Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5931

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5931

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: CHEMBL5931 (TID: 101385), and it has 40 rows and 436 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.

438 features

pXC50 (target)numeric37 unique values
0 missing
molecule_id (row identifier)nominal40 unique values
0 missing
Chi1_EA.ed.numeric34 unique values
0 missing
TIC4numeric36 unique values
0 missing
Chi1_EA.ri.numeric40 unique values
0 missing
TIC5numeric36 unique values
0 missing
CIC0numeric36 unique values
0 missing
DBInumeric24 unique values
0 missing
CIC1numeric34 unique values
0 missing
ATSC6snumeric40 unique values
0 missing
CIC2numeric37 unique values
0 missing
ATS5enumeric40 unique values
0 missing
CIC3numeric36 unique values
0 missing
ATSC6vnumeric40 unique values
0 missing
CIC4numeric35 unique values
0 missing
ATS5snumeric40 unique values
0 missing
CIC5numeric35 unique values
0 missing
BACnumeric21 unique values
0 missing
CIDnumeric32 unique values
0 missing
AACnumeric36 unique values
0 missing
Cl.089numeric3 unique values
0 missing
AECCnumeric32 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ALOGPnumeric38 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ALOGP2numeric37 unique values
0 missing
CSInumeric32 unique values
0 missing
AMRnumeric38 unique values
0 missing
D.Dtr05numeric19 unique values
0 missing
AMWnumeric39 unique values
0 missing
D.Dtr06numeric27 unique values
0 missing
ARRnumeric22 unique values
0 missing
D.Dtr09numeric8 unique values
0 missing
ATS1enumeric38 unique values
0 missing
D.Dtr12numeric2 unique values
0 missing
ATS1inumeric39 unique values
0 missing
DECCnumeric33 unique values
0 missing
ATS1mnumeric38 unique values
0 missing
DELSnumeric40 unique values
0 missing
ATS1pnumeric37 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS1snumeric38 unique values
0 missing
DLS_01numeric2 unique values
0 missing
ATS1vnumeric38 unique values
0 missing
DLS_02numeric4 unique values
0 missing
ATS2enumeric39 unique values
0 missing
DLS_03numeric2 unique values
0 missing
ATS2inumeric36 unique values
0 missing
DLS_04numeric8 unique values
0 missing
ATS2mnumeric39 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS2pnumeric38 unique values
0 missing
DLS_06numeric3 unique values
0 missing
ATS2snumeric39 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS2vnumeric38 unique values
0 missing
DLS_consnumeric19 unique values
0 missing
ATS3enumeric38 unique values
0 missing
Dznumeric35 unique values
0 missing
ATS3inumeric40 unique values
0 missing
ECCnumeric32 unique values
0 missing
ATS3mnumeric40 unique values
0 missing
Eig01_AEA.bo.numeric28 unique values
0 missing
ATS3pnumeric40 unique values
0 missing
Eig01_AEA.dm.numeric22 unique values
0 missing
ATS3snumeric40 unique values
0 missing
Eig01_AEA.ed.numeric26 unique values
0 missing
ATS3vnumeric39 unique values
0 missing
Eig01_AEA.ri.numeric33 unique values
0 missing
ATS4enumeric40 unique values
0 missing
Eig01_EAnumeric30 unique values
0 missing
ATS4inumeric40 unique values
0 missing
Eig01_EA.bo.numeric28 unique values
0 missing
ATS4mnumeric38 unique values
0 missing
Eig01_EA.dm.numeric16 unique values
0 missing
ATS4pnumeric40 unique values
0 missing
Eig01_EA.ed.numeric30 unique values
0 missing
ATS4snumeric39 unique values
0 missing
Eig01_EA.ri.numeric34 unique values
0 missing
ATS4vnumeric40 unique values
0 missing
Eig02_AEA.bo.numeric30 unique values
0 missing
ATS5inumeric39 unique values
0 missing
Eig02_AEA.dm.numeric35 unique values
0 missing
ATS5mnumeric38 unique values
0 missing
Eig02_AEA.ed.numeric30 unique values
0 missing
ATS5pnumeric40 unique values
0 missing
Eig02_AEA.ri.numeric36 unique values
0 missing
ATS5vnumeric40 unique values
0 missing
Eig02_EAnumeric31 unique values
0 missing
ATS6enumeric40 unique values
0 missing
Eig02_EA.bo.numeric32 unique values
0 missing
ATS6inumeric40 unique values
0 missing
Eig02_EA.dm.numeric7 unique values
0 missing
ATS6mnumeric40 unique values
0 missing
Eig02_EA.ed.numeric32 unique values
0 missing
ATS6pnumeric40 unique values
0 missing
Eig02_EA.ri.numeric38 unique values
0 missing
ATS6snumeric39 unique values
0 missing
Eig03_AEA.bo.numeric33 unique values
0 missing
ATS6vnumeric40 unique values
0 missing
Eig03_AEA.dm.numeric40 unique values
0 missing
ATS7enumeric33 unique values
0 missing
Eig03_AEA.ed.numeric34 unique values
0 missing
ATS7inumeric33 unique values
0 missing
Eig03_AEA.ri.numeric39 unique values
0 missing
ATS7mnumeric33 unique values
0 missing
Eig03_EAnumeric34 unique values
0 missing
ATS7pnumeric33 unique values
0 missing
Eig03_EA.bo.numeric34 unique values
0 missing
ATS7snumeric33 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
ATS7vnumeric33 unique values
0 missing
Eig03_EA.ed.numeric34 unique values
0 missing
ATS8enumeric28 unique values
0 missing
Eig03_EA.ri.numeric39 unique values
0 missing
ATS8inumeric28 unique values
0 missing
Eig04_AEA.bo.numeric30 unique values
0 missing
ATS8mnumeric28 unique values
0 missing
Eig04_AEA.dm.numeric32 unique values
0 missing
ATS8pnumeric28 unique values
0 missing
Eig04_AEA.ed.numeric32 unique values
0 missing
ATS8snumeric28 unique values
0 missing
Eig04_AEA.ri.numeric35 unique values
0 missing
ATS8vnumeric28 unique values
0 missing
Eig04_EAnumeric31 unique values
0 missing
ATSC1enumeric34 unique values
0 missing
Eig04_EA.bo.numeric31 unique values
0 missing
ATSC1inumeric37 unique values
0 missing
Eig04_EA.dm.numeric3 unique values
0 missing
ATSC1mnumeric39 unique values
0 missing
Eig04_EA.ed.numeric32 unique values
0 missing
ATSC1pnumeric39 unique values
0 missing
Eig04_EA.ri.numeric35 unique values
0 missing
ATSC1snumeric40 unique values
0 missing
Eig05_AEA.bo.numeric33 unique values
0 missing
ATSC1vnumeric38 unique values
0 missing
Eig05_AEA.dm.numeric37 unique values
0 missing
ATSC2enumeric37 unique values
0 missing
Eig05_AEA.ed.numeric33 unique values
0 missing
ATSC2inumeric36 unique values
0 missing
Eig05_AEA.ri.numeric38 unique values
0 missing
ATSC2mnumeric39 unique values
0 missing
Eig05_EAnumeric31 unique values
0 missing
ATSC2pnumeric39 unique values
0 missing
Eig05_EA.bo.numeric33 unique values
0 missing
ATSC2snumeric40 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
ATSC2vnumeric38 unique values
0 missing
Eig05_EA.ed.numeric33 unique values
0 missing
ATSC3enumeric36 unique values
0 missing
Eig05_EA.ri.numeric37 unique values
0 missing
ATSC3inumeric40 unique values
0 missing
Eig06_AEA.bo.numeric27 unique values
0 missing
ATSC3mnumeric40 unique values
0 missing
Eig06_AEA.dm.numeric40 unique values
0 missing
ATSC3pnumeric39 unique values
0 missing
Eig06_AEA.ed.numeric30 unique values
0 missing
ATSC3snumeric40 unique values
0 missing
Eig06_AEA.ri.numeric35 unique values
0 missing
ATSC3vnumeric40 unique values
0 missing
Eig06_EAnumeric31 unique values
0 missing
ATSC4enumeric39 unique values
0 missing
Eig06_EA.bo.numeric34 unique values
0 missing
ATSC4inumeric40 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
ATSC4mnumeric40 unique values
0 missing
Eig06_EA.ed.numeric33 unique values
0 missing
ATSC4pnumeric40 unique values
0 missing
Eig06_EA.ri.numeric37 unique values
0 missing
ATSC4snumeric40 unique values
0 missing
Eig07_AEA.bo.numeric24 unique values
0 missing
ATSC4vnumeric40 unique values
0 missing
Eig07_AEA.dm.numeric32 unique values
0 missing
ATSC5enumeric38 unique values
0 missing
Eig07_AEA.ed.numeric23 unique values
0 missing
ATSC5inumeric40 unique values
0 missing
Eig07_AEA.ri.numeric23 unique values
0 missing
ATSC5mnumeric40 unique values
0 missing
Eig07_EAnumeric22 unique values
0 missing
ATSC5pnumeric40 unique values
0 missing
Eig07_EA.bo.numeric29 unique values
0 missing
ATSC5snumeric40 unique values
0 missing
Eig07_EA.ed.numeric23 unique values
0 missing
ATSC5vnumeric39 unique values
0 missing
Eig07_EA.ri.numeric24 unique values
0 missing
ATSC6enumeric40 unique values
0 missing
Eig08_AEA.bo.numeric23 unique values
0 missing
ATSC6inumeric40 unique values
0 missing
Eig08_AEA.dm.numeric27 unique values
0 missing
ATSC6mnumeric40 unique values
0 missing
Eig08_AEA.ed.numeric22 unique values
0 missing
ATSC6pnumeric39 unique values
0 missing
Eig08_AEA.ri.numeric21 unique values
0 missing
ATSC7enumeric38 unique values
0 missing
Eig08_EAnumeric19 unique values
0 missing
ATSC7inumeric38 unique values
0 missing
Eig08_EA.bo.numeric30 unique values
0 missing
ATSC7mnumeric39 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
ATSC7pnumeric39 unique values
0 missing
Eig08_EA.ed.numeric23 unique values
0 missing
ATSC7snumeric39 unique values
0 missing
Eig08_EA.ri.numeric21 unique values
0 missing
ATSC7vnumeric39 unique values
0 missing
Eig09_AEA.bo.numeric26 unique values
0 missing
ATSC8enumeric34 unique values
0 missing
Eig09_AEA.dm.numeric23 unique values
0 missing
ATSC8inumeric33 unique values
0 missing
Eig09_AEA.ed.numeric20 unique values
0 missing
ATSC8mnumeric34 unique values
0 missing
Eig09_AEA.ri.numeric23 unique values
0 missing
ATSC8pnumeric34 unique values
0 missing
Eig09_EAnumeric20 unique values
0 missing
ATSC8snumeric34 unique values
0 missing
Eig09_EA.bo.numeric27 unique values
0 missing
ATSC8vnumeric34 unique values
0 missing
Eig09_EA.dm.numeric3 unique values
0 missing
BBInumeric23 unique values
0 missing
Eig09_EA.ed.numeric22 unique values
0 missing
BIC0numeric35 unique values
0 missing
Eig09_EA.ri.numeric28 unique values
0 missing
BIC1numeric35 unique values
0 missing
Eig10_AEA.bo.numeric28 unique values
0 missing
BIC2numeric34 unique values
0 missing
Eig10_AEA.dm.numeric29 unique values
0 missing
BIC3numeric34 unique values
0 missing
Eig10_AEA.ed.numeric27 unique values
0 missing
BIC4numeric32 unique values
0 missing
Eig10_AEA.ri.numeric29 unique values
0 missing
BIC5numeric31 unique values
0 missing
Eig10_EAnumeric23 unique values
0 missing
BIDnumeric31 unique values
0 missing
Eig10_EA.bo.numeric30 unique values
0 missing
BLInumeric38 unique values
0 missing
Eig10_EA.dm.numeric3 unique values
0 missing
BLTA96numeric35 unique values
0 missing
Eig10_EA.ed.numeric25 unique values
0 missing
BLTD48numeric34 unique values
0 missing
Eig10_EA.ri.numeric32 unique values
0 missing
BLTF96numeric34 unique values
0 missing
Eig11_AEA.bo.numeric25 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig11_AEA.dm.numeric26 unique values
0 missing
C.numeric29 unique values
0 missing
Eig11_AEA.ed.numeric24 unique values
0 missing
C.001numeric4 unique values
0 missing
Eig11_AEA.ri.numeric23 unique values
0 missing
C.002numeric3 unique values
0 missing
Eig11_EAnumeric19 unique values
0 missing
C.005numeric2 unique values
0 missing
Eig11_EA.bo.numeric28 unique values
0 missing
C.006numeric5 unique values
0 missing
Eig11_EA.dm.numeric3 unique values
0 missing
C.008numeric4 unique values
0 missing
Eig11_EA.ed.numeric20 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig11_EA.ri.numeric26 unique values
0 missing
C.013numeric2 unique values
0 missing
Eig12_AEA.bo.numeric22 unique values
0 missing
C.024numeric9 unique values
0 missing
Eig12_AEA.dm.numeric20 unique values
0 missing
C.025numeric4 unique values
0 missing
Eig12_AEA.ed.numeric18 unique values
0 missing
C.026numeric5 unique values
0 missing
Eig12_AEA.ri.numeric21 unique values
0 missing
C.027numeric2 unique values
0 missing
Eig12_EAnumeric19 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig12_EA.bo.numeric21 unique values
0 missing
C.029numeric2 unique values
0 missing
Eig12_EA.dm.numeric5 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig12_EA.ed.numeric21 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig12_EA.ri.numeric19 unique values
0 missing
C.034numeric2 unique values
0 missing
Eig13_AEA.bo.numeric23 unique values
0 missing
C.035numeric2 unique values
0 missing
Eig13_AEA.dm.numeric17 unique values
0 missing
C.040numeric2 unique values
0 missing
Eig13_AEA.ed.numeric16 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig13_AEA.ri.numeric15 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig13_EAnumeric16 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig13_EA.bo.numeric19 unique values
0 missing
C.044numeric3 unique values
0 missing
Eig13_EA.dm.numeric5 unique values
0 missing
CATS2D_00_DDnumeric4 unique values
0 missing
Eig13_EA.ed.numeric18 unique values
0 missing
CATS2D_00_DPnumeric4 unique values
0 missing
Eig13_EA.ri.numeric15 unique values
0 missing
CATS2D_00_PPnumeric4 unique values
0 missing
Eig14_AEA.bo.numeric18 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eig14_AEA.dm.numeric16 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig14_AEA.ed.numeric14 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig14_AEA.ri.numeric13 unique values
0 missing
CATS2D_01_LLnumeric10 unique values
0 missing
Eig14_EAnumeric13 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig14_EA.bo.numeric20 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
Eig14_EA.dm.numeric3 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
Eig14_EA.ed.numeric15 unique values
0 missing
CATS2D_02_APnumeric4 unique values
0 missing
Eig14_EA.ri.numeric14 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
Eig15_AEA.bo.numeric15 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eig15_AEA.dm.numeric13 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
Eig15_AEA.ed.numeric13 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
Eig15_AEA.ri.numeric9 unique values
0 missing
CATS2D_02_LLnumeric10 unique values
0 missing
Eig15_EAnumeric12 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
Eig15_EA.bo.numeric14 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eig15_EA.dm.numeric3 unique values
0 missing
CATS2D_02_PPnumeric2 unique values
0 missing
Eig15_EA.ed.numeric14 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
Eig15_EA.ri.numeric12 unique values
0 missing
CATS2D_03_ALnumeric11 unique values
0 missing
Eta_alphanumeric37 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
Eta_alpha_Anumeric31 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
Eta_Bnumeric26 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
Eta_B_Anumeric24 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
Eta_betanumeric29 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
Eta_beta_Anumeric31 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
Eta_betaPnumeric19 unique values
0 missing
CATS2D_03_PLnumeric6 unique values
0 missing
Eta_betaP_Anumeric29 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
Eta_betaSnumeric26 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
Eta_betaS_Anumeric26 unique values
0 missing
CATS2D_04_APnumeric3 unique values
0 missing
Eta_Cnumeric40 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
Eta_C_Anumeric39 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
Eta_epsinumeric38 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
Eta_epsi_Anumeric35 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
Eta_Fnumeric39 unique values
0 missing
CATS2D_04_LLnumeric8 unique values
0 missing
Eta_F_Anumeric40 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
Eta_FLnumeric38 unique values
0 missing
CATS2D_04_PLnumeric5 unique values
0 missing
CATS2D_04_PPnumeric2 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
CATS2D_05_ALnumeric8 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
CATS2D_05_DPnumeric3 unique values
0 missing
CATS2D_05_LLnumeric7 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
CATS2D_05_PPnumeric2 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
CATS2D_06_ALnumeric5 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
CATS2D_06_APnumeric6 unique values
0 missing
CATS2D_06_DAnumeric6 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
CATS2D_06_DPnumeric4 unique values
0 missing
CATS2D_06_LLnumeric7 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
CATS2D_06_PNnumeric2 unique values
0 missing
CATS2D_06_PPnumeric3 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
CATS2D_07_DPnumeric3 unique values
0 missing
CATS2D_07_LLnumeric7 unique values
0 missing
CATS2D_07_PLnumeric4 unique values
0 missing
CATS2D_07_PPnumeric2 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
CATS2D_08_ALnumeric4 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
CATS2D_08_DPnumeric3 unique values
0 missing
CATS2D_08_LLnumeric5 unique values
0 missing
CATS2D_08_PLnumeric4 unique values
0 missing
CATS2D_08_PNnumeric2 unique values
0 missing
CATS2D_08_PPnumeric2 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
CATS2D_09_LLnumeric3 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
CENTnumeric33 unique values
0 missing
Chi0_AEA.bo.numeric33 unique values
0 missing
Chi0_AEA.dm.numeric33 unique values
0 missing
Chi0_AEA.ed.numeric33 unique values
0 missing
Chi0_AEA.ri.numeric33 unique values
0 missing
Chi0_EAnumeric33 unique values
0 missing
Chi0_EA.bo.numeric33 unique values
0 missing
Chi0_EA.dm.numeric36 unique values
0 missing
Chi0_EA.ed.numeric34 unique values
0 missing
Chi0_EA.ri.numeric40 unique values
0 missing
Chi1_AEA.bo.numeric34 unique values
0 missing
Chi1_AEA.dm.numeric34 unique values
0 missing
Chi1_AEA.ed.numeric34 unique values
0 missing
Chi1_AEA.ri.numeric34 unique values
0 missing
Chi1_EAnumeric34 unique values
0 missing
Chi1_EA.bo.numeric34 unique values
0 missing
Chi1_EA.dm.numeric36 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
40
Number of instances (rows) of the dataset.
NumberOfFeatures
438
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
437
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
0.11
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
5.89
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
5.67
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.35
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.37
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
-0.02
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
1.2
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
10.95
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.78
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
0.92
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
3.74
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
0.5
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-1.75
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.78
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
40
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.21
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
280.63
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
6.15
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
3.4
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-6.32
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
6.32
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.69
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
257.93
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.43
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.53
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-CHEMBL5931
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5931
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5931
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5931
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5931
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5931
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5931
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5931
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5931
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5931
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5931
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5931
0 runs - estimation_procedure: 50 times Clustering
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