGI9	numeric	57 unique values 0 missing
H.047	numeric	27 unique values 0 missing
HDcpx	numeric	38 unique values 0 missing
IAC	numeric	44 unique values 0 missing
IDDE	numeric	54 unique values 0 missing
IDDM	numeric	42 unique values 0 missing
IDM	numeric	52 unique values 0 missing
ISIZ	numeric	37 unique values 0 missing
IVDM	numeric	43 unique values 0 missing
MAXDP	numeric	55 unique values 0 missing
MPC01	numeric	35 unique values 0 missing
MPC02	numeric	39 unique values 0 missing
MPC05	numeric	47 unique values 0 missing
MPC07	numeric	47 unique values 0 missing
MPC09	numeric	51 unique values 0 missing
MWC01	numeric	35 unique values 0 missing
MWC06	numeric	47 unique values 0 missing
MWC07	numeric	49 unique values 0 missing
MWC08	numeric	47 unique values 0 missing
MWC09	numeric	49 unique values 0 missing
MWC10	numeric	49 unique values 0 missing
nAT	numeric	37 unique values 0 missing
nBM	numeric	28 unique values 0 missing
nBO	numeric	35 unique values 0 missing
nBT	numeric	40 unique values 0 missing
nC	numeric	32 unique values 0 missing
nCsp3	numeric	25 unique values 0 missing
nH	numeric	31 unique values 0 missing
nSK	numeric	36 unique values 0 missing
ON0V	numeric	49 unique values 0 missing
ON1	numeric	46 unique values 0 missing
ON1V	numeric	50 unique values 0 missing
piPC01	numeric	40 unique values 0 missing
piPC04	numeric	50 unique values 0 missing
Pol	numeric	41 unique values 0 missing
Psi_i_0	numeric	49 unique values 0 missing
Psi_i_1	numeric	50 unique values 0 missing
P_VSA_e_1	numeric	30 unique values 0 missing
P_VSA_i_3	numeric	42 unique values 0 missing
P_VSA_LogP_7	numeric	33 unique values 0 missing
P_VSA_m_1	numeric	30 unique values 0 missing
P_VSA_m_2	numeric	48 unique values 0 missing
P_VSA_MR_2	numeric	36 unique values 0 missing
P_VSA_p_1	numeric	30 unique values 0 missing
P_VSA_s_2	numeric	30 unique values 0 missing
P_VSA_v_1	numeric	30 unique values 0 missing
Ram	numeric	25 unique values 0 missing
RDSQ	numeric	60 unique values 0 missing
S2K	numeric	47 unique values 0 missing
S3K	numeric	49 unique values 0 missing
SCBO	numeric	40 unique values 0 missing
Se	numeric	44 unique values 0 missing
Si	numeric	44 unique values 0 missing
SM02_AEA.ed.	numeric	45 unique values 0 missing
SM02_EA	numeric	39 unique values 0 missing
SM02_EA.ri.	numeric	47 unique values 0 missing
SM03_AEA.bo.	numeric	47 unique values 0 missing
SM03_AEA.dm.	numeric	45 unique values 0 missing
SM03_AEA.ed.	numeric	47 unique values 0 missing
SM03_EA	numeric	25 unique values 0 missing
SM03_EA.ri.	numeric	44 unique values 0 missing
SM04_AEA.bo.	numeric	48 unique values 0 missing
SM04_AEA.dm.	numeric	49 unique values 0 missing
SM04_AEA.ed.	numeric	46 unique values 0 missing
SM04_EA	numeric	46 unique values 0 missing
SM04_EA.ed.	numeric	47 unique values 0 missing
SM04_EA.ri.	numeric	47 unique values 0 missing
SM05_AEA.bo.	numeric	47 unique values 0 missing
SM05_AEA.dm.	numeric	50 unique values 0 missing
SM05_AEA.ed.	numeric	48 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

366

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

365

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

22.89

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.

Quartile3KurtosisOfNumericAtts

7.02

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

1353373.47

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

48.92

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

99.73

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

-4.64

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.27

Percentage of nominal attributes.

Quartile3SkewnessOfNumericAtts

1.22

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

3.91

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

0.02

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3StdDevOfNumericAtts

21.87

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

MaxStdDevOfNumericAtts

3802397.14

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

2.12

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

3.93

First quartile of means among attributes of the numeric type.

MeanKurtosisOfNumericAtts

5.13

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

3831.53

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-2.24

First quartile of skewness among attributes of the numeric type.

AutoCorrelation

-0.5

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.46

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

5.9

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

2.51

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

-0.43

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

7.69

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

10478.41

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation