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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4282

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL4282 (TID: 12666), and it has 2243 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	762 unique values 0 missing
molecule_id (row identifier)	nominal	2243 unique values 0 missing
Chi1_AEA.bo.	numeric	1378 unique values 0 missing
CATS2D_06_AP	numeric	5 unique values 0 missing
Chi1_AEA.dm.	numeric	1378 unique values 0 missing
NaaNH	numeric	4 unique values 0 missing
Chi1_AEA.ed.	numeric	1378 unique values 0 missing
SpDiam_EA.bo.	numeric	602 unique values 0 missing
Chi1_AEA.ri.	numeric	1378 unique values 0 missing
Eig01_EA.bo.	numeric	596 unique values 0 missing
Chi1_EA	numeric	1378 unique values 0 missing
SM11_AEA.ri.	numeric	596 unique values 0 missing
MWC05	numeric	824 unique values 0 missing
SpMax_EA.bo.	numeric	596 unique values 0 missing
Eig11_AEA.ed.	numeric	975 unique values 0 missing
NsssCH	numeric	11 unique values 0 missing
GATS2s	numeric	633 unique values 0 missing
CATS2D_02_PL	numeric	6 unique values 0 missing
Psi_e_A	numeric	757 unique values 0 missing
C.002	numeric	21 unique values 0 missing
Psi_i_A	numeric	757 unique values 0 missing
NaaaC	numeric	7 unique values 0 missing
nCsp3	numeric	34 unique values 0 missing
CATS2D_07_PL	numeric	9 unique values 0 missing
C.008	numeric	9 unique values 0 missing
DECC	numeric	1042 unique values 0 missing
SRW06	numeric	599 unique values 0 missing
CATS2D_06_PL	numeric	10 unique values 0 missing
X1Mad	numeric	1872 unique values 0 missing
Eig04_EA.ed.	numeric	1276 unique values 0 missing
Eig02_EA.ed.	numeric	1092 unique values 0 missing
SM13_AEA.dm.	numeric	1276 unique values 0 missing
SM11_AEA.dm.	numeric	1092 unique values 0 missing
CATS2D_09_PL	numeric	12 unique values 0 missing
Sv	numeric	1664 unique values 0 missing
IC2	numeric	1001 unique values 0 missing
Uindex	numeric	1646 unique values 0 missing
N.066	numeric	9 unique values 0 missing
SpMax8_Bh.m.	numeric	852 unique values 0 missing
nRNH2	numeric	9 unique values 0 missing
Eig12_EA.ed.	numeric	1143 unique values 0 missing
CATS2D_07_AA	numeric	10 unique values 0 missing
SM07_AEA.ri.	numeric	1143 unique values 0 missing
Eig13_AEA.ed.	numeric	921 unique values 0 missing
Eig06_AEA.dm.	numeric	1036 unique values 0 missing
Eig01_EA.dm.	numeric	147 unique values 0 missing
H.052	numeric	21 unique values 0 missing
SpMax_EA.dm.	numeric	147 unique values 0 missing
X4v	numeric	1721 unique values 0 missing
SsssCH	numeric	816 unique values 0 missing
X3	numeric	1532 unique values 0 missing
SaaNH	numeric	522 unique values 0 missing
CSI	numeric	975 unique values 0 missing
CATS2D_03_AP	numeric	6 unique values 0 missing
O.	numeric	129 unique values 0 missing
SpMin5_Bh.e.	numeric	746 unique values 0 missing
Eig13_AEA.ri.	numeric	1181 unique values 0 missing
SpMin1_Bh.s.	numeric	425 unique values 0 missing
SpMaxA_EA	numeric	170 unique values 0 missing
MATS3e	numeric	418 unique values 0 missing
IDDM	numeric	520 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
Chi0_EA.ri.	numeric	1927 unique values 0 missing
SpMax2_Bh.e.	numeric	391 unique values 0 missing
Eig15_AEA.ri.	numeric	1215 unique values 0 missing
GATS6v	numeric	472 unique values 0 missing
nSK	numeric	67 unique values 0 missing
P_VSA_LogP_2	numeric	494 unique values 0 missing
CATS2D_03_DP	numeric	5 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
UNIP	numeric	328 unique values 0 missing
SpMin5_Bh.i.	numeric	738 unique values 0 missing
SpAD_AEA.bo.	numeric	1731 unique values 0 missing
SM03_EA.bo.	numeric	142 unique values 0 missing
ATS4v	numeric	1084 unique values 0 missing
nCconj	numeric	11 unique values 0 missing
P_VSA_m_2	numeric	1886 unique values 0 missing
nCs	numeric	25 unique values 0 missing
SM06_AEA.bo.	numeric	848 unique values 0 missing
CATS2D_08_PL	numeric	9 unique values 0 missing
GGI10	numeric	378 unique values 0 missing
Eig06_EA.ed.	numeric	1333 unique values 0 missing
X1	numeric	1158 unique values 0 missing
SM15_AEA.dm.	numeric	1333 unique values 0 missing
Eig07_EA.ri.	numeric	961 unique values 0 missing
SpMin4_Bh.v.	numeric	615 unique values 0 missing
SaaN	numeric	1548 unique values 0 missing
SpMin5_Bh.v.	numeric	683 unique values 0 missing
S1K	numeric	1331 unique values 0 missing
Eig13_AEA.bo.	numeric	1020 unique values 0 missing
SpMaxA_AEA.ed.	numeric	292 unique values 0 missing
GATS6p	numeric	564 unique values 0 missing
SpMaxA_AEA.bo.	numeric	226 unique values 0 missing
ATSC7m	numeric	2086 unique values 0 missing
ATS3v	numeric	993 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IDM	numeric	1200 unique values 0 missing
SAdon	numeric	145 unique values 0 missing
SpMax7_Bh.p.	numeric	804 unique values 0 missing
Eig02_EA	numeric	654 unique values 0 missing
ATSC1v	numeric	1682 unique values 0 missing
SM10_AEA.bo.	numeric	654 unique values 0 missing
CID	numeric	719 unique values 0 missing
Eig01_AEA.bo.	numeric	511 unique values 0 missing
ATS3p	numeric	1036 unique values 0 missing
SpMax_AEA.bo.	numeric	511 unique values 0 missing
H.	numeric	234 unique values 0 missing
SpMax4_Bh.e.	numeric	717 unique values 0 missing
SpMax6_Bh.m.	numeric	847 unique values 0 missing
Eig07_AEA.bo.	numeric	878 unique values 0 missing
ATSC2v	numeric	1836 unique values 0 missing
Eig09_EA.ed.	numeric	1252 unique values 0 missing
Xt	numeric	169 unique values 0 missing
SM04_AEA.ri.	numeric	1252 unique values 0 missing
Eig11_EA	numeric	885 unique values 0 missing
Eig01_EA.ri.	numeric	550 unique values 0 missing
SM05_AEA.dm.	numeric	885 unique values 0 missing
SpMax_EA.ri.	numeric	550 unique values 0 missing
Eig08_AEA.dm.	numeric	1028 unique values 0 missing
Eig03_AEA.bo.	numeric	696 unique values 0 missing
ATSC5m	numeric	2094 unique values 0 missing
SpMax5_Bh.p.	numeric	818 unique values 0 missing
ATS2p	numeric	947 unique values 0 missing
Eig09_AEA.ed.	numeric	1027 unique values 0 missing
ATS5v	numeric	1149 unique values 0 missing
SM12_EA.dm.	numeric	394 unique values 0 missing
Eig10_EA.bo.	numeric	1026 unique values 0 missing
ATSC6m	numeric	2094 unique values 0 missing
Rbrid	numeric	9 unique values 0 missing
Eig15_AEA.ed.	numeric	955 unique values 0 missing
Eta_epsi_A	numeric	249 unique values 0 missing
nPyrroles	numeric	4 unique values 0 missing
Eig15_EA.ri.	numeric	1200 unique values 0 missing
CATS2D_05_PL	numeric	10 unique values 0 missing
Se	numeric	1619 unique values 0 missing
P_VSA_e_3	numeric	508 unique values 0 missing
ATS8i	numeric	1314 unique values 0 missing
SpMin2_Bh.s.	numeric	500 unique values 0 missing
X5v	numeric	1620 unique values 0 missing
SpMin4_Bh.m.	numeric	643 unique values 0 missing
HDcpx	numeric	344 unique values 0 missing
Eig02_AEA.dm.	numeric	812 unique values 0 missing
Eig10_AEA.ri.	numeric	1044 unique values 0 missing
SpMax5_Bh.v.	numeric	797 unique values 0 missing
P_VSA_LogP_5	numeric	1385 unique values 0 missing
ATSC4p	numeric	1991 unique values 0 missing
RDCHI	numeric	1231 unique values 0 missing
NssCH2	numeric	27 unique values 0 missing
Chi0_AEA.bo.	numeric	1111 unique values 0 missing
Eta_C	numeric	2091 unique values 0 missing
Chi0_AEA.dm.	numeric	1111 unique values 0 missing
ATSC8m	numeric	2076 unique values 0 missing
Chi0_AEA.ed.	numeric	1111 unique values 0 missing
Eig12_AEA.dm.	numeric	995 unique values 0 missing
Chi0_AEA.ri.	numeric	1111 unique values 0 missing
SpMin2_Bh.v.	numeric	318 unique values 0 missing
Chi0_EA	numeric	1111 unique values 0 missing
ATSC6v	numeric	2040 unique values 0 missing
ATSC8v	numeric	2037 unique values 0 missing
SpMin4_Bh.i.	numeric	725 unique values 0 missing
ATSC1i	numeric	842 unique values 0 missing
Eig13_AEA.dm.	numeric	1071 unique values 0 missing
SpMin5_Bh.p.	numeric	686 unique values 0 missing
RBF	numeric	185 unique values 0 missing
ATS7m	numeric	1186 unique values 0 missing
SpMin3_Bh.v.	numeric	470 unique values 0 missing
ATSC2p	numeric	1790 unique values 0 missing
Eig09_AEA.dm.	numeric	1022 unique values 0 missing
IVDM	numeric	531 unique values 0 missing
SpMin4_Bh.e.	numeric	712 unique values 0 missing
IC3	numeric	961 unique values 0 missing
SpMax4_Bh.i.	numeric	683 unique values 0 missing
Eig15_EA.ed.	numeric	1234 unique values 0 missing
Eig11_EA.bo.	numeric	1021 unique values 0 missing
SM10_AEA.ri.	numeric	1234 unique values 0 missing
ATSC4m	numeric	2086 unique values 0 missing
Eig10_EA.ri.	numeric	1047 unique values 0 missing
Si	numeric	1650 unique values 0 missing
X1sol	numeric	1343 unique values 0 missing
Eig13_EA.ed.	numeric	1169 unique values 0 missing
IC4	numeric	902 unique values 0 missing
SM08_AEA.ri.	numeric	1169 unique values 0 missing
SpMin6_Bh.p.	numeric	730 unique values 0 missing
Eig13_EA.bo.	numeric	1123 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
ATS4i	numeric	1166 unique values 0 missing
AECC	numeric	1207 unique values 0 missing
ATS4e	numeric	1119 unique values 0 missing
TIC1	numeric	1878 unique values 0 missing
ATS3e	numeric	1054 unique values 0 missing
Eig04_AEA.ed.	numeric	882 unique values 0 missing
ATSC7p	numeric	2007 unique values 0 missing
SpMax6_Bh.i.	numeric	778 unique values 0 missing
ATS2e	numeric	972 unique values 0 missing
CATS2D_09_LL	numeric	41 unique values 0 missing
ATS2i	numeric	1028 unique values 0 missing
SpMax4_Bh.m.	numeric	705 unique values 0 missing
MATS4i	numeric	449 unique values 0 missing
SpAD_AEA.ri.	numeric	2066 unique values 0 missing
N.073	numeric	4 unique values 0 missing
Eig12_AEA.ed.	numeric	942 unique values 0 missing
ATSC6p	numeric	2018 unique values 0 missing
SpMin2_Bh.p.	numeric	309 unique values 0 missing
SpMax2_Bh.m.	numeric	453 unique values 0 missing
P_VSA_MR_7	numeric	251 unique values 0 missing
Eig04_EA.bo.	numeric	872 unique values 0 missing
SM14_AEA.ri.	numeric	872 unique values 0 missing
SpMax7_Bh.e.	numeric	823 unique values 0 missing
SpMin4_Bh.p.	numeric	627 unique values 0 missing
Eig14_AEA.dm.	numeric	1094 unique values 0 missing
Eta_L	numeric	1766 unique values 0 missing
ATS6e	numeric	1204 unique values 0 missing
ON1V	numeric	1471 unique values 0 missing
nPyridines	numeric	5 unique values 0 missing
S2K	numeric	1505 unique values 0 missing
SAtot	numeric	1905 unique values 0 missing
ATSC3m	numeric	2019 unique values 0 missing
ATSC7v	numeric	2043 unique values 0 missing
Eig14_EA.ed.	numeric	1207 unique values 0 missing
SM09_AEA.ri.	numeric	1207 unique values 0 missing
SpMin5_Bh.m.	numeric	738 unique values 0 missing
ATS7i	numeric	1294 unique values 0 missing
ATS3i	numeric	1071 unique values 0 missing
SpMin6_Bh.s.	numeric	738 unique values 0 missing
SRW09	numeric	140 unique values 0 missing
Eig12_EA.ri.	numeric	1077 unique values 0 missing
Eig10_AEA.bo.	numeric	946 unique values 0 missing
P_VSA_MR_5	numeric	1529 unique values 0 missing
nBT	numeric	122 unique values 0 missing
SpMax4_Bh.v.	numeric	787 unique values 0 missing
SpMin8_Bh.v.	numeric	772 unique values 0 missing
P_VSA_s_5	numeric	88 unique values 0 missing
Yindex	numeric	631 unique values 0 missing
TIC4	numeric	1336 unique values 0 missing
TIC3	numeric	1483 unique values 0 missing
SM06_EA.dm.	numeric	585 unique values 0 missing
Eig11_AEA.bo.	numeric	918 unique values 0 missing
SpDiam_EA.dm.	numeric	174 unique values 0 missing
ATS7p	numeric	1267 unique values 0 missing
SpMax5_Bh.e.	numeric	793 unique values 0 missing
ATSC5v	numeric	2051 unique values 0 missing
CATS2D_03_LL	numeric	37 unique values 0 missing
S3K	numeric	1565 unique values 0 missing
SpMin8_Bh.e.	numeric	756 unique values 0 missing
ATSC3p	numeric	1918 unique values 0 missing
SpMax2_Bh.v.	numeric	423 unique values 0 missing
VvdwZAZ	numeric	1722 unique values 0 missing
SpMax7_Bh.i.	numeric	793 unique values 0 missing
PHI	numeric	1540 unique values 0 missing
ATS7v	numeric	1254 unique values 0 missing
ATS5e	numeric	1167 unique values 0 missing
SpMin8_Bh.i.	numeric	736 unique values 0 missing
SpMin5_Bh.s.	numeric	777 unique values 0 missing
SsNH2	numeric	782 unique values 0 missing
ATS2v	numeric	926 unique values 0 missing
SpMax5_Bh.i.	numeric	764 unique values 0 missing
SpMin8_Bh.p.	numeric	787 unique values 0 missing
SpMax4_Bh.p.	numeric	795 unique values 0 missing
ATS7e	numeric	1269 unique values 0 missing
SpMAD_EA	numeric	181 unique values 0 missing
SpMin3_Bh.e.	numeric	539 unique values 0 missing
ATSC5p	numeric	1986 unique values 0 missing
SpMax5_Bh.m.	numeric	787 unique values 0 missing
GATS2e	numeric	800 unique values 0 missing
SpMaxA_EA.bo.	numeric	223 unique values 0 missing
ATS4p	numeric	1097 unique values 0 missing
Eig13_EA	numeric	961 unique values 0 missing
SM07_AEA.dm.	numeric	961 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
ATS6i	numeric	1246 unique values 0 missing
Eig13_EA.ri.	numeric	1151 unique values 0 missing
Eig14_EA.ri.	numeric	1152 unique values 0 missing
X5	numeric	1513 unique values 0 missing
Eig12_EA.bo.	numeric	1062 unique values 0 missing
Sp	numeric	1537 unique values 0 missing
SpMax3_Bh.v.	numeric	573 unique values 0 missing
ATSC3v	numeric	1951 unique values 0 missing
ATS5i	numeric	1225 unique values 0 missing
SM08_EA.bo.	numeric	1025 unique values 0 missing
SM09_EA.bo.	numeric	1096 unique values 0 missing
ATS1i	numeric	927 unique values 0 missing
C.006	numeric	11 unique values 0 missing
VvdwMG	numeric	1533 unique values 0 missing
Vx	numeric	1533 unique values 0 missing
ATS6v	numeric	1187 unique values 0 missing
ATS6p	numeric	1217 unique values 0 missing
nR09	numeric	7 unique values 0 missing
SM10_EA.dm.	numeric	416 unique values 0 missing
D.Dtr09	numeric	1039 unique values 0 missing
ATSC4v	numeric	2040 unique values 0 missing
SM06_EA.ri.	numeric	1041 unique values 0 missing
ATS8p	numeric	1281 unique values 0 missing
X1Kup	numeric	1837 unique values 0 missing
Psi_i_1	numeric	1903 unique values 0 missing
SpMin4_Bh.s.	numeric	732 unique values 0 missing
ATSC8p	numeric	1972 unique values 0 missing
SpMin2_Bh.m.	numeric	366 unique values 0 missing
Eig11_EA.ri.	numeric	1028 unique values 0 missing
Chi1_EA.bo.	numeric	1619 unique values 0 missing
C.027	numeric	7 unique values 0 missing
ATSC3i	numeric	1285 unique values 0 missing
MATS6m	numeric	480 unique values 0 missing
SpMin7_Bh.m.	numeric	731 unique values 0 missing
Eig03_AEA.ri.	numeric	747 unique values 0 missing
X1MulPer	numeric	1806 unique values 0 missing
PCD	numeric	1382 unique values 0 missing
Eig12_AEA.ri.	numeric	1114 unique values 0 missing
Eig02_AEA.ri.	numeric	668 unique values 0 missing
BID	numeric	195 unique values 0 missing
SpMin3_Bh.i.	numeric	571 unique values 0 missing
SpMin8_Bh.m.	numeric	753 unique values 0 missing
Eig14_AEA.ed.	numeric	965 unique values 0 missing
Eig10_EA.ed.	numeric	1201 unique values 0 missing
SM05_AEA.ri.	numeric	1201 unique values 0 missing
X1Per	numeric	1795 unique values 0 missing
SpMax3_Bh.p.	numeric	585 unique values 0 missing
TIC5	numeric	1299 unique values 0 missing
Eig12_EA	numeric	913 unique values 0 missing
SM06_AEA.dm.	numeric	913 unique values 0 missing
Eta_alpha	numeric	920 unique values 0 missing
Xindex	numeric	362 unique values 0 missing
SpMax7_Bh.v.	numeric	826 unique values 0 missing
SaaaC	numeric	1022 unique values 0 missing
Eig07_EA.bo.	numeric	920 unique values 0 missing
TIC2	numeric	1823 unique values 0 missing
C.031	numeric	4 unique values 0 missing
SpMax1_Bh.e.	numeric	274 unique values 0 missing
Eta_C_A	numeric	645 unique values 0 missing
ATS5p	numeric	1154 unique values 0 missing
X5sol	numeric	1522 unique values 0 missing
ATS8v	numeric	1276 unique values 0 missing
ATS1p	numeric	916 unique values 0 missing
P_VSA_MR_2	numeric	356 unique values 0 missing
MPC03	numeric	105 unique values 0 missing
nH	numeric	75 unique values 0 missing
SpMaxA_EA.ed.	numeric	426 unique values 0 missing
Eig03_EA.ed.	numeric	1198 unique values 0 missing
SM12_AEA.dm.	numeric	1198 unique values 0 missing
ATS1e	numeric	916 unique values 0 missing
SM08_EA.dm.	numeric	521 unique values 0 missing
Eig03_EA	numeric	688 unique values 0 missing
SM11_AEA.bo.	numeric	688 unique values 0 missing
CATS2D_07_DA	numeric	9 unique values 0 missing
SpMax1_Bh.s.	numeric	322 unique values 0 missing
Rperim	numeric	42 unique values 0 missing
ATS8e	numeric	1323 unique values 0 missing
Eig01_AEA.ed.	numeric	653 unique values 0 missing
SpMax_AEA.ed.	numeric	653 unique values 0 missing
ISIZ	numeric	114 unique values 0 missing
nAT	numeric	114 unique values 0 missing
nCONN	numeric	3 unique values 0 missing
ATS1v	numeric	896 unique values 0 missing
Chi0_EA.bo.	numeric	1551 unique values 0 missing
Eig11_AEA.dm.	numeric	1016 unique values 0 missing
Psi_i_0	numeric	1774 unique values 0 missing
CATS2D_03_PL	numeric	7 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

2243

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.

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

6.27

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

20.38

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.78

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.29

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

AutoCorrelation

0.15

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

2.84

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

Dimensionality

0.16

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

0.53

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

3.62

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.

MeanStdDevOfNumericAtts

9.07

Mean standard deviation of 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.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

0.18

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinKurtosisOfNumericAtts

-0.75

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.71

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

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

152.34

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-0.22

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

887.4

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

6.33

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

99.72

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

8.46

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-7.55

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.28

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxSkewnessOfNumericAtts

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

0.03

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

1.65

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

539.36

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

1.14

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

3.32

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

Show all 62 properties