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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2530

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2530

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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: CHEMBL2530 (TID: 10536), and it has 25 rows and 675 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.

677 features

pXC50 (target)numeric23 unique values
0 missing
molecule_id (row identifier)nominal25 unique values
0 missing
P_VSA_MR_7numeric19 unique values
0 missing
CATS2D_06_DAnumeric12 unique values
0 missing
GATS4inumeric24 unique values
0 missing
MATS3snumeric22 unique values
0 missing
GATS3snumeric23 unique values
0 missing
P_VSA_MR_5numeric14 unique values
0 missing
SssCH2numeric19 unique values
0 missing
GATS3pnumeric22 unique values
0 missing
MATS3pnumeric22 unique values
0 missing
MCDnumeric19 unique values
0 missing
RBFnumeric19 unique values
0 missing
MATS3inumeric22 unique values
0 missing
CATS2D_09_DLnumeric10 unique values
0 missing
GATS8enumeric25 unique values
0 missing
MATS2mnumeric21 unique values
0 missing
SAdonnumeric15 unique values
0 missing
MATS1inumeric22 unique values
0 missing
AACnumeric19 unique values
0 missing
AECCnumeric23 unique values
0 missing
ALOGPnumeric22 unique values
0 missing
ALOGP2numeric22 unique values
0 missing
AMRnumeric22 unique values
0 missing
AMWnumeric21 unique values
0 missing
ARRnumeric16 unique values
0 missing
ATS1enumeric22 unique values
0 missing
ATS1inumeric22 unique values
0 missing
ATS1mnumeric21 unique values
0 missing
ATS1pnumeric22 unique values
0 missing
ATS1snumeric22 unique values
0 missing
ATS1vnumeric22 unique values
0 missing
ATS2enumeric21 unique values
0 missing
ATS2inumeric21 unique values
0 missing
ATS2mnumeric22 unique values
0 missing
ATS2pnumeric22 unique values
0 missing
ATS2snumeric22 unique values
0 missing
ATS2vnumeric22 unique values
0 missing
ATS3enumeric22 unique values
0 missing
ATS3inumeric22 unique values
0 missing
ATS3mnumeric22 unique values
0 missing
ATS3pnumeric22 unique values
0 missing
ATS3snumeric24 unique values
0 missing
ATS3vnumeric21 unique values
0 missing
ATS4enumeric22 unique values
0 missing
ATS4inumeric22 unique values
0 missing
ATS4mnumeric24 unique values
0 missing
ATS4pnumeric24 unique values
0 missing
ATS4snumeric24 unique values
0 missing
ATS4vnumeric24 unique values
0 missing
ATS5enumeric25 unique values
0 missing
ATS5inumeric21 unique values
0 missing
ATS5mnumeric25 unique values
0 missing
ATS5pnumeric25 unique values
0 missing
ATS5snumeric24 unique values
0 missing
ATS5vnumeric25 unique values
0 missing
ATS6enumeric25 unique values
0 missing
ATS6inumeric24 unique values
0 missing
ATS6mnumeric25 unique values
0 missing
ATS6pnumeric25 unique values
0 missing
ATS6snumeric24 unique values
0 missing
ATS6vnumeric25 unique values
0 missing
ATS7enumeric25 unique values
0 missing
ATS7inumeric25 unique values
0 missing
ATS7mnumeric25 unique values
0 missing
ATS7pnumeric25 unique values
0 missing
ATS7snumeric25 unique values
0 missing
ATS7vnumeric25 unique values
0 missing
ATS8enumeric25 unique values
0 missing
ATS8inumeric25 unique values
0 missing
ATS8mnumeric25 unique values
0 missing
ATS8pnumeric25 unique values
0 missing
ATS8snumeric24 unique values
0 missing
ATS8vnumeric25 unique values
0 missing
ATSC1enumeric22 unique values
0 missing
ATSC1inumeric22 unique values
0 missing
ATSC1mnumeric22 unique values
0 missing
ATSC1pnumeric22 unique values
0 missing
ATSC1snumeric22 unique values
0 missing
ATSC1vnumeric22 unique values
0 missing
ATSC2enumeric22 unique values
0 missing
ATSC2inumeric22 unique values
0 missing
ATSC2mnumeric22 unique values
0 missing
ATSC2pnumeric22 unique values
0 missing
ATSC2snumeric22 unique values
0 missing
ATSC2vnumeric22 unique values
0 missing
ATSC3enumeric22 unique values
0 missing
ATSC3inumeric22 unique values
0 missing
ATSC3mnumeric22 unique values
0 missing
ATSC3pnumeric22 unique values
0 missing
ATSC3snumeric24 unique values
0 missing
ATSC3vnumeric22 unique values
0 missing
ATSC4enumeric24 unique values
0 missing
ATSC4inumeric24 unique values
0 missing
ATSC4mnumeric24 unique values
0 missing
ATSC4pnumeric24 unique values
0 missing
ATSC4snumeric25 unique values
0 missing
ATSC4vnumeric24 unique values
0 missing
ATSC5enumeric25 unique values
0 missing
ATSC5inumeric25 unique values
0 missing
ATSC5mnumeric25 unique values
0 missing
ATSC5pnumeric25 unique values
0 missing
ATSC5snumeric25 unique values
0 missing
ATSC5vnumeric25 unique values
0 missing
ATSC6enumeric25 unique values
0 missing
ATSC6inumeric25 unique values
0 missing
ATSC6mnumeric25 unique values
0 missing
ATSC6pnumeric25 unique values
0 missing
ATSC6snumeric25 unique values
0 missing
ATSC6vnumeric25 unique values
0 missing
ATSC7enumeric25 unique values
0 missing
ATSC7inumeric25 unique values
0 missing
ATSC7mnumeric25 unique values
0 missing
ATSC7pnumeric25 unique values
0 missing
ATSC7snumeric25 unique values
0 missing
ATSC7vnumeric25 unique values
0 missing
ATSC8enumeric25 unique values
0 missing
ATSC8inumeric25 unique values
0 missing
ATSC8mnumeric25 unique values
0 missing
ATSC8pnumeric25 unique values
0 missing
ATSC8snumeric25 unique values
0 missing
ATSC8vnumeric25 unique values
0 missing
BACnumeric20 unique values
0 missing
BBInumeric19 unique values
0 missing
BIC0numeric20 unique values
0 missing
BIC1numeric20 unique values
0 missing
BIC2numeric24 unique values
0 missing
BIC3numeric24 unique values
0 missing
BIC4numeric22 unique values
0 missing
BIC5numeric21 unique values
0 missing
BIDnumeric20 unique values
0 missing
BLInumeric22 unique values
0 missing
BLTA96numeric21 unique values
0 missing
BLTD48numeric22 unique values
0 missing
BLTF96numeric21 unique values
0 missing
C.numeric19 unique values
0 missing
C.001numeric4 unique values
0 missing
C.002numeric3 unique values
0 missing
C.006numeric4 unique values
0 missing
C.008numeric3 unique values
0 missing
C.009numeric3 unique values
0 missing
C.015numeric2 unique values
0 missing
C.018numeric2 unique values
0 missing
C.024numeric9 unique values
0 missing
C.025numeric7 unique values
0 missing
C.026numeric9 unique values
0 missing
C.027numeric2 unique values
0 missing
C.028numeric3 unique values
0 missing
C.029numeric3 unique values
0 missing
C.030numeric2 unique values
0 missing
C.032numeric3 unique values
0 missing
C.037numeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
C.040numeric4 unique values
0 missing
C.041numeric2 unique values
0 missing
C.042numeric3 unique values
0 missing
C.043numeric3 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
CATS2D_01_ANnumeric9 unique values
0 missing
CATS2D_01_DNnumeric6 unique values
0 missing
CATS2D_01_LLnumeric12 unique values
0 missing
CATS2D_01_NLnumeric3 unique values
0 missing
CATS2D_02_AAnumeric8 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
CATS2D_02_DAnumeric11 unique values
0 missing
CATS2D_02_DDnumeric4 unique values
0 missing
CATS2D_02_DLnumeric8 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
CATS2D_02_NLnumeric6 unique values
0 missing
CATS2D_02_NNnumeric3 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
CATS2D_03_ALnumeric11 unique values
0 missing
CATS2D_03_ANnumeric4 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
CATS2D_03_DNnumeric6 unique values
0 missing
CATS2D_03_LLnumeric10 unique values
0 missing
CATS2D_03_NLnumeric7 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
CATS2D_03_PNnumeric2 unique values
0 missing
CATS2D_04_AAnumeric7 unique values
0 missing
CATS2D_04_ALnumeric16 unique values
0 missing
CATS2D_04_ANnumeric4 unique values
0 missing
CATS2D_04_APnumeric3 unique values
0 missing
CATS2D_04_DAnumeric8 unique values
0 missing
CATS2D_04_DDnumeric5 unique values
0 missing
CATS2D_04_DLnumeric10 unique values
0 missing
CATS2D_04_DNnumeric3 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
CATS2D_04_LLnumeric8 unique values
0 missing
CATS2D_04_NLnumeric5 unique values
0 missing
CATS2D_04_NNnumeric4 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
CATS2D_05_AAnumeric8 unique values
0 missing
CATS2D_05_ALnumeric14 unique values
0 missing
CATS2D_05_ANnumeric9 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric8 unique values
0 missing
CATS2D_05_DDnumeric4 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
CATS2D_05_DNnumeric6 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
CATS2D_05_NLnumeric5 unique values
0 missing
CATS2D_05_NNnumeric3 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
CATS2D_06_AAnumeric11 unique values
0 missing
CATS2D_06_ALnumeric12 unique values
0 missing
CATS2D_06_ANnumeric10 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
CATS2D_06_DDnumeric6 unique values
0 missing
CATS2D_06_DLnumeric8 unique values
0 missing
CATS2D_06_DNnumeric5 unique values
0 missing
CATS2D_06_LLnumeric11 unique values
0 missing
CATS2D_06_NLnumeric5 unique values
0 missing
CATS2D_06_NNnumeric3 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
CATS2D_07_AAnumeric11 unique values
0 missing
CATS2D_07_ALnumeric13 unique values
0 missing
CATS2D_07_ANnumeric4 unique values
0 missing
CATS2D_07_DAnumeric12 unique values
0 missing
CATS2D_07_DDnumeric6 unique values
0 missing
CATS2D_07_DLnumeric9 unique values
0 missing
CATS2D_07_DNnumeric5 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
CATS2D_07_LLnumeric9 unique values
0 missing
CATS2D_07_NLnumeric8 unique values
0 missing
CATS2D_07_NNnumeric2 unique values
0 missing
CATS2D_07_PLnumeric4 unique values
0 missing
CATS2D_08_AAnumeric6 unique values
0 missing
CATS2D_08_ALnumeric15 unique values
0 missing
CATS2D_08_ANnumeric6 unique values
0 missing
CATS2D_08_DAnumeric7 unique values
0 missing
CATS2D_08_DDnumeric5 unique values
0 missing
CATS2D_08_DLnumeric11 unique values
0 missing
CATS2D_08_DNnumeric4 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
CATS2D_08_LLnumeric9 unique values
0 missing
CATS2D_08_NLnumeric6 unique values
0 missing
CATS2D_08_NNnumeric2 unique values
0 missing
CATS2D_08_PLnumeric4 unique values
0 missing
CATS2D_08_PNnumeric2 unique values
0 missing
CATS2D_09_AAnumeric7 unique values
0 missing
CATS2D_09_ALnumeric8 unique values
0 missing
CATS2D_09_ANnumeric6 unique values
0 missing
CATS2D_09_APnumeric4 unique values
0 missing
CATS2D_09_DAnumeric8 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
CATS2D_09_DNnumeric4 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
CATS2D_09_LLnumeric9 unique values
0 missing
CATS2D_09_NLnumeric6 unique values
0 missing
CATS2D_09_NNnumeric2 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
CATS2D_09_PNnumeric2 unique values
0 missing
CENTnumeric24 unique values
0 missing
Chi0_AEA.bo.numeric21 unique values
0 missing
Chi0_AEA.dm.numeric21 unique values
0 missing
Chi0_AEA.ed.numeric21 unique values
0 missing
Chi0_AEA.ri.numeric21 unique values
0 missing
Chi0_EAnumeric21 unique values
0 missing
Chi0_EA.bo.numeric21 unique values
0 missing
Chi0_EA.dm.numeric21 unique values
0 missing
Chi0_EA.ed.numeric23 unique values
0 missing
Chi0_EA.ri.numeric22 unique values
0 missing
Chi1_AEA.bo.numeric21 unique values
0 missing
Chi1_AEA.dm.numeric21 unique values
0 missing
Chi1_AEA.ed.numeric21 unique values
0 missing
Chi1_AEA.ri.numeric21 unique values
0 missing
Chi1_EAnumeric21 unique values
0 missing
Chi1_EA.bo.numeric21 unique values
0 missing
Chi1_EA.dm.numeric23 unique values
0 missing
Chi1_EA.ed.numeric23 unique values
0 missing
Chi1_EA.ri.numeric24 unique values
0 missing
CIC0numeric21 unique values
0 missing
CIC1numeric22 unique values
0 missing
CIC2numeric24 unique values
0 missing
CIC3numeric23 unique values
0 missing
CIC4numeric22 unique values
0 missing
CIC5numeric22 unique values
0 missing
CIDnumeric21 unique values
0 missing
Cl.090numeric3 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
cRo5numeric2 unique values
0 missing
CSInumeric24 unique values
0 missing
DBInumeric20 unique values
0 missing
D.Dtr05numeric4 unique values
0 missing
D.Dtr06numeric24 unique values
0 missing
D.Dtr07numeric3 unique values
0 missing
D.Dtr09numeric4 unique values
0 missing
D.Dtr10numeric9 unique values
0 missing
D.Dtr11numeric3 unique values
0 missing
DECCnumeric24 unique values
0 missing
DELSnumeric25 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
DLS_01numeric4 unique values
0 missing
DLS_02numeric6 unique values
0 missing
DLS_03numeric5 unique values
0 missing
DLS_04numeric10 unique values
0 missing
DLS_05numeric3 unique values
0 missing
DLS_06numeric6 unique values
0 missing
DLS_07numeric3 unique values
0 missing
DLS_consnumeric19 unique values
0 missing
Dznumeric20 unique values
0 missing
ECCnumeric23 unique values
0 missing
Eig01_AEA.bo.numeric15 unique values
0 missing
Eig01_AEA.dm.numeric16 unique values
0 missing
Eig01_AEA.ed.numeric14 unique values
0 missing
Eig01_AEA.ri.numeric18 unique values
0 missing
Eig01_EAnumeric15 unique values
0 missing
Eig01_EA.bo.numeric13 unique values
0 missing
Eig01_EA.dm.numeric6 unique values
0 missing
Eig01_EA.ed.numeric15 unique values
0 missing
Eig01_EA.ri.numeric17 unique values
0 missing
Eig02_AEA.bo.numeric18 unique values
0 missing
Eig02_AEA.dm.numeric19 unique values
0 missing
Eig02_AEA.ed.numeric17 unique values
0 missing
Eig02_AEA.ri.numeric23 unique values
0 missing
Eig02_EAnumeric21 unique values
0 missing
Eig02_EA.bo.numeric18 unique values
0 missing
Eig02_EA.dm.numeric6 unique values
0 missing
Eig02_EA.ed.numeric19 unique values
0 missing
Eig02_EA.ri.numeric20 unique values
0 missing
Eig03_AEA.bo.numeric19 unique values
0 missing
Eig03_AEA.dm.numeric18 unique values
0 missing
Eig03_AEA.ed.numeric15 unique values
0 missing
Eig03_AEA.ri.numeric18 unique values
0 missing
Eig03_EAnumeric19 unique values
0 missing
Eig03_EA.bo.numeric18 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
Eig03_EA.ed.numeric18 unique values
0 missing
Eig03_EA.ri.numeric19 unique values
0 missing
Eig04_AEA.bo.numeric20 unique values
0 missing
Eig04_AEA.dm.numeric19 unique values
0 missing
Eig04_AEA.ed.numeric17 unique values
0 missing
Eig04_AEA.ri.numeric21 unique values
0 missing
Eig04_EAnumeric21 unique values
0 missing
Eig04_EA.bo.numeric20 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
Eig04_EA.ed.numeric20 unique values
0 missing
Eig04_EA.ri.numeric24 unique values
0 missing
Eig05_AEA.bo.numeric22 unique values
0 missing
Eig05_AEA.dm.numeric24 unique values
0 missing
Eig05_AEA.ed.numeric22 unique values
0 missing
Eig05_AEA.ri.numeric23 unique values
0 missing
Eig05_EAnumeric22 unique values
0 missing
Eig05_EA.bo.numeric22 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
Eig05_EA.ed.numeric24 unique values
0 missing
Eig05_EA.ri.numeric23 unique values
0 missing
Eig06_AEA.bo.numeric23 unique values
0 missing
Eig06_AEA.dm.numeric25 unique values
0 missing
Eig06_AEA.ed.numeric23 unique values
0 missing
Eig06_AEA.ri.numeric24 unique values
0 missing
Eig06_EAnumeric24 unique values
0 missing
Eig06_EA.bo.numeric22 unique values
0 missing
Eig06_EA.dm.numeric3 unique values
0 missing
Eig06_EA.ed.numeric24 unique values
0 missing
Eig06_EA.ri.numeric25 unique values
0 missing
Eig07_AEA.bo.numeric21 unique values
0 missing
Eig07_AEA.dm.numeric25 unique values
0 missing
Eig07_AEA.ed.numeric23 unique values
0 missing
Eig07_AEA.ri.numeric24 unique values
0 missing
Eig07_EAnumeric23 unique values
0 missing
Eig07_EA.bo.numeric24 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
Eig07_EA.ed.numeric24 unique values
0 missing
Eig07_EA.ri.numeric24 unique values
0 missing
Eig08_AEA.bo.numeric23 unique values
0 missing
Eig08_AEA.dm.numeric23 unique values
0 missing
Eig08_AEA.ed.numeric21 unique values
0 missing
Eig08_AEA.ri.numeric22 unique values
0 missing
Eig08_EAnumeric21 unique values
0 missing
Eig08_EA.bo.numeric21 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
Eig08_EA.ed.numeric23 unique values
0 missing
Eig08_EA.ri.numeric22 unique values
0 missing
Eig09_AEA.bo.numeric19 unique values
0 missing
Eig09_AEA.dm.numeric24 unique values
0 missing
Eig09_AEA.ed.numeric23 unique values
0 missing
Eig09_AEA.ri.numeric22 unique values
0 missing
Eig09_EAnumeric20 unique values
0 missing
Eig09_EA.bo.numeric21 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
Eig09_EA.ed.numeric21 unique values
0 missing
Eig09_EA.ri.numeric21 unique values
0 missing
Eig10_AEA.bo.numeric22 unique values
0 missing
Eig10_AEA.dm.numeric22 unique values
0 missing
Eig10_AEA.ed.numeric22 unique values
0 missing
Eig10_AEA.ri.numeric23 unique values
0 missing
Eig10_EAnumeric21 unique values
0 missing
Eig10_EA.bo.numeric24 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
Eig10_EA.ed.numeric22 unique values
0 missing
Eig10_EA.ri.numeric23 unique values
0 missing
Eig11_AEA.bo.numeric22 unique values
0 missing
Eig11_AEA.dm.numeric22 unique values
0 missing
Eig11_AEA.ed.numeric23 unique values
0 missing
Eig11_AEA.ri.numeric22 unique values
0 missing
Eig11_EAnumeric22 unique values
0 missing
Eig11_EA.bo.numeric21 unique values
0 missing
Eig11_EA.dm.numeric2 unique values
0 missing
Eig11_EA.ed.numeric24 unique values
0 missing
Eig11_EA.ri.numeric25 unique values
0 missing
Eig12_AEA.bo.numeric23 unique values
0 missing
Eig12_AEA.dm.numeric24 unique values
0 missing
Eig12_AEA.ed.numeric22 unique values
0 missing
Eig12_AEA.ri.numeric21 unique values
0 missing
Eig12_EAnumeric23 unique values
0 missing
Eig12_EA.bo.numeric24 unique values
0 missing
Eig12_EA.dm.numeric2 unique values
0 missing
Eig12_EA.ed.numeric21 unique values
0 missing
Eig12_EA.ri.numeric22 unique values
0 missing
Eig13_AEA.bo.numeric21 unique values
0 missing
Eig13_AEA.dm.numeric24 unique values
0 missing
Eig13_AEA.ed.numeric23 unique values
0 missing
Eig13_AEA.ri.numeric22 unique values
0 missing
Eig13_EAnumeric22 unique values
0 missing
Eig13_EA.bo.numeric23 unique values
0 missing
Eig13_EA.ed.numeric24 unique values
0 missing
Eig13_EA.ri.numeric23 unique values
0 missing
Eig14_AEA.bo.numeric22 unique values
0 missing
Eig14_AEA.dm.numeric25 unique values
0 missing
Eig14_AEA.ed.numeric24 unique values
0 missing
Eig14_AEA.ri.numeric24 unique values
0 missing
Eig14_EAnumeric24 unique values
0 missing
Eig14_EA.bo.numeric24 unique values
0 missing
Eig14_EA.ed.numeric24 unique values
0 missing
Eig14_EA.ri.numeric24 unique values
0 missing
Eig15_AEA.bo.numeric20 unique values
0 missing
Eig15_AEA.dm.numeric21 unique values
0 missing
Eig15_AEA.ed.numeric22 unique values
0 missing
Eig15_AEA.ri.numeric23 unique values
0 missing
Eig15_EAnumeric21 unique values
0 missing
Eig15_EA.bo.numeric22 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
Eig15_EA.ed.numeric22 unique values
0 missing
Eig15_EA.ri.numeric24 unique values
0 missing
Eta_alphanumeric21 unique values
0 missing
Eta_alpha_Anumeric16 unique values
0 missing
Eta_Bnumeric18 unique values
0 missing
Eta_B_Anumeric13 unique values
0 missing
Eta_betanumeric22 unique values
0 missing
Eta_beta_Anumeric22 unique values
0 missing
Eta_betaPnumeric16 unique values
0 missing
Eta_betaP_Anumeric18 unique values
0 missing
Eta_betaSnumeric18 unique values
0 missing
Eta_betaS_Anumeric21 unique values
0 missing
Eta_Cnumeric25 unique values
0 missing
Eta_C_Anumeric22 unique values
0 missing
Eta_epsinumeric21 unique values
0 missing
Eta_epsi_Anumeric19 unique values
0 missing
Eta_Fnumeric25 unique values
0 missing
Eta_F_Anumeric25 unique values
0 missing
Eta_FLnumeric21 unique values
0 missing
Eta_FL_Anumeric21 unique values
0 missing
Eta_Lnumeric22 unique values
0 missing
Eta_L_Anumeric19 unique values
0 missing
Eta_sh_pnumeric20 unique values
0 missing
Eta_sh_xnumeric21 unique values
0 missing
Eta_sh_ynumeric21 unique values
0 missing
GATS1enumeric22 unique values
0 missing
GATS1inumeric22 unique values
0 missing
GATS1mnumeric20 unique values
0 missing
GATS1pnumeric22 unique values
0 missing
GATS1snumeric22 unique values
0 missing
GATS1vnumeric22 unique values
0 missing
GATS2enumeric20 unique values
0 missing
GATS2inumeric22 unique values
0 missing
GATS2mnumeric22 unique values
0 missing
GATS2pnumeric21 unique values
0 missing
GATS2snumeric19 unique values
0 missing
GATS2vnumeric22 unique values
0 missing
GATS3enumeric22 unique values
0 missing
GATS3inumeric21 unique values
0 missing
GATS3mnumeric22 unique values
0 missing
GATS3vnumeric22 unique values
0 missing
GATS4enumeric24 unique values
0 missing
GATS4mnumeric24 unique values
0 missing
GATS4pnumeric23 unique values
0 missing
GATS4snumeric25 unique values
0 missing
GATS4vnumeric22 unique values
0 missing
GATS5enumeric25 unique values
0 missing
GATS5inumeric22 unique values
0 missing
GATS5mnumeric25 unique values
0 missing
GATS5pnumeric24 unique values
0 missing
GATS5snumeric24 unique values
0 missing
GATS5vnumeric25 unique values
0 missing
GATS6enumeric25 unique values
0 missing
GATS6inumeric24 unique values
0 missing
GATS6mnumeric25 unique values
0 missing
GATS6pnumeric25 unique values
0 missing
GATS6snumeric24 unique values
0 missing
GATS6vnumeric23 unique values
0 missing
GATS7enumeric24 unique values
0 missing
GATS7inumeric25 unique values
0 missing
GATS7mnumeric25 unique values
0 missing
GATS7pnumeric25 unique values
0 missing
GATS7snumeric25 unique values
0 missing
GATS7vnumeric23 unique values
0 missing
GATS8inumeric24 unique values
0 missing
GATS8mnumeric25 unique values
0 missing
GATS8pnumeric24 unique values
0 missing
GATS8snumeric25 unique values
0 missing
GATS8vnumeric24 unique values
0 missing
GGI1numeric16 unique values
0 missing
GGI10numeric23 unique values
0 missing
GGI2numeric16 unique values
0 missing
GGI3numeric19 unique values
0 missing
GGI4numeric24 unique values
0 missing
GGI5numeric20 unique values
0 missing
GGI6numeric24 unique values
0 missing
GGI7numeric24 unique values
0 missing
GGI8numeric21 unique values
0 missing
GGI9numeric23 unique values
0 missing
GMTInumeric24 unique values
0 missing
GMTIVnumeric25 unique values
0 missing
GNarnumeric21 unique values
0 missing
H.numeric21 unique values
0 missing
H.046numeric3 unique values
0 missing
H.047numeric11 unique values
0 missing
H.048numeric3 unique values
0 missing
H.049numeric4 unique values
0 missing
H.050numeric10 unique values
0 missing
H.051numeric2 unique values
0 missing
H.052numeric2 unique values
0 missing
HDcpxnumeric24 unique values
0 missing
HNarnumeric21 unique values
0 missing
HVcpxnumeric23 unique values
0 missing
Hynumeric21 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
IACnumeric21 unique values
0 missing
IC0numeric19 unique values
0 missing
IC1numeric22 unique values
0 missing
IC2numeric24 unique values
0 missing
IC3numeric23 unique values
0 missing
IC4numeric22 unique values
0 missing
IC5numeric22 unique values
0 missing
ICRnumeric24 unique values
0 missing
IDDEnumeric23 unique values
0 missing
IDDMnumeric23 unique values
0 missing
IDEnumeric24 unique values
0 missing
IDETnumeric24 unique values
0 missing
IDMnumeric24 unique values
0 missing
IDMTnumeric24 unique values
0 missing
Infective.50numeric2 unique values
0 missing
Infective.80numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
ISIZnumeric19 unique values
0 missing
IVDEnumeric21 unique values
0 missing
IVDMnumeric21 unique values
0 missing
JGI1numeric19 unique values
0 missing
JGI10numeric10 unique values
0 missing
JGI2numeric16 unique values
0 missing
JGI3numeric18 unique values
0 missing
JGI4numeric13 unique values
0 missing
JGI5numeric12 unique values
0 missing
JGI6numeric11 unique values
0 missing
JGI7numeric11 unique values
0 missing
JGI8numeric9 unique values
0 missing
JGI9numeric10 unique values
0 missing
JGTnumeric22 unique values
0 missing
LLS_01numeric4 unique values
0 missing
LLS_02numeric6 unique values
0 missing
LOCnumeric21 unique values
0 missing
LPRSnumeric24 unique values
0 missing
MATS1enumeric22 unique values
0 missing
MATS1mnumeric19 unique values
0 missing
MATS1pnumeric22 unique values
0 missing
MATS1snumeric21 unique values
0 missing
MATS1vnumeric20 unique values
0 missing
MATS2enumeric21 unique values
0 missing
MATS2inumeric21 unique values
0 missing
MATS2pnumeric21 unique values
0 missing
MATS2snumeric21 unique values
0 missing
MATS2vnumeric22 unique values
0 missing
MATS3enumeric22 unique values
0 missing
MATS3mnumeric20 unique values
0 missing
MATS3vnumeric22 unique values
0 missing
MATS4enumeric24 unique values
0 missing
MATS4inumeric23 unique values
0 missing
MATS4mnumeric24 unique values
0 missing
MATS4pnumeric21 unique values
0 missing
MATS4snumeric25 unique values
0 missing
MATS4vnumeric23 unique values
0 missing
MATS5enumeric25 unique values
0 missing
MATS5inumeric25 unique values
0 missing
MATS5mnumeric24 unique values
0 missing
MATS5pnumeric24 unique values
0 missing
MATS5snumeric23 unique values
0 missing
MATS5vnumeric24 unique values
0 missing
MATS6enumeric25 unique values
0 missing
MATS6inumeric25 unique values
0 missing
MATS6mnumeric25 unique values
0 missing
MATS6pnumeric24 unique values
0 missing
MATS6snumeric25 unique values
0 missing
MATS6vnumeric22 unique values
0 missing
MATS7enumeric25 unique values
0 missing
MATS7inumeric24 unique values
0 missing
MATS7mnumeric25 unique values
0 missing
MATS7pnumeric23 unique values
0 missing
MATS7snumeric24 unique values
0 missing
MATS7vnumeric25 unique values
0 missing
MATS8enumeric23 unique values
0 missing
MATS8inumeric24 unique values
0 missing
MATS8mnumeric24 unique values
0 missing
MATS8pnumeric24 unique values
0 missing
MATS8snumeric24 unique values
0 missing
MATS8vnumeric23 unique values
0 missing
MAXDNnumeric24 unique values
0 missing
MAXDPnumeric25 unique values
0 missing
MDDDnumeric24 unique values
0 missing
Menumeric19 unique values
0 missing
Minumeric14 unique values
0 missing
MLOGPnumeric22 unique values
0 missing
MLOGP2numeric22 unique values
0 missing
Mpnumeric20 unique values
0 missing
MPC01numeric16 unique values
0 missing
MPC02numeric19 unique values
0 missing
MPC03numeric20 unique values
0 missing
MPC04numeric19 unique values
0 missing
MPC05numeric20 unique values
0 missing
MPC06numeric21 unique values
0 missing
MPC07numeric24 unique values
0 missing
MPC08numeric24 unique values
0 missing
MPC09numeric23 unique values
0 missing
MPC10numeric23 unique values
0 missing
MSDnumeric24 unique values
0 missing
Mvnumeric21 unique values
0 missing
MWnumeric21 unique values
0 missing
MWC01numeric16 unique values
0 missing
MWC02numeric21 unique values
0 missing
MWC03numeric21 unique values
0 missing
MWC04numeric20 unique values
0 missing
MWC05numeric23 unique values
0 missing
MWC06numeric23 unique values
0 missing
MWC07numeric23 unique values
0 missing
MWC08numeric23 unique values
0 missing
MWC09numeric24 unique values
0 missing
MWC10numeric21 unique values
0 missing
N.numeric20 unique values
0 missing
N.069numeric3 unique values
0 missing
N.072numeric2 unique values
0 missing
N.073numeric4 unique values
0 missing
N.075numeric4 unique values
0 missing
N.076numeric2 unique values
0 missing
N.078numeric2 unique values
0 missing
n135.Triazinesnumeric2 unique values
0 missing
NaaaCnumeric3 unique values
0 missing
NaaCHnumeric9 unique values
0 missing
NaaNnumeric4 unique values
0 missing
NaasCnumeric10 unique values
0 missing
NaasNnumeric3 unique values
0 missing
nABnumeric10 unique values
0 missing
nArCHOnumeric2 unique values
0 missing
nArCOnumeric2 unique values
0 missing
nArCONHRnumeric2 unique values
0 missing
nArCOOHnumeric3 unique values
0 missing
nArNH2numeric3 unique values
0 missing
nArNHRnumeric4 unique values
0 missing
nArNO2numeric2 unique values
0 missing
nArOHnumeric3 unique values
0 missing
nArXnumeric3 unique values
0 missing
nATnumeric19 unique values
0 missing
nBMnumeric14 unique values
0 missing
nBnznumeric6 unique values
0 missing
nBOnumeric16 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
25
Number of instances (rows) of the dataset.
NumberOfFeatures
677
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
676
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
99.85
Percentage of numeric attributes.
PercentageOfSymbolicFeatures
0.15
Percentage of nominal attributes.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile1KurtosisOfNumericAtts
0.11
First quartile of kurtosis among attributes of the numeric type.
Quartile1MeansOfNumericAtts
0.5
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
-0.15
First quartile of skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.26
First quartile of standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Quartile2KurtosisOfNumericAtts
1.83
Second quartile (Median) of kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.73
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
0.56
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.68
Second quartile (Median) of standard deviation of attributes of the numeric type.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
Quartile3KurtosisOfNumericAtts
5.92
Third quartile of kurtosis among attributes of the numeric type.
Quartile3MeansOfNumericAtts
4.88
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
2.04
Third quartile of skewness among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.91
Third quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
-0.09
Average class difference between consecutive instances.
MeanMeansOfNumericAtts
316.57
Mean of means among attributes of the numeric type.
ClassEntropy
Entropy of the target attribute values.
Dimensionality
27.08
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
25
Maximum kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
114302.52
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
5
Maximum skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
205713.71
Maximum standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MeanKurtosisOfNumericAtts
3.86
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
0.93
Mean skewness among attributes of the numeric type.
MeanStdDevOfNumericAtts
578.83
Mean standard deviation of attributes of the numeric type.
MinAttributeEntropy
Minimal entropy among attributes.
MinKurtosisOfNumericAtts
-2.17
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.24
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
-5
Minimum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
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-CHEMBL2530
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2530
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2530
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2530
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2530
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2530
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2530
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2530
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2530
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2530
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2530
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2530
0 runs - estimation_procedure: 50 times Clustering
Define a new task

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