Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4032

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4032

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: CHEMBL4032 (TID: 12119), and it has 37 rows and 418 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.

420 features

pXC50 (target)numeric28 unique values
0 missing
molecule_id (row identifier)nominal37 unique values
0 missing
DLS_02numeric4 unique values
0 missing
AACnumeric33 unique values
0 missing
DLS_03numeric3 unique values
0 missing
AECCnumeric31 unique values
0 missing
DLS_04numeric8 unique values
0 missing
ALOGPnumeric36 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ALOGP2numeric36 unique values
0 missing
DLS_06numeric3 unique values
0 missing
AMRnumeric36 unique values
0 missing
DLS_07numeric3 unique values
0 missing
AMWnumeric36 unique values
0 missing
DLS_consnumeric20 unique values
0 missing
ARRnumeric18 unique values
0 missing
Dznumeric30 unique values
0 missing
ATS1enumeric36 unique values
0 missing
ECCnumeric31 unique values
0 missing
ATS1inumeric35 unique values
0 missing
Eig01_AEA.bo.numeric12 unique values
0 missing
ATS1mnumeric34 unique values
0 missing
Eig01_AEA.dm.numeric19 unique values
0 missing
ATS1pnumeric36 unique values
0 missing
Eig01_AEA.ed.numeric10 unique values
0 missing
ATS1snumeric37 unique values
0 missing
Eig01_AEA.ri.numeric16 unique values
0 missing
ATS1vnumeric34 unique values
0 missing
Eig01_EAnumeric13 unique values
0 missing
ATS2enumeric36 unique values
0 missing
Eig01_EA.bo.numeric12 unique values
0 missing
ATS2inumeric36 unique values
0 missing
Eig01_EA.dm.numeric10 unique values
0 missing
ATS2mnumeric36 unique values
0 missing
Eig01_EA.ed.numeric13 unique values
0 missing
ATS2pnumeric36 unique values
0 missing
Eig01_EA.ri.numeric17 unique values
0 missing
ATS2snumeric36 unique values
0 missing
Eig02_AEA.bo.numeric20 unique values
0 missing
ATS2vnumeric36 unique values
0 missing
Eig02_AEA.dm.numeric25 unique values
0 missing
ATS3enumeric37 unique values
0 missing
Eig02_AEA.ed.numeric21 unique values
0 missing
ATS3inumeric35 unique values
0 missing
Eig02_AEA.ri.numeric27 unique values
0 missing
ATS3mnumeric36 unique values
0 missing
Eig02_EAnumeric21 unique values
0 missing
ATS3pnumeric36 unique values
0 missing
Eig02_EA.bo.numeric19 unique values
0 missing
ATS3snumeric36 unique values
0 missing
Eig02_EA.dm.numeric7 unique values
0 missing
ATS3vnumeric37 unique values
0 missing
Eig02_EA.ed.numeric21 unique values
0 missing
ATS4enumeric36 unique values
0 missing
Eig02_EA.ri.numeric29 unique values
0 missing
ATS4inumeric36 unique values
0 missing
Eig03_AEA.bo.numeric22 unique values
0 missing
ATS4mnumeric36 unique values
0 missing
Eig03_AEA.dm.numeric30 unique values
0 missing
ATS4pnumeric35 unique values
0 missing
Eig03_AEA.ed.numeric19 unique values
0 missing
ATS4snumeric37 unique values
0 missing
Eig03_AEA.ri.numeric30 unique values
0 missing
ATS4vnumeric37 unique values
0 missing
Eig03_EAnumeric25 unique values
0 missing
ATS5enumeric37 unique values
0 missing
Eig03_EA.bo.numeric19 unique values
0 missing
ATS5inumeric37 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
ATS5mnumeric37 unique values
0 missing
Eig03_EA.ed.numeric22 unique values
0 missing
ATS5pnumeric36 unique values
0 missing
Eig03_EA.ri.numeric32 unique values
0 missing
ATS5snumeric37 unique values
0 missing
Eig04_AEA.bo.numeric22 unique values
0 missing
ATS5vnumeric37 unique values
0 missing
Eig04_AEA.dm.numeric22 unique values
0 missing
ATS6enumeric35 unique values
0 missing
Eig04_AEA.ed.numeric14 unique values
0 missing
ATS6inumeric35 unique values
0 missing
Eig04_AEA.ri.numeric28 unique values
0 missing
ATS6mnumeric36 unique values
0 missing
Eig04_EAnumeric23 unique values
0 missing
ATS6pnumeric37 unique values
0 missing
Eig04_EA.bo.numeric20 unique values
0 missing
ATS6snumeric36 unique values
0 missing
Eig04_EA.dm.numeric6 unique values
0 missing
ATS6vnumeric36 unique values
0 missing
Eig04_EA.ed.numeric19 unique values
0 missing
ATS7enumeric37 unique values
0 missing
Eig04_EA.ri.numeric27 unique values
0 missing
ATS7inumeric37 unique values
0 missing
Eig05_AEA.bo.numeric23 unique values
0 missing
ATS7mnumeric37 unique values
0 missing
Eig05_AEA.dm.numeric24 unique values
0 missing
ATS7pnumeric37 unique values
0 missing
Eig05_AEA.ed.numeric23 unique values
0 missing
ATS7snumeric37 unique values
0 missing
Eig05_AEA.ri.numeric33 unique values
0 missing
ATS7vnumeric37 unique values
0 missing
Eig05_EAnumeric26 unique values
0 missing
ATS8enumeric35 unique values
0 missing
Eig05_EA.bo.numeric22 unique values
0 missing
ATS8inumeric35 unique values
0 missing
Eig05_EA.dm.numeric4 unique values
0 missing
ATS8mnumeric35 unique values
0 missing
Eig05_EA.ed.numeric23 unique values
0 missing
ATS8pnumeric35 unique values
0 missing
Eig05_EA.ri.numeric33 unique values
0 missing
ATS8snumeric35 unique values
0 missing
Eig06_AEA.bo.numeric31 unique values
0 missing
ATS8vnumeric35 unique values
0 missing
Eig06_AEA.dm.numeric29 unique values
0 missing
ATSC1enumeric32 unique values
0 missing
Eig06_AEA.ed.numeric28 unique values
0 missing
ATSC1inumeric33 unique values
0 missing
Eig06_AEA.ri.numeric33 unique values
0 missing
ATSC1mnumeric36 unique values
0 missing
Eig06_EAnumeric29 unique values
0 missing
ATSC1pnumeric36 unique values
0 missing
Eig06_EA.bo.numeric28 unique values
0 missing
ATSC1snumeric36 unique values
0 missing
Eig06_EA.dm.numeric3 unique values
0 missing
ATSC1vnumeric35 unique values
0 missing
Eig06_EA.ed.numeric29 unique values
0 missing
ATSC2enumeric34 unique values
0 missing
Eig06_EA.ri.numeric32 unique values
0 missing
ATSC2inumeric33 unique values
0 missing
Eig07_AEA.bo.numeric28 unique values
0 missing
ATSC2mnumeric36 unique values
0 missing
Eig07_AEA.dm.numeric33 unique values
0 missing
ATSC2pnumeric36 unique values
0 missing
Eig07_AEA.ed.numeric27 unique values
0 missing
ATSC2snumeric37 unique values
0 missing
Eig07_AEA.ri.numeric31 unique values
0 missing
ATSC2vnumeric36 unique values
0 missing
Eig07_EAnumeric28 unique values
0 missing
ATSC3enumeric36 unique values
0 missing
Eig07_EA.bo.numeric27 unique values
0 missing
ATSC3inumeric34 unique values
0 missing
Eig07_EA.dm.numeric3 unique values
0 missing
ATSC3mnumeric37 unique values
0 missing
Eig07_EA.ed.numeric27 unique values
0 missing
ATSC3pnumeric36 unique values
0 missing
Eig07_EA.ri.numeric31 unique values
0 missing
ATSC3snumeric37 unique values
0 missing
Eig08_AEA.bo.numeric22 unique values
0 missing
ATSC3vnumeric37 unique values
0 missing
Eig08_AEA.dm.numeric33 unique values
0 missing
ATSC4enumeric36 unique values
0 missing
Eig08_AEA.ed.numeric26 unique values
0 missing
ATSC4inumeric37 unique values
0 missing
Eig08_AEA.ri.numeric25 unique values
0 missing
ATSC4mnumeric37 unique values
0 missing
Eig08_EAnumeric24 unique values
0 missing
ATSC4pnumeric37 unique values
0 missing
Eig08_EA.bo.numeric24 unique values
0 missing
ATSC4snumeric37 unique values
0 missing
Eig08_EA.dm.numeric3 unique values
0 missing
ATSC4vnumeric37 unique values
0 missing
Eig08_EA.ed.numeric24 unique values
0 missing
ATSC5enumeric37 unique values
0 missing
Eig08_EA.ri.numeric25 unique values
0 missing
ATSC5inumeric36 unique values
0 missing
Eig09_AEA.bo.numeric31 unique values
0 missing
ATSC5mnumeric37 unique values
0 missing
Eig09_AEA.dm.numeric30 unique values
0 missing
ATSC5pnumeric37 unique values
0 missing
Eig09_AEA.ed.numeric24 unique values
0 missing
ATSC5snumeric37 unique values
0 missing
Eig09_AEA.ri.numeric33 unique values
0 missing
ATSC5vnumeric37 unique values
0 missing
Eig09_EAnumeric25 unique values
0 missing
ATSC6enumeric34 unique values
0 missing
Eig09_EA.bo.numeric34 unique values
0 missing
ATSC6inumeric36 unique values
0 missing
Eig09_EA.dm.numeric3 unique values
0 missing
ATSC6mnumeric37 unique values
0 missing
Eig09_EA.ed.numeric30 unique values
0 missing
ATSC6pnumeric37 unique values
0 missing
Eig09_EA.ri.numeric34 unique values
0 missing
ATSC6snumeric37 unique values
0 missing
Eig10_AEA.bo.numeric30 unique values
0 missing
ATSC6vnumeric37 unique values
0 missing
Eig10_AEA.dm.numeric31 unique values
0 missing
ATSC7enumeric36 unique values
0 missing
Eig10_AEA.ed.numeric29 unique values
0 missing
ATSC7inumeric36 unique values
0 missing
Eig10_AEA.ri.numeric32 unique values
0 missing
ATSC7mnumeric37 unique values
0 missing
Eig10_EAnumeric30 unique values
0 missing
ATSC7pnumeric37 unique values
0 missing
Eig10_EA.bo.numeric31 unique values
0 missing
ATSC7snumeric37 unique values
0 missing
Eig10_EA.dm.numeric3 unique values
0 missing
ATSC7vnumeric37 unique values
0 missing
Eig10_EA.ed.numeric29 unique values
0 missing
ATSC8enumeric33 unique values
0 missing
Eig10_EA.ri.numeric31 unique values
0 missing
ATSC8inumeric35 unique values
0 missing
Eig11_AEA.bo.numeric30 unique values
0 missing
ATSC8mnumeric35 unique values
0 missing
Eig11_AEA.dm.numeric34 unique values
0 missing
ATSC8pnumeric35 unique values
0 missing
Eig11_AEA.ed.numeric28 unique values
0 missing
ATSC8snumeric35 unique values
0 missing
Eig11_AEA.ri.numeric33 unique values
0 missing
ATSC8vnumeric35 unique values
0 missing
Eig11_EAnumeric25 unique values
0 missing
BACnumeric14 unique values
0 missing
Eig11_EA.bo.numeric29 unique values
0 missing
BBInumeric21 unique values
0 missing
Eig11_EA.dm.numeric4 unique values
0 missing
BIC0numeric35 unique values
0 missing
Eig11_EA.ed.numeric28 unique values
0 missing
BIC1numeric34 unique values
0 missing
Eig11_EA.ri.numeric31 unique values
0 missing
BIC2numeric31 unique values
0 missing
Eig12_AEA.bo.numeric31 unique values
0 missing
BIC3numeric27 unique values
0 missing
Eig12_AEA.dm.numeric32 unique values
0 missing
BIC4numeric28 unique values
0 missing
Eig12_AEA.ed.numeric30 unique values
0 missing
BIC5numeric25 unique values
0 missing
Eig12_AEA.ri.numeric30 unique values
0 missing
BIDnumeric23 unique values
0 missing
Eig12_EAnumeric28 unique values
0 missing
BLInumeric32 unique values
0 missing
Eig12_EA.bo.numeric31 unique values
0 missing
BLTA96numeric32 unique values
0 missing
Eig12_EA.dm.numeric4 unique values
0 missing
BLTD48numeric34 unique values
0 missing
Eig12_EA.ed.numeric29 unique values
0 missing
BLTF96numeric32 unique values
0 missing
Eig12_EA.ri.numeric32 unique values
0 missing
C.numeric26 unique values
0 missing
Eig13_AEA.bo.numeric31 unique values
0 missing
C.001numeric2 unique values
0 missing
Eig13_AEA.dm.numeric34 unique values
0 missing
C.002numeric7 unique values
0 missing
Eig13_AEA.ed.numeric28 unique values
0 missing
C.005numeric4 unique values
0 missing
Eig13_AEA.ri.numeric33 unique values
0 missing
C.006numeric4 unique values
0 missing
Eig13_EAnumeric26 unique values
0 missing
C.013numeric2 unique values
0 missing
Eig13_EA.bo.numeric30 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig13_EA.dm.numeric3 unique values
0 missing
C.020numeric2 unique values
0 missing
Eig13_EA.ed.numeric26 unique values
0 missing
C.024numeric7 unique values
0 missing
Eig13_EA.ri.numeric34 unique values
0 missing
C.025numeric3 unique values
0 missing
Eig14_AEA.bo.numeric27 unique values
0 missing
C.026numeric6 unique values
0 missing
Eig14_AEA.dm.numeric33 unique values
0 missing
C.027numeric2 unique values
0 missing
Eig14_AEA.ed.numeric23 unique values
0 missing
C.029numeric3 unique values
0 missing
Eig14_AEA.ri.numeric29 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig14_EAnumeric27 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig14_EA.bo.numeric30 unique values
0 missing
C.034numeric2 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
C.037numeric2 unique values
0 missing
Eig14_EA.ed.numeric27 unique values
0 missing
C.040numeric3 unique values
0 missing
Eig14_EA.ri.numeric33 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig15_AEA.bo.numeric24 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig15_AEA.dm.numeric32 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eig15_AEA.ed.numeric22 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eig15_AEA.ri.numeric27 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eig15_EAnumeric23 unique values
0 missing
CATS2D_01_AAnumeric4 unique values
0 missing
Eig15_EA.bo.numeric26 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig15_EA.ed.numeric26 unique values
0 missing
CATS2D_01_LLnumeric11 unique values
0 missing
Eig15_EA.ri.numeric28 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_alphanumeric32 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
Eta_alpha_Anumeric25 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
Eta_Bnumeric18 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
Eta_B_Anumeric15 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
Eta_betanumeric29 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eta_beta_Anumeric30 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
Eta_betaPnumeric14 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
Eta_betaP_Anumeric33 unique values
0 missing
CATS2D_02_LLnumeric13 unique values
0 missing
Eta_betaSnumeric29 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eta_betaS_Anumeric27 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
Eta_Cnumeric37 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
Eta_C_Anumeric32 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
Eta_epsinumeric34 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Eta_epsi_Anumeric30 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
Eta_Fnumeric37 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
Eta_F_Anumeric35 unique values
0 missing
CATS2D_03_LLnumeric11 unique values
0 missing
Eta_FLnumeric31 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
Eta_FL_Anumeric29 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
Eta_Lnumeric37 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
CATS2D_04_APnumeric3 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
CATS2D_04_DDnumeric4 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
CATS2D_04_DPnumeric4 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
CATS2D_04_PPnumeric2 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
CATS2D_05_LLnumeric9 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
CATS2D_07_LLnumeric7 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
CATS2D_08_ALnumeric8 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
CATS2D_08_LLnumeric6 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
CATS2D_09_ALnumeric8 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
CATS2D_09_LLnumeric4 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
CENTnumeric30 unique values
0 missing
Chi0_AEA.bo.numeric31 unique values
0 missing
Chi0_AEA.dm.numeric31 unique values
0 missing
Chi0_AEA.ed.numeric31 unique values
0 missing
Chi0_AEA.ri.numeric31 unique values
0 missing
Chi0_EAnumeric31 unique values
0 missing
Chi0_EA.bo.numeric34 unique values
0 missing
Chi0_EA.dm.numeric31 unique values
0 missing
Chi0_EA.ed.numeric31 unique values
0 missing
Chi0_EA.ri.numeric37 unique values
0 missing
Chi1_AEA.bo.numeric31 unique values
0 missing
Chi1_AEA.dm.numeric31 unique values
0 missing
Chi1_AEA.ed.numeric31 unique values
0 missing
Chi1_AEA.ri.numeric31 unique values
0 missing
Chi1_EAnumeric31 unique values
0 missing
Chi1_EA.bo.numeric33 unique values
0 missing
Chi1_EA.dm.numeric34 unique values
0 missing
Chi1_EA.ed.numeric31 unique values
0 missing
Chi1_EA.ri.numeric37 unique values
0 missing
CIC0numeric36 unique values
0 missing
CIC1numeric35 unique values
0 missing
CIC2numeric37 unique values
0 missing
CIC3numeric34 unique values
0 missing
CIC4numeric31 unique values
0 missing
CIC5numeric31 unique values
0 missing
CIDnumeric30 unique values
0 missing
Cl.089numeric3 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
CSInumeric31 unique values
0 missing
DBInumeric21 unique values
0 missing
D.Dtr05numeric3 unique values
0 missing
D.Dtr06numeric31 unique values
0 missing
DECCnumeric31 unique values
0 missing
DELSnumeric37 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
DLS_01numeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
37
Number of instances (rows) of the dataset.
NumberOfFeatures
420
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
419
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile2KurtosisOfNumericAtts
0.79
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
11.35
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
1.69
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.
MeanSkewnessOfNumericAtts
0.02
Mean skewness among 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.
MeanStdDevOfNumericAtts
3.43
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
-0.46
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.58
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.11
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.97
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
37
Maximum kurtosis among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
3.43
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
704.11
Maximum of means among attributes of the numeric type.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.76
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.08
Third quartile of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinSkewnessOfNumericAtts
-6.08
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.24
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.72
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
6.08
Maximum skewness among attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.05
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.29
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
394.4
Maximum standard deviation of attributes of the numeric type.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.45
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.
MeanAttributeEntropy
Average entropy of the attributes.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanKurtosisOfNumericAtts
3.9
Mean kurtosis among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-1.19
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
8.31
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.28
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.45
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among 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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4032
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4032
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4032
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4032
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4032
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4032
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4032
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4032
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4032
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4032
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4032
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4032
0 runs - estimation_procedure: 50 times Clustering
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