Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2845

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2845

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: CHEMBL2845 (TID: 10420), and it has 42 rows and 415 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.

417 features

pXC50 (target)numeric23 unique values
0 missing
molecule_id (row identifier)nominal42 unique values
0 missing
DLS_02numeric5 unique values
0 missing
nCrsnumeric8 unique values
0 missing
DLS_03numeric5 unique values
0 missing
AACnumeric34 unique values
0 missing
DLS_04numeric5 unique values
0 missing
AECCnumeric32 unique values
0 missing
DLS_05numeric2 unique values
0 missing
ALOGPnumeric36 unique values
0 missing
DLS_06numeric5 unique values
0 missing
ALOGP2numeric36 unique values
0 missing
DLS_07numeric3 unique values
0 missing
AMRnumeric36 unique values
0 missing
DLS_consnumeric15 unique values
0 missing
AMWnumeric35 unique values
0 missing
Dznumeric30 unique values
0 missing
ARRnumeric17 unique values
0 missing
ECCnumeric31 unique values
0 missing
ATS1enumeric35 unique values
0 missing
Eig01_AEA.bo.numeric31 unique values
0 missing
ATS1inumeric35 unique values
0 missing
Eig01_AEA.dm.numeric28 unique values
0 missing
ATS1mnumeric34 unique values
0 missing
Eig01_AEA.ed.numeric22 unique values
0 missing
ATS1pnumeric34 unique values
0 missing
Eig01_AEA.ri.numeric25 unique values
0 missing
ATS1snumeric35 unique values
0 missing
Eig01_EAnumeric25 unique values
0 missing
ATS1vnumeric34 unique values
0 missing
Eig01_EA.bo.numeric28 unique values
0 missing
ATS2enumeric34 unique values
0 missing
Eig01_EA.dm.numeric11 unique values
0 missing
ATS2inumeric35 unique values
0 missing
Eig01_EA.ed.numeric24 unique values
0 missing
ATS2mnumeric35 unique values
0 missing
Eig01_EA.ri.numeric25 unique values
0 missing
ATS2pnumeric36 unique values
0 missing
Eig02_AEA.bo.numeric34 unique values
0 missing
ATS2snumeric35 unique values
0 missing
Eig02_AEA.dm.numeric27 unique values
0 missing
ATS2vnumeric35 unique values
0 missing
Eig02_AEA.ed.numeric27 unique values
0 missing
ATS3enumeric34 unique values
0 missing
Eig02_AEA.ri.numeric32 unique values
0 missing
ATS3inumeric36 unique values
0 missing
Eig02_EAnumeric30 unique values
0 missing
ATS3mnumeric36 unique values
0 missing
Eig02_EA.bo.numeric33 unique values
0 missing
ATS3pnumeric36 unique values
0 missing
Eig02_EA.dm.numeric12 unique values
0 missing
ATS3snumeric36 unique values
0 missing
Eig02_EA.ed.numeric30 unique values
0 missing
ATS3vnumeric36 unique values
0 missing
Eig02_EA.ri.numeric29 unique values
0 missing
ATS4enumeric36 unique values
0 missing
Eig03_AEA.bo.numeric35 unique values
0 missing
ATS4inumeric36 unique values
0 missing
Eig03_AEA.dm.numeric32 unique values
0 missing
ATS4mnumeric36 unique values
0 missing
Eig03_AEA.ed.numeric27 unique values
0 missing
ATS4pnumeric36 unique values
0 missing
Eig03_AEA.ri.numeric32 unique values
0 missing
ATS4snumeric36 unique values
0 missing
Eig03_EAnumeric32 unique values
0 missing
ATS4vnumeric35 unique values
0 missing
Eig03_EA.bo.numeric35 unique values
0 missing
ATS5enumeric36 unique values
0 missing
Eig03_EA.dm.numeric14 unique values
0 missing
ATS5inumeric36 unique values
0 missing
Eig03_EA.ed.numeric27 unique values
0 missing
ATS5mnumeric36 unique values
0 missing
Eig03_EA.ri.numeric32 unique values
0 missing
ATS5pnumeric36 unique values
0 missing
Eig04_AEA.bo.numeric36 unique values
0 missing
ATS5snumeric36 unique values
0 missing
Eig04_AEA.dm.numeric29 unique values
0 missing
ATS5vnumeric36 unique values
0 missing
Eig04_AEA.ed.numeric31 unique values
0 missing
ATS6enumeric36 unique values
0 missing
Eig04_AEA.ri.numeric32 unique values
0 missing
ATS6inumeric36 unique values
0 missing
Eig04_EAnumeric31 unique values
0 missing
ATS6mnumeric36 unique values
0 missing
Eig04_EA.bo.numeric35 unique values
0 missing
ATS6pnumeric36 unique values
0 missing
Eig04_EA.dm.numeric14 unique values
0 missing
ATS6snumeric36 unique values
0 missing
Eig04_EA.ed.numeric32 unique values
0 missing
ATS6vnumeric36 unique values
0 missing
Eig04_EA.ri.numeric31 unique values
0 missing
ATS7enumeric35 unique values
0 missing
Eig05_AEA.bo.numeric34 unique values
0 missing
ATS7inumeric35 unique values
0 missing
Eig05_AEA.dm.numeric31 unique values
0 missing
ATS7mnumeric35 unique values
0 missing
Eig05_AEA.ed.numeric32 unique values
0 missing
ATS7pnumeric35 unique values
0 missing
Eig05_AEA.ri.numeric32 unique values
0 missing
ATS7snumeric35 unique values
0 missing
Eig05_EAnumeric31 unique values
0 missing
ATS7vnumeric35 unique values
0 missing
Eig05_EA.bo.numeric35 unique values
0 missing
ATS8enumeric34 unique values
0 missing
Eig05_EA.dm.numeric14 unique values
0 missing
ATS8inumeric34 unique values
0 missing
Eig05_EA.ed.numeric32 unique values
0 missing
ATS8mnumeric34 unique values
0 missing
Eig05_EA.ri.numeric32 unique values
0 missing
ATS8pnumeric32 unique values
0 missing
Eig06_AEA.bo.numeric32 unique values
0 missing
ATS8snumeric33 unique values
0 missing
Eig06_AEA.dm.numeric33 unique values
0 missing
ATS8vnumeric34 unique values
0 missing
Eig06_AEA.ed.numeric31 unique values
0 missing
ATSC1enumeric33 unique values
0 missing
Eig06_AEA.ri.numeric33 unique values
0 missing
ATSC1inumeric32 unique values
0 missing
Eig06_EAnumeric31 unique values
0 missing
ATSC1mnumeric35 unique values
0 missing
Eig06_EA.bo.numeric32 unique values
0 missing
ATSC1pnumeric35 unique values
0 missing
Eig06_EA.dm.numeric10 unique values
0 missing
ATSC1snumeric36 unique values
0 missing
Eig06_EA.ed.numeric32 unique values
0 missing
ATSC1vnumeric35 unique values
0 missing
Eig06_EA.ri.numeric31 unique values
0 missing
ATSC2enumeric35 unique values
0 missing
Eig07_AEA.bo.numeric31 unique values
0 missing
ATSC2inumeric35 unique values
0 missing
Eig07_AEA.dm.numeric32 unique values
0 missing
ATSC2mnumeric36 unique values
0 missing
Eig07_AEA.ed.numeric31 unique values
0 missing
ATSC2pnumeric36 unique values
0 missing
Eig07_AEA.ri.numeric30 unique values
0 missing
ATSC2snumeric36 unique values
0 missing
Eig07_EAnumeric29 unique values
0 missing
ATSC2vnumeric36 unique values
0 missing
Eig07_EA.bo.numeric30 unique values
0 missing
ATSC3enumeric36 unique values
0 missing
Eig07_EA.dm.numeric6 unique values
0 missing
ATSC3inumeric36 unique values
0 missing
Eig07_EA.ed.numeric31 unique values
0 missing
ATSC3mnumeric35 unique values
0 missing
Eig07_EA.ri.numeric30 unique values
0 missing
ATSC3pnumeric36 unique values
0 missing
Eig08_AEA.bo.numeric32 unique values
0 missing
ATSC3snumeric36 unique values
0 missing
Eig08_AEA.dm.numeric32 unique values
0 missing
ATSC3vnumeric36 unique values
0 missing
Eig08_AEA.ed.numeric31 unique values
0 missing
ATSC4enumeric35 unique values
0 missing
Eig08_AEA.ri.numeric30 unique values
0 missing
ATSC4inumeric36 unique values
0 missing
Eig08_EAnumeric28 unique values
0 missing
ATSC4mnumeric36 unique values
0 missing
Eig08_EA.bo.numeric30 unique values
0 missing
ATSC4pnumeric36 unique values
0 missing
Eig08_EA.dm.numeric4 unique values
0 missing
ATSC4snumeric36 unique values
0 missing
Eig08_EA.ed.numeric31 unique values
0 missing
ATSC4vnumeric36 unique values
0 missing
Eig08_EA.ri.numeric30 unique values
0 missing
ATSC5enumeric36 unique values
0 missing
Eig09_AEA.bo.numeric28 unique values
0 missing
ATSC5inumeric36 unique values
0 missing
Eig09_AEA.dm.numeric30 unique values
0 missing
ATSC5mnumeric36 unique values
0 missing
Eig09_AEA.ed.numeric31 unique values
0 missing
ATSC5pnumeric36 unique values
0 missing
Eig09_AEA.ri.numeric30 unique values
0 missing
ATSC5snumeric36 unique values
0 missing
Eig09_EAnumeric27 unique values
0 missing
ATSC5vnumeric36 unique values
0 missing
Eig09_EA.bo.numeric32 unique values
0 missing
ATSC6enumeric36 unique values
0 missing
Eig09_EA.dm.numeric4 unique values
0 missing
ATSC6inumeric36 unique values
0 missing
Eig09_EA.ed.numeric31 unique values
0 missing
ATSC6mnumeric36 unique values
0 missing
Eig09_EA.ri.numeric31 unique values
0 missing
ATSC6pnumeric35 unique values
0 missing
Eig10_AEA.bo.numeric31 unique values
0 missing
ATSC6snumeric36 unique values
0 missing
Eig10_AEA.dm.numeric28 unique values
0 missing
ATSC6vnumeric36 unique values
0 missing
Eig10_AEA.ed.numeric28 unique values
0 missing
ATSC7enumeric34 unique values
0 missing
Eig10_AEA.ri.numeric29 unique values
0 missing
ATSC7inumeric35 unique values
0 missing
Eig10_EAnumeric28 unique values
0 missing
ATSC7mnumeric35 unique values
0 missing
Eig10_EA.bo.numeric33 unique values
0 missing
ATSC7pnumeric35 unique values
0 missing
Eig10_EA.dm.numeric6 unique values
0 missing
ATSC7snumeric35 unique values
0 missing
Eig10_EA.ed.numeric29 unique values
0 missing
ATSC7vnumeric35 unique values
0 missing
Eig10_EA.ri.numeric27 unique values
0 missing
ATSC8enumeric33 unique values
0 missing
Eig11_AEA.bo.numeric31 unique values
0 missing
ATSC8inumeric33 unique values
0 missing
Eig11_AEA.dm.numeric32 unique values
0 missing
ATSC8mnumeric34 unique values
0 missing
Eig11_AEA.ed.numeric29 unique values
0 missing
ATSC8pnumeric34 unique values
0 missing
Eig11_AEA.ri.numeric30 unique values
0 missing
ATSC8snumeric34 unique values
0 missing
Eig11_EAnumeric29 unique values
0 missing
ATSC8vnumeric34 unique values
0 missing
Eig11_EA.bo.numeric30 unique values
0 missing
BACnumeric28 unique values
0 missing
Eig11_EA.dm.numeric8 unique values
0 missing
BBInumeric25 unique values
0 missing
Eig11_EA.ed.numeric30 unique values
0 missing
BIC0numeric34 unique values
0 missing
Eig11_EA.ri.numeric30 unique values
0 missing
BIC1numeric33 unique values
0 missing
Eig12_AEA.bo.numeric34 unique values
0 missing
BIC2numeric32 unique values
0 missing
Eig12_AEA.dm.numeric29 unique values
0 missing
BIC3numeric32 unique values
0 missing
Eig12_AEA.ed.numeric29 unique values
0 missing
BIC4numeric32 unique values
0 missing
Eig12_AEA.ri.numeric27 unique values
0 missing
BIC5numeric31 unique values
0 missing
Eig12_EAnumeric27 unique values
0 missing
BIDnumeric26 unique values
0 missing
Eig12_EA.bo.numeric31 unique values
0 missing
BLInumeric33 unique values
0 missing
Eig12_EA.dm.numeric8 unique values
0 missing
BLTA96numeric34 unique values
0 missing
Eig12_EA.ed.numeric28 unique values
0 missing
BLTD48numeric34 unique values
0 missing
Eig12_EA.ri.numeric27 unique values
0 missing
BLTF96numeric34 unique values
0 missing
Eig13_AEA.bo.numeric32 unique values
0 missing
C.numeric29 unique values
0 missing
Eig13_AEA.dm.numeric31 unique values
0 missing
C.001numeric8 unique values
0 missing
Eig13_AEA.ed.numeric30 unique values
0 missing
C.002numeric7 unique values
0 missing
Eig13_AEA.ri.numeric31 unique values
0 missing
C.003numeric5 unique values
0 missing
Eig13_EAnumeric29 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig13_EA.bo.numeric30 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig13_EA.dm.numeric10 unique values
0 missing
C.006numeric3 unique values
0 missing
Eig13_EA.ed.numeric29 unique values
0 missing
C.008numeric7 unique values
0 missing
Eig13_EA.ri.numeric32 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig14_AEA.bo.numeric32 unique values
0 missing
C.012numeric3 unique values
0 missing
Eig14_AEA.dm.numeric33 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig14_AEA.ed.numeric25 unique values
0 missing
C.016numeric3 unique values
0 missing
Eig14_AEA.ri.numeric30 unique values
0 missing
C.017numeric3 unique values
0 missing
Eig14_EAnumeric27 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig14_EA.bo.numeric27 unique values
0 missing
C.024numeric4 unique values
0 missing
Eig14_EA.dm.numeric10 unique values
0 missing
C.025numeric3 unique values
0 missing
Eig14_EA.ed.numeric30 unique values
0 missing
C.026numeric3 unique values
0 missing
Eig14_EA.ri.numeric31 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig15_AEA.bo.numeric30 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig15_AEA.dm.numeric31 unique values
0 missing
C.040numeric5 unique values
0 missing
Eig15_AEA.ed.numeric26 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig15_AEA.ri.numeric30 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
Eig15_EAnumeric28 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
Eig15_EA.bo.numeric26 unique values
0 missing
CATS2D_01_LLnumeric11 unique values
0 missing
Eig15_EA.dm.numeric10 unique values
0 missing
CATS2D_01_NLnumeric3 unique values
0 missing
Eig15_EA.ed.numeric29 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
Eig15_EA.ri.numeric30 unique values
0 missing
CATS2D_02_ALnumeric11 unique values
0 missing
Eta_alphanumeric31 unique values
0 missing
CATS2D_02_ANnumeric3 unique values
0 missing
Eta_alpha_Anumeric22 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
Eta_Bnumeric28 unique values
0 missing
CATS2D_02_DLnumeric7 unique values
0 missing
Eta_B_Anumeric14 unique values
0 missing
CATS2D_02_DNnumeric3 unique values
0 missing
Eta_betanumeric31 unique values
0 missing
CATS2D_02_LLnumeric10 unique values
0 missing
Eta_beta_Anumeric35 unique values
0 missing
CATS2D_02_NLnumeric4 unique values
0 missing
Eta_betaPnumeric15 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
Eta_betaP_Anumeric31 unique values
0 missing
CATS2D_03_ALnumeric11 unique values
0 missing
Eta_betaSnumeric27 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
Eta_betaS_Anumeric27 unique values
0 missing
CATS2D_03_DAnumeric5 unique values
0 missing
Eta_Cnumeric36 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
Eta_C_Anumeric36 unique values
0 missing
CATS2D_03_DLnumeric8 unique values
0 missing
Eta_epsinumeric35 unique values
0 missing
CATS2D_03_LLnumeric10 unique values
0 missing
Eta_epsi_Anumeric30 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
Eta_Fnumeric36 unique values
0 missing
CATS2D_04_AAnumeric6 unique values
0 missing
Eta_F_Anumeric36 unique values
0 missing
CATS2D_04_ALnumeric11 unique values
0 missing
CATS2D_04_ANnumeric4 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
CATS2D_04_DNnumeric3 unique values
0 missing
CATS2D_04_LLnumeric10 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
CATS2D_04_NNnumeric2 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
CATS2D_05_ALnumeric11 unique values
0 missing
CATS2D_05_ANnumeric3 unique values
0 missing
CATS2D_05_DAnumeric6 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
CATS2D_05_DLnumeric8 unique values
0 missing
CATS2D_05_DNnumeric3 unique values
0 missing
CATS2D_05_LLnumeric13 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
CATS2D_06_ALnumeric12 unique values
0 missing
CATS2D_06_ANnumeric3 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
CATS2D_06_DLnumeric7 unique values
0 missing
CATS2D_06_DNnumeric3 unique values
0 missing
CATS2D_06_LLnumeric14 unique values
0 missing
CATS2D_06_NLnumeric5 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
CATS2D_07_ALnumeric11 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
CATS2D_07_DDnumeric4 unique values
0 missing
CATS2D_07_DLnumeric8 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
CATS2D_07_LLnumeric12 unique values
0 missing
CATS2D_07_NLnumeric6 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
CATS2D_08_ALnumeric11 unique values
0 missing
CATS2D_08_ANnumeric3 unique values
0 missing
CATS2D_08_DAnumeric5 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
CATS2D_08_DLnumeric9 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
CATS2D_08_LLnumeric12 unique values
0 missing
CATS2D_08_NLnumeric5 unique values
0 missing
CATS2D_08_NNnumeric2 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
CATS2D_09_ALnumeric11 unique values
0 missing
CATS2D_09_ANnumeric3 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
CATS2D_09_DLnumeric10 unique values
0 missing
CATS2D_09_DNnumeric3 unique values
0 missing
CATS2D_09_LLnumeric11 unique values
0 missing
CATS2D_09_NLnumeric5 unique values
0 missing
CENTnumeric32 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.numeric36 unique values
0 missing
Chi0_EA.dm.numeric35 unique values
0 missing
Chi0_EA.ed.numeric32 unique values
0 missing
Chi0_EA.ri.numeric33 unique values
0 missing
Chi1_AEA.bo.numeric32 unique values
0 missing
Chi1_AEA.dm.numeric32 unique values
0 missing
Chi1_AEA.ed.numeric32 unique values
0 missing
Chi1_AEA.ri.numeric32 unique values
0 missing
Chi1_EAnumeric32 unique values
0 missing
Chi1_EA.bo.numeric36 unique values
0 missing
Chi1_EA.dm.numeric35 unique values
0 missing
Chi1_EA.ed.numeric32 unique values
0 missing
Chi1_EA.ri.numeric33 unique values
0 missing
CIC0numeric34 unique values
0 missing
CIC1numeric36 unique values
0 missing
CIC2numeric36 unique values
0 missing
CIC3numeric35 unique values
0 missing
CIC4numeric34 unique values
0 missing
CIC5numeric35 unique values
0 missing
CIDnumeric31 unique values
0 missing
Cl.089numeric2 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
cRo5numeric2 unique values
0 missing
CSInumeric32 unique values
0 missing
DBInumeric24 unique values
0 missing
D.Dtr05numeric25 unique values
0 missing
D.Dtr06numeric32 unique values
0 missing
D.Dtr08numeric8 unique values
0 missing
D.Dtr09numeric8 unique values
0 missing
D.Dtr10numeric3 unique values
0 missing
DECCnumeric32 unique values
0 missing
DELSnumeric36 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
DLS_01numeric4 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
42
Number of instances (rows) of the dataset.
NumberOfFeatures
417
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
416
Number of numeric attributes.
NumberOfSymbolicFeatures
1
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
9.93
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.63
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
0.74
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.38
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
11.87
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
0.44
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.01
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.94
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
42
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.77
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxMeansOfNumericAtts
1787.17
Maximum of means 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
2.98
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
99.76
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.09
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.45
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.
MaxSkewnessOfNumericAtts
6.48
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.41
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
2185.69
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.51
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.43
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
0.7
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
2.94
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanMeansOfNumericAtts
14.35
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.24
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.35
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.44
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2845
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2845
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2845
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2845
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2845
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2845
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2845
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2845
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2845
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2845
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2845
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2845
0 runs - estimation_procedure: 50 times Clustering
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