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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL325

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL325 (TID: 12697), and it has 1891 rows and 354 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.

356 features

pXC50 (target)	numeric	732 unique values 0 missing
molecule_id (row identifier)	nominal	1891 unique values 0 missing
nCIR	numeric	15 unique values 0 missing
MPC07	numeric	209 unique values 0 missing
piPC06	numeric	1010 unique values 0 missing
TRS	numeric	37 unique values 0 missing
MPC06	numeric	179 unique values 0 missing
Rperim	numeric	35 unique values 0 missing
piPC08	numeric	1111 unique values 0 missing
piPC07	numeric	1091 unique values 0 missing
piPC09	numeric	1160 unique values 0 missing
nCIC	numeric	9 unique values 0 missing
PW5	numeric	64 unique values 0 missing
X5sol	numeric	1364 unique values 0 missing
piPC10	numeric	1149 unique values 0 missing
piPC04	numeric	841 unique values 0 missing
X5	numeric	1314 unique values 0 missing
TPC	numeric	909 unique values 0 missing
SpMax1_Bh.i.	numeric	299 unique values 0 missing
MPC05	numeric	170 unique values 0 missing
MWC10	numeric	956 unique values 0 missing
SM04_EA.dm.	numeric	550 unique values 0 missing
Wap	numeric	1288 unique values 0 missing
TWC	numeric	936 unique values 0 missing
MWC09	numeric	916 unique values 0 missing
X5v	numeric	1408 unique values 0 missing
piPC03	numeric	681 unique values 0 missing
SM08_EA.dm.	numeric	483 unique values 0 missing
MPC04	numeric	135 unique values 0 missing
IC3	numeric	914 unique values 0 missing
D.Dtr05	numeric	819 unique values 0 missing
MPC08	numeric	235 unique values 0 missing
X4v	numeric	1500 unique values 0 missing
MAXDP	numeric	1336 unique values 0 missing
X4sol	numeric	1375 unique values 0 missing
MPC10	numeric	279 unique values 0 missing
MWC08	numeric	920 unique values 0 missing
Qindex	numeric	43 unique values 0 missing
MWC07	numeric	863 unique values 0 missing
CATS2D_07_LL	numeric	36 unique values 0 missing
MPC09	numeric	255 unique values 0 missing
SpMin5_Bh.m.	numeric	674 unique values 0 missing
X3sol	numeric	1372 unique values 0 missing
MPC03	numeric	118 unique values 0 missing
X4	numeric	1334 unique values 0 missing
SM14_EA.dm.	numeric	372 unique values 0 missing
CATS2D_05_DL	numeric	22 unique values 0 missing
nBM	numeric	37 unique values 0 missing
Uc	numeric	37 unique values 0 missing
CATS2D_09_LL	numeric	40 unique values 0 missing
SM10_EA.dm.	numeric	432 unique values 0 missing
nC	numeric	49 unique values 0 missing
Eig01_EA.ed.	numeric	784 unique values 0 missing
SM10_AEA.dm.	numeric	784 unique values 0 missing
SpMax_EA.ed.	numeric	784 unique values 0 missing
X2A	numeric	78 unique values 0 missing
CATS2D_05_AL	numeric	27 unique values 0 missing
SpMax1_Bh.v.	numeric	326 unique values 0 missing
PW4	numeric	82 unique values 0 missing
SRW09	numeric	71 unique values 0 missing
Eig07_EA.ri.	numeric	900 unique values 0 missing
ATS2p	numeric	863 unique values 0 missing
N.073	numeric	3 unique values 0 missing
Eig07_AEA.ri.	numeric	905 unique values 0 missing
X3	numeric	1327 unique values 0 missing
Eig12_AEA.ri.	numeric	1022 unique values 0 missing
MWC06	numeric	856 unique values 0 missing
Eig06_AEA.bo.	numeric	791 unique values 0 missing
SNar	numeric	235 unique values 0 missing
Xt	numeric	151 unique values 0 missing
MWC05	numeric	787 unique values 0 missing
nR05	numeric	4 unique values 0 missing
Eig07_EA	numeric	788 unique values 0 missing
SM15_AEA.bo.	numeric	788 unique values 0 missing
Eig13_AEA.ri.	numeric	1047 unique values 0 missing
Eig13_EA	numeric	834 unique values 0 missing
SM07_AEA.dm.	numeric	834 unique values 0 missing
Eig06_EA.bo.	numeric	838 unique values 0 missing
Eig01_AEA.dm.	numeric	340 unique values 0 missing
SpMax_AEA.dm.	numeric	340 unique values 0 missing
nAB	numeric	25 unique values 0 missing
P_VSA_e_2	numeric	1532 unique values 0 missing
SRW05	numeric	9 unique values 0 missing
SRW07	numeric	23 unique values 0 missing
IC2	numeric	952 unique values 0 missing
X3v	numeric	1599 unique values 0 missing
Eig13_EA.ri.	numeric	1016 unique values 0 missing
SM06_EA.dm.	numeric	537 unique values 0 missing
Eig14_AEA.ed.	numeric	848 unique values 0 missing
piPC05	numeric	944 unique values 0 missing
Eig07_AEA.ed.	numeric	894 unique values 0 missing
Eig13_EA.ed.	numeric	1006 unique values 0 missing
SM08_AEA.ri.	numeric	1006 unique values 0 missing
nROH	numeric	6 unique values 0 missing
P_VSA_p_2	numeric	619 unique values 0 missing
Eig08_AEA.dm.	numeric	818 unique values 0 missing
Eta_betaP	numeric	67 unique values 0 missing
SM09_EA.dm.	numeric	260 unique values 0 missing
SM11_EA.dm.	numeric	250 unique values 0 missing
Eig06_AEA.ed.	numeric	844 unique values 0 missing
ATS4v	numeric	1005 unique values 0 missing
Eig07_EA.ed.	numeric	1106 unique values 0 missing
SM02_AEA.ri.	numeric	1106 unique values 0 missing
Eig06_EA.ed.	numeric	1104 unique values 0 missing
SM15_AEA.dm.	numeric	1104 unique values 0 missing
SM12_EA.dm.	numeric	394 unique values 0 missing
SpMin2_Bh.s.	numeric	448 unique values 0 missing
SpDiam_EA	numeric	531 unique values 0 missing
nCsp2	numeric	32 unique values 0 missing
X5A	numeric	52 unique values 0 missing
Eig14_AEA.ri.	numeric	1084 unique values 0 missing
ATSC8v	numeric	1764 unique values 0 missing
Eig01_EA	numeric	527 unique values 0 missing
SM09_AEA.bo.	numeric	527 unique values 0 missing
SpMax_EA	numeric	527 unique values 0 missing
MWC04	numeric	470 unique values 0 missing
nCar	numeric	28 unique values 0 missing
NsOH	numeric	8 unique values 0 missing
P_VSA_LogP_2	numeric	484 unique values 0 missing
SpDiam_EA.bo.	numeric	549 unique values 0 missing
GATS5s	numeric	867 unique values 0 missing
SpMax4_Bh.e.	numeric	625 unique values 0 missing
CATS2D_09_DA	numeric	14 unique values 0 missing
SsOH	numeric	655 unique values 0 missing
Ui	numeric	37 unique values 0 missing
Eig09_EA	numeric	749 unique values 0 missing
SM03_AEA.dm.	numeric	749 unique values 0 missing
SpMin6_Bh.p.	numeric	686 unique values 0 missing
SpDiam_EA.ed.	numeric	907 unique values 0 missing
SpAD_AEA.dm.	numeric	1664 unique values 0 missing
SssNH	numeric	1331 unique values 0 missing
SpMax7_Bh.v.	numeric	751 unique values 0 missing
H.048	numeric	4 unique values 0 missing
MATS8i	numeric	430 unique values 0 missing
SpMax7_Bh.p.	numeric	735 unique values 0 missing
SpMAD_EA.dm.	numeric	562 unique values 0 missing
ATS2v	numeric	860 unique values 0 missing
ATSC5i	numeric	1202 unique values 0 missing
MATS2s	numeric	368 unique values 0 missing
CATS2D_04_DL	numeric	16 unique values 0 missing
P_VSA_LogP_6	numeric	132 unique values 0 missing
NNRS	numeric	13 unique values 0 missing
Eig08_AEA.ri.	numeric	877 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SsNH2	numeric	344 unique values 0 missing
Eig10_AEA.dm.	numeric	806 unique values 0 missing
CATS2D_06_AL	numeric	23 unique values 0 missing
X0A	numeric	95 unique values 0 missing
HNar	numeric	283 unique values 0 missing
X1Mad	numeric	1585 unique values 0 missing
SpAD_EA.ri.	numeric	1783 unique values 0 missing
NRS	numeric	7 unique values 0 missing
SssCH2	numeric	1391 unique values 0 missing
Chi1_EA.ed.	numeric	1223 unique values 0 missing
MWC03	numeric	252 unique values 0 missing
ZM2	numeric	252 unique values 0 missing
Eig05_AEA.ed.	numeric	811 unique values 0 missing
Chi0_EA.ed.	numeric	1315 unique values 0 missing
SpMaxA_EA.ed.	numeric	365 unique values 0 missing
P_VSA_s_4	numeric	655 unique values 0 missing
CATS2D_01_LL	numeric	30 unique values 0 missing
GGI6	numeric	631 unique values 0 missing
Eig04_AEA.ri.	numeric	788 unique values 0 missing
ATSC6v	numeric	1771 unique values 0 missing
Eig09_EA.ri.	numeric	874 unique values 0 missing
SpMaxA_EA.dm.	numeric	162 unique values 0 missing
GNar	numeric	292 unique values 0 missing
ATSC7v	numeric	1765 unique values 0 missing
Eig05_EA.ed.	numeric	1060 unique values 0 missing
SM14_AEA.dm.	numeric	1060 unique values 0 missing
CATS2D_03_DA	numeric	9 unique values 0 missing
Eig09_AEA.ri.	numeric	903 unique values 0 missing
Eig15_AEA.ri.	numeric	1060 unique values 0 missing
RDSQ	numeric	1457 unique values 0 missing
Eig10_AEA.ed.	numeric	782 unique values 0 missing
SRW10	numeric	868 unique values 0 missing
Eig04_EA	numeric	700 unique values 0 missing
SM12_AEA.bo.	numeric	700 unique values 0 missing
AMR	numeric	1624 unique values 0 missing
X4A	numeric	60 unique values 0 missing
P_VSA_MR_3	numeric	34 unique values 0 missing
SpMin5_Bh.s.	numeric	734 unique values 0 missing
SRW08	numeric	813 unique values 0 missing
SpDiam_AEA.dm.	numeric	364 unique values 0 missing
ATS3v	numeric	928 unique values 0 missing
X1sol	numeric	1130 unique values 0 missing
Eig01_AEA.bo.	numeric	504 unique values 0 missing
SpMax_AEA.bo.	numeric	504 unique values 0 missing
CATS2D_01_DD	numeric	3 unique values 0 missing
PCD	numeric	1157 unique values 0 missing
ATS6p	numeric	1146 unique values 0 missing
SpMin6_Bh.m.	numeric	702 unique values 0 missing
Chi1_AEA.bo.	numeric	1162 unique values 0 missing
Chi1_AEA.dm.	numeric	1162 unique values 0 missing
Chi1_AEA.ed.	numeric	1162 unique values 0 missing
Chi1_AEA.ri.	numeric	1162 unique values 0 missing
Chi1_EA	numeric	1162 unique values 0 missing
SpAD_AEA.bo.	numeric	1497 unique values 0 missing
Eig09_AEA.dm.	numeric	804 unique values 0 missing
IC5	numeric	816 unique values 0 missing
CID	numeric	624 unique values 0 missing
P_VSA_m_2	numeric	1549 unique values 0 missing
SM09_EA	numeric	984 unique values 0 missing
SM08_EA	numeric	990 unique values 0 missing
SM13_EA	numeric	1070 unique values 0 missing
SM10_EA	numeric	1042 unique values 0 missing
SM05_EA.ed.	numeric	952 unique values 0 missing
Chi0_AEA.bo.	numeric	939 unique values 0 missing
Chi0_AEA.dm.	numeric	939 unique values 0 missing
Chi0_AEA.ed.	numeric	939 unique values 0 missing
Chi0_AEA.ri.	numeric	939 unique values 0 missing
Chi0_EA	numeric	939 unique values 0 missing
P_VSA_i_2	numeric	1524 unique values 0 missing
SM15_EA	numeric	1119 unique values 0 missing
SM11_EA	numeric	1043 unique values 0 missing
SM12_EA	numeric	1112 unique values 0 missing
SRW06	numeric	524 unique values 0 missing
SpMax1_Bh.e.	numeric	299 unique values 0 missing
CATS2D_06_DL	numeric	23 unique values 0 missing
RFD	numeric	50 unique values 0 missing
Eig05_AEA.ri.	numeric	882 unique values 0 missing
RCI	numeric	57 unique values 0 missing
ATSC5v	numeric	1762 unique values 0 missing
Eig06_EA.ri.	numeric	907 unique values 0 missing
CATS2D_07_DL	numeric	20 unique values 0 missing
TIC2	numeric	1603 unique values 0 missing
Eig05_EA.ri.	numeric	897 unique values 0 missing
nRNHO	numeric	3 unique values 0 missing
ATS6v	numeric	1103 unique values 0 missing
SpMin8_Bh.s.	numeric	569 unique values 0 missing
SpAD_EA	numeric	1432 unique values 0 missing
ATS7p	numeric	1185 unique values 0 missing
Eig04_EA.ri.	numeric	797 unique values 0 missing
SpMin7_Bh.s.	numeric	679 unique values 0 missing
SM12_EA.ed.	numeric	1142 unique values 0 missing
ATSC2m	numeric	1586 unique values 0 missing
SaaCH	numeric	1739 unique values 0 missing
GGI8	numeric	498 unique values 0 missing
SRW04	numeric	177 unique values 0 missing
Eig01_EA.dm.	numeric	135 unique values 0 missing
SpMax_EA.dm.	numeric	135 unique values 0 missing
AAC	numeric	518 unique values 0 missing
IC0	numeric	518 unique values 0 missing
P_VSA_LogP_3	numeric	292 unique values 0 missing
SpMax2_Bh.i.	numeric	338 unique values 0 missing
SM10_AEA.ed.	numeric	1025 unique values 0 missing
CATS2D_06_PL	numeric	7 unique values 0 missing
C.033	numeric	4 unique values 0 missing
ATS7v	numeric	1170 unique values 0 missing
Eig05_EA	numeric	774 unique values 0 missing
SM13_AEA.bo.	numeric	774 unique values 0 missing
SpAD_AEA.ri.	numeric	1788 unique values 0 missing
SM06_EA.bo.	numeric	916 unique values 0 missing
MWC02	numeric	127 unique values 0 missing
ZM1	numeric	127 unique values 0 missing
CATS2D_08_DL	numeric	16 unique values 0 missing
SM11_AEA.ed.	numeric	1041 unique values 0 missing
MPC01	numeric	66 unique values 0 missing
MWC01	numeric	66 unique values 0 missing
nBO	numeric	66 unique values 0 missing
SRW02	numeric	66 unique values 0 missing
JGI5	numeric	37 unique values 0 missing
MATS1s	numeric	234 unique values 0 missing
IC4	numeric	829 unique values 0 missing
Eig06_AEA.ri.	numeric	911 unique values 0 missing
SpMin8_Bh.v.	numeric	727 unique values 0 missing
SM02_EA.ri.	numeric	840 unique values 0 missing
X1	numeric	987 unique values 0 missing
SpMin6_Bh.i.	numeric	688 unique values 0 missing
Eig13_AEA.bo.	numeric	837 unique values 0 missing
SpMin8_Bh.p.	numeric	728 unique values 0 missing
nArCO	numeric	3 unique values 0 missing
ATSC6i	numeric	1223 unique values 0 missing
Pol	numeric	100 unique values 0 missing
MAXDN	numeric	955 unique values 0 missing
SM13_EA.dm.	numeric	244 unique values 0 missing
Mi	numeric	80 unique values 0 missing
BBI	numeric	86 unique values 0 missing
MPC02	numeric	86 unique values 0 missing
SM02_EA	numeric	86 unique values 0 missing
GGI7	numeric	582 unique values 0 missing
SM03_AEA.ed.	numeric	677 unique values 0 missing
JGI8	numeric	20 unique values 0 missing
SM14_AEA.ed.	numeric	1090 unique values 0 missing
MATS4s	numeric	329 unique values 0 missing
Eig06_EA	numeric	797 unique values 0 missing
SM14_AEA.bo.	numeric	797 unique values 0 missing
Eig08_EA.ed.	numeric	1040 unique values 0 missing
SM03_AEA.ri.	numeric	1040 unique values 0 missing
NssNH	numeric	9 unique values 0 missing
SM02_EA.ed.	numeric	478 unique values 0 missing
SpMax3_Bh.v.	numeric	570 unique values 0 missing
P_VSA_s_5	numeric	67 unique values 0 missing
GATS6i	numeric	435 unique values 0 missing
SpMin7_Bh.m.	numeric	714 unique values 0 missing
ATS5m	numeric	1074 unique values 0 missing
Eig08_EA	numeric	777 unique values 0 missing
SM02_AEA.dm.	numeric	777 unique values 0 missing
SM08_AEA.bo.	numeric	904 unique values 0 missing
X1v	numeric	1534 unique values 0 missing
ATS8p	numeric	1230 unique values 0 missing
SpMin6_Bh.s.	numeric	675 unique values 0 missing
SM06_AEA.ed.	numeric	925 unique values 0 missing
BIC0	numeric	202 unique values 0 missing
SM04_EA.ed.	numeric	993 unique values 0 missing
SM13_AEA.ed.	numeric	1055 unique values 0 missing
MATS3s	numeric	460 unique values 0 missing
CIC0	numeric	966 unique values 0 missing
Eig12_EA	numeric	804 unique values 0 missing
SM06_AEA.dm.	numeric	804 unique values 0 missing
Eig12_AEA.bo.	numeric	814 unique values 0 missing
SM07_EA	numeric	605 unique values 0 missing
Eig01_EA.bo.	numeric	538 unique values 0 missing
SM11_AEA.ri.	numeric	538 unique values 0 missing
SpMax_EA.bo.	numeric	538 unique values 0 missing
CIC1	numeric	1046 unique values 0 missing
SM09_AEA.ed.	numeric	1026 unique values 0 missing
ON1V	numeric	1214 unique values 0 missing
Eig07_AEA.dm.	numeric	866 unique values 0 missing
SaaN	numeric	774 unique values 0 missing
TPSA.NO.	numeric	608 unique values 0 missing
Xindex	numeric	383 unique values 0 missing
SIC1	numeric	320 unique values 0 missing
ATS5p	numeric	1077 unique values 0 missing
Psi_i_0	numeric	1494 unique values 0 missing
TIC1	numeric	1533 unique values 0 missing
SM03_AEA.bo.	numeric	722 unique values 0 missing
Chi0_EA.bo.	numeric	1288 unique values 0 missing
SpMin1_Bh.v.	numeric	215 unique values 0 missing
Rbrid	numeric	9 unique values 0 missing
SpMin5_Bh.e.	numeric	705 unique values 0 missing
SpMax7_Bh.m.	numeric	756 unique values 0 missing
Eig13_EA.bo.	numeric	946 unique values 0 missing
SM15_EA.dm.	numeric	241 unique values 0 missing
O.056	numeric	6 unique values 0 missing
ATS8i	numeric	1231 unique values 0 missing
SpMin1_Bh.p.	numeric	204 unique values 0 missing
SM03_EA.ed.	numeric	376 unique values 0 missing
SM02_AEA.ed.	numeric	254 unique values 0 missing
SM07_AEA.ed.	numeric	950 unique values 0 missing
ATSC4v	numeric	1755 unique values 0 missing
SpMin6_Bh.e.	numeric	707 unique values 0 missing
Eig15_EA.ri.	numeric	1052 unique values 0 missing
Eig01_AEA.ed.	numeric	562 unique values 0 missing
SpMax_AEA.ed.	numeric	562 unique values 0 missing
N.072	numeric	8 unique values 0 missing
Eig01_AEA.ri.	numeric	560 unique values 0 missing
SpMax_AEA.ri.	numeric	560 unique values 0 missing
C.039	numeric	3 unique values 0 missing
SpMin5_Bh.i.	numeric	702 unique values 0 missing
GATS8i	numeric	471 unique values 0 missing
SM14_EA.ed.	numeric	1115 unique values 0 missing
ATS7i	numeric	1200 unique values 0 missing
SM06_EA	numeric	869 unique values 0 missing
SpMin8_Bh.i.	numeric	717 unique values 0 missing
CATS2D_08_LL	numeric	37 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

1891

Number of instances (rows) of the dataset.

NumberOfFeatures

356

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

355

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

99.72

Percentage of numeric attributes.

PercentageOfSymbolicFeatures

0.28

Percentage of nominal attributes.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile1KurtosisOfNumericAtts

2.05

First quartile of kurtosis among attributes of the numeric type.

Quartile1MeansOfNumericAtts

1.56

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

0.33

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Quartile2KurtosisOfNumericAtts

3.91

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

Quartile2MeansOfNumericAtts

4.1

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

0.21

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

Quartile2StdDevOfNumericAtts

0.64

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

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

Quartile3KurtosisOfNumericAtts

6.93

Third quartile of kurtosis among attributes of the numeric type.

Quartile3MeansOfNumericAtts

10.05

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

1.44

Third quartile of skewness among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

2.64

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

AutoCorrelation

0.1

Average class difference between consecutive instances.

MeanMeansOfNumericAtts

93.73

Mean of means among attributes of the numeric type.

ClassEntropy

Entropy of the target attribute values.

Dimensionality

0.19

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

1203.62

Maximum kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

28894.4

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

31.08

Maximum skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

86646.65

Maximum standard deviation of attributes of the numeric type.

MeanAttributeEntropy

Average entropy of the attributes.

MeanKurtosisOfNumericAtts

9.48

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

0.48

Mean skewness among attributes of the numeric type.

MeanStdDevOfNumericAtts

248.21

Mean standard deviation of attributes of the numeric type.

MinAttributeEntropy

Minimal entropy among attributes.

MinKurtosisOfNumericAtts

-1.86