Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4679

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4679

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL4679 (TID: 100478), and it has 23 rows and 552 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.

554 features

pXC50 (target)numeric22 unique values
0 missing
molecule_id (row identifier)nominal23 unique values
0 missing
Eig05_EA.ri.numeric21 unique values
0 missing
MATS8enumeric22 unique values
0 missing
MATS7mnumeric23 unique values
0 missing
Eig06_AEA.bo.numeric8 unique values
0 missing
MATS8inumeric21 unique values
0 missing
MATS7vnumeric21 unique values
0 missing
Eig06_AEA.dm.numeric17 unique values
0 missing
MATS8mnumeric21 unique values
0 missing
ATSC1inumeric16 unique values
0 missing
Eig06_AEA.ed.numeric12 unique values
0 missing
MATS8pnumeric23 unique values
0 missing
ATSC2inumeric16 unique values
0 missing
Eig06_AEA.ri.numeric13 unique values
0 missing
MATS8snumeric22 unique values
0 missing
AACnumeric16 unique values
0 missing
Eig06_EAnumeric10 unique values
0 missing
MATS8vnumeric22 unique values
0 missing
AECCnumeric12 unique values
0 missing
Eig06_EA.bo.numeric8 unique values
0 missing
MAXDNnumeric21 unique values
0 missing
ALOGPnumeric17 unique values
0 missing
Eig06_EA.ed.numeric13 unique values
0 missing
MAXDPnumeric23 unique values
0 missing
ALOGP2numeric17 unique values
0 missing
Eig06_EA.ri.numeric13 unique values
0 missing
MCDnumeric9 unique values
0 missing
AMRnumeric17 unique values
0 missing
Eig07_AEA.bo.numeric12 unique values
0 missing
MDDDnumeric13 unique values
0 missing
AMWnumeric17 unique values
0 missing
Eig07_AEA.dm.numeric14 unique values
0 missing
Menumeric14 unique values
0 missing
ARRnumeric9 unique values
0 missing
Eig07_AEA.ed.numeric13 unique values
0 missing
Minumeric13 unique values
0 missing
ATS1enumeric17 unique values
0 missing
Eig07_AEA.ri.numeric22 unique values
0 missing
MLOGPnumeric13 unique values
0 missing
ATS1inumeric17 unique values
0 missing
Eig07_EAnumeric13 unique values
0 missing
MLOGP2numeric13 unique values
0 missing
ATS1mnumeric16 unique values
0 missing
Eig07_EA.bo.numeric12 unique values
0 missing
Mpnumeric14 unique values
0 missing
ATS1pnumeric17 unique values
0 missing
Eig07_EA.ed.numeric13 unique values
0 missing
MPC01numeric7 unique values
0 missing
ATS1snumeric20 unique values
0 missing
Eig07_EA.ri.numeric20 unique values
0 missing
MPC02numeric9 unique values
0 missing
ATS1vnumeric16 unique values
0 missing
Eig08_AEA.bo.numeric13 unique values
0 missing
MPC03numeric11 unique values
0 missing
ATS2enumeric17 unique values
0 missing
Eig08_AEA.dm.numeric11 unique values
0 missing
MPC04numeric12 unique values
0 missing
ATS2inumeric17 unique values
0 missing
Eig08_AEA.ed.numeric13 unique values
0 missing
MPC05numeric12 unique values
0 missing
ATS2mnumeric17 unique values
0 missing
Eig08_AEA.ri.numeric23 unique values
0 missing
MPC06numeric13 unique values
0 missing
ATS2pnumeric17 unique values
0 missing
Eig08_EAnumeric13 unique values
0 missing
MPC07numeric13 unique values
0 missing
ATS2snumeric22 unique values
0 missing
Eig08_EA.bo.numeric13 unique values
0 missing
MPC08numeric13 unique values
0 missing
ATS2vnumeric17 unique values
0 missing
Eig08_EA.ed.numeric13 unique values
0 missing
MPC09numeric10 unique values
0 missing
ATS3enumeric17 unique values
0 missing
Eig08_EA.ri.numeric22 unique values
0 missing
MPC10numeric10 unique values
0 missing
ATS3inumeric19 unique values
0 missing
Eig09_AEA.bo.numeric10 unique values
0 missing
MSDnumeric13 unique values
0 missing
ATS3mnumeric21 unique values
0 missing
Eig09_AEA.dm.numeric9 unique values
0 missing
Mvnumeric17 unique values
0 missing
ATS3pnumeric21 unique values
0 missing
Eig09_AEA.ed.numeric9 unique values
0 missing
MWnumeric17 unique values
0 missing
ATS3snumeric21 unique values
0 missing
Eig09_AEA.ri.numeric15 unique values
0 missing
MWC01numeric7 unique values
0 missing
ATS3vnumeric21 unique values
0 missing
Eig09_EAnumeric10 unique values
0 missing
MWC02numeric10 unique values
0 missing
ATS4enumeric21 unique values
0 missing
Eig09_EA.bo.numeric10 unique values
0 missing
MWC03numeric12 unique values
0 missing
ATS4inumeric22 unique values
0 missing
Eig09_EA.ed.numeric8 unique values
0 missing
MWC04numeric13 unique values
0 missing
ATS4mnumeric18 unique values
0 missing
Eig09_EA.ri.numeric15 unique values
0 missing
MWC05numeric13 unique values
0 missing
ATS4pnumeric23 unique values
0 missing
Eig10_AEA.bo.numeric10 unique values
0 missing
MWC06numeric13 unique values
0 missing
ATS4snumeric23 unique values
0 missing
Eig10_AEA.dm.numeric13 unique values
0 missing
MWC07numeric13 unique values
0 missing
ATS4vnumeric23 unique values
0 missing
Eig10_AEA.ed.numeric12 unique values
0 missing
MWC08numeric13 unique values
0 missing
ATS5enumeric23 unique values
0 missing
Eig10_AEA.ri.numeric21 unique values
0 missing
MWC09numeric13 unique values
0 missing
ATS5inumeric22 unique values
0 missing
Eig10_EAnumeric11 unique values
0 missing
MWC10numeric13 unique values
0 missing
ATS5mnumeric23 unique values
0 missing
Eig10_EA.bo.numeric10 unique values
0 missing
N.numeric10 unique values
0 missing
ATS5pnumeric22 unique values
0 missing
Eig10_EA.ed.numeric12 unique values
0 missing
N.067numeric2 unique values
0 missing
ATS5snumeric23 unique values
0 missing
Eig10_EA.ri.numeric20 unique values
0 missing
N.072numeric2 unique values
0 missing
ATS5vnumeric23 unique values
0 missing
Eig11_AEA.bo.numeric8 unique values
0 missing
ATS6enumeric23 unique values
0 missing
Eig11_AEA.dm.numeric10 unique values
0 missing
ATS6inumeric22 unique values
0 missing
Eig11_AEA.ed.numeric11 unique values
0 missing
ATS6mnumeric22 unique values
0 missing
Eig11_AEA.ri.numeric16 unique values
0 missing
ATS6pnumeric23 unique values
0 missing
Eig11_EAnumeric9 unique values
0 missing
ATS6snumeric23 unique values
0 missing
Eig11_EA.bo.numeric8 unique values
0 missing
ATS6vnumeric23 unique values
0 missing
Eig11_EA.ed.numeric12 unique values
0 missing
ATS7enumeric23 unique values
0 missing
Eig11_EA.ri.numeric14 unique values
0 missing
ATS7inumeric22 unique values
0 missing
Eig12_AEA.bo.numeric8 unique values
0 missing
ATS7mnumeric21 unique values
0 missing
Eig12_AEA.dm.numeric13 unique values
0 missing
ATS7pnumeric23 unique values
0 missing
Eig12_AEA.ed.numeric13 unique values
0 missing
ATS7snumeric22 unique values
0 missing
Eig12_AEA.ri.numeric21 unique values
0 missing
ATS7vnumeric23 unique values
0 missing
Eig12_EAnumeric12 unique values
0 missing
ATS8enumeric22 unique values
0 missing
Eig12_EA.bo.numeric12 unique values
0 missing
ATS8inumeric20 unique values
0 missing
Eig12_EA.ed.numeric13 unique values
0 missing
ATS8mnumeric22 unique values
0 missing
Eig12_EA.ri.numeric20 unique values
0 missing
ATS8pnumeric23 unique values
0 missing
Eig13_AEA.bo.numeric7 unique values
0 missing
ATS8snumeric23 unique values
0 missing
Eig13_AEA.dm.numeric14 unique values
0 missing
ATS8vnumeric23 unique values
0 missing
Eig13_AEA.ed.numeric11 unique values
0 missing
ATSC1enumeric17 unique values
0 missing
Eig13_AEA.ri.numeric13 unique values
0 missing
ATSC1mnumeric17 unique values
0 missing
Eig13_EAnumeric10 unique values
0 missing
ATSC1pnumeric17 unique values
0 missing
Eig13_EA.bo.numeric10 unique values
0 missing
ATSC1snumeric20 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
ATSC1vnumeric17 unique values
0 missing
Eig13_EA.ed.numeric11 unique values
0 missing
ATSC2enumeric17 unique values
0 missing
Eig13_EA.ri.numeric15 unique values
0 missing
ATSC2mnumeric17 unique values
0 missing
Eig14_AEA.bo.numeric11 unique values
0 missing
ATSC2pnumeric17 unique values
0 missing
Eig14_AEA.dm.numeric18 unique values
0 missing
ATSC2snumeric23 unique values
0 missing
Eig14_AEA.ed.numeric12 unique values
0 missing
ATSC2vnumeric17 unique values
0 missing
Eig14_AEA.ri.numeric18 unique values
0 missing
ATSC3enumeric21 unique values
0 missing
Eig14_EAnumeric12 unique values
0 missing
ATSC3inumeric21 unique values
0 missing
Eig14_EA.bo.numeric13 unique values
0 missing
ATSC3mnumeric21 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
ATSC3pnumeric20 unique values
0 missing
Eig14_EA.ed.numeric12 unique values
0 missing
ATSC3snumeric23 unique values
0 missing
Eig14_EA.ri.numeric19 unique values
0 missing
ATSC3vnumeric21 unique values
0 missing
Eig15_AEA.bo.numeric11 unique values
0 missing
ATSC4enumeric22 unique values
0 missing
Eig15_AEA.dm.numeric18 unique values
0 missing
ATSC4inumeric23 unique values
0 missing
Eig15_AEA.ed.numeric8 unique values
0 missing
ATSC4mnumeric23 unique values
0 missing
Eig15_AEA.ri.numeric11 unique values
0 missing
ATSC4pnumeric23 unique values
0 missing
Eig15_EAnumeric7 unique values
0 missing
ATSC4snumeric23 unique values
0 missing
Eig15_EA.bo.numeric12 unique values
0 missing
ATSC4vnumeric22 unique values
0 missing
Eig15_EA.ed.numeric8 unique values
0 missing
ATSC5enumeric20 unique values
0 missing
Eig15_EA.ri.numeric11 unique values
0 missing
ATSC5inumeric22 unique values
0 missing
Eta_alphanumeric17 unique values
0 missing
ATSC5mnumeric22 unique values
0 missing
Eta_alpha_Anumeric14 unique values
0 missing
ATSC5pnumeric23 unique values
0 missing
Eta_Bnumeric11 unique values
0 missing
ATSC5snumeric23 unique values
0 missing
Eta_B_Anumeric7 unique values
0 missing
ATSC5vnumeric23 unique values
0 missing
Eta_betanumeric13 unique values
0 missing
ATSC6enumeric23 unique values
0 missing
Eta_beta_Anumeric12 unique values
0 missing
ATSC6inumeric23 unique values
0 missing
Eta_betaPnumeric6 unique values
0 missing
ATSC6mnumeric23 unique values
0 missing
Eta_betaP_Anumeric10 unique values
0 missing
ATSC6pnumeric23 unique values
0 missing
Eta_betaSnumeric11 unique values
0 missing
ATSC6snumeric23 unique values
0 missing
Eta_betaS_Anumeric9 unique values
0 missing
ATSC6vnumeric23 unique values
0 missing
Eta_Cnumeric23 unique values
0 missing
ATSC7enumeric22 unique values
0 missing
Eta_C_Anumeric22 unique values
0 missing
ATSC7inumeric22 unique values
0 missing
Eta_epsinumeric17 unique values
0 missing
ATSC7mnumeric23 unique values
0 missing
Eta_epsi_Anumeric17 unique values
0 missing
ATSC7pnumeric23 unique values
0 missing
Eta_Fnumeric23 unique values
0 missing
ATSC7snumeric23 unique values
0 missing
Eta_F_Anumeric23 unique values
0 missing
ATSC7vnumeric23 unique values
0 missing
Eta_FLnumeric21 unique values
0 missing
ATSC8enumeric23 unique values
0 missing
Eta_FL_Anumeric16 unique values
0 missing
ATSC8inumeric22 unique values
0 missing
Eta_Lnumeric18 unique values
0 missing
ATSC8mnumeric23 unique values
0 missing
Eta_L_Anumeric15 unique values
0 missing
ATSC8pnumeric23 unique values
0 missing
Eta_sh_pnumeric17 unique values
0 missing
ATSC8snumeric23 unique values
0 missing
Eta_sh_xnumeric14 unique values
0 missing
ATSC8vnumeric23 unique values
0 missing
Eta_sh_ynumeric17 unique values
0 missing
BACnumeric7 unique values
0 missing
F.083numeric2 unique values
0 missing
BBInumeric9 unique values
0 missing
F.084numeric2 unique values
0 missing
BIC0numeric12 unique values
0 missing
GATS1enumeric16 unique values
0 missing
BIC1numeric15 unique values
0 missing
GATS1inumeric17 unique values
0 missing
BIC2numeric20 unique values
0 missing
GATS1mnumeric17 unique values
0 missing
BIC3numeric19 unique values
0 missing
GATS1pnumeric17 unique values
0 missing
BIC4numeric13 unique values
0 missing
GATS1snumeric15 unique values
0 missing
BIC5numeric13 unique values
0 missing
GATS1vnumeric17 unique values
0 missing
BIDnumeric7 unique values
0 missing
GATS2enumeric17 unique values
0 missing
BLInumeric19 unique values
0 missing
GATS2inumeric17 unique values
0 missing
BLTA96numeric13 unique values
0 missing
GATS2mnumeric17 unique values
0 missing
BLTD48numeric13 unique values
0 missing
GATS2pnumeric16 unique values
0 missing
BLTF96numeric13 unique values
0 missing
GATS2snumeric20 unique values
0 missing
Br.094numeric2 unique values
0 missing
GATS2vnumeric17 unique values
0 missing
C.numeric10 unique values
0 missing
GATS3enumeric21 unique values
0 missing
C.001numeric2 unique values
0 missing
GATS3inumeric21 unique values
0 missing
C.005numeric2 unique values
0 missing
GATS3mnumeric20 unique values
0 missing
C.013numeric2 unique values
0 missing
GATS3pnumeric21 unique values
0 missing
C.024numeric7 unique values
0 missing
GATS3snumeric22 unique values
0 missing
C.025numeric5 unique values
0 missing
GATS3vnumeric20 unique values
0 missing
C.026numeric3 unique values
0 missing
GATS4enumeric23 unique values
0 missing
C.027numeric2 unique values
0 missing
GATS4inumeric21 unique values
0 missing
C.028numeric2 unique values
0 missing
GATS4mnumeric20 unique values
0 missing
C.034numeric3 unique values
0 missing
GATS4pnumeric23 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GATS4snumeric23 unique values
0 missing
CATS2D_01_DDnumeric2 unique values
0 missing
GATS4vnumeric22 unique values
0 missing
CATS2D_01_LLnumeric11 unique values
0 missing
GATS5enumeric23 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GATS5inumeric22 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
GATS5mnumeric22 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GATS5pnumeric23 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
GATS5snumeric22 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
GATS5vnumeric22 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS6enumeric23 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
GATS6inumeric22 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
GATS6mnumeric23 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS6pnumeric23 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
GATS6snumeric23 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
GATS6vnumeric21 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS7enumeric22 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
GATS7inumeric21 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS7mnumeric22 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS7pnumeric22 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
GATS7snumeric21 unique values
0 missing
CATS2D_04_LLnumeric6 unique values
0 missing
GATS7vnumeric21 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS8enumeric23 unique values
0 missing
CATS2D_05_ALnumeric5 unique values
0 missing
GATS8inumeric22 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS8mnumeric23 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
GATS8pnumeric23 unique values
0 missing
CATS2D_05_LLnumeric3 unique values
0 missing
GATS8snumeric23 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS8vnumeric23 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
GGI1numeric8 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GGI10numeric12 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
GGI2numeric9 unique values
0 missing
CATS2D_06_LLnumeric4 unique values
0 missing
GGI3numeric12 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GGI4numeric13 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
GGI5numeric11 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GGI6numeric10 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
GGI7numeric12 unique values
0 missing
CATS2D_07_LLnumeric7 unique values
0 missing
GGI8numeric10 unique values
0 missing
CATS2D_08_ALnumeric7 unique values
0 missing
GGI9numeric10 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
GMTInumeric13 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
GMTIVnumeric22 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
GNarnumeric10 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
H.numeric15 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
H.046numeric2 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
H.047numeric7 unique values
0 missing
CATS2D_09_LLnumeric7 unique values
0 missing
H.049numeric2 unique values
0 missing
CENTnumeric13 unique values
0 missing
H.050numeric3 unique values
0 missing
Chi0_AEA.bo.numeric12 unique values
0 missing
H.051numeric2 unique values
0 missing
Chi0_AEA.dm.numeric12 unique values
0 missing
HDcpxnumeric9 unique values
0 missing
Chi0_AEA.ed.numeric12 unique values
0 missing
HNarnumeric10 unique values
0 missing
Chi0_AEA.ri.numeric12 unique values
0 missing
HVcpxnumeric13 unique values
0 missing
Chi0_EAnumeric12 unique values
0 missing
Hynumeric15 unique values
0 missing
Chi0_EA.bo.numeric12 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Chi0_EA.dm.numeric13 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi0_EA.ed.numeric13 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
Chi0_EA.ri.numeric21 unique values
0 missing
IACnumeric16 unique values
0 missing
Chi1_AEA.bo.numeric12 unique values
0 missing
IC0numeric16 unique values
0 missing
Chi1_AEA.dm.numeric12 unique values
0 missing
IC1numeric15 unique values
0 missing
Chi1_AEA.ed.numeric12 unique values
0 missing
IC2numeric21 unique values
0 missing
Chi1_AEA.ri.numeric12 unique values
0 missing
IC3numeric21 unique values
0 missing
Chi1_EAnumeric12 unique values
0 missing
IC4numeric13 unique values
0 missing
Chi1_EA.bo.numeric13 unique values
0 missing
IC5numeric13 unique values
0 missing
Chi1_EA.dm.numeric15 unique values
0 missing
ICRnumeric12 unique values
0 missing
Chi1_EA.ed.numeric13 unique values
0 missing
IDDEnumeric12 unique values
0 missing
Chi1_EA.ri.numeric23 unique values
0 missing
IDDMnumeric10 unique values
0 missing
CIC0numeric16 unique values
0 missing
IDEnumeric12 unique values
0 missing
CIC1numeric14 unique values
0 missing
IDETnumeric13 unique values
0 missing
CIC2numeric21 unique values
0 missing
IDMnumeric13 unique values
0 missing
CIC3numeric21 unique values
0 missing
IDMTnumeric13 unique values
0 missing
CIC4numeric14 unique values
0 missing
Infective.50numeric2 unique values
0 missing
CIC5numeric14 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
CIDnumeric10 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
Cl.089numeric3 unique values
0 missing
ISIZnumeric10 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IVDEnumeric10 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IVDMnumeric9 unique values
0 missing
CSInumeric13 unique values
0 missing
JGI1numeric11 unique values
0 missing
DBInumeric7 unique values
0 missing
JGI10numeric8 unique values
0 missing
D.Dtr05numeric12 unique values
0 missing
JGI2numeric10 unique values
0 missing
D.Dtr06numeric13 unique values
0 missing
JGI3numeric9 unique values
0 missing
D.Dtr09numeric11 unique values
0 missing
JGI4numeric11 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
JGI5numeric7 unique values
0 missing
DECCnumeric12 unique values
0 missing
JGI6numeric4 unique values
0 missing
DELSnumeric23 unique values
0 missing
JGI7numeric9 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI8numeric5 unique values
0 missing
DLS_04numeric2 unique values
0 missing
JGI9numeric6 unique values
0 missing
DLS_consnumeric2 unique values
0 missing
JGTnumeric13 unique values
0 missing
Dznumeric17 unique values
0 missing
LLS_01numeric4 unique values
0 missing
ECCnumeric12 unique values
0 missing
LOCnumeric10 unique values
0 missing
Eig01_AEA.bo.numeric7 unique values
0 missing
LPRSnumeric13 unique values
0 missing
Eig01_AEA.dm.numeric7 unique values
0 missing
MATS1enumeric15 unique values
0 missing
Eig01_AEA.ed.numeric5 unique values
0 missing
MATS1inumeric15 unique values
0 missing
Eig01_AEA.ri.numeric11 unique values
0 missing
MATS1mnumeric16 unique values
0 missing
Eig01_EAnumeric7 unique values
0 missing
MATS1pnumeric17 unique values
0 missing
Eig01_EA.bo.numeric6 unique values
0 missing
MATS1snumeric13 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
MATS1vnumeric13 unique values
0 missing
Eig01_EA.ed.numeric6 unique values
0 missing
MATS2enumeric17 unique values
0 missing
Eig01_EA.ri.numeric15 unique values
0 missing
MATS2inumeric16 unique values
0 missing
Eig02_AEA.bo.numeric8 unique values
0 missing
MATS2mnumeric17 unique values
0 missing
Eig02_AEA.dm.numeric8 unique values
0 missing
MATS2pnumeric17 unique values
0 missing
Eig02_AEA.ed.numeric8 unique values
0 missing
MATS2snumeric20 unique values
0 missing
Eig02_AEA.ri.numeric16 unique values
0 missing
MATS2vnumeric17 unique values
0 missing
Eig02_EAnumeric9 unique values
0 missing
MATS3enumeric20 unique values
0 missing
Eig02_EA.bo.numeric10 unique values
0 missing
MATS3inumeric17 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
MATS3mnumeric21 unique values
0 missing
Eig02_EA.ed.numeric8 unique values
0 missing
MATS3pnumeric21 unique values
0 missing
Eig02_EA.ri.numeric22 unique values
0 missing
MATS3snumeric22 unique values
0 missing
Eig03_AEA.bo.numeric11 unique values
0 missing
MATS3vnumeric20 unique values
0 missing
Eig03_AEA.dm.numeric9 unique values
0 missing
MATS4enumeric21 unique values
0 missing
Eig03_AEA.ed.numeric10 unique values
0 missing
MATS4inumeric22 unique values
0 missing
Eig03_AEA.ri.numeric19 unique values
0 missing
MATS4mnumeric22 unique values
0 missing
Eig03_EAnumeric12 unique values
0 missing
MATS4pnumeric22 unique values
0 missing
Eig03_EA.bo.numeric10 unique values
0 missing
MATS4snumeric21 unique values
0 missing
Eig03_EA.ed.numeric11 unique values
0 missing
MATS4vnumeric22 unique values
0 missing
Eig03_EA.ri.numeric20 unique values
0 missing
MATS5enumeric23 unique values
0 missing
Eig04_AEA.bo.numeric13 unique values
0 missing
MATS5inumeric22 unique values
0 missing
Eig04_AEA.dm.numeric15 unique values
0 missing
MATS5mnumeric22 unique values
0 missing
Eig04_AEA.ed.numeric11 unique values
0 missing
MATS5pnumeric22 unique values
0 missing
Eig04_AEA.ri.numeric21 unique values
0 missing
MATS5snumeric22 unique values
0 missing
Eig04_EAnumeric13 unique values
0 missing
MATS5vnumeric21 unique values
0 missing
Eig04_EA.bo.numeric12 unique values
0 missing
MATS6enumeric23 unique values
0 missing
Eig04_EA.ed.numeric12 unique values
0 missing
MATS6inumeric22 unique values
0 missing
Eig04_EA.ri.numeric20 unique values
0 missing
MATS6mnumeric21 unique values
0 missing
Eig05_AEA.bo.numeric13 unique values
0 missing
MATS6pnumeric22 unique values
0 missing
Eig05_AEA.dm.numeric11 unique values
0 missing
MATS6snumeric22 unique values
0 missing
Eig05_AEA.ed.numeric12 unique values
0 missing
MATS6vnumeric21 unique values
0 missing
Eig05_AEA.ri.numeric21 unique values
0 missing
MATS7enumeric22 unique values
0 missing
Eig05_EAnumeric13 unique values
0 missing
MATS7inumeric22 unique values
0 missing
Eig05_EA.bo.numeric11 unique values
0 missing
MATS7pnumeric22 unique values
0 missing
Eig05_EA.ed.numeric13 unique values
0 missing
MATS7snumeric23 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
23
Number of instances (rows) of the dataset.
NumberOfFeatures
554
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
553
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.52
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
4.26
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
88.08
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-2
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.14
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.25
Average class difference between consecutive instances.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
3.4
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
24.09
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
-0.87
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.85
Second quartile (Median) of means among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanStdDevOfNumericAtts
30.34
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
-1.18
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.19
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.32
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
23
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.67
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxMeansOfNumericAtts
23981.13
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
6.25
Third quartile of kurtosis among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.82
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.52
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.8
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.18
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
4.8
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.16
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
8578.41
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.94
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.79
Third quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4679
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4679
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4679
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4679
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4679
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4679
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4679
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4679
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4679
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4679
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4679
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4679
0 runs - estimation_procedure: 50 times Clustering
Define a new task