Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4039

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4039

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL4039 (TID: 10223), and it has 33 rows and 435 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.

437 features

pXC50 (target)numeric26 unique values
0 missing
molecule_id (row identifier)nominal33 unique values
0 missing
CENTnumeric25 unique values
0 missing
MATS8enumeric29 unique values
0 missing
Chi0_AEA.bo.numeric20 unique values
0 missing
AECCnumeric25 unique values
0 missing
Chi0_AEA.dm.numeric20 unique values
0 missing
HVcpxnumeric25 unique values
0 missing
Chi0_AEA.ed.numeric20 unique values
0 missing
IDEnumeric24 unique values
0 missing
Chi0_AEA.ri.numeric20 unique values
0 missing
Yindexnumeric25 unique values
0 missing
Chi0_EAnumeric20 unique values
0 missing
PCRnumeric26 unique values
0 missing
Chi0_EA.bo.numeric24 unique values
0 missing
MATS4snumeric29 unique values
0 missing
Chi0_EA.dm.numeric21 unique values
0 missing
AACnumeric21 unique values
0 missing
Chi0_EA.ed.numeric25 unique values
0 missing
ALOGPnumeric26 unique values
0 missing
Chi0_EA.ri.numeric27 unique values
0 missing
ALOGP2numeric26 unique values
0 missing
Chi1_AEA.bo.numeric24 unique values
0 missing
AMRnumeric26 unique values
0 missing
Chi1_AEA.dm.numeric24 unique values
0 missing
AMWnumeric23 unique values
0 missing
Chi1_AEA.ed.numeric24 unique values
0 missing
ARRnumeric15 unique values
0 missing
Chi1_AEA.ri.numeric24 unique values
0 missing
ATS1enumeric24 unique values
0 missing
Chi1_EAnumeric24 unique values
0 missing
ATS1inumeric24 unique values
0 missing
Chi1_EA.bo.numeric27 unique values
0 missing
ATS1mnumeric23 unique values
0 missing
Chi1_EA.dm.numeric18 unique values
0 missing
ATS1pnumeric24 unique values
0 missing
Chi1_EA.ed.numeric25 unique values
0 missing
ATS1snumeric24 unique values
0 missing
Chi1_EA.ri.numeric28 unique values
0 missing
ATS1vnumeric24 unique values
0 missing
CIC0numeric21 unique values
0 missing
ATS2enumeric24 unique values
0 missing
CIC1numeric25 unique values
0 missing
ATS2inumeric25 unique values
0 missing
CIC2numeric28 unique values
0 missing
ATS2mnumeric24 unique values
0 missing
CIC3numeric27 unique values
0 missing
ATS2pnumeric25 unique values
0 missing
CIC4numeric28 unique values
0 missing
ATS2snumeric28 unique values
0 missing
CIC5numeric26 unique values
0 missing
ATS2vnumeric25 unique values
0 missing
CIDnumeric21 unique values
0 missing
ATS3enumeric26 unique values
0 missing
Cl.089numeric3 unique values
0 missing
ATS3inumeric27 unique values
0 missing
Cl.090numeric2 unique values
0 missing
ATS3mnumeric29 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ATS3pnumeric29 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATS3snumeric27 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATS3vnumeric28 unique values
0 missing
CSInumeric25 unique values
0 missing
ATS4enumeric28 unique values
0 missing
DBInumeric15 unique values
0 missing
ATS4inumeric29 unique values
0 missing
D.Dtr05numeric3 unique values
0 missing
ATS4mnumeric30 unique values
0 missing
D.Dtr06numeric24 unique values
0 missing
ATS4pnumeric29 unique values
0 missing
D.Dtr09numeric3 unique values
0 missing
ATS4snumeric29 unique values
0 missing
D.Dtr10numeric17 unique values
0 missing
ATS4vnumeric30 unique values
0 missing
DECCnumeric25 unique values
0 missing
ATS5enumeric29 unique values
0 missing
DELSnumeric30 unique values
0 missing
ATS5inumeric28 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ATS5mnumeric28 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS5pnumeric29 unique values
0 missing
DLS_01numeric4 unique values
0 missing
ATS5snumeric30 unique values
0 missing
DLS_02numeric4 unique values
0 missing
ATS5vnumeric29 unique values
0 missing
DLS_03numeric4 unique values
0 missing
ATS6enumeric30 unique values
0 missing
DLS_04numeric5 unique values
0 missing
ATS6inumeric30 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS6mnumeric30 unique values
0 missing
DLS_06numeric5 unique values
0 missing
ATS6pnumeric30 unique values
0 missing
DLS_07numeric3 unique values
0 missing
ATS6snumeric30 unique values
0 missing
DLS_consnumeric11 unique values
0 missing
ATS6vnumeric29 unique values
0 missing
Dznumeric20 unique values
0 missing
ATS7enumeric30 unique values
0 missing
ECCnumeric25 unique values
0 missing
ATS7inumeric29 unique values
0 missing
Eig01_AEA.bo.numeric19 unique values
0 missing
ATS7mnumeric30 unique values
0 missing
Eig01_AEA.dm.numeric22 unique values
0 missing
ATS7pnumeric30 unique values
0 missing
Eig01_AEA.ed.numeric16 unique values
0 missing
ATS7snumeric28 unique values
0 missing
Eig01_AEA.ri.numeric20 unique values
0 missing
ATS7vnumeric30 unique values
0 missing
Eig01_EAnumeric19 unique values
0 missing
ATS8enumeric29 unique values
0 missing
Eig01_EA.bo.numeric17 unique values
0 missing
ATS8inumeric30 unique values
0 missing
Eig01_EA.dm.numeric8 unique values
0 missing
ATS8mnumeric28 unique values
0 missing
Eig01_EA.ed.numeric17 unique values
0 missing
ATS8pnumeric30 unique values
0 missing
Eig01_EA.ri.numeric19 unique values
0 missing
ATS8snumeric30 unique values
0 missing
Eig02_AEA.bo.numeric24 unique values
0 missing
ATS8vnumeric30 unique values
0 missing
Eig02_AEA.dm.numeric26 unique values
0 missing
ATSC1enumeric23 unique values
0 missing
Eig02_AEA.ed.numeric22 unique values
0 missing
ATSC1inumeric22 unique values
0 missing
Eig02_AEA.ri.numeric25 unique values
0 missing
ATSC1mnumeric24 unique values
0 missing
Eig02_EAnumeric23 unique values
0 missing
ATSC1pnumeric23 unique values
0 missing
Eig02_EA.bo.numeric24 unique values
0 missing
ATSC1snumeric25 unique values
0 missing
Eig02_EA.dm.numeric6 unique values
0 missing
ATSC1vnumeric24 unique values
0 missing
Eig02_EA.ed.numeric23 unique values
0 missing
ATSC2enumeric24 unique values
0 missing
Eig02_EA.ri.numeric24 unique values
0 missing
ATSC2inumeric24 unique values
0 missing
Eig03_AEA.bo.numeric25 unique values
0 missing
ATSC2mnumeric25 unique values
0 missing
Eig03_AEA.dm.numeric28 unique values
0 missing
ATSC2pnumeric25 unique values
0 missing
Eig03_AEA.ed.numeric23 unique values
0 missing
ATSC2snumeric29 unique values
0 missing
Eig03_AEA.ri.numeric26 unique values
0 missing
ATSC2vnumeric25 unique values
0 missing
Eig03_EAnumeric24 unique values
0 missing
ATSC3enumeric25 unique values
0 missing
Eig03_EA.bo.numeric24 unique values
0 missing
ATSC3inumeric25 unique values
0 missing
Eig03_EA.dm.numeric4 unique values
0 missing
ATSC3mnumeric29 unique values
0 missing
Eig03_EA.ed.numeric23 unique values
0 missing
ATSC3pnumeric29 unique values
0 missing
Eig03_EA.ri.numeric24 unique values
0 missing
ATSC3snumeric29 unique values
0 missing
Eig04_AEA.bo.numeric24 unique values
0 missing
ATSC3vnumeric29 unique values
0 missing
Eig04_AEA.dm.numeric27 unique values
0 missing
ATSC4enumeric27 unique values
0 missing
Eig04_AEA.ed.numeric23 unique values
0 missing
ATSC4inumeric30 unique values
0 missing
Eig04_AEA.ri.numeric24 unique values
0 missing
ATSC4mnumeric30 unique values
0 missing
Eig04_EAnumeric23 unique values
0 missing
ATSC4pnumeric30 unique values
0 missing
Eig04_EA.bo.numeric24 unique values
0 missing
ATSC4snumeric30 unique values
0 missing
Eig04_EA.dm.numeric3 unique values
0 missing
ATSC4vnumeric30 unique values
0 missing
Eig04_EA.ed.numeric24 unique values
0 missing
ATSC5enumeric28 unique values
0 missing
Eig04_EA.ri.numeric25 unique values
0 missing
ATSC5inumeric29 unique values
0 missing
Eig05_AEA.bo.numeric20 unique values
0 missing
ATSC5mnumeric29 unique values
0 missing
Eig05_AEA.dm.numeric22 unique values
0 missing
ATSC5pnumeric28 unique values
0 missing
Eig05_AEA.ed.numeric21 unique values
0 missing
ATSC5snumeric30 unique values
0 missing
Eig05_AEA.ri.numeric22 unique values
0 missing
ATSC5vnumeric29 unique values
0 missing
Eig05_EAnumeric19 unique values
0 missing
ATSC6enumeric28 unique values
0 missing
Eig05_EA.bo.numeric21 unique values
0 missing
ATSC6inumeric29 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
ATSC6mnumeric30 unique values
0 missing
Eig05_EA.ed.numeric22 unique values
0 missing
ATSC6pnumeric30 unique values
0 missing
Eig05_EA.ri.numeric20 unique values
0 missing
ATSC6snumeric30 unique values
0 missing
Eig06_AEA.bo.numeric17 unique values
0 missing
ATSC6vnumeric30 unique values
0 missing
Eig06_AEA.dm.numeric20 unique values
0 missing
ATSC7enumeric26 unique values
0 missing
Eig06_AEA.ed.numeric18 unique values
0 missing
ATSC7inumeric28 unique values
0 missing
Eig06_AEA.ri.numeric19 unique values
0 missing
ATSC7mnumeric30 unique values
0 missing
Eig06_EAnumeric15 unique values
0 missing
ATSC7pnumeric30 unique values
0 missing
Eig06_EA.bo.numeric18 unique values
0 missing
ATSC7snumeric30 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
ATSC7vnumeric30 unique values
0 missing
Eig06_EA.ed.numeric17 unique values
0 missing
ATSC8enumeric26 unique values
0 missing
Eig06_EA.ri.numeric20 unique values
0 missing
ATSC8inumeric29 unique values
0 missing
Eig07_AEA.bo.numeric25 unique values
0 missing
ATSC8mnumeric30 unique values
0 missing
Eig07_AEA.dm.numeric27 unique values
0 missing
ATSC8pnumeric30 unique values
0 missing
Eig07_AEA.ed.numeric19 unique values
0 missing
ATSC8snumeric30 unique values
0 missing
Eig07_AEA.ri.numeric27 unique values
0 missing
ATSC8vnumeric30 unique values
0 missing
Eig07_EAnumeric24 unique values
0 missing
BACnumeric13 unique values
0 missing
Eig07_EA.bo.numeric25 unique values
0 missing
BBInumeric16 unique values
0 missing
Eig07_EA.ed.numeric24 unique values
0 missing
BIC0numeric23 unique values
0 missing
Eig07_EA.ri.numeric27 unique values
0 missing
BIC1numeric22 unique values
0 missing
Eig08_AEA.bo.numeric21 unique values
0 missing
BIC2numeric23 unique values
0 missing
Eig08_AEA.dm.numeric25 unique values
0 missing
BIC3numeric26 unique values
0 missing
Eig08_AEA.ed.numeric21 unique values
0 missing
BIC4numeric26 unique values
0 missing
Eig08_AEA.ri.numeric22 unique values
0 missing
BIC5numeric25 unique values
0 missing
Eig08_EAnumeric19 unique values
0 missing
BIDnumeric19 unique values
0 missing
Eig08_EA.bo.numeric19 unique values
0 missing
BLInumeric25 unique values
0 missing
Eig08_EA.ed.numeric20 unique values
0 missing
BLTA96numeric24 unique values
0 missing
Eig08_EA.ri.numeric21 unique values
0 missing
BLTD48numeric24 unique values
0 missing
Eig09_AEA.bo.numeric25 unique values
0 missing
BLTF96numeric23 unique values
0 missing
Eig09_AEA.dm.numeric27 unique values
0 missing
C.numeric18 unique values
0 missing
Eig09_AEA.ed.numeric20 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig09_AEA.ri.numeric27 unique values
0 missing
C.002numeric3 unique values
0 missing
Eig09_EAnumeric22 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig09_EA.bo.numeric24 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig09_EA.ed.numeric25 unique values
0 missing
C.006numeric4 unique values
0 missing
Eig09_EA.ri.numeric27 unique values
0 missing
C.008numeric2 unique values
0 missing
Eig10_AEA.bo.numeric24 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig10_AEA.dm.numeric26 unique values
0 missing
C.016numeric4 unique values
0 missing
Eig10_AEA.ed.numeric23 unique values
0 missing
C.017numeric3 unique values
0 missing
Eig10_AEA.ri.numeric25 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig10_EAnumeric20 unique values
0 missing
C.022numeric2 unique values
0 missing
Eig10_EA.bo.numeric24 unique values
0 missing
C.024numeric11 unique values
0 missing
Eig10_EA.ed.numeric23 unique values
0 missing
C.025numeric6 unique values
0 missing
Eig10_EA.ri.numeric22 unique values
0 missing
C.026numeric6 unique values
0 missing
Eig11_AEA.bo.numeric20 unique values
0 missing
C.027numeric3 unique values
0 missing
Eig11_AEA.dm.numeric26 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig11_AEA.ed.numeric21 unique values
0 missing
C.029numeric2 unique values
0 missing
Eig11_AEA.ri.numeric22 unique values
0 missing
C.030numeric2 unique values
0 missing
Eig11_EAnumeric19 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig11_EA.bo.numeric21 unique values
0 missing
C.037numeric2 unique values
0 missing
Eig11_EA.ed.numeric23 unique values
0 missing
C.038numeric2 unique values
0 missing
Eig11_EA.ri.numeric22 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig12_AEA.bo.numeric22 unique values
0 missing
C.040numeric3 unique values
0 missing
Eig12_AEA.dm.numeric23 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig12_AEA.ed.numeric23 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig12_AEA.ri.numeric23 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eig12_EAnumeric20 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eig12_EA.bo.numeric21 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eig12_EA.ed.numeric19 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eig12_EA.ri.numeric22 unique values
0 missing
CATS2D_01_ANnumeric5 unique values
0 missing
Eig13_AEA.bo.numeric27 unique values
0 missing
CATS2D_01_DNnumeric5 unique values
0 missing
Eig13_AEA.dm.numeric28 unique values
0 missing
CATS2D_01_LLnumeric14 unique values
0 missing
Eig13_AEA.ed.numeric19 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig13_AEA.ri.numeric27 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
Eig13_EAnumeric22 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
Eig13_EA.bo.numeric25 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eig13_EA.ed.numeric24 unique values
0 missing
CATS2D_02_DAnumeric6 unique values
0 missing
Eig13_EA.ri.numeric27 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eig14_AEA.bo.numeric23 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
Eig14_AEA.dm.numeric23 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
Eig14_AEA.ed.numeric21 unique values
0 missing
CATS2D_02_LLnumeric14 unique values
0 missing
Eig14_AEA.ri.numeric24 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
Eig14_EAnumeric22 unique values
0 missing
CATS2D_02_NNnumeric2 unique values
0 missing
Eig14_EA.bo.numeric24 unique values
0 missing
CATS2D_02_PLnumeric4 unique values
0 missing
Eig14_EA.ed.numeric25 unique values
0 missing
CATS2D_02_PPnumeric2 unique values
0 missing
Eig14_EA.ri.numeric25 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
Eig15_AEA.bo.numeric21 unique values
0 missing
CATS2D_03_ALnumeric9 unique values
0 missing
Eig15_AEA.dm.numeric26 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
Eig15_AEA.ed.numeric21 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
Eig15_AEA.ri.numeric27 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
Eig15_EAnumeric23 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
Eig15_EA.bo.numeric26 unique values
0 missing
CATS2D_03_DLnumeric7 unique values
0 missing
Eig15_EA.ed.numeric24 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
Eig15_EA.ri.numeric25 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
Eta_alphanumeric20 unique values
0 missing
CATS2D_03_LLnumeric13 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
CATS2D_03_NLnumeric4 unique values
0 missing
Eta_Bnumeric18 unique values
0 missing
CATS2D_03_PLnumeric5 unique values
0 missing
CATS2D_03_PNnumeric2 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_APnumeric4 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
CATS2D_04_DDnumeric4 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
CATS2D_04_DNnumeric4 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
CATS2D_04_LLnumeric15 unique values
0 missing
CATS2D_04_NLnumeric5 unique values
0 missing
CATS2D_04_PLnumeric5 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
CATS2D_05_ALnumeric9 unique values
0 missing
CATS2D_05_ANnumeric3 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric5 unique values
0 missing
CATS2D_05_DDnumeric4 unique values
0 missing
CATS2D_05_DLnumeric8 unique values
0 missing
CATS2D_05_DNnumeric3 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
CATS2D_05_LLnumeric12 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
CATS2D_05_PNnumeric2 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
CATS2D_06_ANnumeric3 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
CATS2D_06_LLnumeric13 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
CATS2D_06_NNnumeric2 unique values
0 missing
CATS2D_06_PLnumeric5 unique values
0 missing
CATS2D_07_AAnumeric5 unique values
0 missing
CATS2D_07_ALnumeric9 unique values
0 missing
CATS2D_07_ANnumeric4 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
CATS2D_07_DLnumeric9 unique values
0 missing
CATS2D_07_DNnumeric4 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
CATS2D_07_LLnumeric14 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
CATS2D_07_PLnumeric5 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
CATS2D_08_ALnumeric9 unique values
0 missing
CATS2D_08_ANnumeric4 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
CATS2D_08_DAnumeric6 unique values
0 missing
CATS2D_08_DDnumeric4 unique values
0 missing
CATS2D_08_DLnumeric8 unique values
0 missing
CATS2D_08_DNnumeric3 unique values
0 missing
CATS2D_08_LLnumeric10 unique values
0 missing
CATS2D_08_NLnumeric5 unique values
0 missing
CATS2D_08_NNnumeric2 unique values
0 missing
CATS2D_08_PLnumeric5 unique values
0 missing
CATS2D_09_AAnumeric5 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
CATS2D_09_ANnumeric4 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
CATS2D_09_DNnumeric5 unique values
0 missing
CATS2D_09_LLnumeric9 unique values
0 missing
CATS2D_09_NLnumeric4 unique values
0 missing
CATS2D_09_NNnumeric2 unique values
0 missing
CATS2D_09_PLnumeric6 unique values
0 missing
CATS2D_09_PNnumeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
33
Number of instances (rows) of the dataset.
NumberOfFeatures
437
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
436
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.48
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
2.93
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
12.71
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.79
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.48
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.13
Average class difference between consecutive instances.
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.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.04
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
13.24
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
1.44
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.71
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.
MeanStdDevOfNumericAtts
13.98
Mean standard deviation of 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.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
1.1
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.09
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.98
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
33
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.32
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
1728.61
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
3.13
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
99.77
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.31
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.74
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.23
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
5.74
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.03
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.96
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
2331.57
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.71
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.54
Third quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4039
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4039
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4039
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4039
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4039
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4039
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4039
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4039
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4039
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4039
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4039
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4039
0 runs - estimation_procedure: 50 times Clustering
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