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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743125

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743125

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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: CHEMBL1743125 (TID: 104066), and it has 46 rows and 428 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.

430 features

pXC50 (target)numeric35 unique values
0 missing
molecule_id (row identifier)nominal46 unique values
0 missing
AACnumeric38 unique values
0 missing
AECCnumeric43 unique values
0 missing
ALOGPnumeric41 unique values
0 missing
ALOGP2numeric41 unique values
0 missing
AMRnumeric41 unique values
0 missing
AMWnumeric39 unique values
0 missing
ARRnumeric17 unique values
0 missing
ATS1enumeric40 unique values
0 missing
ATS1inumeric39 unique values
0 missing
ATS1mnumeric41 unique values
0 missing
ATS1pnumeric40 unique values
0 missing
ATS1snumeric42 unique values
0 missing
ATS1vnumeric40 unique values
0 missing
ATS2enumeric40 unique values
0 missing
ATS2inumeric37 unique values
0 missing
ATS2mnumeric40 unique values
0 missing
ATS2pnumeric41 unique values
0 missing
ATS2snumeric45 unique values
0 missing
ATS2vnumeric40 unique values
0 missing
ATS3enumeric40 unique values
0 missing
ATS3inumeric41 unique values
0 missing
ATS3mnumeric42 unique values
0 missing
ATS3pnumeric42 unique values
0 missing
ATS3snumeric41 unique values
0 missing
ATS3vnumeric42 unique values
0 missing
ATS4enumeric42 unique values
0 missing
ATS4inumeric43 unique values
0 missing
ATS4mnumeric45 unique values
0 missing
ATS4pnumeric45 unique values
0 missing
ATS4snumeric45 unique values
0 missing
ATS4vnumeric45 unique values
0 missing
ATS5enumeric45 unique values
0 missing
ATS5inumeric43 unique values
0 missing
ATS5mnumeric45 unique values
0 missing
ATS5pnumeric45 unique values
0 missing
ATS5snumeric45 unique values
0 missing
ATS5vnumeric44 unique values
0 missing
ATS6enumeric45 unique values
0 missing
ATS6inumeric43 unique values
0 missing
ATS6mnumeric44 unique values
0 missing
ATS6pnumeric45 unique values
0 missing
ATS6snumeric45 unique values
0 missing
ATS6vnumeric45 unique values
0 missing
ATS7enumeric44 unique values
0 missing
ATS7inumeric43 unique values
0 missing
ATS7mnumeric44 unique values
0 missing
ATS7pnumeric44 unique values
0 missing
ATS7snumeric44 unique values
0 missing
ATS7vnumeric44 unique values
0 missing
ATS8enumeric41 unique values
0 missing
ATS8inumeric41 unique values
0 missing
ATS8mnumeric41 unique values
0 missing
ATS8pnumeric41 unique values
0 missing
ATS8snumeric40 unique values
0 missing
ATS8vnumeric41 unique values
0 missing
ATSC1enumeric37 unique values
0 missing
ATSC1inumeric41 unique values
0 missing
ATSC1mnumeric41 unique values
0 missing
ATSC1pnumeric40 unique values
0 missing
ATSC1snumeric42 unique values
0 missing
ATSC1vnumeric41 unique values
0 missing
ATSC2enumeric41 unique values
0 missing
ATSC2inumeric41 unique values
0 missing
ATSC2mnumeric41 unique values
0 missing
ATSC2pnumeric41 unique values
0 missing
ATSC2snumeric45 unique values
0 missing
ATSC2vnumeric41 unique values
0 missing
ATSC3enumeric40 unique values
0 missing
ATSC3inumeric41 unique values
0 missing
ATSC3mnumeric42 unique values
0 missing
ATSC3pnumeric42 unique values
0 missing
ATSC3snumeric45 unique values
0 missing
ATSC3vnumeric42 unique values
0 missing
ATSC4enumeric43 unique values
0 missing
ATSC4inumeric44 unique values
0 missing
ATSC4mnumeric45 unique values
0 missing
ATSC4pnumeric45 unique values
0 missing
ATSC4snumeric45 unique values
0 missing
ATSC4vnumeric45 unique values
0 missing
ATSC5enumeric42 unique values
0 missing
ATSC5inumeric45 unique values
0 missing
ATSC5mnumeric45 unique values
0 missing
ATSC5pnumeric45 unique values
0 missing
ATSC5snumeric45 unique values
0 missing
ATSC5vnumeric45 unique values
0 missing
ATSC6enumeric43 unique values
0 missing
ATSC6inumeric43 unique values
0 missing
ATSC6mnumeric45 unique values
0 missing
ATSC6pnumeric45 unique values
0 missing
ATSC6snumeric45 unique values
0 missing
ATSC6vnumeric44 unique values
0 missing
ATSC7enumeric45 unique values
0 missing
ATSC7inumeric44 unique values
0 missing
ATSC7mnumeric45 unique values
0 missing
ATSC7pnumeric44 unique values
0 missing
ATSC7snumeric45 unique values
0 missing
ATSC7vnumeric45 unique values
0 missing
ATSC8enumeric44 unique values
0 missing
ATSC8inumeric41 unique values
0 missing
ATSC8mnumeric44 unique values
0 missing
ATSC8pnumeric44 unique values
0 missing
ATSC8snumeric45 unique values
0 missing
ATSC8vnumeric44 unique values
0 missing
BACnumeric33 unique values
0 missing
BBInumeric24 unique values
0 missing
BIC0numeric35 unique values
0 missing
BIC1numeric40 unique values
0 missing
BIC2numeric39 unique values
0 missing
BIC3numeric34 unique values
0 missing
BIC4numeric36 unique values
0 missing
BIC5numeric36 unique values
0 missing
BIDnumeric40 unique values
0 missing
BLInumeric37 unique values
0 missing
BLTA96numeric37 unique values
0 missing
BLTD48numeric36 unique values
0 missing
BLTF96numeric38 unique values
0 missing
C.numeric36 unique values
0 missing
C.001numeric6 unique values
0 missing
C.002numeric6 unique values
0 missing
C.003numeric3 unique values
0 missing
C.005numeric4 unique values
0 missing
C.006numeric4 unique values
0 missing
C.008numeric4 unique values
0 missing
C.009numeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
C.016numeric2 unique values
0 missing
C.017numeric2 unique values
0 missing
C.019numeric3 unique values
0 missing
C.024numeric7 unique values
0 missing
C.025numeric6 unique values
0 missing
C.026numeric2 unique values
0 missing
C.028numeric2 unique values
0 missing
C.033numeric4 unique values
0 missing
C.034numeric4 unique values
0 missing
C.040numeric3 unique values
0 missing
C.042numeric2 unique values
0 missing
C.044numeric2 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_LLnumeric15 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
CATS2D_02_LLnumeric14 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
CATS2D_03_DDnumeric4 unique values
0 missing
CATS2D_03_DLnumeric11 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
CATS2D_03_DPnumeric3 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
CATS2D_03_NNnumeric2 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
CATS2D_03_PNnumeric2 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
CATS2D_04_DLnumeric9 unique values
0 missing
CATS2D_04_DNnumeric3 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
CATS2D_04_LLnumeric6 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
CATS2D_04_PNnumeric2 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
CATS2D_05_ANnumeric3 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
CATS2D_05_DDnumeric4 unique values
0 missing
CATS2D_05_DLnumeric11 unique values
0 missing
CATS2D_05_DNnumeric3 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
CATS2D_05_LLnumeric6 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
CATS2D_05_PNnumeric2 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
CATS2D_06_DDnumeric5 unique values
0 missing
CATS2D_06_DLnumeric9 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
CATS2D_06_DPnumeric4 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
CATS2D_06_NNnumeric2 unique values
0 missing
CATS2D_06_PLnumeric4 unique values
0 missing
CATS2D_06_PNnumeric2 unique values
0 missing
CATS2D_06_PPnumeric2 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
CATS2D_07_ALnumeric9 unique values
0 missing
CATS2D_07_ANnumeric3 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
CATS2D_07_DLnumeric9 unique values
0 missing
CATS2D_07_DNnumeric3 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_NNnumeric2 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
CATS2D_07_PNnumeric2 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
CATS2D_08_DLnumeric8 unique values
0 missing
CATS2D_08_DNnumeric3 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
CATS2D_08_LLnumeric10 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
CATS2D_08_PNnumeric2 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
CATS2D_09_DDnumeric4 unique values
0 missing
CATS2D_09_DLnumeric6 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
CATS2D_09_DPnumeric3 unique values
0 missing
CATS2D_09_LLnumeric11 unique values
0 missing
CATS2D_09_NLnumeric4 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
CATS2D_09_PNnumeric2 unique values
0 missing
CATS2D_09_PPnumeric2 unique values
0 missing
CENTnumeric42 unique values
0 missing
Chi0_AEA.bo.numeric38 unique values
0 missing
Chi0_AEA.dm.numeric38 unique values
0 missing
Chi0_AEA.ed.numeric38 unique values
0 missing
Chi0_AEA.ri.numeric38 unique values
0 missing
Chi0_EAnumeric38 unique values
0 missing
Chi0_EA.bo.numeric38 unique values
0 missing
Chi0_EA.dm.numeric31 unique values
0 missing
Chi0_EA.ed.numeric44 unique values
0 missing
Chi0_EA.ri.numeric42 unique values
0 missing
Chi1_AEA.bo.numeric43 unique values
0 missing
Chi1_AEA.dm.numeric43 unique values
0 missing
Chi1_AEA.ed.numeric43 unique values
0 missing
Chi1_AEA.ri.numeric43 unique values
0 missing
Chi1_EAnumeric43 unique values
0 missing
Chi1_EA.bo.numeric43 unique values
0 missing
Chi1_EA.dm.numeric35 unique values
0 missing
Chi1_EA.ed.numeric44 unique values
0 missing
Chi1_EA.ri.numeric45 unique values
0 missing
CIC0numeric39 unique values
0 missing
CIC1numeric41 unique values
0 missing
CIC2numeric40 unique values
0 missing
CIC3numeric38 unique values
0 missing
CIC4numeric36 unique values
0 missing
CIC5numeric38 unique values
0 missing
CIDnumeric40 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
CSInumeric44 unique values
0 missing
DBInumeric25 unique values
0 missing
D.Dtr04numeric5 unique values
0 missing
D.Dtr05numeric12 unique values
0 missing
D.Dtr06numeric19 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
D.Dtr08numeric4 unique values
0 missing
D.Dtr09numeric5 unique values
0 missing
DECCnumeric44 unique values
0 missing
DELSnumeric45 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
DLS_01numeric3 unique values
0 missing
DLS_02numeric4 unique values
0 missing
DLS_03numeric4 unique values
0 missing
DLS_04numeric7 unique values
0 missing
DLS_05numeric3 unique values
0 missing
DLS_06numeric4 unique values
0 missing
DLS_07numeric3 unique values
0 missing
DLS_consnumeric16 unique values
0 missing
Dznumeric35 unique values
0 missing
ECCnumeric43 unique values
0 missing
Eig01_AEA.bo.numeric39 unique values
0 missing
Eig01_AEA.dm.numeric36 unique values
0 missing
Eig01_AEA.ed.numeric38 unique values
0 missing
Eig01_AEA.ri.numeric39 unique values
0 missing
Eig01_EAnumeric39 unique values
0 missing
Eig01_EA.bo.numeric36 unique values
0 missing
Eig01_EA.dm.numeric7 unique values
0 missing
Eig01_EA.ed.numeric41 unique values
0 missing
Eig01_EA.ri.numeric41 unique values
0 missing
Eig02_AEA.bo.numeric41 unique values
0 missing
Eig02_AEA.dm.numeric38 unique values
0 missing
Eig02_AEA.ed.numeric41 unique values
0 missing
Eig02_AEA.ri.numeric42 unique values
0 missing
Eig02_EAnumeric42 unique values
0 missing
Eig02_EA.bo.numeric41 unique values
0 missing
Eig02_EA.dm.numeric11 unique values
0 missing
Eig02_EA.ed.numeric43 unique values
0 missing
Eig02_EA.ri.numeric43 unique values
0 missing
Eig03_AEA.bo.numeric43 unique values
0 missing
Eig03_AEA.dm.numeric39 unique values
0 missing
Eig03_AEA.ed.numeric43 unique values
0 missing
Eig03_AEA.ri.numeric44 unique values
0 missing
Eig03_EAnumeric42 unique values
0 missing
Eig03_EA.bo.numeric44 unique values
0 missing
Eig03_EA.dm.numeric13 unique values
0 missing
Eig03_EA.ed.numeric44 unique values
0 missing
Eig03_EA.ri.numeric45 unique values
0 missing
Eig04_AEA.bo.numeric43 unique values
0 missing
Eig04_AEA.dm.numeric44 unique values
0 missing
Eig04_AEA.ed.numeric43 unique values
0 missing
Eig04_AEA.ri.numeric45 unique values
0 missing
Eig04_EAnumeric42 unique values
0 missing
Eig04_EA.bo.numeric43 unique values
0 missing
Eig04_EA.dm.numeric11 unique values
0 missing
Eig04_EA.ed.numeric44 unique values
0 missing
Eig04_EA.ri.numeric45 unique values
0 missing
Eig05_AEA.bo.numeric42 unique values
0 missing
Eig05_AEA.dm.numeric44 unique values
0 missing
Eig05_AEA.ed.numeric43 unique values
0 missing
Eig05_AEA.ri.numeric41 unique values
0 missing
Eig05_EAnumeric40 unique values
0 missing
Eig05_EA.bo.numeric42 unique values
0 missing
Eig05_EA.dm.numeric14 unique values
0 missing
Eig05_EA.ed.numeric42 unique values
0 missing
Eig05_EA.ri.numeric43 unique values
0 missing
Eig06_AEA.bo.numeric39 unique values
0 missing
Eig06_AEA.dm.numeric44 unique values
0 missing
Eig06_AEA.ed.numeric39 unique values
0 missing
Eig06_AEA.ri.numeric40 unique values
0 missing
Eig06_EAnumeric36 unique values
0 missing
Eig06_EA.bo.numeric42 unique values
0 missing
Eig06_EA.dm.numeric12 unique values
0 missing
Eig06_EA.ed.numeric39 unique values
0 missing
Eig06_EA.ri.numeric42 unique values
0 missing
Eig07_AEA.bo.numeric40 unique values
0 missing
Eig07_AEA.dm.numeric42 unique values
0 missing
Eig07_AEA.ed.numeric39 unique values
0 missing
Eig07_AEA.ri.numeric41 unique values
0 missing
Eig07_EAnumeric33 unique values
0 missing
Eig07_EA.bo.numeric39 unique values
0 missing
Eig07_EA.dm.numeric10 unique values
0 missing
Eig07_EA.ed.numeric38 unique values
0 missing
Eig07_EA.ri.numeric40 unique values
0 missing
Eig08_AEA.bo.numeric37 unique values
0 missing
Eig08_AEA.dm.numeric41 unique values
0 missing
Eig08_AEA.ed.numeric39 unique values
0 missing
Eig08_AEA.ri.numeric42 unique values
0 missing
Eig08_EAnumeric36 unique values
0 missing
Eig08_EA.bo.numeric37 unique values
0 missing
Eig08_EA.dm.numeric10 unique values
0 missing
Eig08_EA.ed.numeric39 unique values
0 missing
Eig08_EA.ri.numeric41 unique values
0 missing
Eig09_AEA.bo.numeric37 unique values
0 missing
Eig09_AEA.dm.numeric43 unique values
0 missing
Eig09_AEA.ed.numeric40 unique values
0 missing
Eig09_AEA.ri.numeric34 unique values
0 missing
Eig09_EAnumeric28 unique values
0 missing
Eig09_EA.bo.numeric39 unique values
0 missing
Eig09_EA.dm.numeric9 unique values
0 missing
Eig09_EA.ed.numeric30 unique values
0 missing
Eig09_EA.ri.numeric37 unique values
0 missing
Eig10_AEA.bo.numeric34 unique values
0 missing
Eig10_AEA.dm.numeric38 unique values
0 missing
Eig10_AEA.ed.numeric30 unique values
0 missing
Eig10_AEA.ri.numeric37 unique values
0 missing
Eig10_EAnumeric31 unique values
0 missing
Eig10_EA.bo.numeric40 unique values
0 missing
Eig10_EA.dm.numeric8 unique values
0 missing
Eig10_EA.ed.numeric36 unique values
0 missing
Eig10_EA.ri.numeric39 unique values
0 missing
Eig11_AEA.bo.numeric36 unique values
0 missing
Eig11_AEA.dm.numeric38 unique values
0 missing
Eig11_AEA.ed.numeric32 unique values
0 missing
Eig11_AEA.ri.numeric36 unique values
0 missing
Eig11_EAnumeric28 unique values
0 missing
Eig11_EA.bo.numeric34 unique values
0 missing
Eig11_EA.dm.numeric9 unique values
0 missing
Eig11_EA.ed.numeric32 unique values
0 missing
Eig11_EA.ri.numeric38 unique values
0 missing
Eig12_AEA.bo.numeric35 unique values
0 missing
Eig12_AEA.dm.numeric34 unique values
0 missing
Eig12_AEA.ed.numeric27 unique values
0 missing
Eig12_AEA.ri.numeric32 unique values
0 missing
Eig12_EAnumeric26 unique values
0 missing
Eig12_EA.bo.numeric32 unique values
0 missing
Eig12_EA.dm.numeric11 unique values
0 missing
Eig12_EA.ed.numeric29 unique values
0 missing
Eig12_EA.ri.numeric33 unique values
0 missing
Eig13_AEA.bo.numeric35 unique values
0 missing
Eig13_AEA.dm.numeric35 unique values
0 missing
Eig13_AEA.ed.numeric27 unique values
0 missing
Eig13_AEA.ri.numeric32 unique values
0 missing
Eig13_EAnumeric31 unique values
0 missing
Eig13_EA.bo.numeric33 unique values
0 missing
Eig13_EA.dm.numeric13 unique values
0 missing
Eig13_EA.ed.numeric33 unique values
0 missing
Eig13_EA.ri.numeric33 unique values
0 missing
Eig14_AEA.bo.numeric29 unique values
0 missing
Eig14_AEA.dm.numeric31 unique values
0 missing
Eig14_AEA.ed.numeric26 unique values
0 missing
Eig14_AEA.ri.numeric29 unique values
0 missing
Eig14_EAnumeric26 unique values
0 missing
Eig14_EA.bo.numeric29 unique values
0 missing
Eig14_EA.dm.numeric10 unique values
0 missing
Eig14_EA.ed.numeric32 unique values
0 missing
Eig14_EA.ri.numeric34 unique values
0 missing
Eig15_AEA.bo.numeric27 unique values
0 missing
Eig15_AEA.dm.numeric28 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
46
Number of instances (rows) of the dataset.
NumberOfFeatures
430
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
429
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
99.77
Percentage of numeric attributes.
PercentageOfSymbolicFeatures
0.23
Percentage of nominal attributes.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile1KurtosisOfNumericAtts
-0.35
First quartile of kurtosis among attributes of the numeric type.
Quartile1MeansOfNumericAtts
0.24
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
-0.11
First quartile of skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.38
First quartile of standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Quartile2KurtosisOfNumericAtts
0.43
Second quartile (Median) of kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.17
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
0.62
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.74
Second quartile (Median) of standard deviation of attributes of the numeric type.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
Quartile3KurtosisOfNumericAtts
2.94
Third quartile of kurtosis among attributes of the numeric type.
Quartile3MeansOfNumericAtts
3.63
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
1.36
Third quartile of skewness among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.3
Third quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.33
Average class difference between consecutive instances.
MeanMeansOfNumericAtts
7.27
Mean of means among attributes of the numeric type.
ClassEntropy
Entropy of the target attribute values.
Dimensionality
9.35
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
46
Maximum kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
600.52
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
6.78
Maximum skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
730.24
Maximum standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MeanKurtosisOfNumericAtts
4.35
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
0.98
Mean skewness among attributes of the numeric type.
MeanStdDevOfNumericAtts
5.1
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
-2.18
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
-6.78
Minimum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.03
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-CHEMBL1743125
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743125
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743125
0 runs - estimation_procedure: 50 times Clustering
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