Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2060

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2060

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 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: CHEMBL2060 (TID: 232), and it has 28 rows and 513 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.

515 features

pXC50 (target)numeric22 unique values
0 missing
molecule_id (row identifier)nominal28 unique values
0 missing
Eig02_EA.ed.numeric17 unique values
0 missing
MATS4pnumeric28 unique values
0 missing
GATS6enumeric27 unique values
0 missing
Eig02_EA.ri.numeric22 unique values
0 missing
MATS4snumeric28 unique values
0 missing
MATS6enumeric28 unique values
0 missing
Eig03_AEA.bo.numeric21 unique values
0 missing
ATSC6enumeric28 unique values
0 missing
Eig03_AEA.dm.numeric22 unique values
0 missing
IC4numeric22 unique values
0 missing
Eig03_AEA.ed.numeric18 unique values
0 missing
IC5numeric22 unique values
0 missing
Eig03_AEA.ri.numeric24 unique values
0 missing
SpMin1_Bh.p.numeric20 unique values
0 missing
Eig03_EAnumeric23 unique values
0 missing
LLS_01numeric5 unique values
0 missing
Eig03_EA.bo.numeric21 unique values
0 missing
IC2numeric25 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
GATS7inumeric26 unique values
0 missing
Eig03_EA.ed.numeric19 unique values
0 missing
ATSC6snumeric28 unique values
0 missing
Eig03_EA.ri.numeric25 unique values
0 missing
PJI2numeric6 unique values
0 missing
Eig04_AEA.bo.numeric18 unique values
0 missing
GATS6inumeric26 unique values
0 missing
Eig04_AEA.dm.numeric17 unique values
0 missing
GATS6snumeric28 unique values
0 missing
Eig04_AEA.ed.numeric17 unique values
0 missing
GATS8pnumeric25 unique values
0 missing
Eig04_AEA.ri.numeric16 unique values
0 missing
MATS8pnumeric25 unique values
0 missing
Eig04_EAnumeric16 unique values
0 missing
AACnumeric21 unique values
0 missing
Eig04_EA.bo.numeric18 unique values
0 missing
AECCnumeric24 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
ALOGPnumeric24 unique values
0 missing
Eig04_EA.ed.numeric18 unique values
0 missing
ALOGP2numeric24 unique values
0 missing
Eig04_EA.ri.numeric16 unique values
0 missing
AMRnumeric24 unique values
0 missing
Eig05_AEA.bo.numeric22 unique values
0 missing
AMWnumeric22 unique values
0 missing
Eig05_AEA.dm.numeric22 unique values
0 missing
ARRnumeric18 unique values
0 missing
Eig05_AEA.ed.numeric22 unique values
0 missing
ATS1enumeric22 unique values
0 missing
Eig05_AEA.ri.numeric24 unique values
0 missing
ATS1inumeric22 unique values
0 missing
Eig05_EAnumeric22 unique values
0 missing
ATS1mnumeric21 unique values
0 missing
Eig05_EA.bo.numeric22 unique values
0 missing
ATS1pnumeric21 unique values
0 missing
Eig05_EA.dm.numeric4 unique values
0 missing
ATS1snumeric25 unique values
0 missing
Eig05_EA.ed.numeric25 unique values
0 missing
ATS1vnumeric5 unique values
0 missing
Eig05_EA.ri.numeric24 unique values
0 missing
ATS2enumeric23 unique values
0 missing
Eig06_AEA.bo.numeric24 unique values
0 missing
ATS2inumeric22 unique values
0 missing
Eig06_AEA.dm.numeric22 unique values
0 missing
ATS2mnumeric24 unique values
0 missing
Eig06_AEA.ed.numeric21 unique values
0 missing
ATS2pnumeric23 unique values
0 missing
Eig06_AEA.ri.numeric24 unique values
0 missing
ATS2snumeric27 unique values
0 missing
Eig06_EAnumeric20 unique values
0 missing
ATS2vnumeric5 unique values
0 missing
Eig06_EA.bo.numeric25 unique values
0 missing
ATS3enumeric23 unique values
0 missing
Eig06_EA.ed.numeric23 unique values
0 missing
ATS3inumeric25 unique values
0 missing
Eig06_EA.ri.numeric23 unique values
0 missing
ATS3mnumeric25 unique values
0 missing
Eig07_AEA.bo.numeric17 unique values
0 missing
ATS3pnumeric24 unique values
0 missing
Eig07_AEA.dm.numeric18 unique values
0 missing
ATS3snumeric27 unique values
0 missing
Eig07_AEA.ed.numeric19 unique values
0 missing
ATS3vnumeric5 unique values
0 missing
Eig07_AEA.ri.numeric18 unique values
0 missing
ATS4enumeric25 unique values
0 missing
Eig07_EAnumeric18 unique values
0 missing
ATS4inumeric28 unique values
0 missing
Eig07_EA.bo.numeric18 unique values
0 missing
ATS4mnumeric28 unique values
0 missing
Eig07_EA.ed.numeric23 unique values
0 missing
ATS4pnumeric28 unique values
0 missing
Eig07_EA.ri.numeric18 unique values
0 missing
ATS4snumeric27 unique values
0 missing
Eig08_AEA.bo.numeric21 unique values
0 missing
ATS4vnumeric5 unique values
0 missing
Eig08_AEA.dm.numeric22 unique values
0 missing
ATS5enumeric28 unique values
0 missing
Eig08_AEA.ed.numeric19 unique values
0 missing
ATS5inumeric28 unique values
0 missing
Eig08_AEA.ri.numeric23 unique values
0 missing
ATS5mnumeric28 unique values
0 missing
Eig08_EAnumeric22 unique values
0 missing
ATS5pnumeric28 unique values
0 missing
Eig08_EA.bo.numeric20 unique values
0 missing
ATS5snumeric28 unique values
0 missing
Eig08_EA.ed.numeric22 unique values
0 missing
ATS5vnumeric5 unique values
0 missing
Eig08_EA.ri.numeric23 unique values
0 missing
ATS6enumeric27 unique values
0 missing
Eig09_AEA.bo.numeric22 unique values
0 missing
ATS6inumeric27 unique values
0 missing
Eig09_AEA.dm.numeric19 unique values
0 missing
ATS6mnumeric27 unique values
0 missing
Eig09_AEA.ed.numeric18 unique values
0 missing
ATS6pnumeric28 unique values
0 missing
Eig09_AEA.ri.numeric20 unique values
0 missing
ATS6snumeric28 unique values
0 missing
Eig09_EAnumeric17 unique values
0 missing
ATS6vnumeric5 unique values
0 missing
Eig09_EA.bo.numeric21 unique values
0 missing
ATS7enumeric25 unique values
0 missing
Eig09_EA.ed.numeric21 unique values
0 missing
ATS7inumeric27 unique values
0 missing
Eig09_EA.ri.numeric19 unique values
0 missing
ATS7mnumeric26 unique values
0 missing
Eig10_AEA.bo.numeric19 unique values
0 missing
ATS7pnumeric27 unique values
0 missing
Eig10_AEA.dm.numeric20 unique values
0 missing
ATS7snumeric25 unique values
0 missing
Eig10_AEA.ed.numeric17 unique values
0 missing
ATS7vnumeric5 unique values
0 missing
Eig10_AEA.ri.numeric17 unique values
0 missing
ATS8enumeric25 unique values
0 missing
Eig10_EAnumeric17 unique values
0 missing
ATS8inumeric25 unique values
0 missing
Eig10_EA.bo.numeric20 unique values
0 missing
ATS8mnumeric25 unique values
0 missing
Eig10_EA.ed.numeric20 unique values
0 missing
ATS8pnumeric25 unique values
0 missing
Eig10_EA.ri.numeric17 unique values
0 missing
ATS8snumeric26 unique values
0 missing
Eig11_AEA.bo.numeric22 unique values
0 missing
ATS8vnumeric5 unique values
0 missing
Eig11_AEA.dm.numeric23 unique values
0 missing
ATSC1enumeric19 unique values
0 missing
Eig11_AEA.ed.numeric17 unique values
0 missing
ATSC1inumeric21 unique values
0 missing
Eig11_AEA.ri.numeric23 unique values
0 missing
ATSC1mnumeric22 unique values
0 missing
Eig11_EAnumeric23 unique values
0 missing
ATSC1pnumeric22 unique values
0 missing
Eig11_EA.bo.numeric24 unique values
0 missing
ATSC1snumeric25 unique values
0 missing
Eig11_EA.ed.numeric21 unique values
0 missing
ATSC1vnumeric5 unique values
0 missing
Eig11_EA.ri.numeric25 unique values
0 missing
ATSC2enumeric23 unique values
0 missing
Eig12_AEA.bo.numeric19 unique values
0 missing
ATSC2inumeric22 unique values
0 missing
Eig12_AEA.dm.numeric18 unique values
0 missing
ATSC2mnumeric24 unique values
0 missing
Eig12_AEA.ed.numeric21 unique values
0 missing
ATSC2pnumeric24 unique values
0 missing
Eig12_AEA.ri.numeric18 unique values
0 missing
ATSC2snumeric28 unique values
0 missing
Eig12_EAnumeric19 unique values
0 missing
ATSC2vnumeric5 unique values
0 missing
Eig12_EA.bo.numeric15 unique values
0 missing
ATSC3enumeric25 unique values
0 missing
Eig12_EA.ed.numeric20 unique values
0 missing
ATSC3inumeric24 unique values
0 missing
Eig12_EA.ri.numeric23 unique values
0 missing
ATSC3mnumeric25 unique values
0 missing
Eig13_AEA.bo.numeric13 unique values
0 missing
ATSC3pnumeric25 unique values
0 missing
Eig13_AEA.dm.numeric16 unique values
0 missing
ATSC3snumeric28 unique values
0 missing
Eig13_AEA.ed.numeric20 unique values
0 missing
ATSC3vnumeric5 unique values
0 missing
Eig13_AEA.ri.numeric10 unique values
0 missing
ATSC4enumeric27 unique values
0 missing
Eig13_EAnumeric11 unique values
0 missing
ATSC4inumeric27 unique values
0 missing
Eig13_EA.bo.numeric17 unique values
0 missing
ATSC4mnumeric28 unique values
0 missing
Eig13_EA.ed.numeric19 unique values
0 missing
ATSC4pnumeric28 unique values
0 missing
Eig13_EA.ri.numeric13 unique values
0 missing
ATSC4snumeric28 unique values
0 missing
Eig14_AEA.bo.numeric17 unique values
0 missing
ATSC4vnumeric5 unique values
0 missing
Eig14_AEA.dm.numeric15 unique values
0 missing
ATSC5enumeric28 unique values
0 missing
Eig14_AEA.ed.numeric11 unique values
0 missing
ATSC5inumeric26 unique values
0 missing
Eig14_AEA.ri.numeric15 unique values
0 missing
ATSC5mnumeric28 unique values
0 missing
Eig14_EAnumeric16 unique values
0 missing
ATSC5pnumeric28 unique values
0 missing
Eig14_EA.bo.numeric19 unique values
0 missing
ATSC5snumeric28 unique values
0 missing
Eig14_EA.ed.numeric17 unique values
0 missing
ATSC5vnumeric5 unique values
0 missing
Eig14_EA.ri.numeric16 unique values
0 missing
ATSC6inumeric28 unique values
0 missing
Eig15_AEA.bo.numeric15 unique values
0 missing
ATSC6mnumeric28 unique values
0 missing
Eig15_AEA.dm.numeric14 unique values
0 missing
ATSC6pnumeric28 unique values
0 missing
Eig15_AEA.ed.numeric14 unique values
0 missing
ATSC6vnumeric5 unique values
0 missing
Eig15_AEA.ri.numeric18 unique values
0 missing
ATSC7enumeric24 unique values
0 missing
Eig15_EAnumeric18 unique values
0 missing
ATSC7inumeric27 unique values
0 missing
Eig15_EA.bo.numeric20 unique values
0 missing
ATSC7mnumeric27 unique values
0 missing
Eig15_EA.ed.numeric15 unique values
0 missing
ATSC7pnumeric27 unique values
0 missing
Eig15_EA.ri.numeric16 unique values
0 missing
ATSC7snumeric27 unique values
0 missing
Eta_alphanumeric20 unique values
0 missing
ATSC7vnumeric5 unique values
0 missing
Eta_alpha_Anumeric14 unique values
0 missing
ATSC8enumeric22 unique values
0 missing
Eta_Bnumeric12 unique values
0 missing
ATSC8inumeric24 unique values
0 missing
Eta_B_Anumeric18 unique values
0 missing
ATSC8mnumeric25 unique values
0 missing
Eta_betanumeric20 unique values
0 missing
ATSC8pnumeric25 unique values
0 missing
Eta_beta_Anumeric22 unique values
0 missing
ATSC8snumeric26 unique values
0 missing
Eta_betaPnumeric8 unique values
0 missing
ATSC8vnumeric5 unique values
0 missing
Eta_betaP_Anumeric17 unique values
0 missing
B.112numeric2 unique values
0 missing
Eta_betaSnumeric18 unique values
0 missing
BACnumeric18 unique values
0 missing
Eta_betaS_Anumeric21 unique values
0 missing
BBInumeric15 unique values
0 missing
Eta_Cnumeric27 unique values
0 missing
BIC0numeric22 unique values
0 missing
Eta_C_Anumeric28 unique values
0 missing
BIC1numeric22 unique values
0 missing
Eta_epsinumeric22 unique values
0 missing
BIC2numeric25 unique values
0 missing
Eta_epsi_Anumeric20 unique values
0 missing
BIC3numeric25 unique values
0 missing
Eta_Fnumeric28 unique values
0 missing
BIC4numeric23 unique values
0 missing
Eta_F_Anumeric27 unique values
0 missing
BIC5numeric22 unique values
0 missing
Eta_FLnumeric16 unique values
0 missing
BIDnumeric23 unique values
0 missing
Eta_FL_Anumeric21 unique values
0 missing
BLInumeric24 unique values
0 missing
Eta_Lnumeric25 unique values
0 missing
BLTA96numeric23 unique values
0 missing
Eta_L_Anumeric20 unique values
0 missing
BLTD48numeric24 unique values
0 missing
Eta_sh_pnumeric22 unique values
0 missing
BLTF96numeric23 unique values
0 missing
Eta_sh_xnumeric14 unique values
0 missing
C.numeric19 unique values
0 missing
Eta_sh_ynumeric19 unique values
0 missing
C.001numeric5 unique values
0 missing
F.083numeric2 unique values
0 missing
C.002numeric7 unique values
0 missing
F.084numeric2 unique values
0 missing
C.003numeric2 unique values
0 missing
F.085numeric2 unique values
0 missing
C.004numeric2 unique values
0 missing
GATS1enumeric22 unique values
0 missing
C.005numeric3 unique values
0 missing
GATS1inumeric22 unique values
0 missing
C.006numeric3 unique values
0 missing
GATS1mnumeric22 unique values
0 missing
C.011numeric2 unique values
0 missing
GATS1pnumeric22 unique values
0 missing
C.013numeric2 unique values
0 missing
GATS1snumeric25 unique values
0 missing
C.014numeric2 unique values
0 missing
GATS1vnumeric5 unique values
0 missing
C.017numeric2 unique values
0 missing
GATS2enumeric23 unique values
0 missing
C.019numeric2 unique values
0 missing
GATS2inumeric24 unique values
0 missing
C.024numeric7 unique values
0 missing
GATS2mnumeric24 unique values
0 missing
C.025numeric4 unique values
0 missing
GATS2pnumeric24 unique values
0 missing
C.026numeric3 unique values
0 missing
GATS2snumeric26 unique values
0 missing
C.031numeric2 unique values
0 missing
GATS2vnumeric5 unique values
0 missing
C.033numeric3 unique values
0 missing
GATS3enumeric25 unique values
0 missing
C.034numeric2 unique values
0 missing
GATS3inumeric25 unique values
0 missing
C.040numeric2 unique values
0 missing
GATS3mnumeric23 unique values
0 missing
C.041numeric3 unique values
0 missing
GATS3pnumeric25 unique values
0 missing
C.044numeric2 unique values
0 missing
GATS3snumeric27 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GATS3vnumeric5 unique values
0 missing
CATS2D_01_LLnumeric10 unique values
0 missing
GATS4enumeric28 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
GATS4inumeric27 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
GATS4mnumeric28 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GATS4pnumeric28 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
GATS4snumeric26 unique values
0 missing
CATS2D_02_DLnumeric2 unique values
0 missing
GATS4vnumeric5 unique values
0 missing
CATS2D_02_LLnumeric12 unique values
0 missing
GATS5enumeric28 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS5inumeric28 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
GATS5mnumeric27 unique values
0 missing
CATS2D_03_DLnumeric2 unique values
0 missing
GATS5pnumeric27 unique values
0 missing
CATS2D_03_LLnumeric15 unique values
0 missing
GATS5snumeric27 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS5vnumeric5 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
GATS6mnumeric28 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GATS6pnumeric27 unique values
0 missing
CATS2D_04_LLnumeric10 unique values
0 missing
GATS6vnumeric5 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS7enumeric27 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
GATS7mnumeric27 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS7pnumeric25 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GATS7snumeric27 unique values
0 missing
CATS2D_05_LLnumeric15 unique values
0 missing
GATS7vnumeric5 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GATS8enumeric25 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
GATS8inumeric25 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS8mnumeric25 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
GATS8snumeric26 unique values
0 missing
CATS2D_06_LLnumeric11 unique values
0 missing
GATS8vnumeric5 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GGI1numeric7 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
GGI10numeric13 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GGI2numeric10 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
GGI3numeric14 unique values
0 missing
CATS2D_07_LLnumeric11 unique values
0 missing
GGI4numeric14 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GGI5numeric14 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
GGI6numeric16 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
GGI7numeric12 unique values
0 missing
CATS2D_08_DLnumeric2 unique values
0 missing
GGI8numeric15 unique values
0 missing
CATS2D_08_LLnumeric9 unique values
0 missing
GGI9numeric14 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GMTInumeric25 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
GMTIVnumeric26 unique values
0 missing
CATS2D_09_DLnumeric2 unique values
0 missing
GNarnumeric16 unique values
0 missing
CATS2D_09_LLnumeric9 unique values
0 missing
H.numeric20 unique values
0 missing
CENTnumeric23 unique values
0 missing
H.046numeric10 unique values
0 missing
Chi0_AEA.bo.numeric21 unique values
0 missing
H.047numeric9 unique values
0 missing
Chi0_AEA.dm.numeric21 unique values
0 missing
H.048numeric3 unique values
0 missing
Chi0_AEA.ed.numeric21 unique values
0 missing
H.050numeric3 unique values
0 missing
Chi0_AEA.ri.numeric21 unique values
0 missing
H.052numeric4 unique values
0 missing
Chi0_EAnumeric21 unique values
0 missing
HDcpxnumeric25 unique values
0 missing
Chi0_EA.bo.numeric22 unique values
0 missing
HNarnumeric18 unique values
0 missing
Chi0_EA.dm.numeric10 unique values
0 missing
HVcpxnumeric25 unique values
0 missing
Chi0_EA.ed.numeric25 unique values
0 missing
Hynumeric20 unique values
0 missing
Chi0_EA.ri.numeric24 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi1_AEA.bo.numeric25 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
Chi1_AEA.dm.numeric25 unique values
0 missing
IACnumeric22 unique values
0 missing
Chi1_AEA.ed.numeric25 unique values
0 missing
IC0numeric21 unique values
0 missing
Chi1_AEA.ri.numeric25 unique values
0 missing
IC1numeric22 unique values
0 missing
Chi1_EAnumeric25 unique values
0 missing
IC3numeric24 unique values
0 missing
Chi1_EA.bo.numeric25 unique values
0 missing
ICRnumeric25 unique values
0 missing
Chi1_EA.dm.numeric9 unique values
0 missing
IDDEnumeric25 unique values
0 missing
Chi1_EA.ed.numeric25 unique values
0 missing
IDDMnumeric24 unique values
0 missing
Chi1_EA.ri.numeric27 unique values
0 missing
IDEnumeric25 unique values
0 missing
CIC0numeric21 unique values
0 missing
IDETnumeric25 unique values
0 missing
CIC1numeric22 unique values
0 missing
IDMnumeric25 unique values
0 missing
CIC2numeric26 unique values
0 missing
IDMTnumeric25 unique values
0 missing
CIC3numeric25 unique values
0 missing
Infective.50numeric2 unique values
0 missing
CIC4numeric23 unique values
0 missing
Infective.80numeric2 unique values
0 missing
CIC5numeric23 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
CIDnumeric21 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
Cl.089numeric2 unique values
0 missing
ISIZnumeric15 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IVDEnumeric20 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IVDMnumeric20 unique values
0 missing
CSInumeric25 unique values
0 missing
JGI1numeric19 unique values
0 missing
DBInumeric17 unique values
0 missing
JGI10numeric8 unique values
0 missing
D.Dtr05numeric16 unique values
0 missing
JGI2numeric22 unique values
0 missing
D.Dtr06numeric21 unique values
0 missing
JGI3numeric18 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
JGI4numeric19 unique values
0 missing
DECCnumeric25 unique values
0 missing
JGI5numeric15 unique values
0 missing
DELSnumeric28 unique values
0 missing
JGI6numeric14 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
JGI7numeric14 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI8numeric12 unique values
0 missing
DLS_01numeric2 unique values
0 missing
JGI9numeric11 unique values
0 missing
DLS_02numeric3 unique values
0 missing
JGTnumeric24 unique values
0 missing
DLS_03numeric3 unique values
0 missing
LLS_02numeric3 unique values
0 missing
DLS_04numeric6 unique values
0 missing
LOCnumeric21 unique values
0 missing
DLS_05numeric3 unique values
0 missing
LPRSnumeric25 unique values
0 missing
DLS_06numeric3 unique values
0 missing
MATS1enumeric22 unique values
0 missing
DLS_07numeric2 unique values
0 missing
MATS1inumeric21 unique values
0 missing
DLS_consnumeric9 unique values
0 missing
MATS1mnumeric22 unique values
0 missing
Dznumeric19 unique values
0 missing
MATS1pnumeric19 unique values
0 missing
ECCnumeric24 unique values
0 missing
MATS1snumeric24 unique values
0 missing
Eig01_AEA.bo.numeric12 unique values
0 missing
MATS1vnumeric5 unique values
0 missing
Eig01_AEA.dm.numeric12 unique values
0 missing
MATS2enumeric23 unique values
0 missing
Eig01_AEA.ed.numeric10 unique values
0 missing
MATS2inumeric24 unique values
0 missing
Eig01_AEA.ri.numeric12 unique values
0 missing
MATS2mnumeric24 unique values
0 missing
Eig01_EAnumeric11 unique values
0 missing
MATS2pnumeric24 unique values
0 missing
Eig01_EA.bo.numeric16 unique values
0 missing
MATS2snumeric28 unique values
0 missing
Eig01_EA.dm.numeric5 unique values
0 missing
MATS2vnumeric5 unique values
0 missing
Eig01_EA.ed.numeric12 unique values
0 missing
MATS3enumeric24 unique values
0 missing
Eig01_EA.ri.numeric12 unique values
0 missing
MATS3inumeric23 unique values
0 missing
Eig02_AEA.bo.numeric18 unique values
0 missing
MATS3mnumeric24 unique values
0 missing
Eig02_AEA.dm.numeric19 unique values
0 missing
MATS3pnumeric24 unique values
0 missing
Eig02_AEA.ed.numeric17 unique values
0 missing
MATS3snumeric25 unique values
0 missing
Eig02_AEA.ri.numeric20 unique values
0 missing
MATS3vnumeric5 unique values
0 missing
Eig02_EAnumeric19 unique values
0 missing
MATS4enumeric28 unique values
0 missing
Eig02_EA.bo.numeric17 unique values
0 missing
MATS4inumeric26 unique values
0 missing
Eig02_EA.dm.numeric4 unique values
0 missing
MATS4mnumeric28 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
28
Number of instances (rows) of the dataset.
NumberOfFeatures
515
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
514
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile2KurtosisOfNumericAtts
0.29
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
18.39
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
1.21
Second quartile (Median) of means among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanSkewnessOfNumericAtts
0.38
Mean skewness among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
37.56
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
-0
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.52
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.16
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.67
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
28
Maximum kurtosis among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
2.82
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
10107.93
Maximum of means among attributes of the numeric type.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.81
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.21
Third quartile of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinSkewnessOfNumericAtts
-4.1
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.19
Percentage of nominal 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.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.87
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
5.29
Maximum skewness among attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.51
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.02
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
9478.63
Maximum standard deviation of attributes of the numeric type.
MinorityClassSize
Number of instances belonging to the least frequent class.
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.
MeanAttributeEntropy
Average entropy of the attributes.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanKurtosisOfNumericAtts
2.84
Mean kurtosis among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.59
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
50.91
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.19
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.66
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2060
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2060
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2060
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2060
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2060
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2060
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2060
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2060
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2060
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2060
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2060
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2060
0 runs - estimation_procedure: 50 times Clustering
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