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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5694

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: CHEMBL5694 (TID: 101292), and it has 26 rows and 369 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.

371 features

pXC50 (target)	numeric	8 unique values 0 missing
molecule_id (row identifier)	nominal	26 unique values 0 missing
Chi1_EA.ri.	numeric	25 unique values 0 missing
P_VSA_e_5	numeric	15 unique values 0 missing
Eig03_EA	numeric	21 unique values 0 missing
C.032	numeric	2 unique values 0 missing
Eig03_EA.dm.	numeric	7 unique values 0 missing
CATS2D_00_DD	numeric	3 unique values 0 missing
Eig07_AEA.ri.	numeric	25 unique values 0 missing
CATS2D_00_DP	numeric	3 unique values 0 missing
Eig07_EA	numeric	23 unique values 0 missing
CATS2D_00_PP	numeric	3 unique values 0 missing
Eig07_EA.ed.	numeric	23 unique values 0 missing
CATS2D_02_PL	numeric	3 unique values 0 missing
Eig07_EA.ri.	numeric	24 unique values 0 missing
CATS2D_04_DP	numeric	3 unique values 0 missing
Eig10_AEA.ed.	numeric	23 unique values 0 missing
CATS2D_04_PP	numeric	2 unique values 0 missing
Eig15_AEA.ed.	numeric	17 unique values 0 missing
CATS2D_06_AP	numeric	2 unique values 0 missing
HDcpx	numeric	24 unique values 0 missing
GATS1v	numeric	24 unique values 0 missing
IAC	numeric	25 unique values 0 missing
MATS4i	numeric	25 unique values 0 missing
IDM	numeric	24 unique values 0 missing
Mp	numeric	22 unique values 0 missing
JGI2	numeric	19 unique values 0 missing
Mv	numeric	23 unique values 0 missing
MPC06	numeric	20 unique values 0 missing
nArCONH2	numeric	2 unique values 0 missing
MPC07	numeric	21 unique values 0 missing
nHDon	numeric	5 unique values 0 missing
RDSQ	numeric	24 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM02_AEA.ri.	numeric	23 unique values 0 missing
NsNH2	numeric	3 unique values 0 missing
SM11_AEA.bo.	numeric	21 unique values 0 missing
P_VSA_i_4	numeric	11 unique values 0 missing
SM15_AEA.bo.	numeric	23 unique values 0 missing
SpMAD_EA.bo.	numeric	24 unique values 0 missing
SpMax3_Bh.e.	numeric	25 unique values 0 missing
Eig01_AEA.dm.	numeric	17 unique values 0 missing
SpMax3_Bh.i.	numeric	25 unique values 0 missing
SpDiam_AEA.dm.	numeric	17 unique values 0 missing
SpMax7_Bh.v.	numeric	24 unique values 0 missing
SpMax_AEA.dm.	numeric	17 unique values 0 missing
SpMax8_Bh.p.	numeric	20 unique values 0 missing
CATS2D_02_AA	numeric	5 unique values 0 missing
SpMin3_Bh.p.	numeric	20 unique values 0 missing
CATS2D_04_AP	numeric	3 unique values 0 missing
SpMin5_Bh.v.	numeric	24 unique values 0 missing
CATS2D_04_DA	numeric	8 unique values 0 missing
SpMin7_Bh.e.	numeric	22 unique values 0 missing
SsNH2	numeric	19 unique values 0 missing
TIC0	numeric	25 unique values 0 missing
SpMax8_Bh.e.	numeric	22 unique values 0 missing
TIC2	numeric	26 unique values 0 missing
C.008	numeric	4 unique values 0 missing
TIC3	numeric	26 unique values 0 missing
H.052	numeric	8 unique values 0 missing
TIC4	numeric	26 unique values 0 missing
MATS3v	numeric	24 unique values 0 missing
TIC5	numeric	26 unique values 0 missing
NsssCH	numeric	5 unique values 0 missing
X1Mad	numeric	25 unique values 0 missing
ATS6v	numeric	26 unique values 0 missing
X1MulPer	numeric	26 unique values 0 missing
ATS7e	numeric	26 unique values 0 missing
X1Per	numeric	26 unique values 0 missing
ATS7i	numeric	26 unique values 0 missing
C.027	numeric	2 unique values 0 missing
ATS7v	numeric	26 unique values 0 missing
Eig01_AEA.bo.	numeric	19 unique values 0 missing
ATS8e	numeric	26 unique values 0 missing
Eig05_EA.bo.	numeric	24 unique values 0 missing
ATS8i	numeric	26 unique values 0 missing
Eta_beta	numeric	21 unique values 0 missing
ATSC4e	numeric	26 unique values 0 missing
nO	numeric	6 unique values 0 missing
ATSC8v	numeric	26 unique values 0 missing
piID	numeric	24 unique values 0 missing
CATS2D_06_PL	numeric	5 unique values 0 missing
piPC03	numeric	23 unique values 0 missing
CATS2D_07_PL	numeric	5 unique values 0 missing
piPC04	numeric	25 unique values 0 missing
Chi1_EA.dm.	numeric	19 unique values 0 missing
piPC05	numeric	25 unique values 0 missing
GGI7	numeric	21 unique values 0 missing
piPC06	numeric	25 unique values 0 missing
SpMax7_Bh.i.	numeric	25 unique values 0 missing
piPC09	numeric	24 unique values 0 missing
SpMax8_Bh.i.	numeric	23 unique values 0 missing
piPC10	numeric	21 unique values 0 missing
SpMin7_Bh.p.	numeric	25 unique values 0 missing
SM04_AEA.bo.	numeric	25 unique values 0 missing
SpMax1_Bh.p.	numeric	21 unique values 0 missing
SM12_EA.ed.	numeric	24 unique values 0 missing
CATS2D_02_AP	numeric	2 unique values 0 missing
SM15_AEA.ri.	numeric	24 unique values 0 missing
GATS1p	numeric	25 unique values 0 missing
SpDiam_EA.ed.	numeric	21 unique values 0 missing
GATS4i	numeric	26 unique values 0 missing
SpMax_AEA.bo.	numeric	19 unique values 0 missing
H.050	numeric	5 unique values 0 missing
TPSA.Tot.	numeric	16 unique values 0 missing
Hy	numeric	24 unique values 0 missing
Eta_FL	numeric	23 unique values 0 missing
Mi	numeric	21 unique values 0 missing
P_VSA_m_3	numeric	17 unique values 0 missing
nArNH2	numeric	2 unique values 0 missing
CATS2D_04_AA	numeric	7 unique values 0 missing
P_VSA_e_3	numeric	10 unique values 0 missing
SaaCH	numeric	20 unique values 0 missing
P_VSA_LogP_2	numeric	18 unique values 0 missing
P_VSA_s_6	numeric	18 unique values 0 missing
P_VSA_LogP_6	numeric	8 unique values 0 missing
ATSC1v	numeric	25 unique values 0 missing
SaaN	numeric	19 unique values 0 missing
ATSC2v	numeric	26 unique values 0 missing
ATSC8s	numeric	26 unique values 0 missing
P_VSA_e_1	numeric	16 unique values 0 missing
GATS6i	numeric	24 unique values 0 missing
P_VSA_LogP_7	numeric	19 unique values 0 missing
DLS_04	numeric	4 unique values 0 missing
P_VSA_m_1	numeric	16 unique values 0 missing
SPI	numeric	24 unique values 0 missing
P_VSA_s_2	numeric	17 unique values 0 missing
SpMax1_Bh.m.	numeric	24 unique values 0 missing
P_VSA_v_1	numeric	16 unique values 0 missing
C.029	numeric	3 unique values 0 missing
SpMin5_Bh.s.	numeric	18 unique values 0 missing
nArOR	numeric	4 unique values 0 missing
Eig05_AEA.ed.	numeric	23 unique values 0 missing
NssO	numeric	4 unique values 0 missing
MPC03	numeric	18 unique values 0 missing
SssO	numeric	18 unique values 0 missing
MPC04	numeric	21 unique values 0 missing
ATSC1m	numeric	25 unique values 0 missing
MWC07	numeric	24 unique values 0 missing
ATSC2m	numeric	26 unique values 0 missing
MWC08	numeric	24 unique values 0 missing
ATSC7v	numeric	26 unique values 0 missing
MWC09	numeric	24 unique values 0 missing
CIC0	numeric	24 unique values 0 missing
MWC10	numeric	24 unique values 0 missing
nH	numeric	18 unique values 0 missing
TWC	numeric	24 unique values 0 missing
ON1V	numeric	26 unique values 0 missing
X4	numeric	24 unique values 0 missing
SpMin5_Bh.m.	numeric	25 unique values 0 missing
C.024	numeric	8 unique values 0 missing
SpMin6_Bh.m.	numeric	25 unique values 0 missing
DELS	numeric	26 unique values 0 missing
SpMin7_Bh.v.	numeric	26 unique values 0 missing
DLS_cons	numeric	10 unique values 0 missing
GGI5	numeric	22 unique values 0 missing
Eig03_AEA.dm.	numeric	25 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
GATS7m	numeric	26 unique values 0 missing
Eta_betaS_A	numeric	19 unique values 0 missing
O.060	numeric	4 unique values 0 missing
MATS5i	numeric	26 unique values 0 missing
CATS2D_05_DL	numeric	5 unique values 0 missing
N.069	numeric	2 unique values 0 missing
N.	numeric	20 unique values 0 missing
N.075	numeric	2 unique values 0 missing
CATS2D_06_AL	numeric	10 unique values 0 missing
NaaN	numeric	2 unique values 0 missing
MATS4v	numeric	26 unique values 0 missing
MATS2m	numeric	24 unique values 0 missing
JGI7	numeric	14 unique values 0 missing
P_VSA_MR_5	numeric	24 unique values 0 missing
Eig01_EA	numeric	19 unique values 0 missing
P_VSA_MR_6	numeric	16 unique values 0 missing
Eig01_EA.bo.	numeric	16 unique values 0 missing
Eig05_AEA.dm.	numeric	25 unique values 0 missing
Eig04_AEA.bo.	numeric	23 unique values 0 missing
P_VSA_MR_7	numeric	8 unique values 0 missing
Eig04_AEA.ed.	numeric	23 unique values 0 missing
SM03_EA.bo.	numeric	20 unique values 0 missing
Eig04_EA.bo.	numeric	24 unique values 0 missing
MATS2e	numeric	26 unique values 0 missing
GMTIV	numeric	26 unique values 0 missing
SpMax2_Bh.p.	numeric	25 unique values 0 missing
Psi_i_s	numeric	26 unique values 0 missing
GATS5p	numeric	26 unique values 0 missing
SM05_AEA.bo.	numeric	25 unique values 0 missing
MATS1p	numeric	25 unique values 0 missing
SM06_AEA.bo.	numeric	24 unique values 0 missing
ATSC4s	numeric	26 unique values 0 missing
SM09_AEA.bo.	numeric	19 unique values 0 missing
AMW	numeric	25 unique values 0 missing
SM11_AEA.ri.	numeric	16 unique values 0 missing
ATSC6p	numeric	26 unique values 0 missing
SM14_AEA.ri.	numeric	24 unique values 0 missing
ATSC8p	numeric	26 unique values 0 missing
SpAD_EA.dm.	numeric	15 unique values 0 missing
CATS2D_08_PL	numeric	6 unique values 0 missing
SpDiam_EA	numeric	19 unique values 0 missing
H.	numeric	21 unique values 0 missing
SpMax_EA	numeric	19 unique values 0 missing
SpMin6_Bh.s.	numeric	14 unique values 0 missing
SpMax_EA.bo.	numeric	16 unique values 0 missing
ATS1e	numeric	25 unique values 0 missing
ZM1MulPer	numeric	26 unique values 0 missing
ATS1i	numeric	25 unique values 0 missing
ZM1Per	numeric	26 unique values 0 missing
ATS2e	numeric	25 unique values 0 missing
ZM1V	numeric	25 unique values 0 missing
ATS2i	numeric	25 unique values 0 missing
ZM2Kup	numeric	26 unique values 0 missing
ATS3e	numeric	26 unique values 0 missing
ZM2MulPer	numeric	26 unique values 0 missing
ATS3i	numeric	26 unique values 0 missing
ZM2Per	numeric	26 unique values 0 missing
ATS4s	numeric	26 unique values 0 missing
ZM2V	numeric	26 unique values 0 missing
ATS5e	numeric	26 unique values 0 missing
SpMin5_Bh.p.	numeric	24 unique values 0 missing
ATS5p	numeric	26 unique values 0 missing
ATSC3e	numeric	26 unique values 0 missing
ATS5v	numeric	25 unique values 0 missing
SpMin6_Bh.p.	numeric	25 unique values 0 missing
ATS6e	numeric	26 unique values 0 missing
SpMax1_Bh.e.	numeric	24 unique values 0 missing
ATS6i	numeric	26 unique values 0 missing
ATSC3v	numeric	26 unique values 0 missing
ATS6p	numeric	25 unique values 0 missing
ATSC5m	numeric	26 unique values 0 missing
ATS7p	numeric	26 unique values 0 missing
ATS7s	numeric	26 unique values 0 missing
ATS8p	numeric	26 unique values 0 missing
ATS8s	numeric	26 unique values 0 missing
ATS8v	numeric	26 unique values 0 missing
ATSC3m	numeric	26 unique values 0 missing
ATSC5i	numeric	26 unique values 0 missing
ATSC6i	numeric	25 unique values 0 missing
ATSC6v	numeric	26 unique values 0 missing
ATSC7i	numeric	25 unique values 0 missing
ATSC7m	numeric	26 unique values 0 missing
ATSC7p	numeric	26 unique values 0 missing
ATSC8i	numeric	26 unique values 0 missing
CATS2D_06_DL	numeric	7 unique values 0 missing
CATS2D_07_AL	numeric	9 unique values 0 missing
CATS2D_09_LL	numeric	8 unique values 0 missing
Chi0_EA.dm.	numeric	19 unique values 0 missing
Eig03_EA.ed.	numeric	22 unique values 0 missing
Eta_L	numeric	26 unique values 0 missing
GATS4m	numeric	26 unique values 0 missing
GATS4s	numeric	25 unique values 0 missing
GGI6	numeric	21 unique values 0 missing
ISIZ	numeric	20 unique values 0 missing
JGI4	numeric	17 unique values 0 missing
MATS4e	numeric	26 unique values 0 missing
MATS4m	numeric	25 unique values 0 missing
MATS4p	numeric	26 unique values 0 missing
MPC08	numeric	20 unique values 0 missing
nAT	numeric	20 unique values 0 missing
nBT	numeric	21 unique values 0 missing
P_VSA_p_1	numeric	18 unique values 0 missing
Se	numeric	25 unique values 0 missing
Si	numeric	25 unique values 0 missing
SM12_AEA.dm.	numeric	22 unique values 0 missing
SpMax3_Bh.p.	numeric	23 unique values 0 missing
SpMax3_Bh.v.	numeric	25 unique values 0 missing
SpMax7_Bh.e.	numeric	25 unique values 0 missing
SpMax8_Bh.v.	numeric	19 unique values 0 missing
SpMaxA_AEA.dm.	numeric	21 unique values 0 missing
SpMin3_Bh.e.	numeric	21 unique values 0 missing
SpMin3_Bh.i.	numeric	18 unique values 0 missing
SpMin3_Bh.m.	numeric	23 unique values 0 missing
SpMin3_Bh.v.	numeric	19 unique values 0 missing
C.	numeric	18 unique values 0 missing
nHAcc	numeric	8 unique values 0 missing
GATS1i	numeric	25 unique values 0 missing
nCs	numeric	8 unique values 0 missing
P_VSA_e_2	numeric	25 unique values 0 missing
P_VSA_p_3	numeric	25 unique values 0 missing
P_VSA_v_3	numeric	25 unique values 0 missing
SpMax1_Bh.v.	numeric	24 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
SpMin4_Bh.p.	numeric	21 unique values 0 missing
TPSA.NO.	numeric	16 unique values 0 missing
MATS1i	numeric	25 unique values 0 missing
CATS2D_08_LL	numeric	6 unique values 0 missing
Eta_beta_A	numeric	23 unique values 0 missing
Eta_betaP_A	numeric	20 unique values 0 missing
SpMAD_AEA.dm.	numeric	23 unique values 0 missing
ATSC6s	numeric	26 unique values 0 missing
AMR	numeric	26 unique values 0 missing
ATS1p	numeric	25 unique values 0 missing
ATS1v	numeric	25 unique values 0 missing
ATS2p	numeric	26 unique values 0 missing
ATS2v	numeric	26 unique values 0 missing
ATS4p	numeric	26 unique values 0 missing
ATS4v	numeric	26 unique values 0 missing
ATS6m	numeric	26 unique values 0 missing
ATSC1p	numeric	25 unique values 0 missing
ATSC2p	numeric	26 unique values 0 missing
ATSC4i	numeric	25 unique values 0 missing
ATSC5p	numeric	26 unique values 0 missing
ATSC6m	numeric	26 unique values 0 missing
ATSC8e	numeric	25 unique values 0 missing
C.002	numeric	8 unique values 0 missing
CENT	numeric	23 unique values 0 missing
Chi1_AEA.bo.	numeric	24 unique values 0 missing
Chi1_AEA.dm.	numeric	24 unique values 0 missing
Chi1_AEA.ed.	numeric	24 unique values 0 missing
Chi1_AEA.ri.	numeric	24 unique values 0 missing
Chi1_EA	numeric	24 unique values 0 missing
Chi1_EA.bo.	numeric	25 unique values 0 missing
Eig03_AEA.ed.	numeric	22 unique values 0 missing
Eig03_AEA.ri.	numeric	20 unique values 0 missing
Eig06_AEA.ri.	numeric	23 unique values 0 missing
Eig06_EA	numeric	21 unique values 0 missing
Eig06_EA.ri.	numeric	24 unique values 0 missing
Eig09_AEA.ed.	numeric	19 unique values 0 missing
Eta_C	numeric	26 unique values 0 missing
Eta_epsi	numeric	25 unique values 0 missing
GATS2v	numeric	24 unique values 0 missing
GGI1	numeric	11 unique values 0 missing
nCrs	numeric	5 unique values 0 missing
nCsp3	numeric	14 unique values 0 missing
ON0V	numeric	24 unique values 0 missing
PHI	numeric	26 unique values 0 missing
Psi_e_0	numeric	26 unique values 0 missing
Psi_i_0	numeric	26 unique values 0 missing
Psi_i_1	numeric	26 unique values 0 missing
P_VSA_MR_2	numeric	19 unique values 0 missing
RBN	numeric	8 unique values 0 missing
S1K	numeric	25 unique values 0 missing
S2K	numeric	26 unique values 0 missing
S3K	numeric	25 unique values 0 missing
SAtot	numeric	26 unique values 0 missing
SM14_AEA.bo.	numeric	21 unique values 0 missing
Sp	numeric	25 unique values 0 missing
SpMax7_Bh.m.	numeric	24 unique values 0 missing
SpMax7_Bh.p.	numeric	22 unique values 0 missing
SpMin5_Bh.e.	numeric	23 unique values 0 missing
SpMin5_Bh.i.	numeric	24 unique values 0 missing
SpMin6_Bh.e.	numeric	24 unique values 0 missing
SpMin7_Bh.i.	numeric	24 unique values 0 missing
SpMin8_Bh.e.	numeric	21 unique values 0 missing
SpMin8_Bh.i.	numeric	19 unique values 0 missing
SpMin8_Bh.m.	numeric	26 unique values 0 missing
SpMin8_Bh.p.	numeric	24 unique values 0 missing
SpMin8_Bh.v.	numeric	26 unique values 0 missing
SssCH2	numeric	19 unique values 0 missing
Sv	numeric	25 unique values 0 missing
TIC1	numeric	26 unique values 0 missing
VvdwMG	numeric	25 unique values 0 missing
VvdwZAZ	numeric	25 unique values 0 missing
Vx	numeric	25 unique values 0 missing
X0v	numeric	26 unique values 0 missing
X1Kup	numeric	26 unique values 0 missing
X1v	numeric	26 unique values 0 missing
X2	numeric	24 unique values 0 missing
X2v	numeric	26 unique values 0 missing
P_VSA_p_2	numeric	16 unique values 0 missing
ATS3v	numeric	26 unique values 0 missing
ATS5s	numeric	26 unique values 0 missing
ATS6s	numeric	26 unique values 0 missing
ATS7m	numeric	26 unique values 0 missing
ATSC1i	numeric	24 unique values 0 missing
ATSC2i	numeric	25 unique values 0 missing
ATSC7e	numeric	26 unique values 0 missing
ATSC7s	numeric	26 unique values 0 missing
ATSC8m	numeric	26 unique values 0 missing
BID	numeric	20 unique values 0 missing
CATS2D_07_DL	numeric	7 unique values 0 missing
Chi0_EA.bo.	numeric	25 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

371

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

370

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MaxSkewnessOfNumericAtts

3.28

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

0.01

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

0.57

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

11494.12

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

-0.59

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

3.59

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

1.31

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

0.55

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

67.17

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.71

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.35

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

AutoCorrelation

0.8

Average class difference between consecutive instances.

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.

ClassEntropy

Entropy of the target attribute values.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

0.25

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

Dimensionality

14.27

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

-0.06

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

3.77

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.

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

41.03

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

-0.02

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.9

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.85

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

MaxKurtosisOfNumericAtts

9.73

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-0.08

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

14952.31

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

1.1

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

99.73

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

9.03

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-2.57

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.27

Percentage of nominal attributes.

Quartile3MutualInformation

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

Show all 62 properties