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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1287624

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1287624

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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: CHEMBL1287624 (TID: 103626), and it has 20 rows and 408 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.

410 features

pXC50 (target)numeric5 unique values
0 missing
molecule_id (row identifier)nominal20 unique values
0 missing
ALOGPnumeric19 unique values
0 missing
ALOGP2numeric19 unique values
0 missing
BIC1numeric19 unique values
0 missing
CATS2D_01_LLnumeric11 unique values
0 missing
CATS2D_05_LLnumeric11 unique values
0 missing
CIC1numeric18 unique values
0 missing
N.numeric16 unique values
0 missing
SIC0numeric19 unique values
0 missing
SIC1numeric19 unique values
0 missing
X0Avnumeric18 unique values
0 missing
Chi0_EA.ed.numeric20 unique values
0 missing
GATS2vnumeric19 unique values
0 missing
GATS4mnumeric20 unique values
0 missing
AECCnumeric20 unique values
0 missing
Chi0_EA.dm.numeric20 unique values
0 missing
HVcpxnumeric19 unique values
0 missing
IDEnumeric20 unique values
0 missing
MATS4enumeric18 unique values
0 missing
SpMax2_Bh.m.numeric20 unique values
0 missing
SpMax5_Bh.p.numeric18 unique values
0 missing
SpMax5_Bh.v.numeric18 unique values
0 missing
JGI4numeric18 unique values
0 missing
SpMax8_Bh.m.numeric18 unique values
0 missing
SpMin4_Bh.m.numeric17 unique values
0 missing
BLTA96numeric19 unique values
0 missing
BLTD48numeric18 unique values
0 missing
BLTF96numeric17 unique values
0 missing
MLOGPnumeric19 unique values
0 missing
MLOGP2numeric19 unique values
0 missing
AACnumeric19 unique values
0 missing
AMRnumeric19 unique values
0 missing
AMWnumeric19 unique values
0 missing
ARRnumeric14 unique values
0 missing
ATS1enumeric19 unique values
0 missing
ATS1inumeric18 unique values
0 missing
ATS1mnumeric19 unique values
0 missing
ATS1pnumeric19 unique values
0 missing
ATS1snumeric19 unique values
0 missing
ATS1vnumeric18 unique values
0 missing
ATS2enumeric19 unique values
0 missing
ATS2inumeric17 unique values
0 missing
ATS2mnumeric19 unique values
0 missing
ATS2pnumeric19 unique values
0 missing
ATS2snumeric20 unique values
0 missing
ATS2vnumeric19 unique values
0 missing
ATS3enumeric19 unique values
0 missing
ATS3inumeric19 unique values
0 missing
ATS3mnumeric20 unique values
0 missing
ATS3pnumeric20 unique values
0 missing
ATS3snumeric20 unique values
0 missing
ATS3vnumeric20 unique values
0 missing
ATS4enumeric20 unique values
0 missing
ATS4inumeric20 unique values
0 missing
ATS4mnumeric20 unique values
0 missing
ATS4pnumeric20 unique values
0 missing
ATS4snumeric20 unique values
0 missing
ATS4vnumeric20 unique values
0 missing
ATS5enumeric20 unique values
0 missing
ATS5inumeric20 unique values
0 missing
ATS5mnumeric20 unique values
0 missing
ATS5pnumeric20 unique values
0 missing
ATS5snumeric20 unique values
0 missing
ATS5vnumeric20 unique values
0 missing
ATS6enumeric20 unique values
0 missing
ATS6inumeric20 unique values
0 missing
ATS6mnumeric20 unique values
0 missing
ATS6pnumeric20 unique values
0 missing
ATS6snumeric20 unique values
0 missing
ATS6vnumeric20 unique values
0 missing
ATS7enumeric20 unique values
0 missing
ATS7inumeric19 unique values
0 missing
ATS7mnumeric20 unique values
0 missing
ATS7pnumeric20 unique values
0 missing
ATS7snumeric20 unique values
0 missing
ATS7vnumeric20 unique values
0 missing
ATS8enumeric20 unique values
0 missing
ATS8inumeric20 unique values
0 missing
ATS8mnumeric19 unique values
0 missing
ATS8pnumeric20 unique values
0 missing
ATS8snumeric20 unique values
0 missing
ATS8vnumeric20 unique values
0 missing
ATSC1enumeric17 unique values
0 missing
ATSC1inumeric18 unique values
0 missing
ATSC1mnumeric19 unique values
0 missing
ATSC1pnumeric19 unique values
0 missing
ATSC1snumeric20 unique values
0 missing
ATSC1vnumeric19 unique values
0 missing
ATSC2enumeric19 unique values
0 missing
ATSC2inumeric19 unique values
0 missing
ATSC2mnumeric19 unique values
0 missing
ATSC2pnumeric19 unique values
0 missing
ATSC2snumeric20 unique values
0 missing
ATSC2vnumeric19 unique values
0 missing
ATSC3enumeric20 unique values
0 missing
ATSC3inumeric19 unique values
0 missing
ATSC3mnumeric20 unique values
0 missing
ATSC3pnumeric20 unique values
0 missing
ATSC3snumeric20 unique values
0 missing
ATSC3vnumeric20 unique values
0 missing
ATSC4enumeric19 unique values
0 missing
ATSC4inumeric20 unique values
0 missing
ATSC4mnumeric20 unique values
0 missing
ATSC4pnumeric20 unique values
0 missing
ATSC4snumeric20 unique values
0 missing
ATSC4vnumeric20 unique values
0 missing
ATSC5enumeric19 unique values
0 missing
ATSC5inumeric20 unique values
0 missing
ATSC5mnumeric20 unique values
0 missing
ATSC5pnumeric20 unique values
0 missing
ATSC5snumeric20 unique values
0 missing
ATSC5vnumeric20 unique values
0 missing
ATSC6enumeric19 unique values
0 missing
ATSC6inumeric20 unique values
0 missing
ATSC6mnumeric20 unique values
0 missing
ATSC6pnumeric20 unique values
0 missing
ATSC6snumeric20 unique values
0 missing
ATSC6vnumeric20 unique values
0 missing
ATSC7enumeric20 unique values
0 missing
ATSC7inumeric20 unique values
0 missing
ATSC7mnumeric20 unique values
0 missing
ATSC7pnumeric20 unique values
0 missing
ATSC7snumeric20 unique values
0 missing
ATSC7vnumeric20 unique values
0 missing
ATSC8enumeric20 unique values
0 missing
ATSC8inumeric20 unique values
0 missing
ATSC8mnumeric20 unique values
0 missing
ATSC8pnumeric20 unique values
0 missing
ATSC8snumeric20 unique values
0 missing
ATSC8vnumeric20 unique values
0 missing
BACnumeric15 unique values
0 missing
BBInumeric12 unique values
0 missing
BIC0numeric17 unique values
0 missing
BIC2numeric20 unique values
0 missing
BIC3numeric19 unique values
0 missing
BIC4numeric20 unique values
0 missing
BIC5numeric20 unique values
0 missing
BIDnumeric16 unique values
0 missing
BLInumeric20 unique values
0 missing
Br.094numeric2 unique values
0 missing
C.numeric19 unique values
0 missing
C.001numeric4 unique values
0 missing
C.002numeric5 unique values
0 missing
C.003numeric2 unique values
0 missing
C.004numeric2 unique values
0 missing
C.005numeric3 unique values
0 missing
C.006numeric4 unique values
0 missing
C.008numeric3 unique values
0 missing
C.011numeric2 unique values
0 missing
C.012numeric2 unique values
0 missing
C.022numeric2 unique values
0 missing
C.024numeric8 unique values
0 missing
C.025numeric5 unique values
0 missing
C.026numeric5 unique values
0 missing
C.027numeric3 unique values
0 missing
C.028numeric2 unique values
0 missing
C.034numeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
C.040numeric2 unique values
0 missing
C.041numeric2 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
CATS2D_02_LLnumeric14 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
CATS2D_03_LLnumeric15 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
CATS2D_04_LLnumeric13 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
CATS2D_05_ALnumeric9 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
CATS2D_06_LLnumeric11 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
CATS2D_07_LLnumeric10 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
CATS2D_08_ALnumeric5 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
CATS2D_08_LLnumeric7 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
CATS2D_09_LLnumeric5 unique values
0 missing
CENTnumeric20 unique values
0 missing
Chi0_AEA.bo.numeric19 unique values
0 missing
Chi0_AEA.dm.numeric19 unique values
0 missing
Chi0_AEA.ed.numeric19 unique values
0 missing
Chi0_AEA.ri.numeric19 unique values
0 missing
Chi0_EAnumeric19 unique values
0 missing
Chi0_EA.bo.numeric19 unique values
0 missing
Chi0_EA.ri.numeric20 unique values
0 missing
Chi1_AEA.bo.numeric20 unique values
0 missing
Chi1_AEA.dm.numeric20 unique values
0 missing
Chi1_AEA.ed.numeric20 unique values
0 missing
Chi1_AEA.ri.numeric20 unique values
0 missing
Chi1_EAnumeric20 unique values
0 missing
Chi1_EA.bo.numeric20 unique values
0 missing
Chi1_EA.dm.numeric20 unique values
0 missing
Chi1_EA.ed.numeric20 unique values
0 missing
Chi1_EA.ri.numeric19 unique values
0 missing
CIC0numeric19 unique values
0 missing
CIC2numeric20 unique values
0 missing
CIC3numeric20 unique values
0 missing
CIC4numeric20 unique values
0 missing
CIC5numeric20 unique values
0 missing
CIDnumeric18 unique values
0 missing
Cl.089numeric2 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
CSInumeric18 unique values
0 missing
DBInumeric11 unique values
0 missing
D.Dtr05numeric5 unique values
0 missing
D.Dtr06numeric19 unique values
0 missing
D.Dtr07numeric3 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
D.Dtr10numeric4 unique values
0 missing
D.Dtr11numeric3 unique values
0 missing
DECCnumeric20 unique values
0 missing
DELSnumeric20 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
DLS_01numeric2 unique values
0 missing
DLS_02numeric2 unique values
0 missing
DLS_03numeric2 unique values
0 missing
DLS_04numeric4 unique values
0 missing
DLS_05numeric2 unique values
0 missing
DLS_consnumeric6 unique values
0 missing
Dznumeric18 unique values
0 missing
ECCnumeric19 unique values
0 missing
Eig01_AEA.bo.numeric20 unique values
0 missing
Eig01_AEA.dm.numeric20 unique values
0 missing
Eig01_AEA.ed.numeric20 unique values
0 missing
Eig01_AEA.ri.numeric20 unique values
0 missing
Eig01_EAnumeric20 unique values
0 missing
Eig01_EA.bo.numeric20 unique values
0 missing
Eig01_EA.dm.numeric12 unique values
0 missing
Eig01_EA.ed.numeric20 unique values
0 missing
Eig01_EA.ri.numeric19 unique values
0 missing
Eig02_AEA.bo.numeric20 unique values
0 missing
Eig02_AEA.dm.numeric20 unique values
0 missing
Eig02_AEA.ed.numeric20 unique values
0 missing
Eig02_AEA.ri.numeric20 unique values
0 missing
Eig02_EAnumeric20 unique values
0 missing
Eig02_EA.bo.numeric20 unique values
0 missing
Eig02_EA.dm.numeric8 unique values
0 missing
Eig02_EA.ed.numeric20 unique values
0 missing
Eig02_EA.ri.numeric19 unique values
0 missing
Eig03_AEA.bo.numeric20 unique values
0 missing
Eig03_AEA.dm.numeric19 unique values
0 missing
Eig03_AEA.ed.numeric19 unique values
0 missing
Eig03_AEA.ri.numeric19 unique values
0 missing
Eig03_EAnumeric20 unique values
0 missing
Eig03_EA.bo.numeric20 unique values
0 missing
Eig03_EA.dm.numeric8 unique values
0 missing
Eig03_EA.ed.numeric19 unique values
0 missing
Eig03_EA.ri.numeric19 unique values
0 missing
Eig04_AEA.bo.numeric20 unique values
0 missing
Eig04_AEA.dm.numeric19 unique values
0 missing
Eig04_AEA.ed.numeric19 unique values
0 missing
Eig04_AEA.ri.numeric19 unique values
0 missing
Eig04_EAnumeric20 unique values
0 missing
Eig04_EA.bo.numeric20 unique values
0 missing
Eig04_EA.dm.numeric3 unique values
0 missing
Eig04_EA.ed.numeric20 unique values
0 missing
Eig04_EA.ri.numeric20 unique values
0 missing
Eig05_AEA.bo.numeric19 unique values
0 missing
Eig05_AEA.dm.numeric20 unique values
0 missing
Eig05_AEA.ed.numeric20 unique values
0 missing
Eig05_AEA.ri.numeric20 unique values
0 missing
Eig05_EAnumeric18 unique values
0 missing
Eig05_EA.bo.numeric20 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
Eig05_EA.ed.numeric20 unique values
0 missing
Eig05_EA.ri.numeric20 unique values
0 missing
Eig06_AEA.bo.numeric18 unique values
0 missing
Eig06_AEA.dm.numeric20 unique values
0 missing
Eig06_AEA.ed.numeric18 unique values
0 missing
Eig06_AEA.ri.numeric20 unique values
0 missing
Eig06_EAnumeric20 unique values
0 missing
Eig06_EA.bo.numeric18 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
Eig06_EA.ed.numeric20 unique values
0 missing
Eig06_EA.ri.numeric20 unique values
0 missing
Eig07_AEA.bo.numeric18 unique values
0 missing
Eig07_AEA.dm.numeric17 unique values
0 missing
Eig07_AEA.ed.numeric20 unique values
0 missing
Eig07_AEA.ri.numeric17 unique values
0 missing
Eig07_EAnumeric16 unique values
0 missing
Eig07_EA.bo.numeric18 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
Eig07_EA.ed.numeric17 unique values
0 missing
Eig07_EA.ri.numeric17 unique values
0 missing
Eig08_AEA.bo.numeric17 unique values
0 missing
Eig08_AEA.dm.numeric16 unique values
0 missing
Eig08_AEA.ed.numeric17 unique values
0 missing
Eig08_AEA.ri.numeric15 unique values
0 missing
Eig08_EAnumeric13 unique values
0 missing
Eig08_EA.bo.numeric16 unique values
0 missing
Eig08_EA.ed.numeric16 unique values
0 missing
Eig08_EA.ri.numeric14 unique values
0 missing
Eig09_AEA.bo.numeric20 unique values
0 missing
Eig09_AEA.dm.numeric20 unique values
0 missing
Eig09_AEA.ed.numeric18 unique values
0 missing
Eig09_AEA.ri.numeric20 unique values
0 missing
Eig09_EAnumeric19 unique values
0 missing
Eig09_EA.bo.numeric20 unique values
0 missing
Eig09_EA.ed.numeric20 unique values
0 missing
Eig09_EA.ri.numeric20 unique values
0 missing
Eig10_AEA.bo.numeric20 unique values
0 missing
Eig10_AEA.dm.numeric20 unique values
0 missing
Eig10_AEA.ed.numeric19 unique values
0 missing
Eig10_AEA.ri.numeric20 unique values
0 missing
Eig10_EAnumeric20 unique values
0 missing
Eig10_EA.bo.numeric20 unique values
0 missing
Eig10_EA.ed.numeric20 unique values
0 missing
Eig10_EA.ri.numeric20 unique values
0 missing
Eig11_AEA.bo.numeric19 unique values
0 missing
Eig11_AEA.dm.numeric18 unique values
0 missing
Eig11_AEA.ed.numeric16 unique values
0 missing
Eig11_AEA.ri.numeric20 unique values
0 missing
Eig11_EAnumeric19 unique values
0 missing
Eig11_EA.bo.numeric20 unique values
0 missing
Eig11_EA.ed.numeric20 unique values
0 missing
Eig11_EA.ri.numeric20 unique values
0 missing
Eig12_AEA.bo.numeric19 unique values
0 missing
Eig12_AEA.dm.numeric19 unique values
0 missing
Eig12_AEA.ed.numeric17 unique values
0 missing
Eig12_AEA.ri.numeric16 unique values
0 missing
Eig12_EAnumeric17 unique values
0 missing
Eig12_EA.bo.numeric18 unique values
0 missing
Eig12_EA.dm.numeric2 unique values
0 missing
Eig12_EA.ed.numeric19 unique values
0 missing
Eig12_EA.ri.numeric19 unique values
0 missing
Eig13_AEA.bo.numeric17 unique values
0 missing
Eig13_AEA.dm.numeric17 unique values
0 missing
Eig13_AEA.ed.numeric16 unique values
0 missing
Eig13_AEA.ri.numeric16 unique values
0 missing
Eig13_EAnumeric15 unique values
0 missing
Eig13_EA.bo.numeric19 unique values
0 missing
Eig13_EA.ed.numeric17 unique values
0 missing
Eig13_EA.ri.numeric19 unique values
0 missing
Eig14_AEA.bo.numeric13 unique values
0 missing
Eig14_AEA.dm.numeric16 unique values
0 missing
Eig14_AEA.ed.numeric14 unique values
0 missing
Eig14_AEA.ri.numeric16 unique values
0 missing
Eig14_EAnumeric15 unique values
0 missing
Eig14_EA.bo.numeric19 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
Eig14_EA.ed.numeric16 unique values
0 missing
Eig14_EA.ri.numeric17 unique values
0 missing
Eig15_AEA.bo.numeric19 unique values
0 missing
Eig15_AEA.dm.numeric18 unique values
0 missing
Eig15_AEA.ed.numeric20 unique values
0 missing
Eig15_AEA.ri.numeric17 unique values
0 missing
Eig15_EAnumeric16 unique values
0 missing
Eig15_EA.bo.numeric18 unique values
0 missing
Eig15_EA.dm.numeric3 unique values
0 missing
Eig15_EA.ed.numeric18 unique values
0 missing
Eig15_EA.ri.numeric18 unique values
0 missing
Eta_alphanumeric18 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
Eta_Bnumeric19 unique values
0 missing
Eta_B_Anumeric14 unique values
0 missing
Eta_betanumeric16 unique values
0 missing
Eta_beta_Anumeric17 unique values
0 missing
Eta_betaPnumeric13 unique values
0 missing
Eta_betaP_Anumeric15 unique values
0 missing
Eta_betaSnumeric14 unique values
0 missing
Eta_betaS_Anumeric16 unique values
0 missing
Eta_Cnumeric20 unique values
0 missing
Eta_C_Anumeric20 unique values
0 missing
Eta_epsinumeric19 unique values
0 missing
Eta_epsi_Anumeric19 unique values
0 missing
Eta_Fnumeric20 unique values
0 missing
Eta_F_Anumeric19 unique values
0 missing
Eta_FLnumeric20 unique values
0 missing
Eta_FL_Anumeric18 unique values
0 missing
Eta_Lnumeric20 unique values
0 missing
Eta_L_Anumeric17 unique values
0 missing
Eta_sh_pnumeric19 unique values
0 missing
Eta_sh_xnumeric8 unique values
0 missing
Eta_sh_ynumeric19 unique values
0 missing
F.084numeric2 unique values
0 missing
GATS1enumeric19 unique values
0 missing
GATS1inumeric17 unique values
0 missing
GATS1mnumeric19 unique values
0 missing
GATS1pnumeric18 unique values
0 missing
GATS1snumeric19 unique values
0 missing
GATS1vnumeric17 unique values
0 missing
GATS2enumeric19 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
20
Number of instances (rows) of the dataset.
NumberOfFeatures
410
Number of attributes (columns) of the dataset.
NumberOfClasses
0
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
409
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
PercentageOfNumericFeatures
99.76
Percentage of numeric attributes.
PercentageOfSymbolicFeatures
0.24
Percentage of nominal attributes.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile1KurtosisOfNumericAtts
0.03
First quartile of kurtosis among attributes of the numeric type.
Quartile1MeansOfNumericAtts
0.41
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
-0.46
First quartile of skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.25
First quartile of standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Quartile2KurtosisOfNumericAtts
1.12
Second quartile (Median) of kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.86
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
0.16
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.49
Second quartile (Median) of standard deviation of attributes of the numeric type.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
Quartile3KurtosisOfNumericAtts
2.18
Third quartile of kurtosis among attributes of the numeric type.
Quartile3MeansOfNumericAtts
4.65
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
0.75
Third quartile of skewness among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.29
Third quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.87
Average class difference between consecutive instances.
MeanMeansOfNumericAtts
7.36
Mean of means among attributes of the numeric type.
ClassEntropy
Entropy of the target attribute values.
Dimensionality
20.5
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
20
Maximum kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
567.95
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
4.47
Maximum skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
315.24
Maximum standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MeanKurtosisOfNumericAtts
2.2
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
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
0.31
Mean skewness among attributes of the numeric type.
MeanStdDevOfNumericAtts
3.15
Mean standard deviation of attributes of the numeric type.
MinAttributeEntropy
Minimal entropy among attributes.
MinKurtosisOfNumericAtts
-2.02
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.15
Minimum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.47
Minimum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1287624
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1287624
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1287624
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1287624
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1287624
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1287624
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1287624
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1287624
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1287624
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1287624
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1287624
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1287624
0 runs - estimation_procedure: 50 times Clustering
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