Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3074

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3074

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: CHEMBL3074 (TID: 11896), and it has 35 rows and 413 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.

415 features

pXC50 (target)numeric29 unique values
0 missing
molecule_id (row identifier)nominal35 unique values
0 missing
Chi1_EA.ri.numeric35 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
CIC0numeric33 unique values
0 missing
MATS2enumeric33 unique values
0 missing
CIC1numeric34 unique values
0 missing
BIC4numeric27 unique values
0 missing
CIC2numeric33 unique values
0 missing
BIC5numeric29 unique values
0 missing
CIC3numeric34 unique values
0 missing
CIC5numeric31 unique values
0 missing
CIDnumeric28 unique values
0 missing
SIC4numeric27 unique values
0 missing
Cl.089numeric2 unique values
0 missing
SIC5numeric26 unique values
0 missing
CMC.50numeric2 unique values
0 missing
PDInumeric31 unique values
0 missing
CMC.80numeric2 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
cRo5numeric2 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
CSInumeric28 unique values
0 missing
Eig01_AEA.bo.numeric16 unique values
0 missing
DBInumeric19 unique values
0 missing
GATS1enumeric31 unique values
0 missing
D.Dtr05numeric12 unique values
0 missing
MATS1inumeric31 unique values
0 missing
D.Dtr06numeric28 unique values
0 missing
MATS3inumeric34 unique values
0 missing
D.Dtr09numeric7 unique values
0 missing
SaaNHnumeric7 unique values
0 missing
D.Dtr10numeric23 unique values
0 missing
SpMax_AEA.bo.numeric16 unique values
0 missing
DECCnumeric28 unique values
0 missing
GATS3pnumeric33 unique values
0 missing
DELSnumeric35 unique values
0 missing
GATS1inumeric33 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
MATS3pnumeric34 unique values
0 missing
DLS_01numeric3 unique values
0 missing
MATS2pnumeric34 unique values
0 missing
DLS_02numeric4 unique values
0 missing
GATS3vnumeric32 unique values
0 missing
DLS_03numeric3 unique values
0 missing
MATS3vnumeric35 unique values
0 missing
DLS_04numeric6 unique values
0 missing
CIC4numeric31 unique values
0 missing
DLS_05numeric2 unique values
0 missing
SpMAD_EA.ri.numeric28 unique values
0 missing
DLS_06numeric2 unique values
0 missing
X1Anumeric17 unique values
0 missing
DLS_consnumeric17 unique values
0 missing
AACnumeric32 unique values
0 missing
Dznumeric32 unique values
0 missing
AECCnumeric28 unique values
0 missing
ECCnumeric28 unique values
0 missing
ALOGPnumeric35 unique values
0 missing
Eig01_AEA.dm.numeric12 unique values
0 missing
ALOGP2numeric35 unique values
0 missing
Eig01_AEA.ed.numeric14 unique values
0 missing
AMRnumeric35 unique values
0 missing
Eig01_AEA.ri.numeric17 unique values
0 missing
AMWnumeric33 unique values
0 missing
Eig01_EAnumeric18 unique values
0 missing
ARRnumeric24 unique values
0 missing
Eig01_EA.bo.numeric14 unique values
0 missing
ATS1enumeric32 unique values
0 missing
Eig01_EA.dm.numeric5 unique values
0 missing
ATS1inumeric32 unique values
0 missing
Eig01_EA.ed.numeric20 unique values
0 missing
ATS1mnumeric32 unique values
0 missing
Eig01_EA.ri.numeric14 unique values
0 missing
ATS1pnumeric33 unique values
0 missing
Eig02_AEA.bo.numeric20 unique values
0 missing
ATS1snumeric34 unique values
0 missing
Eig02_AEA.dm.numeric19 unique values
0 missing
ATS1vnumeric33 unique values
0 missing
Eig02_AEA.ed.numeric15 unique values
0 missing
ATS2enumeric33 unique values
0 missing
Eig02_AEA.ri.numeric25 unique values
0 missing
ATS2inumeric34 unique values
0 missing
Eig02_EAnumeric21 unique values
0 missing
ATS2mnumeric34 unique values
0 missing
Eig02_EA.bo.numeric20 unique values
0 missing
ATS2pnumeric33 unique values
0 missing
Eig02_EA.dm.numeric11 unique values
0 missing
ATS2snumeric33 unique values
0 missing
Eig02_EA.ed.numeric18 unique values
0 missing
ATS2vnumeric34 unique values
0 missing
Eig02_EA.ri.numeric26 unique values
0 missing
ATS3enumeric35 unique values
0 missing
Eig03_AEA.bo.numeric26 unique values
0 missing
ATS3inumeric35 unique values
0 missing
Eig03_AEA.dm.numeric25 unique values
0 missing
ATS3mnumeric31 unique values
0 missing
Eig03_AEA.ed.numeric22 unique values
0 missing
ATS3pnumeric34 unique values
0 missing
Eig03_AEA.ri.numeric33 unique values
0 missing
ATS3snumeric35 unique values
0 missing
Eig03_EAnumeric26 unique values
0 missing
ATS3vnumeric35 unique values
0 missing
Eig03_EA.bo.numeric24 unique values
0 missing
ATS4enumeric35 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
ATS4inumeric33 unique values
0 missing
Eig03_EA.ed.numeric25 unique values
0 missing
ATS4mnumeric35 unique values
0 missing
Eig03_EA.ri.numeric35 unique values
0 missing
ATS4pnumeric34 unique values
0 missing
Eig04_AEA.bo.numeric27 unique values
0 missing
ATS4snumeric35 unique values
0 missing
Eig04_AEA.dm.numeric21 unique values
0 missing
ATS4vnumeric33 unique values
0 missing
Eig04_AEA.ed.numeric25 unique values
0 missing
ATS5enumeric35 unique values
0 missing
Eig04_AEA.ri.numeric34 unique values
0 missing
ATS5inumeric35 unique values
0 missing
Eig04_EAnumeric27 unique values
0 missing
ATS5mnumeric35 unique values
0 missing
Eig04_EA.bo.numeric24 unique values
0 missing
ATS5pnumeric34 unique values
0 missing
Eig04_EA.dm.numeric5 unique values
0 missing
ATS5snumeric35 unique values
0 missing
Eig04_EA.ed.numeric28 unique values
0 missing
ATS5vnumeric34 unique values
0 missing
Eig04_EA.ri.numeric35 unique values
0 missing
ATS6enumeric35 unique values
0 missing
Eig05_AEA.bo.numeric26 unique values
0 missing
ATS6inumeric34 unique values
0 missing
Eig05_AEA.dm.numeric24 unique values
0 missing
ATS6mnumeric35 unique values
0 missing
Eig05_AEA.ed.numeric20 unique values
0 missing
ATS6pnumeric35 unique values
0 missing
Eig05_AEA.ri.numeric29 unique values
0 missing
ATS6snumeric35 unique values
0 missing
Eig05_EAnumeric25 unique values
0 missing
ATS6vnumeric35 unique values
0 missing
Eig05_EA.bo.numeric27 unique values
0 missing
ATS7enumeric35 unique values
0 missing
Eig05_EA.dm.numeric4 unique values
0 missing
ATS7inumeric34 unique values
0 missing
Eig05_EA.ed.numeric27 unique values
0 missing
ATS7mnumeric35 unique values
0 missing
Eig05_EA.ri.numeric33 unique values
0 missing
ATS7pnumeric34 unique values
0 missing
Eig06_AEA.bo.numeric21 unique values
0 missing
ATS7snumeric34 unique values
0 missing
Eig06_AEA.dm.numeric27 unique values
0 missing
ATS7vnumeric33 unique values
0 missing
Eig06_AEA.ed.numeric20 unique values
0 missing
ATS8enumeric35 unique values
0 missing
Eig06_AEA.ri.numeric31 unique values
0 missing
ATS8inumeric35 unique values
0 missing
Eig06_EAnumeric24 unique values
0 missing
ATS8mnumeric35 unique values
0 missing
Eig06_EA.bo.numeric19 unique values
0 missing
ATS8pnumeric35 unique values
0 missing
Eig06_EA.dm.numeric3 unique values
0 missing
ATS8snumeric34 unique values
0 missing
Eig06_EA.ed.numeric21 unique values
0 missing
ATS8vnumeric35 unique values
0 missing
Eig06_EA.ri.numeric31 unique values
0 missing
ATSC1enumeric30 unique values
0 missing
Eig07_AEA.bo.numeric22 unique values
0 missing
ATSC1inumeric33 unique values
0 missing
Eig07_AEA.dm.numeric28 unique values
0 missing
ATSC1mnumeric33 unique values
0 missing
Eig07_AEA.ed.numeric22 unique values
0 missing
ATSC1pnumeric33 unique values
0 missing
Eig07_AEA.ri.numeric25 unique values
0 missing
ATSC1snumeric35 unique values
0 missing
Eig07_EAnumeric21 unique values
0 missing
ATSC1vnumeric33 unique values
0 missing
Eig07_EA.bo.numeric22 unique values
0 missing
ATSC2enumeric33 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
ATSC2inumeric35 unique values
0 missing
Eig07_EA.ed.numeric25 unique values
0 missing
ATSC2mnumeric35 unique values
0 missing
Eig07_EA.ri.numeric28 unique values
0 missing
ATSC2pnumeric35 unique values
0 missing
Eig08_AEA.bo.numeric27 unique values
0 missing
ATSC2snumeric35 unique values
0 missing
Eig08_AEA.dm.numeric29 unique values
0 missing
ATSC2vnumeric35 unique values
0 missing
Eig08_AEA.ed.numeric26 unique values
0 missing
ATSC3enumeric35 unique values
0 missing
Eig08_AEA.ri.numeric33 unique values
0 missing
ATSC3inumeric35 unique values
0 missing
Eig08_EAnumeric23 unique values
0 missing
ATSC3mnumeric35 unique values
0 missing
Eig08_EA.bo.numeric25 unique values
0 missing
ATSC3pnumeric35 unique values
0 missing
Eig08_EA.ed.numeric26 unique values
0 missing
ATSC3snumeric35 unique values
0 missing
Eig08_EA.ri.numeric31 unique values
0 missing
ATSC3vnumeric35 unique values
0 missing
Eig09_AEA.bo.numeric25 unique values
0 missing
ATSC4enumeric34 unique values
0 missing
Eig09_AEA.dm.numeric30 unique values
0 missing
ATSC4inumeric31 unique values
0 missing
Eig09_AEA.ed.numeric26 unique values
0 missing
ATSC4mnumeric35 unique values
0 missing
Eig09_AEA.ri.numeric27 unique values
0 missing
ATSC4pnumeric34 unique values
0 missing
Eig09_EAnumeric22 unique values
0 missing
ATSC4snumeric35 unique values
0 missing
Eig09_EA.bo.numeric25 unique values
0 missing
ATSC4vnumeric35 unique values
0 missing
Eig09_EA.ed.numeric26 unique values
0 missing
ATSC5enumeric33 unique values
0 missing
Eig09_EA.ri.numeric27 unique values
0 missing
ATSC5inumeric35 unique values
0 missing
Eig10_AEA.bo.numeric25 unique values
0 missing
ATSC5mnumeric35 unique values
0 missing
Eig10_AEA.dm.numeric25 unique values
0 missing
ATSC5pnumeric35 unique values
0 missing
Eig10_AEA.ed.numeric26 unique values
0 missing
ATSC5snumeric35 unique values
0 missing
Eig10_AEA.ri.numeric30 unique values
0 missing
ATSC5vnumeric35 unique values
0 missing
Eig10_EAnumeric25 unique values
0 missing
ATSC6enumeric35 unique values
0 missing
Eig10_EA.bo.numeric23 unique values
0 missing
ATSC6inumeric35 unique values
0 missing
Eig10_EA.ed.numeric27 unique values
0 missing
ATSC6mnumeric35 unique values
0 missing
Eig10_EA.ri.numeric29 unique values
0 missing
ATSC6pnumeric35 unique values
0 missing
Eig11_AEA.bo.numeric24 unique values
0 missing
ATSC6snumeric35 unique values
0 missing
Eig11_AEA.dm.numeric28 unique values
0 missing
ATSC6vnumeric35 unique values
0 missing
Eig11_AEA.ed.numeric26 unique values
0 missing
ATSC7enumeric35 unique values
0 missing
Eig11_AEA.ri.numeric29 unique values
0 missing
ATSC7inumeric35 unique values
0 missing
Eig11_EAnumeric23 unique values
0 missing
ATSC7mnumeric34 unique values
0 missing
Eig11_EA.bo.numeric23 unique values
0 missing
ATSC7pnumeric35 unique values
0 missing
Eig11_EA.ed.numeric25 unique values
0 missing
ATSC7snumeric35 unique values
0 missing
Eig11_EA.ri.numeric24 unique values
0 missing
ATSC7vnumeric35 unique values
0 missing
Eig12_AEA.bo.numeric25 unique values
0 missing
ATSC8enumeric35 unique values
0 missing
Eig12_AEA.dm.numeric21 unique values
0 missing
ATSC8inumeric34 unique values
0 missing
Eig12_AEA.ed.numeric23 unique values
0 missing
ATSC8mnumeric35 unique values
0 missing
Eig12_AEA.ri.numeric29 unique values
0 missing
ATSC8pnumeric35 unique values
0 missing
Eig12_EAnumeric24 unique values
0 missing
ATSC8snumeric35 unique values
0 missing
Eig12_EA.bo.numeric26 unique values
0 missing
ATSC8vnumeric35 unique values
0 missing
Eig12_EA.ed.numeric24 unique values
0 missing
BACnumeric19 unique values
0 missing
Eig12_EA.ri.numeric26 unique values
0 missing
BBInumeric23 unique values
0 missing
Eig13_AEA.bo.numeric22 unique values
0 missing
BIC0numeric29 unique values
0 missing
Eig13_AEA.dm.numeric23 unique values
0 missing
BIC1numeric33 unique values
0 missing
Eig13_AEA.ed.numeric24 unique values
0 missing
BIC2numeric33 unique values
0 missing
Eig13_AEA.ri.numeric28 unique values
0 missing
BIC3numeric32 unique values
0 missing
Eig13_EAnumeric22 unique values
0 missing
BIDnumeric24 unique values
0 missing
Eig13_EA.bo.numeric23 unique values
0 missing
BLInumeric32 unique values
0 missing
Eig13_EA.ed.numeric22 unique values
0 missing
BLTA96numeric30 unique values
0 missing
Eig13_EA.ri.numeric25 unique values
0 missing
BLTD48numeric31 unique values
0 missing
Eig14_AEA.bo.numeric26 unique values
0 missing
BLTF96numeric32 unique values
0 missing
Eig14_AEA.dm.numeric27 unique values
0 missing
C.numeric24 unique values
0 missing
Eig14_AEA.ed.numeric25 unique values
0 missing
C.001numeric4 unique values
0 missing
Eig14_AEA.ri.numeric30 unique values
0 missing
C.002numeric3 unique values
0 missing
Eig14_EAnumeric23 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig14_EA.bo.numeric24 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig14_EA.ed.numeric23 unique values
0 missing
C.006numeric6 unique values
0 missing
Eig14_EA.ri.numeric27 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig15_AEA.bo.numeric23 unique values
0 missing
C.013numeric2 unique values
0 missing
Eig15_AEA.dm.numeric24 unique values
0 missing
C.024numeric12 unique values
0 missing
Eig15_AEA.ed.numeric26 unique values
0 missing
C.025numeric4 unique values
0 missing
Eig15_AEA.ri.numeric30 unique values
0 missing
C.026numeric6 unique values
0 missing
Eig15_EAnumeric24 unique values
0 missing
C.027numeric3 unique values
0 missing
Eig15_EA.bo.numeric25 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig15_EA.ed.numeric25 unique values
0 missing
C.029numeric2 unique values
0 missing
Eig15_EA.ri.numeric30 unique values
0 missing
C.032numeric2 unique values
0 missing
Eta_alphanumeric33 unique values
0 missing
C.033numeric3 unique values
0 missing
Eta_alpha_Anumeric24 unique values
0 missing
C.034numeric2 unique values
0 missing
Eta_Bnumeric20 unique values
0 missing
C.040numeric3 unique values
0 missing
Eta_B_Anumeric14 unique values
0 missing
C.041numeric2 unique values
0 missing
C.042numeric2 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
CATS2D_01_LLnumeric9 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
CATS2D_03_LLnumeric7 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
CATS2D_04_LLnumeric11 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
CATS2D_05_ALnumeric12 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
CATS2D_05_LLnumeric10 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
CATS2D_06_ALnumeric10 unique values
0 missing
CATS2D_06_ANnumeric2 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_DLnumeric6 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
CATS2D_06_LLnumeric11 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
CATS2D_06_PNnumeric2 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
CATS2D_07_ALnumeric11 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
CATS2D_07_LLnumeric9 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
CATS2D_07_PLnumeric4 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
CATS2D_08_ALnumeric8 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
CATS2D_08_DDnumeric4 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
CATS2D_08_LLnumeric11 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
CATS2D_09_ALnumeric8 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
CATS2D_09_LLnumeric10 unique values
0 missing
CATS2D_09_PLnumeric5 unique values
0 missing
CENTnumeric27 unique values
0 missing
Chi0_AEA.bo.numeric28 unique values
0 missing
Chi0_AEA.dm.numeric28 unique values
0 missing
Chi0_AEA.ed.numeric28 unique values
0 missing
Chi0_AEA.ri.numeric28 unique values
0 missing
Chi0_EAnumeric28 unique values
0 missing
Chi0_EA.bo.numeric29 unique values
0 missing
Chi0_EA.dm.numeric23 unique values
0 missing
Chi0_EA.ed.numeric28 unique values
0 missing
Chi0_EA.ri.numeric35 unique values
0 missing
Chi1_AEA.bo.numeric28 unique values
0 missing
Chi1_AEA.dm.numeric28 unique values
0 missing
Chi1_AEA.ed.numeric28 unique values
0 missing
Chi1_AEA.ri.numeric28 unique values
0 missing
Chi1_EAnumeric28 unique values
0 missing
Chi1_EA.bo.numeric29 unique values
0 missing
Chi1_EA.dm.numeric23 unique values
0 missing
Chi1_EA.ed.numeric28 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
35
Number of instances (rows) of the dataset.
NumberOfFeatures
415
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
414
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.5
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.03
Minimum kurtosis among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
35
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.86
Minimum of means among attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
1.04
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
1502.03
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfNumericFeatures
99.76
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.83
Third quartile of means 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.
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.
MinSkewnessOfNumericAtts
-3.99
Minimum skewness among attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.07
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
5.92
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
Quartile1KurtosisOfNumericAtts
-0.7
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.25
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
1138.33
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.57
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.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanKurtosisOfNumericAtts
2.47
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1SkewnessOfNumericAtts
0.05
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
12.63
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.24
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.05
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.
Quartile2KurtosisOfNumericAtts
-0.18
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
11.86
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
2.27
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
0.85
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
7.05
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
0.44
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3074
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3074
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3074
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3074
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3074
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3074
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3074
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3074
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3074
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3074
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3074
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3074
0 runs - estimation_procedure: 50 times Clustering
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