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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3926

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3926

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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: CHEMBL3926 (TID: 20009), and it has 18 rows and 479 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.

481 features

pXC50 (target)numeric18 unique values
0 missing
molecule_id (row identifier)nominal18 unique values
0 missing
GATS1snumeric16 unique values
0 missing
ATSC7vnumeric18 unique values
0 missing
GATS8enumeric12 unique values
0 missing
GATS3snumeric17 unique values
0 missing
MATS8enumeric17 unique values
0 missing
MATS8snumeric17 unique values
0 missing
MATS1mnumeric16 unique values
0 missing
Eta_L_Anumeric17 unique values
0 missing
MATS3snumeric17 unique values
0 missing
Eig05_AEA.dm.numeric18 unique values
0 missing
AACnumeric15 unique values
0 missing
AECCnumeric16 unique values
0 missing
ALOGPnumeric17 unique values
0 missing
ALOGP2numeric17 unique values
0 missing
AMRnumeric17 unique values
0 missing
AMWnumeric17 unique values
0 missing
ARRnumeric13 unique values
0 missing
ATS1enumeric17 unique values
0 missing
ATS1inumeric17 unique values
0 missing
ATS1mnumeric17 unique values
0 missing
ATS1pnumeric16 unique values
0 missing
ATS1snumeric16 unique values
0 missing
ATS1vnumeric16 unique values
0 missing
ATS2enumeric17 unique values
0 missing
ATS2inumeric16 unique values
0 missing
ATS2mnumeric17 unique values
0 missing
ATS2pnumeric17 unique values
0 missing
ATS2snumeric18 unique values
0 missing
ATS2vnumeric17 unique values
0 missing
ATS3enumeric17 unique values
0 missing
ATS3inumeric17 unique values
0 missing
ATS3mnumeric17 unique values
0 missing
ATS3pnumeric17 unique values
0 missing
ATS3snumeric18 unique values
0 missing
ATS3vnumeric17 unique values
0 missing
ATS4enumeric17 unique values
0 missing
ATS4inumeric18 unique values
0 missing
ATS4mnumeric18 unique values
0 missing
ATS4pnumeric18 unique values
0 missing
ATS4snumeric18 unique values
0 missing
ATS4vnumeric18 unique values
0 missing
ATS5enumeric18 unique values
0 missing
ATS5inumeric18 unique values
0 missing
ATS5mnumeric18 unique values
0 missing
ATS5pnumeric18 unique values
0 missing
ATS5snumeric18 unique values
0 missing
ATS5vnumeric18 unique values
0 missing
ATS6enumeric18 unique values
0 missing
ATS6inumeric18 unique values
0 missing
ATS6mnumeric18 unique values
0 missing
ATS6pnumeric18 unique values
0 missing
ATS6snumeric18 unique values
0 missing
ATS6vnumeric18 unique values
0 missing
ATS7enumeric15 unique values
0 missing
ATS7inumeric15 unique values
0 missing
ATS7mnumeric15 unique values
0 missing
ATS7pnumeric15 unique values
0 missing
ATS7snumeric15 unique values
0 missing
ATS7vnumeric15 unique values
0 missing
ATS8enumeric13 unique values
0 missing
ATS8inumeric13 unique values
0 missing
ATS8mnumeric13 unique values
0 missing
ATS8pnumeric13 unique values
0 missing
ATS8snumeric13 unique values
0 missing
ATS8vnumeric13 unique values
0 missing
ATSC1enumeric15 unique values
0 missing
ATSC1inumeric17 unique values
0 missing
ATSC1mnumeric17 unique values
0 missing
ATSC1pnumeric17 unique values
0 missing
ATSC1snumeric17 unique values
0 missing
ATSC1vnumeric17 unique values
0 missing
ATSC2enumeric15 unique values
0 missing
ATSC2inumeric16 unique values
0 missing
ATSC2mnumeric17 unique values
0 missing
ATSC2pnumeric17 unique values
0 missing
ATSC2snumeric18 unique values
0 missing
ATSC2vnumeric17 unique values
0 missing
ATSC3enumeric17 unique values
0 missing
ATSC3inumeric17 unique values
0 missing
ATSC3mnumeric17 unique values
0 missing
ATSC3pnumeric17 unique values
0 missing
ATSC3snumeric18 unique values
0 missing
ATSC3vnumeric17 unique values
0 missing
ATSC4enumeric18 unique values
0 missing
ATSC4inumeric18 unique values
0 missing
ATSC4mnumeric17 unique values
0 missing
ATSC4pnumeric18 unique values
0 missing
ATSC4snumeric18 unique values
0 missing
ATSC4vnumeric18 unique values
0 missing
ATSC5enumeric18 unique values
0 missing
ATSC5inumeric18 unique values
0 missing
ATSC5mnumeric18 unique values
0 missing
ATSC5pnumeric18 unique values
0 missing
ATSC5snumeric18 unique values
0 missing
ATSC5vnumeric18 unique values
0 missing
ATSC6enumeric18 unique values
0 missing
ATSC6inumeric18 unique values
0 missing
ATSC6mnumeric18 unique values
0 missing
ATSC6pnumeric18 unique values
0 missing
ATSC6snumeric18 unique values
0 missing
ATSC6vnumeric18 unique values
0 missing
ATSC7enumeric18 unique values
0 missing
ATSC7inumeric18 unique values
0 missing
ATSC7mnumeric18 unique values
0 missing
ATSC7pnumeric18 unique values
0 missing
ATSC7snumeric18 unique values
0 missing
ATSC8enumeric17 unique values
0 missing
ATSC8inumeric17 unique values
0 missing
ATSC8mnumeric17 unique values
0 missing
ATSC8pnumeric17 unique values
0 missing
ATSC8snumeric17 unique values
0 missing
ATSC8vnumeric17 unique values
0 missing
BACnumeric13 unique values
0 missing
BBInumeric13 unique values
0 missing
BIC0numeric15 unique values
0 missing
BIC1numeric14 unique values
0 missing
BIC2numeric15 unique values
0 missing
BIC3numeric15 unique values
0 missing
BIC4numeric14 unique values
0 missing
BIC5numeric14 unique values
0 missing
BIDnumeric16 unique values
0 missing
BLInumeric17 unique values
0 missing
BLTA96numeric16 unique values
0 missing
BLTD48numeric16 unique values
0 missing
BLTF96numeric16 unique values
0 missing
Br.094numeric2 unique values
0 missing
C.numeric14 unique values
0 missing
C.001numeric4 unique values
0 missing
C.002numeric2 unique values
0 missing
C.005numeric2 unique values
0 missing
C.006numeric3 unique values
0 missing
C.008numeric3 unique values
0 missing
C.012numeric2 unique values
0 missing
C.013numeric2 unique values
0 missing
C.024numeric7 unique values
0 missing
C.025numeric4 unique values
0 missing
C.026numeric5 unique values
0 missing
C.028numeric2 unique values
0 missing
C.033numeric2 unique values
0 missing
C.034numeric2 unique values
0 missing
C.035numeric2 unique values
0 missing
C.040numeric2 unique values
0 missing
C.041numeric2 unique values
0 missing
C.042numeric2 unique values
0 missing
C.044numeric3 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_AAnumeric2 unique values
0 missing
CATS2D_01_LLnumeric8 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
CATS2D_02_APnumeric4 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
CATS2D_03_ALnumeric9 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
CATS2D_03_DLnumeric7 unique values
0 missing
CATS2D_03_LLnumeric6 unique values
0 missing
CATS2D_03_PLnumeric6 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
CATS2D_04_APnumeric3 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
CATS2D_04_LLnumeric6 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
CATS2D_04_PPnumeric2 unique values
0 missing
CATS2D_05_AAnumeric4 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_LLnumeric5 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
CATS2D_05_PPnumeric2 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
CATS2D_06_ALnumeric4 unique values
0 missing
CATS2D_06_APnumeric4 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
CATS2D_06_DLnumeric2 unique values
0 missing
CATS2D_06_DPnumeric4 unique values
0 missing
CATS2D_06_LLnumeric6 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
CATS2D_06_PPnumeric3 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
CATS2D_07_DPnumeric3 unique values
0 missing
CATS2D_07_LLnumeric5 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
CATS2D_07_PPnumeric2 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
CATS2D_08_ALnumeric3 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_DLnumeric3 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
CATS2D_08_LLnumeric3 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
CATS2D_08_PPnumeric2 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
CATS2D_09_ALnumeric3 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
CATS2D_09_LLnumeric2 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
CENTnumeric15 unique values
0 missing
Chi0_AEA.bo.numeric15 unique values
0 missing
Chi0_AEA.dm.numeric15 unique values
0 missing
Chi0_AEA.ed.numeric15 unique values
0 missing
Chi0_AEA.ri.numeric15 unique values
0 missing
Chi0_EAnumeric15 unique values
0 missing
Chi0_EA.bo.numeric15 unique values
0 missing
Chi0_EA.dm.numeric17 unique values
0 missing
Chi0_EA.ed.numeric16 unique values
0 missing
Chi0_EA.ri.numeric17 unique values
0 missing
Chi1_AEA.bo.numeric16 unique values
0 missing
Chi1_AEA.dm.numeric16 unique values
0 missing
Chi1_AEA.ed.numeric16 unique values
0 missing
Chi1_AEA.ri.numeric16 unique values
0 missing
Chi1_EAnumeric16 unique values
0 missing
Chi1_EA.bo.numeric16 unique values
0 missing
Chi1_EA.dm.numeric17 unique values
0 missing
Chi1_EA.ed.numeric16 unique values
0 missing
Chi1_EA.ri.numeric18 unique values
0 missing
CIC0numeric15 unique values
0 missing
CIC1numeric15 unique values
0 missing
CIC2numeric16 unique values
0 missing
CIC3numeric15 unique values
0 missing
CIC4numeric15 unique values
0 missing
CIC5numeric15 unique values
0 missing
CIDnumeric15 unique values
0 missing
Cl.089numeric2 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
CSInumeric16 unique values
0 missing
DBInumeric14 unique values
0 missing
D.Dtr05numeric9 unique values
0 missing
D.Dtr06numeric13 unique values
0 missing
D.Dtr09numeric4 unique values
0 missing
D.Dtr12numeric2 unique values
0 missing
DECCnumeric16 unique values
0 missing
DELSnumeric18 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
DLS_01numeric2 unique values
0 missing
DLS_02numeric2 unique values
0 missing
DLS_03numeric2 unique values
0 missing
DLS_04numeric5 unique values
0 missing
DLS_05numeric3 unique values
0 missing
DLS_06numeric3 unique values
0 missing
DLS_07numeric2 unique values
0 missing
DLS_consnumeric10 unique values
0 missing
Dznumeric16 unique values
0 missing
ECCnumeric16 unique values
0 missing
Eig01_AEA.bo.numeric13 unique values
0 missing
Eig01_AEA.dm.numeric11 unique values
0 missing
Eig01_AEA.ed.numeric13 unique values
0 missing
Eig01_AEA.ri.numeric17 unique values
0 missing
Eig01_EAnumeric14 unique values
0 missing
Eig01_EA.bo.numeric13 unique values
0 missing
Eig01_EA.dm.numeric8 unique values
0 missing
Eig01_EA.ed.numeric14 unique values
0 missing
Eig01_EA.ri.numeric18 unique values
0 missing
Eig02_AEA.bo.numeric15 unique values
0 missing
Eig02_AEA.dm.numeric17 unique values
0 missing
Eig02_AEA.ed.numeric15 unique values
0 missing
Eig02_AEA.ri.numeric17 unique values
0 missing
Eig02_EAnumeric16 unique values
0 missing
Eig02_EA.bo.numeric16 unique values
0 missing
Eig02_EA.dm.numeric5 unique values
0 missing
Eig02_EA.ed.numeric16 unique values
0 missing
Eig02_EA.ri.numeric18 unique values
0 missing
Eig03_AEA.bo.numeric16 unique values
0 missing
Eig03_AEA.dm.numeric18 unique values
0 missing
Eig03_AEA.ed.numeric16 unique values
0 missing
Eig03_AEA.ri.numeric18 unique values
0 missing
Eig03_EAnumeric16 unique values
0 missing
Eig03_EA.bo.numeric16 unique values
0 missing
Eig03_EA.dm.numeric3 unique values
0 missing
Eig03_EA.ed.numeric16 unique values
0 missing
Eig03_EA.ri.numeric18 unique values
0 missing
Eig04_AEA.bo.numeric14 unique values
0 missing
Eig04_AEA.dm.numeric15 unique values
0 missing
Eig04_AEA.ed.numeric14 unique values
0 missing
Eig04_AEA.ri.numeric17 unique values
0 missing
Eig04_EAnumeric15 unique values
0 missing
Eig04_EA.bo.numeric14 unique values
0 missing
Eig04_EA.dm.numeric3 unique values
0 missing
Eig04_EA.ed.numeric14 unique values
0 missing
Eig04_EA.ri.numeric17 unique values
0 missing
Eig05_AEA.bo.numeric16 unique values
0 missing
Eig05_AEA.ed.numeric16 unique values
0 missing
Eig05_AEA.ri.numeric18 unique values
0 missing
Eig05_EAnumeric16 unique values
0 missing
Eig05_EA.bo.numeric16 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
Eig05_EA.ed.numeric16 unique values
0 missing
Eig05_EA.ri.numeric18 unique values
0 missing
Eig06_AEA.bo.numeric13 unique values
0 missing
Eig06_AEA.dm.numeric18 unique values
0 missing
Eig06_AEA.ed.numeric15 unique values
0 missing
Eig06_AEA.ri.numeric18 unique values
0 missing
Eig06_EAnumeric16 unique values
0 missing
Eig06_EA.bo.numeric16 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
Eig06_EA.ed.numeric16 unique values
0 missing
Eig06_EA.ri.numeric18 unique values
0 missing
Eig07_AEA.bo.numeric14 unique values
0 missing
Eig07_AEA.dm.numeric17 unique values
0 missing
Eig07_AEA.ed.numeric12 unique values
0 missing
Eig07_AEA.ri.numeric13 unique values
0 missing
Eig07_EAnumeric12 unique values
0 missing
Eig07_EA.bo.numeric16 unique values
0 missing
Eig07_EA.ed.numeric12 unique values
0 missing
Eig07_EA.ri.numeric12 unique values
0 missing
Eig08_AEA.bo.numeric11 unique values
0 missing
Eig08_AEA.dm.numeric11 unique values
0 missing
Eig08_AEA.ed.numeric10 unique values
0 missing
Eig08_AEA.ri.numeric9 unique values
0 missing
Eig08_EAnumeric8 unique values
0 missing
Eig08_EA.bo.numeric14 unique values
0 missing
Eig08_EA.ed.numeric10 unique values
0 missing
Eig08_EA.ri.numeric8 unique values
0 missing
Eig09_AEA.bo.numeric14 unique values
0 missing
Eig09_AEA.dm.numeric11 unique values
0 missing
Eig09_AEA.ed.numeric11 unique values
0 missing
Eig09_AEA.ri.numeric11 unique values
0 missing
Eig09_EAnumeric10 unique values
0 missing
Eig09_EA.bo.numeric14 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
Eig09_EA.ed.numeric11 unique values
0 missing
Eig09_EA.ri.numeric14 unique values
0 missing
Eig10_AEA.bo.numeric14 unique values
0 missing
Eig10_AEA.dm.numeric15 unique values
0 missing
Eig10_AEA.ed.numeric15 unique values
0 missing
Eig10_AEA.ri.numeric13 unique values
0 missing
Eig10_EAnumeric12 unique values
0 missing
Eig10_EA.bo.numeric15 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
Eig10_EA.ed.numeric13 unique values
0 missing
Eig10_EA.ri.numeric17 unique values
0 missing
Eig11_AEA.bo.numeric14 unique values
0 missing
Eig11_AEA.dm.numeric15 unique values
0 missing
Eig11_AEA.ed.numeric13 unique values
0 missing
Eig11_AEA.ri.numeric13 unique values
0 missing
Eig11_EAnumeric12 unique values
0 missing
Eig11_EA.bo.numeric14 unique values
0 missing
Eig11_EA.dm.numeric2 unique values
0 missing
Eig11_EA.ed.numeric13 unique values
0 missing
Eig11_EA.ri.numeric16 unique values
0 missing
Eig12_AEA.bo.numeric13 unique values
0 missing
Eig12_AEA.dm.numeric11 unique values
0 missing
Eig12_AEA.ed.numeric11 unique values
0 missing
Eig12_AEA.ri.numeric10 unique values
0 missing
Eig12_EAnumeric9 unique values
0 missing
Eig12_EA.bo.numeric12 unique values
0 missing
Eig12_EA.dm.numeric4 unique values
0 missing
Eig12_EA.ed.numeric11 unique values
0 missing
Eig12_EA.ri.numeric9 unique values
0 missing
Eig13_AEA.bo.numeric12 unique values
0 missing
Eig13_AEA.dm.numeric10 unique values
0 missing
Eig13_AEA.ed.numeric9 unique values
0 missing
Eig13_AEA.ri.numeric9 unique values
0 missing
Eig13_EAnumeric9 unique values
0 missing
Eig13_EA.bo.numeric11 unique values
0 missing
Eig13_EA.dm.numeric3 unique values
0 missing
Eig13_EA.ed.numeric9 unique values
0 missing
Eig13_EA.ri.numeric9 unique values
0 missing
Eig14_AEA.bo.numeric9 unique values
0 missing
Eig14_AEA.dm.numeric8 unique values
0 missing
Eig14_AEA.ed.numeric7 unique values
0 missing
Eig14_AEA.ri.numeric6 unique values
0 missing
Eig14_EAnumeric6 unique values
0 missing
Eig14_EA.bo.numeric9 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
Eig14_EA.ed.numeric8 unique values
0 missing
Eig14_EA.ri.numeric6 unique values
0 missing
Eig15_AEA.bo.numeric5 unique values
0 missing
Eig15_AEA.dm.numeric6 unique values
0 missing
Eig15_AEA.ed.numeric7 unique values
0 missing
Eig15_AEA.ri.numeric4 unique values
0 missing
Eig15_EAnumeric6 unique values
0 missing
Eig15_EA.bo.numeric7 unique values
0 missing
Eig15_EA.ed.numeric6 unique values
0 missing
Eig15_EA.ri.numeric6 unique values
0 missing
Eta_alphanumeric17 unique values
0 missing
Eta_alpha_Anumeric13 unique values
0 missing
Eta_Bnumeric14 unique values
0 missing
Eta_B_Anumeric14 unique values
0 missing
Eta_betanumeric12 unique values
0 missing
Eta_beta_Anumeric14 unique values
0 missing
Eta_betaPnumeric10 unique values
0 missing
Eta_betaP_Anumeric13 unique values
0 missing
Eta_betaSnumeric14 unique values
0 missing
Eta_betaS_Anumeric14 unique values
0 missing
Eta_Cnumeric18 unique values
0 missing
Eta_C_Anumeric18 unique values
0 missing
Eta_epsinumeric17 unique values
0 missing
Eta_epsi_Anumeric16 unique values
0 missing
Eta_Fnumeric18 unique values
0 missing
Eta_F_Anumeric18 unique values
0 missing
Eta_FLnumeric16 unique values
0 missing
Eta_FL_Anumeric15 unique values
0 missing
Eta_Lnumeric17 unique values
0 missing
Eta_sh_pnumeric17 unique values
0 missing
Eta_sh_xnumeric17 unique values
0 missing
Eta_sh_ynumeric16 unique values
0 missing
F.083numeric2 unique values
0 missing
F.084numeric2 unique values
0 missing
GATS1enumeric16 unique values
0 missing
GATS1inumeric17 unique values
0 missing
GATS1mnumeric17 unique values
0 missing
GATS1pnumeric17 unique values
0 missing
GATS1vnumeric17 unique values
0 missing
GATS2enumeric17 unique values
0 missing
GATS2inumeric17 unique values
0 missing
GATS2mnumeric17 unique values
0 missing
GATS2pnumeric17 unique values
0 missing
GATS2snumeric17 unique values
0 missing
GATS2vnumeric15 unique values
0 missing
GATS3enumeric17 unique values
0 missing
GATS3inumeric17 unique values
0 missing
GATS3mnumeric17 unique values
0 missing
GATS3pnumeric16 unique values
0 missing
GATS3vnumeric17 unique values
0 missing
GATS4enumeric18 unique values
0 missing
GATS4inumeric18 unique values
0 missing
GATS4mnumeric17 unique values
0 missing
GATS4pnumeric17 unique values
0 missing
GATS4snumeric18 unique values
0 missing
GATS4vnumeric16 unique values
0 missing
GATS5enumeric18 unique values
0 missing
GATS5inumeric18 unique values
0 missing
GATS5mnumeric18 unique values
0 missing
GATS5pnumeric17 unique values
0 missing
GATS5snumeric17 unique values
0 missing
GATS5vnumeric18 unique values
0 missing
GATS6enumeric18 unique values
0 missing
GATS6inumeric18 unique values
0 missing
GATS6mnumeric18 unique values
0 missing
GATS6pnumeric18 unique values
0 missing
GATS6snumeric18 unique values
0 missing
GATS6vnumeric18 unique values
0 missing
GATS7enumeric17 unique values
0 missing
GATS7inumeric17 unique values
0 missing
GATS7mnumeric17 unique values
0 missing
GATS7pnumeric17 unique values
0 missing
GATS7snumeric17 unique values
0 missing
GATS7vnumeric17 unique values
0 missing
GATS8inumeric12 unique values
0 missing
GATS8mnumeric12 unique values
0 missing
GATS8pnumeric12 unique values
0 missing
GATS8snumeric12 unique values
0 missing
GATS8vnumeric12 unique values
0 missing
GGI1numeric10 unique values
0 missing
GGI10numeric4 unique values
0 missing
GGI2numeric9 unique values
0 missing
GGI3numeric14 unique values
0 missing
GGI4numeric15 unique values
0 missing
GGI5numeric14 unique values
0 missing
GGI6numeric11 unique values
0 missing
GGI7numeric7 unique values
0 missing
GGI8numeric6 unique values
0 missing
GGI9numeric4 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
18
Number of instances (rows) of the dataset.
NumberOfFeatures
481
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
480
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
99.79
Percentage of numeric attributes.
PercentageOfSymbolicFeatures
0.21
Percentage of nominal attributes.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile1KurtosisOfNumericAtts
-0.75
First quartile of kurtosis among attributes of the numeric type.
Quartile1MeansOfNumericAtts
0.23
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
-0.01
First quartile of skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.35
First quartile of standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Quartile2KurtosisOfNumericAtts
0.18
Second quartile (Median) of kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1
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
0.65
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.71
Second quartile (Median) of standard deviation of attributes of the numeric type.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
Quartile3KurtosisOfNumericAtts
2.64
Third quartile of kurtosis among attributes of the numeric type.
Quartile3MeansOfNumericAtts
3.25
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
1.33
Third quartile of skewness among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.34
Third quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.52
Average class difference between consecutive instances.
MeanMeansOfNumericAtts
4.97
Mean of means among attributes of the numeric type.
ClassEntropy
Entropy of the target attribute values.
Dimensionality
26.72
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
18
Maximum kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
283.56
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
4.24
Maximum skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
277.92
Maximum standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MeanKurtosisOfNumericAtts
2.04
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
0.71
Mean skewness among attributes of the numeric type.
MeanStdDevOfNumericAtts
3.52
Mean standard deviation of attributes of the numeric type.
MinAttributeEntropy
Minimal entropy among attributes.
MinKurtosisOfNumericAtts
-2.27
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.54
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
-4.24
Minimum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
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-CHEMBL3926
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3926
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3926
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3926
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3926
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3926
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3926
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3926
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3926
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3926
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3926
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3926
0 runs - estimation_procedure: 50 times Clustering
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