Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5474

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5474

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: CHEMBL5474 (TID: 101202), and it has 24 rows and 764 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.

766 features

pXC50 (target)numeric22 unique values
0 missing
molecule_id (row identifier)nominal24 unique values
0 missing
ATS8inumeric23 unique values
0 missing
GATS2inumeric22 unique values
0 missing
AECCnumeric20 unique values
0 missing
ATS8pnumeric24 unique values
0 missing
GATS2mnumeric21 unique values
0 missing
AMRnumeric22 unique values
0 missing
ATS8snumeric23 unique values
0 missing
GATS2pnumeric22 unique values
0 missing
ATS1mnumeric22 unique values
0 missing
ATS8vnumeric24 unique values
0 missing
GATS2snumeric21 unique values
0 missing
ATS2mnumeric22 unique values
0 missing
ATSC1enumeric21 unique values
0 missing
GATS2vnumeric20 unique values
0 missing
ATS3mnumeric24 unique values
0 missing
ATSC1inumeric22 unique values
0 missing
GATS3enumeric22 unique values
0 missing
ATS3snumeric22 unique values
0 missing
ATSC1mnumeric22 unique values
0 missing
GATS3inumeric24 unique values
0 missing
ATS4mnumeric23 unique values
0 missing
ATSC1pnumeric22 unique values
0 missing
GATS3mnumeric23 unique values
0 missing
ATS4snumeric24 unique values
0 missing
ATSC1snumeric24 unique values
0 missing
GATS3pnumeric21 unique values
0 missing
ATS5mnumeric24 unique values
0 missing
ATSC1vnumeric21 unique values
0 missing
GATS3snumeric23 unique values
0 missing
ATS6mnumeric23 unique values
0 missing
ATSC2enumeric22 unique values
0 missing
GATS3vnumeric20 unique values
0 missing
ATS7mnumeric24 unique values
0 missing
ATSC2inumeric22 unique values
0 missing
GATS4enumeric24 unique values
0 missing
ATS7snumeric24 unique values
0 missing
ATSC2mnumeric22 unique values
0 missing
GATS4inumeric24 unique values
0 missing
ATSC3mnumeric24 unique values
0 missing
ATSC2pnumeric22 unique values
0 missing
GATS4mnumeric23 unique values
0 missing
ATSC4mnumeric24 unique values
0 missing
ATSC2snumeric24 unique values
0 missing
GATS4pnumeric23 unique values
0 missing
Chi0_EA.ri.numeric24 unique values
0 missing
ATSC2vnumeric22 unique values
0 missing
GATS4snumeric23 unique values
0 missing
Chi1_EA.ri.numeric22 unique values
0 missing
ATSC3enumeric23 unique values
0 missing
GATS4vnumeric23 unique values
0 missing
CSInumeric20 unique values
0 missing
ATSC3inumeric24 unique values
0 missing
GATS5enumeric23 unique values
0 missing
DELSnumeric24 unique values
0 missing
ATSC3pnumeric24 unique values
0 missing
GATS5inumeric23 unique values
0 missing
ECCnumeric20 unique values
0 missing
ATSC3snumeric24 unique values
0 missing
GATS5mnumeric24 unique values
0 missing
Eig02_EA.bo.numeric15 unique values
0 missing
ATSC3vnumeric24 unique values
0 missing
GATS5pnumeric22 unique values
0 missing
Eig03_AEA.dm.numeric19 unique values
0 missing
ATSC4enumeric24 unique values
0 missing
GATS5snumeric24 unique values
0 missing
Eig04_AEA.dm.numeric20 unique values
0 missing
ATSC4inumeric24 unique values
0 missing
GATS5vnumeric24 unique values
0 missing
Eig04_AEA.ed.numeric16 unique values
0 missing
ATSC4pnumeric24 unique values
0 missing
GATS6enumeric22 unique values
0 missing
Eig04_EA.bo.numeric17 unique values
0 missing
ATSC4snumeric24 unique values
0 missing
GATS6snumeric24 unique values
0 missing
Eig05_AEA.dm.numeric17 unique values
0 missing
ATSC4vnumeric24 unique values
0 missing
GATS6vnumeric22 unique values
0 missing
Eig06_EA.bo.numeric19 unique values
0 missing
ATSC5enumeric24 unique values
0 missing
GATS7enumeric23 unique values
0 missing
Eig07_AEA.bo.numeric18 unique values
0 missing
ATSC5inumeric23 unique values
0 missing
GATS7inumeric21 unique values
0 missing
Eig07_EAnumeric19 unique values
0 missing
ATSC5pnumeric24 unique values
0 missing
GATS7mnumeric22 unique values
0 missing
Eig07_EA.bo.numeric16 unique values
0 missing
ATSC5snumeric24 unique values
0 missing
GATS7pnumeric22 unique values
0 missing
Eig08_AEA.bo.numeric19 unique values
0 missing
ATSC5vnumeric24 unique values
0 missing
GATS7snumeric24 unique values
0 missing
Eig08_AEA.dm.numeric18 unique values
0 missing
ATSC6enumeric24 unique values
0 missing
GATS7vnumeric22 unique values
0 missing
Eig08_AEA.ed.numeric15 unique values
0 missing
ATSC6inumeric24 unique values
0 missing
GATS8inumeric22 unique values
0 missing
Eig08_EA.ed.numeric18 unique values
0 missing
ATSC6mnumeric24 unique values
0 missing
GATS8mnumeric23 unique values
0 missing
Eig10_AEA.dm.numeric22 unique values
0 missing
ATSC6pnumeric24 unique values
0 missing
GATS8pnumeric24 unique values
0 missing
Eig10_AEA.ri.numeric22 unique values
0 missing
ATSC6snumeric24 unique values
0 missing
GATS8snumeric24 unique values
0 missing
Eig10_EAnumeric19 unique values
0 missing
ATSC6vnumeric23 unique values
0 missing
GATS8vnumeric21 unique values
0 missing
Eig11_AEA.dm.numeric23 unique values
0 missing
ATSC7enumeric24 unique values
0 missing
GGI1numeric9 unique values
0 missing
Eig12_AEA.dm.numeric23 unique values
0 missing
ATSC7inumeric24 unique values
0 missing
GGI10numeric17 unique values
0 missing
Eig14_AEA.bo.numeric18 unique values
0 missing
ATSC7mnumeric24 unique values
0 missing
GGI2numeric7 unique values
0 missing
Eig15_AEA.bo.numeric15 unique values
0 missing
ATSC7pnumeric24 unique values
0 missing
GGI4numeric19 unique values
0 missing
Eig15_EA.bo.numeric13 unique values
0 missing
ATSC7snumeric24 unique values
0 missing
GGI7numeric19 unique values
0 missing
Eta_Lnumeric24 unique values
0 missing
ATSC7vnumeric24 unique values
0 missing
GGI8numeric19 unique values
0 missing
GATS1mnumeric21 unique values
0 missing
ATSC8enumeric23 unique values
0 missing
GGI9numeric19 unique values
0 missing
GMTIVnumeric24 unique values
0 missing
ATSC8inumeric24 unique values
0 missing
GNarnumeric14 unique values
0 missing
H.numeric17 unique values
0 missing
ATSC8mnumeric24 unique values
0 missing
H.046numeric3 unique values
0 missing
HVcpxnumeric20 unique values
0 missing
ATSC8pnumeric24 unique values
0 missing
H.047numeric7 unique values
0 missing
MDDDnumeric20 unique values
0 missing
ATSC8snumeric24 unique values
0 missing
H.048numeric3 unique values
0 missing
MWnumeric21 unique values
0 missing
ATSC8vnumeric24 unique values
0 missing
H.050numeric4 unique values
0 missing
NaasCnumeric5 unique values
0 missing
BACnumeric11 unique values
0 missing
H.051numeric2 unique values
0 missing
NRSnumeric4 unique values
0 missing
BBInumeric15 unique values
0 missing
H.052numeric3 unique values
0 missing
Psi_e_1numeric24 unique values
0 missing
BIC0numeric19 unique values
0 missing
HDcpxnumeric16 unique values
0 missing
Psi_i_snumeric21 unique values
0 missing
BIC1numeric21 unique values
0 missing
HNarnumeric16 unique values
0 missing
S1Knumeric18 unique values
0 missing
BIC2numeric24 unique values
0 missing
Hynumeric21 unique values
0 missing
SAtotnumeric22 unique values
0 missing
BIC3numeric24 unique values
0 missing
IACnumeric21 unique values
0 missing
SM03_AEA.ri.numeric18 unique values
0 missing
BIC4numeric21 unique values
0 missing
IC0numeric20 unique values
0 missing
SM04_AEA.dm.numeric19 unique values
0 missing
BIDnumeric11 unique values
0 missing
IC1numeric22 unique values
0 missing
SM12_AEA.ri.numeric15 unique values
0 missing
BLInumeric21 unique values
0 missing
IC2numeric23 unique values
0 missing
SM14_AEA.ri.numeric17 unique values
0 missing
BLTA96numeric20 unique values
0 missing
IC3numeric24 unique values
0 missing
SM15_AEA.bo.numeric19 unique values
0 missing
BLTD48numeric21 unique values
0 missing
IC4numeric24 unique values
0 missing
SMTIVnumeric24 unique values
0 missing
BLTF96numeric21 unique values
0 missing
IC5numeric24 unique values
0 missing
SpAD_AEA.bo.numeric20 unique values
0 missing
C.numeric18 unique values
0 missing
IDDEnumeric19 unique values
0 missing
SpAD_AEA.dm.numeric24 unique values
0 missing
C.001numeric3 unique values
0 missing
IDDMnumeric19 unique values
0 missing
SpAD_AEA.ri.numeric24 unique values
0 missing
C.002numeric3 unique values
0 missing
IDMnumeric19 unique values
0 missing
SpMax2_Bh.p.numeric19 unique values
0 missing
C.005numeric4 unique values
0 missing
ISIZnumeric14 unique values
0 missing
SpMax2_Bh.v.numeric22 unique values
0 missing
C.006numeric4 unique values
0 missing
IVDEnumeric14 unique values
0 missing
SpMax3_Bh.m.numeric19 unique values
0 missing
C.008numeric2 unique values
0 missing
JGI1numeric16 unique values
0 missing
SpMax3_Bh.s.numeric7 unique values
0 missing
C.015numeric2 unique values
0 missing
JGI10numeric7 unique values
0 missing
SpMax4_Bh.e.numeric22 unique values
0 missing
C.016numeric2 unique values
0 missing
JGI2numeric12 unique values
0 missing
SpMax4_Bh.i.numeric24 unique values
0 missing
C.024numeric7 unique values
0 missing
JGI3numeric12 unique values
0 missing
SpMax4_Bh.m.numeric23 unique values
0 missing
C.025numeric6 unique values
0 missing
JGI5numeric9 unique values
0 missing
SpMax4_Bh.p.numeric21 unique values
0 missing
C.026numeric4 unique values
0 missing
JGI6numeric7 unique values
0 missing
SpMax4_Bh.v.numeric22 unique values
0 missing
C.028numeric3 unique values
0 missing
JGI7numeric6 unique values
0 missing
SpMax5_Bh.m.numeric22 unique values
0 missing
C.033numeric3 unique values
0 missing
JGI8numeric6 unique values
0 missing
SpMax6_Bh.m.numeric24 unique values
0 missing
C.040numeric3 unique values
0 missing
JGTnumeric20 unique values
0 missing
SpMax7_Bh.m.numeric23 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
LLS_02numeric4 unique values
0 missing
SpMaxA_AEA.bo.numeric18 unique values
0 missing
CATS2D_01_LLnumeric10 unique values
0 missing
LOCnumeric17 unique values
0 missing
SpMaxA_EA.bo.numeric17 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
MATS1enumeric19 unique values
0 missing
SpMaxA_EA.ri.numeric17 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
MATS1inumeric20 unique values
0 missing
SpMin4_Bh.p.numeric22 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
MATS1mnumeric18 unique values
0 missing
SpMin4_Bh.v.numeric19 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
MATS1pnumeric22 unique values
0 missing
TIEnumeric24 unique values
0 missing
CATS2D_02_LLnumeric9 unique values
0 missing
MATS1snumeric20 unique values
0 missing
X0solnumeric17 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
MATS1vnumeric20 unique values
0 missing
X1solnumeric20 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
MATS2enumeric21 unique values
0 missing
X1vnumeric24 unique values
0 missing
CATS2D_03_DAnumeric7 unique values
0 missing
MATS2inumeric20 unique values
0 missing
X2solnumeric20 unique values
0 missing
CATS2D_03_DDnumeric5 unique values
0 missing
MATS2mnumeric21 unique values
0 missing
X2vnumeric24 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
MATS2pnumeric21 unique values
0 missing
X3numeric20 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
MATS2snumeric20 unique values
0 missing
X3solnumeric20 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
MATS2vnumeric22 unique values
0 missing
X4solnumeric20 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
MATS3enumeric23 unique values
0 missing
XMODnumeric24 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
MATS3inumeric23 unique values
0 missing
ZM1Madnumeric22 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
MATS3mnumeric20 unique values
0 missing
ZM2Madnumeric24 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
MATS3pnumeric23 unique values
0 missing
Eig05_EA.ed.numeric18 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
MATS3snumeric20 unique values
0 missing
GGI3numeric15 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
MATS3vnumeric23 unique values
0 missing
JGI4numeric15 unique values
0 missing
CATS2D_05_ALnumeric8 unique values
0 missing
MATS4enumeric24 unique values
0 missing
SM14_AEA.dm.numeric18 unique values
0 missing
CATS2D_05_DAnumeric7 unique values
0 missing
MATS4inumeric22 unique values
0 missing
P_VSA_LogP_5numeric16 unique values
0 missing
CATS2D_05_DDnumeric4 unique values
0 missing
MATS4mnumeric22 unique values
0 missing
Eig07_EA.ed.numeric19 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
MATS4pnumeric22 unique values
0 missing
SM02_AEA.ri.numeric19 unique values
0 missing
CATS2D_05_LLnumeric3 unique values
0 missing
MATS4snumeric22 unique values
0 missing
GATS6inumeric24 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
MATS4vnumeric21 unique values
0 missing
Eig07_AEA.ed.numeric17 unique values
0 missing
CATS2D_06_ALnumeric11 unique values
0 missing
MATS5enumeric24 unique values
0 missing
SpMin6_Bh.p.numeric21 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
MATS5inumeric22 unique values
0 missing
ICRnumeric20 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
MATS5mnumeric19 unique values
0 missing
ATSC5mnumeric24 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
MATS5pnumeric24 unique values
0 missing
X0vnumeric22 unique values
0 missing
CATS2D_06_LLnumeric2 unique values
0 missing
MATS5snumeric24 unique values
0 missing
ATS1pnumeric22 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
MATS5vnumeric23 unique values
0 missing
ATS1vnumeric22 unique values
0 missing
CATS2D_07_ALnumeric9 unique values
0 missing
MATS6enumeric24 unique values
0 missing
ATS8mnumeric24 unique values
0 missing
CATS2D_07_DDnumeric4 unique values
0 missing
MATS6inumeric24 unique values
0 missing
CENTnumeric20 unique values
0 missing
CATS2D_07_DLnumeric8 unique values
0 missing
MATS6mnumeric20 unique values
0 missing
Chi0_AEA.bo.numeric19 unique values
0 missing
CATS2D_07_LLnumeric2 unique values
0 missing
MATS6pnumeric23 unique values
0 missing
Chi0_AEA.dm.numeric19 unique values
0 missing
CATS2D_08_AAnumeric6 unique values
0 missing
MATS6snumeric23 unique values
0 missing
Chi0_AEA.ed.numeric19 unique values
0 missing
CATS2D_08_ALnumeric11 unique values
0 missing
MATS6vnumeric22 unique values
0 missing
Chi0_AEA.ri.numeric19 unique values
0 missing
CATS2D_08_DAnumeric6 unique values
0 missing
MATS7enumeric22 unique values
0 missing
Chi0_EAnumeric19 unique values
0 missing
CATS2D_08_DDnumeric4 unique values
0 missing
MATS7inumeric22 unique values
0 missing
Chi0_EA.ed.numeric20 unique values
0 missing
CATS2D_08_DLnumeric9 unique values
0 missing
MATS7mnumeric22 unique values
0 missing
Chi1_AEA.bo.numeric18 unique values
0 missing
CATS2D_08_LLnumeric4 unique values
0 missing
MATS7pnumeric21 unique values
0 missing
Chi1_AEA.dm.numeric18 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
MATS7snumeric22 unique values
0 missing
Chi1_AEA.ed.numeric18 unique values
0 missing
CATS2D_09_ALnumeric8 unique values
0 missing
MATS7vnumeric23 unique values
0 missing
Chi1_AEA.ri.numeric18 unique values
0 missing
CATS2D_09_DAnumeric7 unique values
0 missing
MATS8enumeric20 unique values
0 missing
Chi1_EAnumeric18 unique values
0 missing
CATS2D_09_DDnumeric4 unique values
0 missing
MATS8inumeric22 unique values
0 missing
Chi1_EA.ed.numeric20 unique values
0 missing
CATS2D_09_DLnumeric12 unique values
0 missing
MATS8mnumeric24 unique values
0 missing
Eig04_AEA.bo.numeric16 unique values
0 missing
CATS2D_09_LLnumeric4 unique values
0 missing
MATS8pnumeric22 unique values
0 missing
Eig04_AEA.ri.numeric21 unique values
0 missing
Chi0_EA.bo.numeric19 unique values
0 missing
MATS8vnumeric22 unique values
0 missing
Eig04_EAnumeric16 unique values
0 missing
Chi0_EA.dm.numeric19 unique values
0 missing
MAXDNnumeric24 unique values
0 missing
Eig04_EA.ed.numeric19 unique values
0 missing
Chi1_EA.bo.numeric20 unique values
0 missing
MAXDPnumeric23 unique values
0 missing
Eig04_EA.ri.numeric22 unique values
0 missing
Chi1_EA.dm.numeric20 unique values
0 missing
MCDnumeric15 unique values
0 missing
Eig05_AEA.ed.numeric15 unique values
0 missing
CIC0numeric21 unique values
0 missing
Menumeric15 unique values
0 missing
Eig06_AEA.dm.numeric18 unique values
0 missing
CIC1numeric21 unique values
0 missing
Minumeric19 unique values
0 missing
Eig13_AEA.bo.numeric19 unique values
0 missing
CIC2numeric24 unique values
0 missing
MLOGPnumeric21 unique values
0 missing
Eig13_EA.bo.numeric19 unique values
0 missing
CIC3numeric24 unique values
0 missing
MLOGP2numeric21 unique values
0 missing
Eig14_AEA.ri.numeric21 unique values
0 missing
CIC4numeric23 unique values
0 missing
Mpnumeric17 unique values
0 missing
Eig14_EAnumeric18 unique values
0 missing
CIDnumeric17 unique values
0 missing
MPC01numeric11 unique values
0 missing
Eig14_EA.bo.numeric19 unique values
0 missing
cRo5numeric2 unique values
0 missing
MPC02numeric15 unique values
0 missing
Eig14_EA.ed.numeric19 unique values
0 missing
DBInumeric13 unique values
0 missing
MPC03numeric16 unique values
0 missing
Eig14_EA.ri.numeric22 unique values
0 missing
D.Dtr05numeric10 unique values
0 missing
MPC04numeric16 unique values
0 missing
Eig15_AEA.ri.numeric16 unique values
0 missing
D.Dtr06numeric20 unique values
0 missing
MPC05numeric19 unique values
0 missing
Eig15_EAnumeric14 unique values
0 missing
D.Dtr10numeric7 unique values
0 missing
MPC06numeric16 unique values
0 missing
Eig15_EA.ed.numeric20 unique values
0 missing
DECCnumeric20 unique values
0 missing
MPC07numeric18 unique values
0 missing
Eig15_EA.ri.numeric17 unique values
0 missing
DLS_01numeric3 unique values
0 missing
MPC08numeric17 unique values
0 missing
Eta_alphanumeric21 unique values
0 missing
DLS_02numeric3 unique values
0 missing
MPC09numeric15 unique values
0 missing
Eta_betanumeric16 unique values
0 missing
DLS_03numeric4 unique values
0 missing
MPC10numeric19 unique values
0 missing
GGI6numeric17 unique values
0 missing
DLS_04numeric3 unique values
0 missing
Mvnumeric20 unique values
0 missing
GMTInumeric20 unique values
0 missing
DLS_06numeric4 unique values
0 missing
MWC01numeric11 unique values
0 missing
IDEnumeric20 unique values
0 missing
DLS_07numeric2 unique values
0 missing
MWC02numeric15 unique values
0 missing
IDETnumeric20 unique values
0 missing
DLS_consnumeric11 unique values
0 missing
MWC03numeric19 unique values
0 missing
IDMTnumeric20 unique values
0 missing
Dznumeric18 unique values
0 missing
MWC04numeric20 unique values
0 missing
IVDMnumeric16 unique values
0 missing
Eig01_AEA.bo.numeric13 unique values
0 missing
MWC05numeric20 unique values
0 missing
LPRSnumeric20 unique values
0 missing
Eig01_AEA.dm.numeric8 unique values
0 missing
MWC06numeric20 unique values
0 missing
MSDnumeric20 unique values
0 missing
Eig01_AEA.ed.numeric11 unique values
0 missing
MWC07numeric20 unique values
0 missing
PHInumeric19 unique values
0 missing
Eig01_AEA.ri.numeric14 unique values
0 missing
MWC08numeric20 unique values
0 missing
piPC01numeric14 unique values
0 missing
Eig01_EAnumeric11 unique values
0 missing
MWC09numeric20 unique values
0 missing
Psi_e_0numeric24 unique values
0 missing
Eig01_EA.bo.numeric12 unique values
0 missing
MWC10numeric20 unique values
0 missing
RDCHInumeric19 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
N.numeric15 unique values
0 missing
S2Knumeric19 unique values
0 missing
Eig01_EA.ed.numeric10 unique values
0 missing
N.072numeric2 unique values
0 missing
S3Knumeric19 unique values
0 missing
Eig01_EA.ri.numeric17 unique values
0 missing
N.073numeric3 unique values
0 missing
SCBOnumeric14 unique values
0 missing
Eig02_AEA.bo.numeric16 unique values
0 missing
N.075numeric3 unique values
0 missing
SM08_AEA.dm.numeric18 unique values
0 missing
Eig02_AEA.ed.numeric9 unique values
0 missing
NaaaCnumeric3 unique values
0 missing
SM09_AEA.dm.numeric14 unique values
0 missing
Eig02_AEA.ri.numeric17 unique values
0 missing
NaaCHnumeric9 unique values
0 missing
SM09_AEA.ri.numeric19 unique values
0 missing
Eig02_EAnumeric13 unique values
0 missing
NaaNnumeric3 unique values
0 missing
SM10_AEA.ri.numeric20 unique values
0 missing
Eig02_EA.dm.numeric4 unique values
0 missing
NaasNnumeric3 unique values
0 missing
SM12_AEA.bo.numeric16 unique values
0 missing
Eig02_EA.ed.numeric12 unique values
0 missing
nABnumeric7 unique values
0 missing
SM13_AEA.dm.numeric19 unique values
0 missing
Eig02_EA.ri.numeric18 unique values
0 missing
nArCONHRnumeric3 unique values
0 missing
SMTInumeric20 unique values
0 missing
Eig03_AEA.bo.numeric17 unique values
0 missing
nArCOORnumeric3 unique values
0 missing
SNarnumeric16 unique values
0 missing
Eig03_AEA.ed.numeric18 unique values
0 missing
nArORnumeric3 unique values
0 missing
SpAD_EA.bo.numeric20 unique values
0 missing
Eig03_AEA.ri.numeric22 unique values
0 missing
nATnumeric14 unique values
0 missing
SpAD_EA.dm.numeric11 unique values
0 missing
Eig03_EAnumeric19 unique values
0 missing
nBMnumeric7 unique values
0 missing
SpDiam_AEA.ri.numeric17 unique values
0 missing
Eig03_EA.bo.numeric17 unique values
0 missing
nBnznumeric4 unique values
0 missing
SpMaxA_AEA.ed.numeric16 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
nBOnumeric11 unique values
0 missing
SpMaxA_AEA.ri.numeric16 unique values
0 missing
Eig03_EA.ed.numeric18 unique values
0 missing
nBTnumeric16 unique values
0 missing
SpMaxA_EA.ed.numeric18 unique values
0 missing
Eig03_EA.ri.numeric22 unique values
0 missing
nCnumeric10 unique values
0 missing
SpMin4_Bh.e.numeric21 unique values
0 missing
Eig04_EA.dm.numeric5 unique values
0 missing
nCarnumeric8 unique values
0 missing
SpMin4_Bh.i.numeric21 unique values
0 missing
Eig05_AEA.bo.numeric18 unique values
0 missing
nCb.numeric6 unique values
0 missing
SpMin5_Bh.s.numeric14 unique values
0 missing
Eig05_AEA.ri.numeric20 unique values
0 missing
nCbHnumeric7 unique values
0 missing
SssSnumeric16 unique values
0 missing
Eig05_EAnumeric18 unique values
0 missing
nCICnumeric5 unique values
0 missing
UNIPnumeric19 unique values
0 missing
Eig05_EA.bo.numeric20 unique values
0 missing
nCIRnumeric6 unique values
0 missing
Vindexnumeric17 unique values
0 missing
Eig05_EA.dm.numeric4 unique values
0 missing
nCpnumeric3 unique values
0 missing
VvdwZAZnumeric21 unique values
0 missing
Eig05_EA.ri.numeric22 unique values
0 missing
nCsnumeric3 unique values
0 missing
X1numeric19 unique values
0 missing
Eig06_AEA.bo.numeric18 unique values
0 missing
nCsp2numeric9 unique values
0 missing
X3vnumeric24 unique values
0 missing
Eig06_AEA.ed.numeric13 unique values
0 missing
nCsp3numeric7 unique values
0 missing
X4vnumeric24 unique values
0 missing
Eig06_AEA.ri.numeric20 unique values
0 missing
nDBnumeric4 unique values
0 missing
X5vnumeric24 unique values
0 missing
Eig06_EAnumeric19 unique values
0 missing
NdCH2numeric2 unique values
0 missing
Xindexnumeric19 unique values
0 missing
Eig06_EA.dm.numeric4 unique values
0 missing
NdOnumeric3 unique values
0 missing
Xtnumeric16 unique values
0 missing
Eig06_EA.ed.numeric18 unique values
0 missing
NdsCHnumeric2 unique values
0 missing
Xunumeric20 unique values
0 missing
Eig06_EA.ri.numeric22 unique values
0 missing
NdssCnumeric3 unique values
0 missing
Yindexnumeric17 unique values
0 missing
Eig07_AEA.dm.numeric20 unique values
0 missing
nHnumeric10 unique values
0 missing
ZM1Kupnumeric22 unique values
0 missing
Eig07_AEA.ri.numeric21 unique values
0 missing
nHAccnumeric8 unique values
0 missing
ZM1MulPernumeric24 unique values
0 missing
Eig07_EA.dm.numeric5 unique values
0 missing
nHDonnumeric4 unique values
0 missing
ZM1Pernumeric24 unique values
0 missing
Eig07_EA.ri.numeric19 unique values
0 missing
nHetnumeric8 unique values
0 missing
ZM1Vnumeric20 unique values
0 missing
Eig08_AEA.ri.numeric23 unique values
0 missing
nHMnumeric2 unique values
0 missing
ZM2Kupnumeric24 unique values
0 missing
Eig08_EAnumeric18 unique values
0 missing
nNnumeric4 unique values
0 missing
ZM2MulPernumeric24 unique values
0 missing
Eig08_EA.bo.numeric17 unique values
0 missing
NNRSnumeric4 unique values
0 missing
ZM2Pernumeric24 unique values
0 missing
Eig08_EA.dm.numeric3 unique values
0 missing
nOHsnumeric4 unique values
0 missing
ZM2Vnumeric22 unique values
0 missing
Eig08_EA.ri.numeric21 unique values
0 missing
nR05numeric3 unique values
0 missing
MATS8snumeric23 unique values
0 missing
Eig09_AEA.bo.numeric19 unique values
0 missing
nR06numeric4 unique values
0 missing
SaasCnumeric23 unique values
0 missing
Eig09_AEA.dm.numeric21 unique values
0 missing
nR10numeric3 unique values
0 missing
SpMin1_Bh.s.numeric12 unique values
0 missing
Eig09_AEA.ed.numeric17 unique values
0 missing
nRCONHRnumeric2 unique values
0 missing
SpMin2_Bh.s.numeric12 unique values
0 missing
Eig09_AEA.ri.numeric24 unique values
0 missing
nR.Cpnumeric2 unique values
0 missing
nOnumeric4 unique values
0 missing
Eig09_EAnumeric20 unique values
0 missing
nR.Csnumeric2 unique values
0 missing
BIC5numeric22 unique values
0 missing
Eig09_EA.bo.numeric17 unique values
0 missing
nROHnumeric3 unique values
0 missing
CIC5numeric24 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
nRORnumeric3 unique values
0 missing
GATS6pnumeric23 unique values
0 missing
Eig09_EA.ed.numeric19 unique values
0 missing
nRSRnumeric2 unique values
0 missing
JGI9numeric5 unique values
0 missing
Eig09_EA.ri.numeric23 unique values
0 missing
nSnumeric2 unique values
0 missing
SpMax6_Bh.e.numeric22 unique values
0 missing
Eig10_AEA.bo.numeric18 unique values
0 missing
NsCH3numeric5 unique values
0 missing
CATS2D_07_DAnumeric6 unique values
0 missing
Eig10_AEA.ed.numeric18 unique values
0 missing
nSKnumeric11 unique values
0 missing
Eig02_AEA.dm.numeric17 unique values
0 missing
Eig10_EA.bo.numeric18 unique values
0 missing
NsOHnumeric3 unique values
0 missing
Eig13_EA.ri.numeric21 unique values
0 missing
Eig10_EA.ed.numeric20 unique values
0 missing
NssCH2numeric5 unique values
0 missing
GGI5numeric18 unique values
0 missing
Eig10_EA.ri.numeric21 unique values
0 missing
NssNHnumeric2 unique values
0 missing
nCconjnumeric3 unique values
0 missing
Eig11_AEA.bo.numeric19 unique values
0 missing
NssOnumeric5 unique values
0 missing
P_VSA_s_3numeric21 unique values
0 missing
Eig11_AEA.ed.numeric19 unique values
0 missing
NssSnumeric2 unique values
0 missing
SM02_EA.dm.numeric11 unique values
0 missing
Eig11_AEA.ri.numeric22 unique values
0 missing
NsssCHnumeric2 unique values
0 missing
SM04_EA.dm.numeric11 unique values
0 missing
Eig11_EAnumeric19 unique values
0 missing
nTriazolesnumeric3 unique values
0 missing
SM06_EA.dm.numeric8 unique values
0 missing
Eig11_EA.bo.numeric20 unique values
0 missing
O.numeric18 unique values
0 missing
SpDiam_AEA.dm.numeric15 unique values
0 missing
Eig11_EA.ed.numeric19 unique values
0 missing
O.056numeric3 unique values
0 missing
SpMax4_Bh.s.numeric4 unique values
0 missing
Eig11_EA.ri.numeric21 unique values
0 missing
O.058numeric3 unique values
0 missing
SpMax6_Bh.s.numeric4 unique values
0 missing
Eig12_AEA.bo.numeric19 unique values
0 missing
O.059numeric3 unique values
0 missing
SpMax8_Bh.s.numeric8 unique values
0 missing
Eig12_AEA.ed.numeric19 unique values
0 missing
O.060numeric4 unique values
0 missing
SpMin4_Bh.m.numeric20 unique values
0 missing
Eig12_AEA.ri.numeric21 unique values
0 missing
ON0numeric15 unique values
0 missing
GATS6mnumeric24 unique values
0 missing
Eig12_EAnumeric17 unique values
0 missing
ON0Vnumeric20 unique values
0 missing
GATS8enumeric23 unique values
0 missing
Eig12_EA.bo.numeric18 unique values
0 missing
ON1numeric16 unique values
0 missing
AACnumeric20 unique values
0 missing
Eig12_EA.ed.numeric19 unique values
0 missing
ON1Vnumeric23 unique values
0 missing
ALOGPnumeric22 unique values
0 missing
Eig12_EA.ri.numeric20 unique values
0 missing
PCDnumeric18 unique values
0 missing
ALOGP2numeric22 unique values
0 missing
Eig13_AEA.dm.numeric19 unique values
0 missing
PCRnumeric16 unique values
0 missing
AMWnumeric20 unique values
0 missing
Eig13_AEA.ed.numeric17 unique values
0 missing
PDInumeric21 unique values
0 missing
ARRnumeric16 unique values
0 missing
Eig13_AEA.ri.numeric21 unique values
0 missing
piIDnumeric17 unique values
0 missing
ATS1enumeric21 unique values
0 missing
Eig13_EAnumeric18 unique values
0 missing
piPC02numeric16 unique values
0 missing
ATS1inumeric21 unique values
0 missing
Eig13_EA.ed.numeric20 unique values
0 missing
piPC03numeric17 unique values
0 missing
ATS1snumeric22 unique values
0 missing
Eig14_AEA.dm.numeric16 unique values
0 missing
piPC04numeric18 unique values
0 missing
ATS2enumeric22 unique values
0 missing
Eig14_AEA.ed.numeric18 unique values
0 missing
piPC05numeric19 unique values
0 missing
ATS2inumeric22 unique values
0 missing
Eig15_AEA.dm.numeric18 unique values
0 missing
piPC06numeric18 unique values
0 missing
ATS2pnumeric22 unique values
0 missing
Eig15_AEA.ed.numeric19 unique values
0 missing
piPC07numeric19 unique values
0 missing
ATS2snumeric23 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
piPC08numeric18 unique values
0 missing
ATS2vnumeric22 unique values
0 missing
Eta_Bnumeric13 unique values
0 missing
piPC09numeric19 unique values
0 missing
ATS3enumeric22 unique values
0 missing
Eta_B_Anumeric9 unique values
0 missing
piPC10numeric19 unique values
0 missing
ATS3inumeric23 unique values
0 missing
Eta_beta_Anumeric19 unique values
0 missing
PJI2numeric4 unique values
0 missing
ATS3pnumeric24 unique values
0 missing
Eta_betaPnumeric10 unique values
0 missing
Polnumeric13 unique values
0 missing
ATS3vnumeric24 unique values
0 missing
Eta_betaP_Anumeric16 unique values
0 missing
Psi_e_Anumeric22 unique values
0 missing
ATS4enumeric24 unique values
0 missing
Eta_betaSnumeric17 unique values
0 missing
Psi_i_0numeric22 unique values
0 missing
ATS4inumeric23 unique values
0 missing
Eta_betaS_Anumeric16 unique values
0 missing
Psi_i_1numeric24 unique values
0 missing
ATS4pnumeric23 unique values
0 missing
Eta_Cnumeric24 unique values
0 missing
Psi_i_Anumeric22 unique values
0 missing
ATS4vnumeric23 unique values
0 missing
Eta_C_Anumeric24 unique values
0 missing
P_VSA_e_1numeric9 unique values
0 missing
ATS5enumeric24 unique values
0 missing
Eta_epsinumeric21 unique values
0 missing
P_VSA_e_2numeric22 unique values
0 missing
ATS5inumeric24 unique values
0 missing
Eta_epsi_Anumeric20 unique values
0 missing
P_VSA_e_3numeric4 unique values
0 missing
ATS5pnumeric22 unique values
0 missing
Eta_Fnumeric24 unique values
0 missing
P_VSA_e_5numeric8 unique values
0 missing
ATS5snumeric23 unique values
0 missing
Eta_F_Anumeric22 unique values
0 missing
P_VSA_i_1numeric2 unique values
0 missing
ATS5vnumeric24 unique values
0 missing
Eta_FLnumeric24 unique values
0 missing
P_VSA_i_2numeric22 unique values
0 missing
ATS6enumeric24 unique values
0 missing
Eta_FL_Anumeric18 unique values
0 missing
P_VSA_i_3numeric18 unique values
0 missing
ATS6inumeric21 unique values
0 missing
Eta_L_Anumeric20 unique values
0 missing
P_VSA_i_4numeric4 unique values
0 missing
ATS6pnumeric24 unique values
0 missing
Eta_sh_pnumeric21 unique values
0 missing
P_VSA_LogP_1numeric8 unique values
0 missing
ATS6snumeric24 unique values
0 missing
Eta_sh_ynumeric20 unique values
0 missing
P_VSA_LogP_2numeric8 unique values
0 missing
ATS6vnumeric24 unique values
0 missing
GATS1enumeric22 unique values
0 missing
P_VSA_LogP_3numeric15 unique values
0 missing
ATS7enumeric23 unique values
0 missing
GATS1inumeric22 unique values
0 missing
P_VSA_LogP_4numeric9 unique values
0 missing
ATS7inumeric24 unique values
0 missing
GATS1pnumeric22 unique values
0 missing
P_VSA_LogP_6numeric3 unique values
0 missing
ATS7pnumeric23 unique values
0 missing
GATS1snumeric20 unique values
0 missing
ATS7vnumeric24 unique values
0 missing
GATS1vnumeric21 unique values
0 missing
ATS8enumeric22 unique values
0 missing
GATS2enumeric22 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
24
Number of instances (rows) of the dataset.
NumberOfFeatures
766
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
765
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal 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.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Dimensionality
31.92
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
1.58
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
-0.56
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.34
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
157.95
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
-0.76
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.86
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.45
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
24
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.03
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
93437.33
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
3.69
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
99.87
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
7.23
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.9
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.13
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
4.9
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
0.3
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
38089.97
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.17
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.94
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
1.04
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
2.24
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
382.86
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-1.58
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.24
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.15
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5474
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5474
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5474
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5474
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5474
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5474
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5474
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5474
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5474
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5474
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5474
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5474
0 runs - estimation_procedure: 50 times Clustering
Define a new task