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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2214

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: CHEMBL2214 (TID: 12295), and it has 15 rows and 400 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.

402 features

pXC50 (target)	numeric	14 unique values 0 missing
molecule_id (row identifier)	nominal	15 unique values 0 missing
SpMax_EA.bo.	numeric	4 unique values 0 missing
ATS1m	numeric	13 unique values 0 missing
SpMax_EA.ed.	numeric	11 unique values 0 missing
ATS2m	numeric	14 unique values 0 missing
SpMax_EA.ri.	numeric	12 unique values 0 missing
ATS2s	numeric	15 unique values 0 missing
SpMin1_Bh.i.	numeric	10 unique values 0 missing
ATS3m	numeric	15 unique values 0 missing
SpMin1_Bh.p.	numeric	13 unique values 0 missing
ATS3s	numeric	15 unique values 0 missing
SpMin1_Bh.v.	numeric	11 unique values 0 missing
ATS4e	numeric	15 unique values 0 missing
SpMin8_Bh.s.	numeric	10 unique values 0 missing
ATS4i	numeric	15 unique values 0 missing
SRW05	numeric	2 unique values 0 missing
ATS4m	numeric	15 unique values 0 missing
SRW07	numeric	2 unique values 0 missing
ATS4p	numeric	15 unique values 0 missing
SRW09	numeric	2 unique values 0 missing
ATS4s	numeric	15 unique values 0 missing
SsssCH	numeric	5 unique values 0 missing
ATS4v	numeric	15 unique values 0 missing
TIC0	numeric	13 unique values 0 missing
ATS5e	numeric	15 unique values 0 missing
TIC1	numeric	14 unique values 0 missing
ATS5i	numeric	15 unique values 0 missing
TIE	numeric	15 unique values 0 missing
ATS5m	numeric	14 unique values 0 missing
TPSA.Tot.	numeric	14 unique values 0 missing
ATS5p	numeric	15 unique values 0 missing
Uindex	numeric	13 unique values 0 missing
ATS5s	numeric	14 unique values 0 missing
X0Av	numeric	12 unique values 0 missing
ATS5v	numeric	15 unique values 0 missing
X1A	numeric	9 unique values 0 missing
ATS6e	numeric	14 unique values 0 missing
X1Av	numeric	13 unique values 0 missing
ATS6i	numeric	15 unique values 0 missing
X2v	numeric	15 unique values 0 missing
ATS6m	numeric	15 unique values 0 missing
X3v	numeric	15 unique values 0 missing
ATS6p	numeric	14 unique values 0 missing
X4v	numeric	15 unique values 0 missing
ATS6v	numeric	15 unique values 0 missing
X5v	numeric	15 unique values 0 missing
ATS7e	numeric	15 unique values 0 missing
ZM1Mad	numeric	14 unique values 0 missing
ATS7i	numeric	15 unique values 0 missing
ZM1MulPer	numeric	15 unique values 0 missing
ATS7m	numeric	15 unique values 0 missing
ZM1Per	numeric	15 unique values 0 missing
ATS7s	numeric	14 unique values 0 missing
ZM2Mad	numeric	15 unique values 0 missing
ATS8e	numeric	15 unique values 0 missing
ZM2MulPer	numeric	15 unique values 0 missing
ATS8i	numeric	15 unique values 0 missing
ZM2Per	numeric	15 unique values 0 missing
ATS8s	numeric	15 unique values 0 missing
Eta_sh_y	numeric	13 unique values 0 missing
ATSC1e	numeric	13 unique values 0 missing
ATSC6s	numeric	15 unique values 0 missing
ATSC1m	numeric	13 unique values 0 missing
ATSC7e	numeric	14 unique values 0 missing
ATSC1p	numeric	13 unique values 0 missing
ATSC7s	numeric	15 unique values 0 missing
ATSC2m	numeric	14 unique values 0 missing
P_VSA_s_6	numeric	12 unique values 0 missing
ATSC2s	numeric	15 unique values 0 missing
SaaaC	numeric	13 unique values 0 missing
ATSC3m	numeric	15 unique values 0 missing
SpMax4_Bh.s.	numeric	11 unique values 0 missing
ATSC3s	numeric	15 unique values 0 missing
X2Av	numeric	13 unique values 0 missing
ATSC4i	numeric	15 unique values 0 missing
X3Av	numeric	11 unique values 0 missing
ATSC4m	numeric	15 unique values 0 missing
X5Av	numeric	11 unique values 0 missing
ATSC4p	numeric	15 unique values 0 missing
GATS1p	numeric	13 unique values 0 missing
ATSC4s	numeric	15 unique values 0 missing
GATS4s	numeric	15 unique values 0 missing
ATSC4v	numeric	15 unique values 0 missing
LOC	numeric	12 unique values 0 missing
ATSC5e	numeric	15 unique values 0 missing
MAXDN	numeric	15 unique values 0 missing
ATSC5i	numeric	15 unique values 0 missing
MCD	numeric	10 unique values 0 missing
ATSC5m	numeric	15 unique values 0 missing
X4Av	numeric	13 unique values 0 missing
ATSC5p	numeric	15 unique values 0 missing
GATS3p	numeric	15 unique values 0 missing
ATSC5s	numeric	15 unique values 0 missing
MATS2s	numeric	14 unique values 0 missing
ATSC6e	numeric	15 unique values 0 missing
MAXDP	numeric	15 unique values 0 missing
ATSC6i	numeric	15 unique values 0 missing
SdO	numeric	10 unique values 0 missing
ATSC6m	numeric	15 unique values 0 missing
MATS3e	numeric	14 unique values 0 missing
ATSC6p	numeric	15 unique values 0 missing
ARR	numeric	9 unique values 0 missing
ATSC6v	numeric	15 unique values 0 missing
ATSC3e	numeric	15 unique values 0 missing
ATSC7i	numeric	15 unique values 0 missing
C.	numeric	12 unique values 0 missing
ATSC7m	numeric	15 unique values 0 missing
Eta_sh_p	numeric	12 unique values 0 missing
ATSC7p	numeric	15 unique values 0 missing
GATS1i	numeric	13 unique values 0 missing
ATSC7v	numeric	15 unique values 0 missing
GATS1v	numeric	13 unique values 0 missing
ATSC8m	numeric	15 unique values 0 missing
GATS5p	numeric	15 unique values 0 missing
ATSC8s	numeric	15 unique values 0 missing
HNar	numeric	10 unique values 0 missing
BIC4	numeric	15 unique values 0 missing
IC2	numeric	14 unique values 0 missing
BIC5	numeric	14 unique values 0 missing
IVDE	numeric	12 unique values 0 missing
BLI	numeric	14 unique values 0 missing
JGI6	numeric	8 unique values 0 missing
C.008	numeric	3 unique values 0 missing
JGT	numeric	13 unique values 0 missing
C.034	numeric	3 unique values 0 missing
MATS4s	numeric	14 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
MATS5i	numeric	15 unique values 0 missing
CATS2D_02_AA	numeric	3 unique values 0 missing
MATS5p	numeric	15 unique values 0 missing
CATS2D_03_AA	numeric	3 unique values 0 missing
MATS5s	numeric	15 unique values 0 missing
CATS2D_03_AL	numeric	8 unique values 0 missing
MATS6e	numeric	15 unique values 0 missing
CATS2D_03_DA	numeric	4 unique values 0 missing
N.070	numeric	2 unique values 0 missing
CATS2D_03_DD	numeric	2 unique values 0 missing
nArNHR	numeric	2 unique values 0 missing
CATS2D_04_AL	numeric	8 unique values 0 missing
Psi_e_A	numeric	14 unique values 0 missing
CATS2D_05_AA	numeric	4 unique values 0 missing
Psi_i_A	numeric	14 unique values 0 missing
CATS2D_05_AL	numeric	8 unique values 0 missing
SpMax2_Bh.s.	numeric	12 unique values 0 missing
CATS2D_05_DA	numeric	4 unique values 0 missing
SpMax3_Bh.s.	numeric	13 unique values 0 missing
CATS2D_06_DA	numeric	4 unique values 0 missing
TPSA.NO.	numeric	13 unique values 0 missing
CATS2D_06_DL	numeric	6 unique values 0 missing
Vindex	numeric	12 unique values 0 missing
CATS2D_07_AL	numeric	8 unique values 0 missing
X0A	numeric	10 unique values 0 missing
CATS2D_07_DL	numeric	6 unique values 0 missing
Xindex	numeric	12 unique values 0 missing
CATS2D_08_DL	numeric	6 unique values 0 missing
Yindex	numeric	13 unique values 0 missing
CIC4	numeric	14 unique values 0 missing
AAC	numeric	13 unique values 0 missing
CIC5	numeric	14 unique values 0 missing
ATS6s	numeric	14 unique values 0 missing
DBI	numeric	11 unique values 0 missing
ATSC2e	numeric	12 unique values 0 missing
D.Dtr05	numeric	11 unique values 0 missing
ATSC3p	numeric	15 unique values 0 missing
D.Dtr09	numeric	11 unique values 0 missing
ATSC8e	numeric	14 unique values 0 missing
Eig01_AEA.bo.	numeric	7 unique values 0 missing
BAC	numeric	9 unique values 0 missing
Eig01_AEA.dm.	numeric	13 unique values 0 missing
CATS2D_00_DD	numeric	2 unique values 0 missing
Eig01_AEA.ed.	numeric	9 unique values 0 missing
CATS2D_00_DP	numeric	2 unique values 0 missing
Eig01_AEA.ri.	numeric	9 unique values 0 missing
CATS2D_00_PP	numeric	2 unique values 0 missing
Eig01_EA	numeric	9 unique values 0 missing
CATS2D_03_DP	numeric	2 unique values 0 missing
Eig01_EA.bo.	numeric	4 unique values 0 missing
CATS2D_05_PL	numeric	2 unique values 0 missing
Eig01_EA.ed.	numeric	11 unique values 0 missing
CATS2D_06_PL	numeric	2 unique values 0 missing
Eig01_EA.ri.	numeric	12 unique values 0 missing
CATS2D_09_AP	numeric	2 unique values 0 missing
Eig02_AEA.dm.	numeric	13 unique values 0 missing
CATS2D_09_PL	numeric	3 unique values 0 missing
Eig02_AEA.ed.	numeric	12 unique values 0 missing
Eta_betaS_A	numeric	11 unique values 0 missing
Eig03_AEA.dm.	numeric	14 unique values 0 missing
GATS3e	numeric	15 unique values 0 missing
Eig04_AEA.dm.	numeric	14 unique values 0 missing
GATS3v	numeric	15 unique values 0 missing
Eig05_AEA.dm.	numeric	14 unique values 0 missing
GATS5e	numeric	15 unique values 0 missing
Eig06_AEA.dm.	numeric	12 unique values 0 missing
GATS7e	numeric	14 unique values 0 missing
Eta_B	numeric	11 unique values 0 missing
GATS7i	numeric	15 unique values 0 missing
Eta_C	numeric	15 unique values 0 missing
GATS8i	numeric	15 unique values 0 missing
Eta_C_A	numeric	14 unique values 0 missing
IC0	numeric	13 unique values 0 missing
Eta_L	numeric	15 unique values 0 missing
IC1	numeric	14 unique values 0 missing
Eta_sh_x	numeric	4 unique values 0 missing
LLS_01	numeric	3 unique values 0 missing
GATS1e	numeric	13 unique values 0 missing
MATS7e	numeric	15 unique values 0 missing
GATS5i	numeric	15 unique values 0 missing
N.066	numeric	2 unique values 0 missing
GATS5s	numeric	15 unique values 0 missing
nRNH2	numeric	2 unique values 0 missing
GATS7s	numeric	15 unique values 0 missing
NsNH2	numeric	2 unique values 0 missing
GGI1	numeric	7 unique values 0 missing
P_VSA_LogP_2	numeric	11 unique values 0 missing
GGI2	numeric	11 unique values 0 missing
P_VSA_MR_5	numeric	13 unique values 0 missing
GGI3	numeric	10 unique values 0 missing
RBF	numeric	14 unique values 0 missing
GGI4	numeric	10 unique values 0 missing
SaaCH	numeric	15 unique values 0 missing
GGI5	numeric	13 unique values 0 missing
SM07_EA.bo.	numeric	13 unique values 0 missing
GGI6	numeric	12 unique values 0 missing
SM08_EA.bo.	numeric	13 unique values 0 missing
GNar	numeric	12 unique values 0 missing
SM10_EA.bo.	numeric	13 unique values 0 missing
Hy	numeric	12 unique values 0 missing
SM11_EA.ri.	numeric	15 unique values 0 missing
IAC	numeric	13 unique values 0 missing
SM12_EA.ri.	numeric	15 unique values 0 missing
JGI2	numeric	12 unique values 0 missing
SM13_EA.ri.	numeric	15 unique values 0 missing
JGI8	numeric	7 unique values 0 missing
SM14_EA.ri.	numeric	15 unique values 0 missing
JGI9	numeric	7 unique values 0 missing
SM15_EA.ri.	numeric	15 unique values 0 missing
MATS1e	numeric	13 unique values 0 missing
SPI	numeric	13 unique values 0 missing
MATS1i	numeric	13 unique values 0 missing
SpMAD_AEA.bo.	numeric	12 unique values 0 missing
MATS1m	numeric	12 unique values 0 missing
SpMAD_EA.bo.	numeric	11 unique values 0 missing
MATS1s	numeric	15 unique values 0 missing
SpMax1_Bh.m.	numeric	10 unique values 0 missing
MATS2e	numeric	14 unique values 0 missing
SpMax1_Bh.p.	numeric	10 unique values 0 missing
MATS2i	numeric	13 unique values 0 missing
SsNH2	numeric	10 unique values 0 missing
MATS4m	numeric	15 unique values 0 missing
SssNH	numeric	15 unique values 0 missing
MATS7i	numeric	15 unique values 0 missing
ZM1Kup	numeric	14 unique values 0 missing
MATS8i	numeric	15 unique values 0 missing
ZM1V	numeric	13 unique values 0 missing
N.068	numeric	2 unique values 0 missing
ATS7v	numeric	15 unique values 0 missing
N.073	numeric	2 unique values 0 missing
ATSC3v	numeric	15 unique values 0 missing
NaaaC	numeric	2 unique values 0 missing
ATSC4e	numeric	15 unique values 0 missing
NaaNH	numeric	2 unique values 0 missing
ATSC8i	numeric	15 unique values 0 missing
nDB	numeric	5 unique values 0 missing
C.028	numeric	2 unique values 0 missing
NddssS	numeric	2 unique values 0 missing
C.043	numeric	2 unique values 0 missing
NdO	numeric	5 unique values 0 missing
CATS2D_02_DL	numeric	6 unique values 0 missing
nHet	numeric	7 unique values 0 missing
CATS2D_04_DL	numeric	6 unique values 0 missing
NNRS	numeric	3 unique values 0 missing
CATS2D_05_DD	numeric	2 unique values 0 missing
nO	numeric	6 unique values 0 missing
CATS2D_06_AL	numeric	8 unique values 0 missing
nR05	numeric	2 unique values 0 missing
CIC3	numeric	15 unique values 0 missing
nR09	numeric	2 unique values 0 missing
DLS_04	numeric	5 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
Eig01_EA.dm.	numeric	8 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
Eig03_EA.dm.	numeric	7 unique values 0 missing
NsssCH	numeric	3 unique values 0 missing
Eig04_AEA.bo.	numeric	12 unique values 0 missing
O.	numeric	10 unique values 0 missing
Eig04_AEA.ed.	numeric	12 unique values 0 missing
O.058	numeric	5 unique values 0 missing
Eig04_AEA.ri.	numeric	14 unique values 0 missing
ON0	numeric	12 unique values 0 missing
Eig04_EA	numeric	13 unique values 0 missing
PDI	numeric	13 unique values 0 missing
PHI	numeric	12 unique values 0 missing
Psi_e_1	numeric	15 unique values 0 missing
Psi_i_s	numeric	13 unique values 0 missing
P_VSA_e_3	numeric	8 unique values 0 missing
P_VSA_e_5	numeric	9 unique values 0 missing
P_VSA_i_3	numeric	12 unique values 0 missing
P_VSA_i_4	numeric	9 unique values 0 missing
P_VSA_LogP_1	numeric	5 unique values 0 missing
P_VSA_LogP_6	numeric	4 unique values 0 missing
P_VSA_m_3	numeric	10 unique values 0 missing
P_VSA_MR_2	numeric	9 unique values 0 missing
P_VSA_MR_3	numeric	3 unique values 0 missing
P_VSA_s_1	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
S.110	numeric	2 unique values 0 missing
S1K	numeric	12 unique values 0 missing
SAacc	numeric	12 unique values 0 missing
SaaNH	numeric	13 unique values 0 missing
SaasC	numeric	15 unique values 0 missing
SAtot	numeric	13 unique values 0 missing
SddssS	numeric	4 unique values 0 missing
SdssC	numeric	10 unique values 0 missing
SIC4	numeric	14 unique values 0 missing
SIC5	numeric	12 unique values 0 missing
SM02_EA.ed.	numeric	13 unique values 0 missing
SM03_EA	numeric	8 unique values 0 missing
SM03_EA.bo.	numeric	9 unique values 0 missing
SM03_EA.ed.	numeric	12 unique values 0 missing
SM03_EA.ri.	numeric	12 unique values 0 missing
SM04_AEA.ed.	numeric	13 unique values 0 missing
SM04_EA.ed.	numeric	13 unique values 0 missing
SM05_AEA.ed.	numeric	13 unique values 0 missing
SM05_EA	numeric	11 unique values 0 missing
SM05_EA.bo.	numeric	12 unique values 0 missing
SM05_EA.dm.	numeric	5 unique values 0 missing
SM05_EA.ed.	numeric	13 unique values 0 missing
SM05_EA.ri.	numeric	15 unique values 0 missing
SM06_AEA.bo.	numeric	13 unique values 0 missing
SM06_AEA.ed.	numeric	13 unique values 0 missing
SM06_EA	numeric	13 unique values 0 missing
SM06_EA.ed.	numeric	13 unique values 0 missing
SM07_AEA.bo.	numeric	13 unique values 0 missing
SM07_AEA.ed.	numeric	13 unique values 0 missing
SM07_EA	numeric	13 unique values 0 missing
SM07_EA.dm.	numeric	5 unique values 0 missing
SM07_EA.ed.	numeric	13 unique values 0 missing
SM07_EA.ri.	numeric	15 unique values 0 missing
SM08_AEA.bo.	numeric	13 unique values 0 missing
SM08_AEA.ed.	numeric	13 unique values 0 missing
SM08_EA	numeric	13 unique values 0 missing
SM08_EA.ed.	numeric	13 unique values 0 missing
SM08_EA.ri.	numeric	15 unique values 0 missing
SM09_AEA.bo.	numeric	9 unique values 0 missing
SM09_AEA.ed.	numeric	13 unique values 0 missing
SM09_EA	numeric	13 unique values 0 missing
SM09_EA.bo.	numeric	13 unique values 0 missing
SM09_EA.dm.	numeric	5 unique values 0 missing
SM09_EA.ed.	numeric	13 unique values 0 missing
SM09_EA.ri.	numeric	15 unique values 0 missing
SM10_AEA.dm.	numeric	11 unique values 0 missing
SM10_AEA.ed.	numeric	13 unique values 0 missing
SM10_EA	numeric	13 unique values 0 missing
SM10_EA.ed.	numeric	13 unique values 0 missing
SM10_EA.ri.	numeric	15 unique values 0 missing
SM11_AEA.ed.	numeric	13 unique values 0 missing
SM11_AEA.ri.	numeric	4 unique values 0 missing
SM11_EA	numeric	12 unique values 0 missing
SM11_EA.bo.	numeric	13 unique values 0 missing
SM11_EA.dm.	numeric	6 unique values 0 missing
SM11_EA.ed.	numeric	13 unique values 0 missing
SM12_AEA.ed.	numeric	13 unique values 0 missing
SM12_EA	numeric	12 unique values 0 missing
SM12_EA.bo.	numeric	13 unique values 0 missing
SM12_EA.ed.	numeric	13 unique values 0 missing
SM13_AEA.ed.	numeric	13 unique values 0 missing
SM13_EA	numeric	13 unique values 0 missing
SM13_EA.bo.	numeric	12 unique values 0 missing
SM13_EA.dm.	numeric	5 unique values 0 missing
SM13_EA.ed.	numeric	13 unique values 0 missing
SM14_AEA.ed.	numeric	13 unique values 0 missing
SM14_EA	numeric	13 unique values 0 missing
SM14_EA.bo.	numeric	13 unique values 0 missing
SM14_EA.ed.	numeric	13 unique values 0 missing
SM15_AEA.ed.	numeric	13 unique values 0 missing
SM15_EA	numeric	13 unique values 0 missing
SM15_EA.bo.	numeric	13 unique values 0 missing
SM15_EA.dm.	numeric	5 unique values 0 missing
SM15_EA.ed.	numeric	13 unique values 0 missing
SpDiam_AEA.bo.	numeric	13 unique values 0 missing
SpDiam_AEA.dm.	numeric	13 unique values 0 missing
SpDiam_AEA.ed.	numeric	9 unique values 0 missing
SpDiam_AEA.ri.	numeric	14 unique values 0 missing
SpDiam_EA	numeric	9 unique values 0 missing
SpDiam_EA.bo.	numeric	4 unique values 0 missing
SpDiam_EA.ed.	numeric	12 unique values 0 missing
SpDiam_EA.ri.	numeric	12 unique values 0 missing
SpMAD_AEA.dm.	numeric	14 unique values 0 missing
SpMAD_EA.dm.	numeric	13 unique values 0 missing
SpMax1_Bh.i.	numeric	11 unique values 0 missing
SpMax4_Bh.m.	numeric	15 unique values 0 missing
SpMax4_Bh.p.	numeric	13 unique values 0 missing
SpMax6_Bh.i.	numeric	11 unique values 0 missing
SpMax6_Bh.s.	numeric	15 unique values 0 missing
SpMax_AEA.bo.	numeric	7 unique values 0 missing
SpMax_AEA.dm.	numeric	13 unique values 0 missing
SpMax_AEA.ed.	numeric	9 unique values 0 missing
SpMax_AEA.ri.	numeric	9 unique values 0 missing
SpMax_EA	numeric	9 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

402

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

401

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.45

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-2.31

Minimum kurtosis among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

14.15

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-0.83

Minimum of means among attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

1.63

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

604.87

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

PercentageOfNumericFeatures

99.75

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

10.91

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.

PercentageOfSymbolicFeatures

0.25

Percentage of nominal 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

-1.93

Minimum skewness among attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

1.55

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

3.72

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1KurtosisOfNumericAtts

0.14

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.62

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

MaxStdDevOfNumericAtts

137.03

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.87

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.

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MutualInformation

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

MeanKurtosisOfNumericAtts

1.02

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1SkewnessOfNumericAtts

0.38

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

19.26

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.21

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

AutoCorrelation

0.06

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among 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.

Quartile2KurtosisOfNumericAtts

0.8

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

Dimensionality

26.8

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2MeansOfNumericAtts

3.79

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.

MeanSkewnessOfNumericAtts

0.79

Mean skewness among 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.

MeanStdDevOfNumericAtts

5.83

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

1.07