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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1824

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: CHEMBL1824 (TID: 188), and it has 2230 rows and 352 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.

354 features

pXC50 (target)	numeric	801 unique values 0 missing
molecule_id (row identifier)	nominal	2230 unique values 0 missing
Eig01_EA.bo.	numeric	567 unique values 0 missing
C.030	numeric	3 unique values 0 missing
SM11_AEA.ri.	numeric	567 unique values 0 missing
nArNHR	numeric	4 unique values 0 missing
SpMax_EA.bo.	numeric	567 unique values 0 missing
SssNH	numeric	1305 unique values 0 missing
Eig14_AEA.ri.	numeric	1224 unique values 0 missing
nPyrimidines	numeric	3 unique values 0 missing
Xu	numeric	1662 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
nCb.	numeric	17 unique values 0 missing
C.029	numeric	5 unique values 0 missing
Eta_alpha	numeric	966 unique values 0 missing
CATS2D_07_AA	numeric	9 unique values 0 missing
TIC1	numeric	1824 unique values 0 missing
ATSC2m	numeric	1933 unique values 0 missing
Eig08_AEA.ri.	numeric	972 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
ATSC2p	numeric	1791 unique values 0 missing
Eig03_EA.dm.	numeric	119 unique values 0 missing
SpMin3_Bh.v.	numeric	474 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
Eig08_EA	numeric	880 unique values 0 missing
SssO	numeric	969 unique values 0 missing
SM02_AEA.dm.	numeric	880 unique values 0 missing
SpMin3_Bh.s.	numeric	611 unique values 0 missing
ATS1s	numeric	880 unique values 0 missing
CATS2D_04_DA	numeric	8 unique values 0 missing
SpMaxA_EA.bo.	numeric	198 unique values 0 missing
IC4	numeric	897 unique values 0 missing
Eig10_AEA.dm.	numeric	1042 unique values 0 missing
ICR	numeric	754 unique values 0 missing
GMTIV	numeric	1999 unique values 0 missing
Eig11_EA	numeric	906 unique values 0 missing
ATS4v	numeric	1028 unique values 0 missing
SM05_AEA.dm.	numeric	906 unique values 0 missing
IAC	numeric	1609 unique values 0 missing
Eig11_AEA.dm.	numeric	1042 unique values 0 missing
TIC0	numeric	1609 unique values 0 missing
MDDD	numeric	1657 unique values 0 missing
Chi1_EA.bo.	numeric	1639 unique values 0 missing
DECC	numeric	1108 unique values 0 missing
Eig15_AEA.dm.	numeric	1168 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
Eig12_AEA.bo.	numeric	967 unique values 0 missing
MATS1p	numeric	335 unique values 0 missing
SpMax8_Bh.p.	numeric	755 unique values 0 missing
HVcpx	numeric	963 unique values 0 missing
Yindex	numeric	609 unique values 0 missing
Eig11_AEA.ri.	numeric	1060 unique values 0 missing
Eta_epsi	numeric	1320 unique values 0 missing
Eig13_AEA.dm.	numeric	1098 unique values 0 missing
IC3	numeric	951 unique values 0 missing
RDCHI	numeric	1236 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
Eig11_EA.bo.	numeric	1023 unique values 0 missing
CATS2D_05_LL	numeric	29 unique values 0 missing
Eig15_AEA.ri.	numeric	1232 unique values 0 missing
Eig14_AEA.dm.	numeric	1132 unique values 0 missing
P_VSA_LogP_7	numeric	172 unique values 0 missing
SpMin3_Bh.p.	numeric	447 unique values 0 missing
SNar	numeric	259 unique values 0 missing
Eig08_EA.ri.	numeric	961 unique values 0 missing
Xt	numeric	147 unique values 0 missing
Psi_i_0	numeric	1867 unique values 0 missing
Chi1_EA.ed.	numeric	1469 unique values 0 missing
Xindex	numeric	347 unique values 0 missing
Eig15_AEA.bo.	numeric	1033 unique values 0 missing
H.047	numeric	40 unique values 0 missing
Chi0_EA.ed.	numeric	1583 unique values 0 missing
Eig13_EA.ri.	numeric	1154 unique values 0 missing
CENT	numeric	1333 unique values 0 missing
P_VSA_e_1	numeric	57 unique values 0 missing
Eig11_EA.ri.	numeric	1061 unique values 0 missing
P_VSA_m_1	numeric	57 unique values 0 missing
CSI	numeric	1040 unique values 0 missing
P_VSA_v_1	numeric	57 unique values 0 missing
CATS2D_05_DA	numeric	12 unique values 0 missing
Eig03_EA	numeric	681 unique values 0 missing
IDMT	numeric	1710 unique values 0 missing
SM11_AEA.bo.	numeric	681 unique values 0 missing
ECC	numeric	670 unique values 0 missing
ATS6i	numeric	1187 unique values 0 missing
GMTI	numeric	1673 unique values 0 missing
X2	numeric	1556 unique values 0 missing
Eig15_EA.ri.	numeric	1191 unique values 0 missing
Eig10_EA.ri.	numeric	1028 unique values 0 missing
Eig12_EA.ri.	numeric	1086 unique values 0 missing
Eig13_AEA.ri.	numeric	1196 unique values 0 missing
Eig15_EA	numeric	1016 unique values 0 missing
X1MulPer	numeric	1773 unique values 0 missing
SM09_AEA.dm.	numeric	1016 unique values 0 missing
ATS4p	numeric	1039 unique values 0 missing
Chi0_EA.ri.	numeric	1969 unique values 0 missing
Psi_e_0	numeric	1764 unique values 0 missing
Eig12_EA	numeric	963 unique values 0 missing
O.060	numeric	6 unique values 0 missing
SM06_AEA.dm.	numeric	963 unique values 0 missing
SpMin4_Bh.p.	numeric	617 unique values 0 missing
Chi0_AEA.bo.	numeric	1129 unique values 0 missing
Psi_i_1	numeric	1933 unique values 0 missing
Chi0_AEA.dm.	numeric	1129 unique values 0 missing
SpAD_AEA.bo.	numeric	1741 unique values 0 missing
Chi0_AEA.ed.	numeric	1129 unique values 0 missing
SpMax8_Bh.v.	numeric	755 unique values 0 missing
Chi0_AEA.ri.	numeric	1129 unique values 0 missing
Eig10_EA.bo.	numeric	993 unique values 0 missing
Chi0_EA	numeric	1129 unique values 0 missing
Eig14_EA	numeric	1025 unique values 0 missing
X1sol	numeric	1433 unique values 0 missing
SM08_AEA.dm.	numeric	1025 unique values 0 missing
Eig12_AEA.ri.	numeric	1116 unique values 0 missing
Eig05_EA.ri.	numeric	945 unique values 0 missing
SpMaxA_AEA.bo.	numeric	204 unique values 0 missing
X1Per	numeric	1760 unique values 0 missing
Eig12_AEA.dm.	numeric	1065 unique values 0 missing
ATS1i	numeric	902 unique values 0 missing
Chi1_AEA.bo.	numeric	1453 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
Chi1_AEA.dm.	numeric	1453 unique values 0 missing
Sv	numeric	1777 unique values 0 missing
Chi1_AEA.ed.	numeric	1453 unique values 0 missing
Vindex	numeric	261 unique values 0 missing
Chi1_AEA.ri.	numeric	1453 unique values 0 missing
Eig04_EA.ri.	numeric	833 unique values 0 missing
Chi1_EA	numeric	1453 unique values 0 missing
Eig10_EA	numeric	918 unique values 0 missing
Eig15_EA.ed.	numeric	1234 unique values 0 missing
SM04_AEA.dm.	numeric	918 unique values 0 missing
SM10_AEA.ri.	numeric	1234 unique values 0 missing
P_VSA_MR_1	numeric	133 unique values 0 missing
CID	numeric	682 unique values 0 missing
Eig11_EA.ed.	numeric	1164 unique values 0 missing
Eig11_AEA.bo.	numeric	923 unique values 0 missing
SM06_AEA.ri.	numeric	1164 unique values 0 missing
Eig15_EA.bo.	numeric	1153 unique values 0 missing
X1Kup	numeric	1842 unique values 0 missing
X1	numeric	1191 unique values 0 missing
Eig14_EA.ri.	numeric	1230 unique values 0 missing
CATS2D_02_AA	numeric	8 unique values 0 missing
MATS1i	numeric	491 unique values 0 missing
Eig15_AEA.ed.	numeric	963 unique values 0 missing
ATSC6v	numeric	2026 unique values 0 missing
S2K	numeric	1596 unique values 0 missing
Cl.089	numeric	6 unique values 0 missing
BID	numeric	179 unique values 0 missing
Eig13_EA.ed.	numeric	1160 unique values 0 missing
IDM	numeric	1191 unique values 0 missing
SM08_AEA.ri.	numeric	1160 unique values 0 missing
MPC01	numeric	57 unique values 0 missing
Eig09_EA	numeric	879 unique values 0 missing
MWC01	numeric	57 unique values 0 missing
SM03_AEA.dm.	numeric	879 unique values 0 missing
nBO	numeric	57 unique values 0 missing
ATSC1i	numeric	812 unique values 0 missing
SRW02	numeric	57 unique values 0 missing
DLS_cons	numeric	60 unique values 0 missing
XMOD	numeric	1994 unique values 0 missing
X5	numeric	1542 unique values 0 missing
H.049	numeric	5 unique values 0 missing
Eig14_EA.ed.	numeric	1213 unique values 0 missing
Eig10_AEA.ri.	numeric	1040 unique values 0 missing
SM09_AEA.ri.	numeric	1213 unique values 0 missing
SpAD_AEA.dm.	numeric	2019 unique values 0 missing
Eig01_EA.dm.	numeric	152 unique values 0 missing
X3	numeric	1550 unique values 0 missing
SpMax_EA.dm.	numeric	152 unique values 0 missing
Eig12_EA.bo.	numeric	1092 unique values 0 missing
X0	numeric	642 unique values 0 missing
HDcpx	numeric	315 unique values 0 missing
ATS1e	numeric	911 unique values 0 missing
SpAD_EA	numeric	1684 unique values 0 missing
VvdwMG	numeric	1632 unique values 0 missing
Eig12_EA.ed.	numeric	1206 unique values 0 missing
Vx	numeric	1632 unique values 0 missing
SM07_AEA.ri.	numeric	1206 unique values 0 missing
SaaN	numeric	1352 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
P_VSA_i_3	numeric	984 unique values 0 missing
MWC02	numeric	120 unique values 0 missing
Eig09_AEA.dm.	numeric	1050 unique values 0 missing
ZM1	numeric	120 unique values 0 missing
P_VSA_MR_7	numeric	251 unique values 0 missing
MWC03	numeric	240 unique values 0 missing
Eig10_AEA.bo.	numeric	886 unique values 0 missing
ZM2	numeric	240 unique values 0 missing
SpMax7_Bh.m.	numeric	799 unique values 0 missing
Eig08_EA.bo.	numeric	923 unique values 0 missing
Se	numeric	1727 unique values 0 missing
SpAD_EA.bo.	numeric	1739 unique values 0 missing
Sp	numeric	1603 unique values 0 missing
RDSQ	numeric	1709 unique values 0 missing
X0v	numeric	1805 unique values 0 missing
SpAD_AEA.ri.	numeric	2078 unique values 0 missing
Eig14_AEA.ed.	numeric	991 unique values 0 missing
SRW04	numeric	174 unique values 0 missing
SpAD_AEA.ed.	numeric	1679 unique values 0 missing
IDDM	numeric	467 unique values 0 missing
nSK	numeric	53 unique values 0 missing
piPC01	numeric	123 unique values 0 missing
SCBO	numeric	123 unique values 0 missing
DLS_03	numeric	6 unique values 0 missing
CATS2D_09_DL	numeric	18 unique values 0 missing
AMR	numeric	1996 unique values 0 missing
Psi_e_1	numeric	1691 unique values 0 missing
Chi1_EA.dm.	numeric	1791 unique values 0 missing
Eig14_AEA.bo.	numeric	1052 unique values 0 missing
Eig07_AEA.bo.	numeric	835 unique values 0 missing
JGI5	numeric	40 unique values 0 missing
nCsp3	numeric	28 unique values 0 missing
ZM2Kup	numeric	2046 unique values 0 missing
X0sol	numeric	993 unique values 0 missing
SpAD_EA.ri.	numeric	2088 unique values 0 missing
SpMax6_Bh.p.	numeric	757 unique values 0 missing
Eig08_AEA.bo.	numeric	852 unique values 0 missing
Eta_beta	numeric	214 unique values 0 missing
SpMax8_Bh.i.	numeric	751 unique values 0 missing
Eig13_AEA.ed.	numeric	921 unique values 0 missing
X4	numeric	1553 unique values 0 missing
SpAD_EA.ed.	numeric	1705 unique values 0 missing
SpMax4_Bh.i.	numeric	689 unique values 0 missing
MWC04	numeric	497 unique values 0 missing
Eig14_EA.bo.	numeric	1155 unique values 0 missing
SpMin5_Bh.p.	numeric	694 unique values 0 missing
ATS8m	numeric	1255 unique values 0 missing
ATS7m	numeric	1205 unique values 0 missing
SpMax7_Bh.p.	numeric	704 unique values 0 missing
piPC02	numeric	368 unique values 0 missing
SM02_EA.bo.	numeric	368 unique values 0 missing
SpMax6_Bh.v.	numeric	760 unique values 0 missing
MPC03	numeric	105 unique values 0 missing
Eta_FL	numeric	1773 unique values 0 missing
VvdwZAZ	numeric	1801 unique values 0 missing
ATS1v	numeric	859 unique values 0 missing
X1v	numeric	1848 unique values 0 missing
SAtot	numeric	1950 unique values 0 missing
SpMin5_Bh.v.	numeric	681 unique values 0 missing
ON0	numeric	207 unique values 0 missing
X3sol	numeric	1648 unique values 0 missing
SpMin5_Bh.m.	numeric	684 unique values 0 missing
Eig07_EA.ri.	numeric	949 unique values 0 missing
ATS3i	numeric	1053 unique values 0 missing
Eig10_AEA.ed.	numeric	971 unique values 0 missing
nHAcc	numeric	27 unique values 0 missing
SpMax4_Bh.e.	numeric	719 unique values 0 missing
Eig06_AEA.ed.	numeric	962 unique values 0 missing
Psi_i_s	numeric	1022 unique values 0 missing
Chi0_EA.dm.	numeric	1736 unique values 0 missing
Eig08_AEA.dm.	numeric	1033 unique values 0 missing
Eig04_EA	numeric	773 unique values 0 missing
SM12_AEA.bo.	numeric	773 unique values 0 missing
P_VSA_i_2	numeric	1904 unique values 0 missing
ZM1Kup	numeric	1926 unique values 0 missing
ON1V	numeric	1442 unique values 0 missing
Eig12_AEA.ed.	numeric	942 unique values 0 missing
N.	numeric	153 unique values 0 missing
ATSC3i	numeric	1205 unique values 0 missing
Eig07_AEA.ri.	numeric	972 unique values 0 missing
SpMax8_Bh.s.	numeric	954 unique values 0 missing
P_VSA_MR_5	numeric	1413 unique values 0 missing
GGI7	numeric	682 unique values 0 missing
S3K	numeric	1651 unique values 0 missing
SpMin7_Bh.i.	numeric	710 unique values 0 missing
Eig01_EA.ed.	numeric	826 unique values 0 missing
SM10_AEA.dm.	numeric	826 unique values 0 missing
SpMax_EA.ed.	numeric	826 unique values 0 missing
X5sol	numeric	1598 unique values 0 missing
P_VSA_m_2	numeric	1934 unique values 0 missing
ATS8s	numeric	1233 unique values 0 missing
ATSC2e	numeric	686 unique values 0 missing
CATS2D_09_AA	numeric	7 unique values 0 missing
DELS	numeric	2106 unique values 0 missing
nC	numeric	46 unique values 0 missing
ATS2p	numeric	912 unique values 0 missing
NssO	numeric	6 unique values 0 missing
Eig06_AEA.ri.	numeric	976 unique values 0 missing
Uindex	numeric	1648 unique values 0 missing
ATSC1p	numeric	1601 unique values 0 missing
SpDiam_EA.bo.	numeric	569 unique values 0 missing
SpMin8_Bh.s.	numeric	591 unique values 0 missing
CATS2D_08_DL	numeric	18 unique values 0 missing
SpMax4_Bh.v.	numeric	795 unique values 0 missing
ATSC3m	numeric	2020 unique values 0 missing
ATS2s	numeric	984 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nCsp2	numeric	35 unique values 0 missing
SM03_AEA.ed.	numeric	747 unique values 0 missing
ATS8v	numeric	1234 unique values 0 missing
MWC06	numeric	876 unique values 0 missing
SpMaxA_AEA.ri.	numeric	192 unique values 0 missing
SpMin7_Bh.e.	numeric	713 unique values 0 missing
P_VSA_p_1	numeric	154 unique values 0 missing
SpMaxA_AEA.ed.	numeric	273 unique values 0 missing
Eig06_AEA.dm.	numeric	1033 unique values 0 missing
NaaaC	numeric	8 unique values 0 missing
NaaN	numeric	6 unique values 0 missing
N.075	numeric	6 unique values 0 missing
SM04_AEA.bo.	numeric	801 unique values 0 missing
SM04_EA	numeric	300 unique values 0 missing
SpMin6_Bh.m.	numeric	731 unique values 0 missing
SpMaxA_EA.ri.	numeric	155 unique values 0 missing
Eta_betaS	numeric	116 unique values 0 missing
ATSC6i	numeric	1319 unique values 0 missing
TIC2	numeric	1804 unique values 0 missing
SpMaxA_EA	numeric	151 unique values 0 missing
AECC	numeric	1213 unique values 0 missing
Qindex	numeric	47 unique values 0 missing
C.006	numeric	12 unique values 0 missing
X2v	numeric	1847 unique values 0 missing
SpMaxA_EA.ed.	numeric	392 unique values 0 missing
P_VSA_i_4	numeric	598 unique values 0 missing
ATS7s	numeric	1197 unique values 0 missing
VAR	numeric	312 unique values 0 missing
IDE	numeric	1013 unique values 0 missing
TIC4	numeric	1302 unique values 0 missing
Eig01_AEA.ed.	numeric	582 unique values 0 missing
SpMax_AEA.ed.	numeric	582 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
S0K	numeric	375 unique values 0 missing
SRW10	numeric	872 unique values 0 missing
nH	numeric	53 unique values 0 missing
TIC3	numeric	1447 unique values 0 missing
IC2	numeric	1066 unique values 0 missing
Chi1_EA.ri.	numeric	1945 unique values 0 missing
TIC5	numeric	1285 unique values 0 missing
ATS6e	numeric	1181 unique values 0 missing
SpMax5_Bh.m.	numeric	794 unique values 0 missing
ATS5v	numeric	1103 unique values 0 missing
Chi0_EA.bo.	numeric	1578 unique values 0 missing
MSD	numeric	1512 unique values 0 missing
ATSC5i	numeric	1276 unique values 0 missing
SM02_EA.ed.	numeric	482 unique values 0 missing
ATS5e	numeric	1123 unique values 0 missing
X1Mad	numeric	1910 unique values 0 missing
SMTIV	numeric	1979 unique values 0 missing
ATS5p	numeric	1095 unique values 0 missing
MWC07	numeric	880 unique values 0 missing
UNIP	numeric	297 unique values 0 missing
Wap	numeric	1596 unique values 0 missing
SMTI	numeric	1666 unique values 0 missing
ATS4i	numeric	1097 unique values 0 missing
IDET	numeric	1708 unique values 0 missing
IVDM	numeric	489 unique values 0 missing
Eig08_EA.ed.	numeric	1243 unique values 0 missing
SM03_AEA.ri.	numeric	1243 unique values 0 missing
Eig04_AEA.ri.	numeric	850 unique values 0 missing
Dz	numeric	453 unique values 0 missing
Eig05_AEA.ri.	numeric	948 unique values 0 missing
P_VSA_s_2	numeric	106 unique values 0 missing
TPC	numeric	1189 unique values 0 missing
DLS_02	numeric	6 unique values 0 missing
IDDE	numeric	537 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

2230

Number of instances (rows) of the dataset.

NumberOfFeatures

354

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

353

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal 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.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Dimensionality

0.16

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

2.3

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

0.83

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

4.1

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

881.35

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

0.41

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-2

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.84

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

MaxKurtosisOfNumericAtts

160.73

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

59187.63

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

11.99

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

17.47

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-2.52

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

11.61

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

1.91

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

91761.36

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.9

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

5.32

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

1.45

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

9.78

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

615.64

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.57

First quartile of skewness among attributes of the numeric type.

AutoCorrelation

0.22

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.37

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

Show all 62 properties