Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5091

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5091

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 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: CHEMBL5091 (TID: 101065), and it has 19 rows and 484 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.

486 features

pXC50 (target)numeric19 unique values
0 missing
molecule_id (row identifier)nominal19 unique values
0 missing
Chi0_EA.bo.numeric17 unique values
0 missing
ATSC1inumeric19 unique values
0 missing
Chi0_EA.dm.numeric18 unique values
0 missing
ATSC4inumeric19 unique values
0 missing
Chi0_EA.ed.numeric18 unique values
0 missing
ATSC5inumeric19 unique values
0 missing
Chi0_EA.ri.numeric19 unique values
0 missing
piPC09numeric18 unique values
0 missing
Chi1_AEA.bo.numeric18 unique values
0 missing
piPC06numeric16 unique values
0 missing
Chi1_AEA.dm.numeric18 unique values
0 missing
MPC10numeric18 unique values
0 missing
Chi1_AEA.ed.numeric18 unique values
0 missing
piPC04numeric16 unique values
0 missing
Chi1_AEA.ri.numeric18 unique values
0 missing
piPC05numeric18 unique values
0 missing
Chi1_EAnumeric18 unique values
0 missing
SM07_EA.bo.numeric17 unique values
0 missing
Chi1_EA.bo.numeric18 unique values
0 missing
SM08_EA.bo.numeric18 unique values
0 missing
Chi1_EA.dm.numeric17 unique values
0 missing
SM09_EA.bo.numeric18 unique values
0 missing
Chi1_EA.ed.numeric18 unique values
0 missing
SM10_EA.bo.numeric18 unique values
0 missing
Chi1_EA.ri.numeric19 unique values
0 missing
MPC09numeric17 unique values
0 missing
CIC0numeric17 unique values
0 missing
piPC07numeric18 unique values
0 missing
CIC1numeric16 unique values
0 missing
piPC08numeric18 unique values
0 missing
CIC2numeric16 unique values
0 missing
SpMax1_Bh.i.numeric8 unique values
0 missing
CIC3numeric16 unique values
0 missing
ATS4snumeric19 unique values
0 missing
CIC4numeric15 unique values
0 missing
ATS5snumeric19 unique values
0 missing
CIC5numeric13 unique values
0 missing
ATS6snumeric19 unique values
0 missing
CIDnumeric15 unique values
0 missing
ATSC7inumeric19 unique values
0 missing
Cl.089numeric3 unique values
0 missing
MWC09numeric18 unique values
0 missing
CMC.50numeric2 unique values
0 missing
SM03_EA.ed.numeric15 unique values
0 missing
CMC.80numeric2 unique values
0 missing
SM03_EA.ri.numeric17 unique values
0 missing
CSInumeric16 unique values
0 missing
TWCnumeric16 unique values
0 missing
DBInumeric12 unique values
0 missing
MPC07numeric16 unique values
0 missing
D.Dtr05numeric18 unique values
0 missing
MPC08numeric15 unique values
0 missing
D.Dtr06numeric18 unique values
0 missing
ATS7inumeric18 unique values
0 missing
D.Dtr09numeric18 unique values
0 missing
Eig01_AEA.ri.numeric11 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
GATS2inumeric19 unique values
0 missing
DECCnumeric17 unique values
0 missing
MATS2inumeric19 unique values
0 missing
DELSnumeric19 unique values
0 missing
P_VSA_p_1numeric13 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
SM14_EA.ri.numeric19 unique values
0 missing
DLS_01numeric2 unique values
0 missing
SM15_EA.ri.numeric18 unique values
0 missing
DLS_02numeric2 unique values
0 missing
SpMax_AEA.ri.numeric11 unique values
0 missing
DLS_03numeric2 unique values
0 missing
SM11_EA.bo.numeric18 unique values
0 missing
DLS_04numeric4 unique values
0 missing
SpMax1_Bh.e.numeric11 unique values
0 missing
DLS_05numeric2 unique values
0 missing
ATS1enumeric18 unique values
0 missing
DLS_06numeric2 unique values
0 missing
ATS4vnumeric19 unique values
0 missing
DLS_consnumeric7 unique values
0 missing
ATS5enumeric18 unique values
0 missing
Dznumeric19 unique values
0 missing
Eig02_EA.bo.numeric18 unique values
0 missing
ECCnumeric17 unique values
0 missing
Eig02_EA.ri.numeric19 unique values
0 missing
Eig01_AEA.bo.numeric13 unique values
0 missing
SM12_AEA.ri.numeric18 unique values
0 missing
Eig01_AEA.dm.numeric9 unique values
0 missing
piPC03numeric17 unique values
0 missing
Eig01_AEA.ed.numeric8 unique values
0 missing
SM06_EA.bo.numeric15 unique values
0 missing
Eig01_EAnumeric11 unique values
0 missing
ATSC6snumeric19 unique values
0 missing
Eig01_EA.bo.numeric9 unique values
0 missing
Eig02_AEA.bo.numeric17 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
Eig02_AEA.ed.numeric15 unique values
0 missing
Eig01_EA.ed.numeric11 unique values
0 missing
Eig02_AEA.ri.numeric17 unique values
0 missing
Eig01_EA.ri.numeric12 unique values
0 missing
Eig02_EAnumeric16 unique values
0 missing
Eig02_AEA.dm.numeric19 unique values
0 missing
Eig02_EA.ed.numeric14 unique values
0 missing
Eig02_EA.dm.numeric4 unique values
0 missing
Eig03_EA.ed.numeric18 unique values
0 missing
Eig03_AEA.bo.numeric16 unique values
0 missing
Eig03_EA.ri.numeric15 unique values
0 missing
Eig03_AEA.dm.numeric18 unique values
0 missing
MWC10numeric18 unique values
0 missing
Eig03_AEA.ed.numeric14 unique values
0 missing
SM04_EA.ed.numeric18 unique values
0 missing
Eig03_AEA.ri.numeric18 unique values
0 missing
SM05_EA.ed.numeric18 unique values
0 missing
Eig03_EAnumeric17 unique values
0 missing
SM05_EA.ri.numeric19 unique values
0 missing
Eig03_EA.bo.numeric18 unique values
0 missing
SM06_AEA.ed.numeric18 unique values
0 missing
Eig03_EA.dm.numeric2 unique values
0 missing
SM06_EA.ed.numeric18 unique values
0 missing
Eig04_AEA.bo.numeric18 unique values
0 missing
SM07_AEA.ed.numeric18 unique values
0 missing
Eig04_AEA.dm.numeric19 unique values
0 missing
SM07_EAnumeric18 unique values
0 missing
Eig04_AEA.ed.numeric17 unique values
0 missing
SM07_EA.ed.numeric18 unique values
0 missing
Eig04_AEA.ri.numeric18 unique values
0 missing
SM07_EA.ri.numeric18 unique values
0 missing
Eig04_EAnumeric18 unique values
0 missing
SM08_AEA.ed.numeric18 unique values
0 missing
Eig04_EA.bo.numeric17 unique values
0 missing
SM08_EAnumeric18 unique values
0 missing
Eig04_EA.ed.numeric18 unique values
0 missing
SM08_EA.ed.numeric18 unique values
0 missing
Eig04_EA.ri.numeric19 unique values
0 missing
SM08_EA.ri.numeric19 unique values
0 missing
Eig05_AEA.bo.numeric17 unique values
0 missing
SM09_AEA.ed.numeric18 unique values
0 missing
Eig05_AEA.dm.numeric19 unique values
0 missing
SM09_EAnumeric18 unique values
0 missing
Eig05_AEA.ed.numeric17 unique values
0 missing
SM09_EA.ed.numeric17 unique values
0 missing
Eig05_AEA.ri.numeric19 unique values
0 missing
SM09_EA.ri.numeric19 unique values
0 missing
Eig05_EAnumeric18 unique values
0 missing
SM10_AEA.bo.numeric16 unique values
0 missing
Eig05_EA.bo.numeric18 unique values
0 missing
SM10_AEA.ed.numeric18 unique values
0 missing
Eig05_EA.ed.numeric17 unique values
0 missing
SM10_EAnumeric17 unique values
0 missing
Eig05_EA.ri.numeric18 unique values
0 missing
SM10_EA.ed.numeric18 unique values
0 missing
Eig06_AEA.bo.numeric17 unique values
0 missing
SM10_EA.ri.numeric19 unique values
0 missing
Eig06_AEA.dm.numeric19 unique values
0 missing
SM11_AEA.dm.numeric14 unique values
0 missing
Eig06_AEA.ed.numeric16 unique values
0 missing
SM11_AEA.ed.numeric17 unique values
0 missing
Eig06_AEA.ri.numeric19 unique values
0 missing
SM11_EAnumeric18 unique values
0 missing
Eig06_EAnumeric17 unique values
0 missing
SM11_EA.ed.numeric18 unique values
0 missing
Eig06_EA.bo.numeric18 unique values
0 missing
SM11_EA.ri.numeric19 unique values
0 missing
Eig06_EA.ed.numeric16 unique values
0 missing
SM12_AEA.dm.numeric18 unique values
0 missing
Eig06_EA.ri.numeric18 unique values
0 missing
SM12_AEA.ed.numeric18 unique values
0 missing
Eig07_AEA.bo.numeric16 unique values
0 missing
SM12_EAnumeric17 unique values
0 missing
Eig07_AEA.dm.numeric18 unique values
0 missing
SM12_EA.bo.numeric17 unique values
0 missing
Eig07_AEA.ed.numeric17 unique values
0 missing
SM12_EA.ed.numeric17 unique values
0 missing
Eig07_AEA.ri.numeric19 unique values
0 missing
SM12_EA.ri.numeric19 unique values
0 missing
Eig07_EAnumeric16 unique values
0 missing
SM13_AEA.ed.numeric18 unique values
0 missing
Eig07_EA.bo.numeric17 unique values
0 missing
SM13_EAnumeric18 unique values
0 missing
Eig07_EA.ed.numeric14 unique values
0 missing
SM13_EA.bo.numeric18 unique values
0 missing
Eig07_EA.ri.numeric17 unique values
0 missing
SM13_EA.ed.numeric17 unique values
0 missing
Eig08_AEA.bo.numeric17 unique values
0 missing
SM13_EA.ri.numeric19 unique values
0 missing
Eig08_AEA.dm.numeric18 unique values
0 missing
SM14_AEA.ed.numeric18 unique values
0 missing
Eig08_AEA.ed.numeric18 unique values
0 missing
SM14_EAnumeric18 unique values
0 missing
Eig08_AEA.ri.numeric18 unique values
0 missing
SM14_EA.bo.numeric18 unique values
0 missing
Eig08_EAnumeric16 unique values
0 missing
SM15_AEA.ed.numeric18 unique values
0 missing
Eig08_EA.bo.numeric18 unique values
0 missing
SM15_EAnumeric18 unique values
0 missing
Eig08_EA.ed.numeric18 unique values
0 missing
SM15_EA.bo.numeric17 unique values
0 missing
Eig08_EA.ri.numeric17 unique values
0 missing
AACnumeric17 unique values
0 missing
Eig09_AEA.bo.numeric9 unique values
0 missing
AECCnumeric17 unique values
0 missing
Eig09_AEA.dm.numeric16 unique values
0 missing
ALOGPnumeric19 unique values
0 missing
Eig09_AEA.ed.numeric17 unique values
0 missing
ALOGP2numeric19 unique values
0 missing
Eig09_AEA.ri.numeric10 unique values
0 missing
AMRnumeric19 unique values
0 missing
Eig09_EAnumeric10 unique values
0 missing
AMWnumeric19 unique values
0 missing
Eig09_EA.bo.numeric9 unique values
0 missing
ARRnumeric10 unique values
0 missing
Eig09_EA.ed.numeric18 unique values
0 missing
ATS1inumeric19 unique values
0 missing
Eig09_EA.ri.numeric10 unique values
0 missing
ATS1mnumeric18 unique values
0 missing
Eig10_AEA.bo.numeric5 unique values
0 missing
ATS1pnumeric18 unique values
0 missing
Eig10_AEA.dm.numeric10 unique values
0 missing
ATS1snumeric18 unique values
0 missing
Eig10_AEA.ed.numeric11 unique values
0 missing
ATS1vnumeric19 unique values
0 missing
Eig10_AEA.ri.numeric5 unique values
0 missing
ATS2enumeric19 unique values
0 missing
Eig10_EAnumeric5 unique values
0 missing
ATS2inumeric19 unique values
0 missing
Eig10_EA.bo.numeric5 unique values
0 missing
ATS2mnumeric19 unique values
0 missing
Eig10_EA.ed.numeric10 unique values
0 missing
ATS2pnumeric18 unique values
0 missing
Eig10_EA.ri.numeric5 unique values
0 missing
ATS2snumeric19 unique values
0 missing
Eig11_AEA.bo.numeric13 unique values
0 missing
ATS2vnumeric18 unique values
0 missing
Eig11_AEA.dm.numeric6 unique values
0 missing
ATS3enumeric19 unique values
0 missing
Eig11_AEA.ed.numeric7 unique values
0 missing
ATS3inumeric19 unique values
0 missing
Eig11_AEA.ri.numeric13 unique values
0 missing
ATS3mnumeric19 unique values
0 missing
Eig11_EAnumeric12 unique values
0 missing
ATS3pnumeric19 unique values
0 missing
Eig11_EA.bo.numeric13 unique values
0 missing
ATS3snumeric19 unique values
0 missing
Eig11_EA.ed.numeric6 unique values
0 missing
ATS3vnumeric19 unique values
0 missing
Eig11_EA.ri.numeric13 unique values
0 missing
ATS4enumeric18 unique values
0 missing
Eig12_AEA.bo.numeric17 unique values
0 missing
ATS4inumeric19 unique values
0 missing
Eig12_AEA.dm.numeric15 unique values
0 missing
ATS4mnumeric19 unique values
0 missing
Eig12_AEA.ed.numeric12 unique values
0 missing
ATS4pnumeric19 unique values
0 missing
Eig12_AEA.ri.numeric18 unique values
0 missing
ATS5inumeric17 unique values
0 missing
Eig12_EAnumeric18 unique values
0 missing
ATS5mnumeric19 unique values
0 missing
Eig12_EA.bo.numeric18 unique values
0 missing
ATS5pnumeric19 unique values
0 missing
Eig12_EA.ed.numeric14 unique values
0 missing
ATS5vnumeric18 unique values
0 missing
Eig12_EA.ri.numeric18 unique values
0 missing
ATS6enumeric18 unique values
0 missing
Eig13_AEA.bo.numeric17 unique values
0 missing
ATS6inumeric19 unique values
0 missing
Eig13_AEA.dm.numeric15 unique values
0 missing
ATS6mnumeric19 unique values
0 missing
Eig13_AEA.ed.numeric18 unique values
0 missing
ATS6pnumeric19 unique values
0 missing
Eig13_AEA.ri.numeric19 unique values
0 missing
ATS6vnumeric19 unique values
0 missing
Eig13_EAnumeric17 unique values
0 missing
ATS7enumeric18 unique values
0 missing
Eig13_EA.bo.numeric17 unique values
0 missing
ATS7mnumeric19 unique values
0 missing
Eig13_EA.ed.numeric17 unique values
0 missing
ATS7pnumeric19 unique values
0 missing
Eig13_EA.ri.numeric19 unique values
0 missing
ATS7snumeric19 unique values
0 missing
Eig14_AEA.bo.numeric17 unique values
0 missing
ATS7vnumeric18 unique values
0 missing
Eig14_AEA.dm.numeric15 unique values
0 missing
ATS8enumeric18 unique values
0 missing
Eig14_AEA.ed.numeric17 unique values
0 missing
ATS8inumeric19 unique values
0 missing
Eig14_AEA.ri.numeric19 unique values
0 missing
ATS8mnumeric19 unique values
0 missing
Eig14_EAnumeric17 unique values
0 missing
ATS8pnumeric19 unique values
0 missing
Eig14_EA.bo.numeric17 unique values
0 missing
ATS8snumeric19 unique values
0 missing
Eig14_EA.ed.numeric18 unique values
0 missing
ATS8vnumeric18 unique values
0 missing
Eig14_EA.ri.numeric19 unique values
0 missing
ATSC1enumeric18 unique values
0 missing
Eig15_AEA.bo.numeric18 unique values
0 missing
ATSC1mnumeric19 unique values
0 missing
Eig15_AEA.dm.numeric18 unique values
0 missing
ATSC1pnumeric19 unique values
0 missing
Eig15_AEA.ed.numeric18 unique values
0 missing
ATSC1snumeric19 unique values
0 missing
Eig15_AEA.ri.numeric19 unique values
0 missing
ATSC1vnumeric19 unique values
0 missing
Eig15_EAnumeric18 unique values
0 missing
ATSC2enumeric18 unique values
0 missing
Eig15_EA.bo.numeric18 unique values
0 missing
ATSC2inumeric19 unique values
0 missing
Eig15_EA.ed.numeric17 unique values
0 missing
ATSC2mnumeric19 unique values
0 missing
Eig15_EA.ri.numeric19 unique values
0 missing
ATSC2pnumeric19 unique values
0 missing
Eta_alphanumeric17 unique values
0 missing
ATSC2snumeric19 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
ATSC2vnumeric19 unique values
0 missing
Eta_Bnumeric17 unique values
0 missing
ATSC3enumeric18 unique values
0 missing
Eta_B_Anumeric11 unique values
0 missing
ATSC3inumeric17 unique values
0 missing
Eta_betanumeric16 unique values
0 missing
ATSC3mnumeric19 unique values
0 missing
Eta_beta_Anumeric16 unique values
0 missing
ATSC3pnumeric19 unique values
0 missing
Eta_betaPnumeric7 unique values
0 missing
ATSC3snumeric19 unique values
0 missing
Eta_betaP_Anumeric14 unique values
0 missing
ATSC3vnumeric19 unique values
0 missing
Eta_betaSnumeric12 unique values
0 missing
ATSC4enumeric18 unique values
0 missing
Eta_betaS_Anumeric13 unique values
0 missing
ATSC4mnumeric19 unique values
0 missing
Eta_Cnumeric19 unique values
0 missing
ATSC4pnumeric19 unique values
0 missing
Eta_C_Anumeric19 unique values
0 missing
ATSC4snumeric19 unique values
0 missing
Eta_epsinumeric18 unique values
0 missing
ATSC4vnumeric19 unique values
0 missing
Eta_epsi_Anumeric19 unique values
0 missing
ATSC5enumeric18 unique values
0 missing
Eta_Fnumeric19 unique values
0 missing
ATSC5mnumeric19 unique values
0 missing
Eta_F_Anumeric16 unique values
0 missing
ATSC5pnumeric19 unique values
0 missing
Eta_FLnumeric19 unique values
0 missing
ATSC5snumeric19 unique values
0 missing
Eta_FL_Anumeric17 unique values
0 missing
ATSC5vnumeric19 unique values
0 missing
Eta_Lnumeric19 unique values
0 missing
ATSC6enumeric19 unique values
0 missing
Eta_L_Anumeric15 unique values
0 missing
ATSC6inumeric19 unique values
0 missing
Eta_sh_pnumeric18 unique values
0 missing
ATSC6mnumeric19 unique values
0 missing
Eta_sh_xnumeric6 unique values
0 missing
ATSC6pnumeric19 unique values
0 missing
Eta_sh_ynumeric14 unique values
0 missing
ATSC6vnumeric19 unique values
0 missing
F.083numeric2 unique values
0 missing
ATSC7enumeric19 unique values
0 missing
F.084numeric2 unique values
0 missing
ATSC7mnumeric19 unique values
0 missing
GATS1enumeric19 unique values
0 missing
ATSC7pnumeric19 unique values
0 missing
GATS1inumeric19 unique values
0 missing
ATSC7snumeric19 unique values
0 missing
GATS1mnumeric19 unique values
0 missing
ATSC7vnumeric19 unique values
0 missing
GATS1pnumeric19 unique values
0 missing
ATSC8enumeric18 unique values
0 missing
GATS1snumeric19 unique values
0 missing
ATSC8inumeric19 unique values
0 missing
GATS1vnumeric19 unique values
0 missing
ATSC8mnumeric19 unique values
0 missing
GATS2enumeric19 unique values
0 missing
ATSC8pnumeric19 unique values
0 missing
GATS2mnumeric18 unique values
0 missing
ATSC8snumeric19 unique values
0 missing
GATS2pnumeric19 unique values
0 missing
ATSC8vnumeric19 unique values
0 missing
GATS2snumeric18 unique values
0 missing
BACnumeric11 unique values
0 missing
GATS2vnumeric19 unique values
0 missing
BBInumeric10 unique values
0 missing
GATS3enumeric19 unique values
0 missing
BIC0numeric15 unique values
0 missing
GATS3inumeric18 unique values
0 missing
BIC1numeric16 unique values
0 missing
GATS3mnumeric19 unique values
0 missing
BIC2numeric15 unique values
0 missing
GATS3pnumeric17 unique values
0 missing
BIC3numeric15 unique values
0 missing
GATS3snumeric19 unique values
0 missing
BIC4numeric15 unique values
0 missing
GATS3vnumeric18 unique values
0 missing
BIC5numeric12 unique values
0 missing
GATS4enumeric18 unique values
0 missing
BIDnumeric11 unique values
0 missing
GATS4inumeric18 unique values
0 missing
BLInumeric17 unique values
0 missing
GATS4mnumeric19 unique values
0 missing
BLTA96numeric18 unique values
0 missing
GATS4pnumeric19 unique values
0 missing
BLTD48numeric18 unique values
0 missing
GATS4snumeric19 unique values
0 missing
BLTF96numeric18 unique values
0 missing
GATS4vnumeric19 unique values
0 missing
Br.094numeric2 unique values
0 missing
GATS5enumeric19 unique values
0 missing
C.numeric10 unique values
0 missing
GATS5inumeric19 unique values
0 missing
C.001numeric3 unique values
0 missing
GATS5mnumeric19 unique values
0 missing
C.002numeric3 unique values
0 missing
GATS5pnumeric16 unique values
0 missing
C.005numeric3 unique values
0 missing
GATS5snumeric18 unique values
0 missing
C.006numeric2 unique values
0 missing
GATS5vnumeric19 unique values
0 missing
C.013numeric2 unique values
0 missing
GATS6enumeric19 unique values
0 missing
C.024numeric5 unique values
0 missing
GATS6inumeric17 unique values
0 missing
C.025numeric4 unique values
0 missing
GATS6mnumeric19 unique values
0 missing
C.026numeric4 unique values
0 missing
GATS6pnumeric19 unique values
0 missing
C.040numeric2 unique values
0 missing
GATS6snumeric18 unique values
0 missing
C.044numeric2 unique values
0 missing
GATS6vnumeric18 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GATS7enumeric18 unique values
0 missing
CATS2D_01_LLnumeric10 unique values
0 missing
GATS7inumeric19 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
GATS7mnumeric19 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
GATS7pnumeric19 unique values
0 missing
CATS2D_02_LLnumeric9 unique values
0 missing
GATS7snumeric18 unique values
0 missing
CATS2D_03_ALnumeric9 unique values
0 missing
GATS7vnumeric17 unique values
0 missing
CATS2D_03_DLnumeric2 unique values
0 missing
GATS8enumeric19 unique values
0 missing
CATS2D_03_LLnumeric8 unique values
0 missing
GATS8inumeric19 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS8mnumeric18 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
GATS8pnumeric19 unique values
0 missing
CATS2D_04_DLnumeric3 unique values
0 missing
GATS8snumeric18 unique values
0 missing
CATS2D_04_LLnumeric8 unique values
0 missing
GATS8vnumeric18 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GGI1numeric8 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
GGI10numeric16 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
GGI2numeric6 unique values
0 missing
CATS2D_05_LLnumeric9 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
CATS2D_06_ALnumeric9 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
CATS2D_07_LLnumeric10 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
CATS2D_08_LLnumeric10 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
CATS2D_09_LLnumeric10 unique values
0 missing
CENTnumeric17 unique values
0 missing
Chi0_AEA.bo.numeric17 unique values
0 missing
Chi0_AEA.dm.numeric17 unique values
0 missing
Chi0_AEA.ed.numeric17 unique values
0 missing
Chi0_AEA.ri.numeric17 unique values
0 missing
Chi0_EAnumeric17 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
19
Number of instances (rows) of the dataset.
NumberOfFeatures
486
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
485
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
19
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.57
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3KurtosisOfNumericAtts
2.54
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
1015.84
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.
Quartile3MeansOfNumericAtts
8.47
Third quartile of means 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
99.79
Percentage of numeric attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.75
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.21
Percentage of nominal attributes.
Quartile3SkewnessOfNumericAtts
0.76
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
4.36
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.
Quartile3StdDevOfNumericAtts
0.59
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
214.05
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.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.97
First quartile of means among attributes of the numeric type.
MeanKurtosisOfNumericAtts
1.63
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
11.59
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.4
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.61
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.11
First quartile of standard deviation of attributes of the numeric type.
ClassEntropy
Entropy of the target attribute values.
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.
Dimensionality
25.58
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.36
Second quartile (Median) of kurtosis 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.
MeanSkewnessOfNumericAtts
0.19
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.53
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
2.28
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
0.17
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.23
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.23
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5091
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5091
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5091
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5091
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5091
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5091
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5091
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5091
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5091
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5091
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5091
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5091
0 runs - estimation_procedure: 50 times Clustering
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