Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3421

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3421

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: CHEMBL3421 (TID: 10177), and it has 32 rows and 666 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.

668 features

pXC50 (target)numeric15 unique values
0 missing
molecule_id (row identifier)nominal32 unique values
0 missing
CATS2D_07_ALnumeric10 unique values
0 missing
GGI1numeric9 unique values
0 missing
Eta_FL_Anumeric26 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
GGI10numeric24 unique values
0 missing
P_VSA_LogP_5numeric24 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
GGI2numeric11 unique values
0 missing
NaaCHnumeric10 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
GGI3numeric20 unique values
0 missing
SaaCHnumeric28 unique values
0 missing
CATS2D_07_LLnumeric12 unique values
0 missing
GGI4numeric28 unique values
0 missing
BLInumeric28 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
GGI5numeric29 unique values
0 missing
X1Avnumeric23 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
GGI6numeric30 unique values
0 missing
X4Avnumeric15 unique values
0 missing
CATS2D_08_ALnumeric11 unique values
0 missing
GGI7numeric29 unique values
0 missing
H.046numeric8 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
GGI8numeric30 unique values
0 missing
SpMin1_Bh.s.numeric25 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GGI9numeric30 unique values
0 missing
SpMax2_Bh.i.numeric28 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
GMTInumeric31 unique values
0 missing
SpMax2_Bh.p.numeric29 unique values
0 missing
CATS2D_08_LLnumeric12 unique values
0 missing
GMTIVnumeric32 unique values
0 missing
P_VSA_i_4numeric21 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
GNarnumeric24 unique values
0 missing
P_VSA_LogP_3numeric14 unique values
0 missing
CATS2D_09_AAnumeric6 unique values
0 missing
H.047numeric19 unique values
0 missing
MATS7pnumeric30 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
H.049numeric3 unique values
0 missing
GATS5snumeric32 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
H.050numeric5 unique values
0 missing
Eta_beta_Anumeric28 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
H.051numeric5 unique values
0 missing
X2Avnumeric19 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
H.052numeric11 unique values
0 missing
Eta_L_Anumeric30 unique values
0 missing
CATS2D_09_LLnumeric11 unique values
0 missing
H.053numeric2 unique values
0 missing
Eta_betaP_Anumeric24 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
HDcpxnumeric25 unique values
0 missing
GATS1mnumeric29 unique values
0 missing
CENTnumeric29 unique values
0 missing
HNarnumeric16 unique values
0 missing
Eig03_AEA.bo.numeric29 unique values
0 missing
Chi0_AEA.bo.numeric30 unique values
0 missing
HVcpxnumeric31 unique values
0 missing
SpMax2_Bh.e.numeric29 unique values
0 missing
Chi0_AEA.dm.numeric30 unique values
0 missing
Hynumeric28 unique values
0 missing
SpMax2_Bh.v.numeric28 unique values
0 missing
Chi0_AEA.ed.numeric30 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Eta_F_Anumeric31 unique values
0 missing
Chi0_AEA.ri.numeric30 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
GATS7snumeric32 unique values
0 missing
Chi0_EAnumeric30 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
C.024numeric9 unique values
0 missing
Chi0_EA.bo.numeric31 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
MATS2inumeric31 unique values
0 missing
Chi0_EA.dm.numeric31 unique values
0 missing
IACnumeric28 unique values
0 missing
GATS7enumeric32 unique values
0 missing
Chi0_EA.ed.numeric31 unique values
0 missing
IC0numeric22 unique values
0 missing
PW5numeric19 unique values
0 missing
Chi0_EA.ri.numeric31 unique values
0 missing
IC1numeric32 unique values
0 missing
SsssCHnumeric25 unique values
0 missing
Chi1_AEA.bo.numeric30 unique values
0 missing
IC2numeric32 unique values
0 missing
X3Avnumeric17 unique values
0 missing
Chi1_AEA.dm.numeric30 unique values
0 missing
IC3numeric30 unique values
0 missing
X5Avnumeric10 unique values
0 missing
Chi1_AEA.ed.numeric30 unique values
0 missing
IC4numeric30 unique values
0 missing
GATS5enumeric32 unique values
0 missing
Chi1_AEA.ri.numeric30 unique values
0 missing
IC5numeric30 unique values
0 missing
P_VSA_e_3numeric19 unique values
0 missing
Chi1_EAnumeric30 unique values
0 missing
ICRnumeric28 unique values
0 missing
GATS2inumeric30 unique values
0 missing
Chi1_EA.bo.numeric32 unique values
0 missing
IDDEnumeric28 unique values
0 missing
nCsp2numeric11 unique values
0 missing
Chi1_EA.dm.numeric32 unique values
0 missing
IDDMnumeric28 unique values
0 missing
Eta_betaPnumeric16 unique values
0 missing
Chi1_EA.ed.numeric30 unique values
0 missing
IDEnumeric30 unique values
0 missing
SpMax2_Bh.m.numeric29 unique values
0 missing
Chi1_EA.ri.numeric31 unique values
0 missing
IDETnumeric31 unique values
0 missing
GATS6enumeric31 unique values
0 missing
CIC0numeric27 unique values
0 missing
IDMnumeric29 unique values
0 missing
Eig02_EA.bo.numeric25 unique values
0 missing
CIC1numeric32 unique values
0 missing
IDMTnumeric31 unique values
0 missing
GATS2vnumeric30 unique values
0 missing
CIC2numeric32 unique values
0 missing
Infective.50numeric2 unique values
0 missing
MATS2pnumeric32 unique values
0 missing
CIC3numeric31 unique values
0 missing
Infective.80numeric2 unique values
0 missing
MATS2vnumeric27 unique values
0 missing
CIC4numeric31 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
SM06_EA.bo.numeric30 unique values
0 missing
CIC5numeric31 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
SM12_AEA.ri.numeric25 unique values
0 missing
CIDnumeric28 unique values
0 missing
ISIZnumeric22 unique values
0 missing
JGI4numeric16 unique values
0 missing
Cl.089numeric2 unique values
0 missing
IVDEnumeric24 unique values
0 missing
X0Avnumeric28 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IVDMnumeric25 unique values
0 missing
ATSC4snumeric32 unique values
0 missing
CMC.80numeric2 unique values
0 missing
JGI1numeric22 unique values
0 missing
MAXDNnumeric32 unique values
0 missing
CSInumeric31 unique values
0 missing
JGI10numeric10 unique values
0 missing
SM15_EA.ed.numeric25 unique values
0 missing
DBInumeric18 unique values
0 missing
JGI2numeric19 unique values
0 missing
SM15_EA.ri.numeric30 unique values
0 missing
D.Dtr05numeric25 unique values
0 missing
JGI3numeric23 unique values
0 missing
SpDiam_AEA.ri.numeric27 unique values
0 missing
D.Dtr06numeric31 unique values
0 missing
JGI5numeric17 unique values
0 missing
AMWnumeric27 unique values
0 missing
D.Dtr07numeric5 unique values
0 missing
JGI6numeric10 unique values
0 missing
Eta_epsi_Anumeric24 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
JGI7numeric8 unique values
0 missing
H.numeric26 unique values
0 missing
D.Dtr09numeric24 unique values
0 missing
JGI8numeric7 unique values
0 missing
nCb.numeric7 unique values
0 missing
D.Dtr10numeric16 unique values
0 missing
JGI9numeric8 unique values
0 missing
Eig01_AEA.ed.numeric18 unique values
0 missing
D.Dtr11numeric2 unique values
0 missing
JGTnumeric30 unique values
0 missing
Eig01_EAnumeric20 unique values
0 missing
D.Dtr12numeric3 unique values
0 missing
LLS_01numeric4 unique values
0 missing
Eig01_EA.ed.numeric18 unique values
0 missing
DECCnumeric29 unique values
0 missing
LLS_02numeric4 unique values
0 missing
SM09_AEA.bo.numeric20 unique values
0 missing
DELSnumeric32 unique values
0 missing
LOCnumeric29 unique values
0 missing
SM10_AEA.dm.numeric18 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
LPRSnumeric31 unique values
0 missing
SM12_EA.ed.numeric28 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
MATS1enumeric27 unique values
0 missing
SM13_EA.ed.numeric26 unique values
0 missing
DLS_01numeric2 unique values
0 missing
MATS1inumeric30 unique values
0 missing
SM14_EA.ed.numeric27 unique values
0 missing
DLS_02numeric5 unique values
0 missing
MATS1mnumeric26 unique values
0 missing
SpDiam_EAnumeric20 unique values
0 missing
DLS_03numeric3 unique values
0 missing
MATS1pnumeric27 unique values
0 missing
SpDiam_EA.ed.numeric20 unique values
0 missing
DLS_04numeric5 unique values
0 missing
MATS1snumeric28 unique values
0 missing
SpMax_AEA.ed.numeric18 unique values
0 missing
DLS_05numeric3 unique values
0 missing
MATS1vnumeric23 unique values
0 missing
SpMax_EAnumeric20 unique values
0 missing
DLS_06numeric2 unique values
0 missing
MATS2enumeric30 unique values
0 missing
SpMax_EA.ed.numeric18 unique values
0 missing
DLS_07numeric2 unique values
0 missing
MATS2mnumeric29 unique values
0 missing
SM13_EA.ri.numeric30 unique values
0 missing
DLS_consnumeric12 unique values
0 missing
MATS2snumeric31 unique values
0 missing
SM14_EA.ri.numeric30 unique values
0 missing
Dznumeric24 unique values
0 missing
MATS3enumeric31 unique values
0 missing
X4Anumeric16 unique values
0 missing
ECCnumeric29 unique values
0 missing
MATS3inumeric30 unique values
0 missing
Eig01_AEA.ri.numeric18 unique values
0 missing
Eig01_AEA.bo.numeric16 unique values
0 missing
MATS3mnumeric30 unique values
0 missing
SpMax_AEA.ri.numeric18 unique values
0 missing
Eig01_AEA.dm.numeric26 unique values
0 missing
MATS3pnumeric31 unique values
0 missing
P_VSA_LogP_4numeric25 unique values
0 missing
Eig01_EA.bo.numeric17 unique values
0 missing
MATS3snumeric29 unique values
0 missing
SM04_EA.bo.numeric30 unique values
0 missing
Eig01_EA.dm.numeric18 unique values
0 missing
MATS3vnumeric28 unique values
0 missing
AACnumeric22 unique values
0 missing
Eig01_EA.ri.numeric18 unique values
0 missing
MATS4enumeric30 unique values
0 missing
AECCnumeric29 unique values
0 missing
Eig02_AEA.bo.numeric26 unique values
0 missing
MATS4inumeric32 unique values
0 missing
ALOGPnumeric32 unique values
0 missing
Eig02_AEA.dm.numeric29 unique values
0 missing
MATS4mnumeric31 unique values
0 missing
ALOGP2numeric32 unique values
0 missing
Eig02_AEA.ed.numeric23 unique values
0 missing
MATS4pnumeric27 unique values
0 missing
AMRnumeric32 unique values
0 missing
Eig02_AEA.ri.numeric28 unique values
0 missing
MATS4snumeric32 unique values
0 missing
ARRnumeric23 unique values
0 missing
Eig02_EAnumeric26 unique values
0 missing
MATS4vnumeric31 unique values
0 missing
ATS1enumeric28 unique values
0 missing
Eig02_EA.dm.numeric11 unique values
0 missing
MATS5enumeric29 unique values
0 missing
ATS1inumeric29 unique values
0 missing
Eig02_EA.ed.numeric27 unique values
0 missing
MATS5inumeric31 unique values
0 missing
ATS1mnumeric26 unique values
0 missing
Eig02_EA.ri.numeric27 unique values
0 missing
MATS5mnumeric31 unique values
0 missing
ATS1pnumeric29 unique values
0 missing
Eig03_AEA.dm.numeric29 unique values
0 missing
MATS5pnumeric30 unique values
0 missing
ATS1snumeric32 unique values
0 missing
Eig03_AEA.ed.numeric21 unique values
0 missing
MATS5snumeric29 unique values
0 missing
ATS1vnumeric29 unique values
0 missing
Eig03_AEA.ri.numeric29 unique values
0 missing
MATS5vnumeric29 unique values
0 missing
ATS2enumeric30 unique values
0 missing
Eig03_EAnumeric28 unique values
0 missing
MATS6enumeric30 unique values
0 missing
ATS2inumeric28 unique values
0 missing
Eig03_EA.bo.numeric27 unique values
0 missing
MATS6inumeric30 unique values
0 missing
ATS2mnumeric30 unique values
0 missing
Eig03_EA.dm.numeric12 unique values
0 missing
MATS6mnumeric31 unique values
0 missing
ATS2pnumeric32 unique values
0 missing
Eig03_EA.ed.numeric28 unique values
0 missing
MATS6pnumeric30 unique values
0 missing
ATS2snumeric31 unique values
0 missing
Eig03_EA.ri.numeric28 unique values
0 missing
MATS6snumeric31 unique values
0 missing
ATS2vnumeric30 unique values
0 missing
Eig04_AEA.bo.numeric30 unique values
0 missing
MATS6vnumeric30 unique values
0 missing
ATS3enumeric30 unique values
0 missing
Eig04_AEA.dm.numeric31 unique values
0 missing
MATS7enumeric27 unique values
0 missing
ATS3inumeric31 unique values
0 missing
Eig04_AEA.ed.numeric31 unique values
0 missing
MATS7inumeric31 unique values
0 missing
ATS3mnumeric31 unique values
0 missing
Eig04_AEA.ri.numeric30 unique values
0 missing
MATS7mnumeric32 unique values
0 missing
ATS3pnumeric31 unique values
0 missing
Eig04_EAnumeric30 unique values
0 missing
MATS7snumeric30 unique values
0 missing
ATS3snumeric31 unique values
0 missing
Eig04_EA.bo.numeric28 unique values
0 missing
MATS7vnumeric31 unique values
0 missing
ATS3vnumeric30 unique values
0 missing
Eig04_EA.dm.numeric8 unique values
0 missing
MATS8enumeric30 unique values
0 missing
ATS4enumeric31 unique values
0 missing
Eig04_EA.ed.numeric31 unique values
0 missing
MATS8inumeric30 unique values
0 missing
ATS4inumeric31 unique values
0 missing
Eig04_EA.ri.numeric28 unique values
0 missing
MATS8mnumeric30 unique values
0 missing
ATS4mnumeric31 unique values
0 missing
Eig05_AEA.bo.numeric30 unique values
0 missing
MATS8pnumeric30 unique values
0 missing
ATS4pnumeric31 unique values
0 missing
Eig05_AEA.dm.numeric29 unique values
0 missing
MATS8snumeric31 unique values
0 missing
ATS4snumeric29 unique values
0 missing
Eig05_AEA.ed.numeric28 unique values
0 missing
MATS8vnumeric29 unique values
0 missing
ATS4vnumeric30 unique values
0 missing
Eig05_AEA.ri.numeric26 unique values
0 missing
MAXDPnumeric32 unique values
0 missing
ATS5enumeric31 unique values
0 missing
Eig05_EAnumeric28 unique values
0 missing
MCDnumeric20 unique values
0 missing
ATS5inumeric31 unique values
0 missing
Eig05_EA.bo.numeric29 unique values
0 missing
MDDDnumeric30 unique values
0 missing
ATS5mnumeric31 unique values
0 missing
Eig05_EA.dm.numeric9 unique values
0 missing
Menumeric18 unique values
0 missing
ATS5pnumeric32 unique values
0 missing
Eig05_EA.ed.numeric31 unique values
0 missing
Minumeric18 unique values
0 missing
ATS5snumeric31 unique values
0 missing
Eig05_EA.ri.numeric26 unique values
0 missing
MLOGPnumeric28 unique values
0 missing
ATS5vnumeric31 unique values
0 missing
Eig06_AEA.bo.numeric24 unique values
0 missing
MLOGP2numeric28 unique values
0 missing
ATS6enumeric32 unique values
0 missing
Eig06_AEA.dm.numeric27 unique values
0 missing
Mpnumeric22 unique values
0 missing
ATS6inumeric32 unique values
0 missing
Eig06_AEA.ed.numeric24 unique values
0 missing
MPC01numeric14 unique values
0 missing
ATS6mnumeric30 unique values
0 missing
Eig06_AEA.ri.numeric26 unique values
0 missing
MPC02numeric17 unique values
0 missing
ATS6pnumeric31 unique values
0 missing
Eig06_EAnumeric26 unique values
0 missing
MPC03numeric21 unique values
0 missing
ATS6snumeric32 unique values
0 missing
Eig06_EA.bo.numeric27 unique values
0 missing
MPC04numeric22 unique values
0 missing
ATS6vnumeric30 unique values
0 missing
Eig06_EA.dm.numeric8 unique values
0 missing
MPC05numeric26 unique values
0 missing
ATS7enumeric32 unique values
0 missing
Eig06_EA.ed.numeric26 unique values
0 missing
MPC06numeric28 unique values
0 missing
ATS7inumeric32 unique values
0 missing
Eig06_EA.ri.numeric27 unique values
0 missing
MPC07numeric28 unique values
0 missing
ATS7mnumeric32 unique values
0 missing
Eig07_AEA.bo.numeric26 unique values
0 missing
MPC08numeric26 unique values
0 missing
ATS7pnumeric30 unique values
0 missing
Eig07_AEA.dm.numeric30 unique values
0 missing
MPC09numeric29 unique values
0 missing
ATS7snumeric30 unique values
0 missing
Eig07_AEA.ed.numeric28 unique values
0 missing
MPC10numeric31 unique values
0 missing
ATS7vnumeric31 unique values
0 missing
Eig07_AEA.ri.numeric28 unique values
0 missing
MSDnumeric30 unique values
0 missing
ATS8enumeric32 unique values
0 missing
Eig07_EAnumeric28 unique values
0 missing
Mvnumeric23 unique values
0 missing
ATS8inumeric32 unique values
0 missing
Eig07_EA.bo.numeric25 unique values
0 missing
MWnumeric28 unique values
0 missing
ATS8mnumeric32 unique values
0 missing
Eig07_EA.dm.numeric3 unique values
0 missing
MWC01numeric14 unique values
0 missing
ATS8pnumeric31 unique values
0 missing
Eig07_EA.ed.numeric28 unique values
0 missing
MWC02numeric23 unique values
0 missing
ATS8snumeric30 unique values
0 missing
Eig07_EA.ri.numeric27 unique values
0 missing
MWC03numeric27 unique values
0 missing
ATS8vnumeric31 unique values
0 missing
Eig08_AEA.bo.numeric31 unique values
0 missing
MWC04numeric30 unique values
0 missing
ATSC1enumeric25 unique values
0 missing
Eig08_AEA.dm.numeric30 unique values
0 missing
MWC05numeric30 unique values
0 missing
ATSC1inumeric28 unique values
0 missing
Eig08_AEA.ed.numeric31 unique values
0 missing
MWC06numeric30 unique values
0 missing
ATSC1mnumeric30 unique values
0 missing
Eig08_AEA.ri.numeric26 unique values
0 missing
MWC07numeric29 unique values
0 missing
ATSC1pnumeric30 unique values
0 missing
Eig08_EAnumeric30 unique values
0 missing
MWC08numeric29 unique values
0 missing
ATSC1snumeric32 unique values
0 missing
Eig08_EA.bo.numeric31 unique values
0 missing
MWC09numeric31 unique values
0 missing
ATSC1vnumeric29 unique values
0 missing
Eig08_EA.dm.numeric4 unique values
0 missing
MWC10numeric30 unique values
0 missing
ATSC2enumeric31 unique values
0 missing
Eig08_EA.ed.numeric31 unique values
0 missing
N.numeric25 unique values
0 missing
ATSC2inumeric30 unique values
0 missing
Eig08_EA.ri.numeric25 unique values
0 missing
N.067numeric2 unique values
0 missing
ATSC2mnumeric32 unique values
0 missing
Eig09_AEA.bo.numeric30 unique values
0 missing
N.068numeric3 unique values
0 missing
ATSC2pnumeric32 unique values
0 missing
Eig09_AEA.dm.numeric29 unique values
0 missing
N.070numeric2 unique values
0 missing
ATSC2snumeric32 unique values
0 missing
Eig09_AEA.ed.numeric29 unique values
0 missing
N.071numeric2 unique values
0 missing
ATSC2vnumeric30 unique values
0 missing
Eig09_AEA.ri.numeric27 unique values
0 missing
N.072numeric3 unique values
0 missing
ATSC3enumeric31 unique values
0 missing
Eig09_EAnumeric26 unique values
0 missing
N.073numeric2 unique values
0 missing
ATSC3inumeric31 unique values
0 missing
Eig09_EA.bo.numeric26 unique values
0 missing
N.074numeric2 unique values
0 missing
ATSC3mnumeric32 unique values
0 missing
Eig09_EA.dm.numeric3 unique values
0 missing
N.075numeric5 unique values
0 missing
ATSC3pnumeric32 unique values
0 missing
Eig09_EA.ed.numeric28 unique values
0 missing
NaaaCnumeric3 unique values
0 missing
ATSC3snumeric32 unique values
0 missing
Eig09_EA.ri.numeric28 unique values
0 missing
NaaNnumeric5 unique values
0 missing
ATSC3vnumeric31 unique values
0 missing
Eig10_AEA.bo.numeric26 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
ATSC4enumeric32 unique values
0 missing
Eig10_AEA.dm.numeric28 unique values
0 missing
NaasCnumeric7 unique values
0 missing
ATSC4inumeric32 unique values
0 missing
Eig10_AEA.ed.numeric28 unique values
0 missing
NaasNnumeric2 unique values
0 missing
ATSC4mnumeric32 unique values
0 missing
Eig10_AEA.ri.numeric27 unique values
0 missing
nABnumeric11 unique values
0 missing
ATSC4pnumeric32 unique values
0 missing
Eig10_EAnumeric26 unique values
0 missing
nArCNnumeric2 unique values
0 missing
ATSC4vnumeric31 unique values
0 missing
Eig10_EA.bo.numeric27 unique values
0 missing
nArCONHRnumeric2 unique values
0 missing
ATSC5enumeric32 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
nArCONR2numeric2 unique values
0 missing
ATSC5inumeric32 unique values
0 missing
Eig10_EA.ed.numeric26 unique values
0 missing
ATSC5mnumeric32 unique values
0 missing
Eig10_EA.ri.numeric27 unique values
0 missing
ATSC5pnumeric31 unique values
0 missing
Eig11_AEA.bo.numeric27 unique values
0 missing
ATSC5snumeric32 unique values
0 missing
Eig11_AEA.dm.numeric27 unique values
0 missing
ATSC5vnumeric31 unique values
0 missing
Eig11_AEA.ed.numeric29 unique values
0 missing
ATSC6enumeric31 unique values
0 missing
Eig11_AEA.ri.numeric28 unique values
0 missing
ATSC6inumeric31 unique values
0 missing
Eig11_EAnumeric25 unique values
0 missing
ATSC6mnumeric32 unique values
0 missing
Eig11_EA.bo.numeric27 unique values
0 missing
ATSC6pnumeric29 unique values
0 missing
Eig11_EA.dm.numeric2 unique values
0 missing
ATSC6snumeric32 unique values
0 missing
Eig11_EA.ed.numeric25 unique values
0 missing
ATSC6vnumeric31 unique values
0 missing
Eig11_EA.ri.numeric27 unique values
0 missing
ATSC7enumeric28 unique values
0 missing
Eig12_AEA.bo.numeric27 unique values
0 missing
ATSC7inumeric32 unique values
0 missing
Eig12_AEA.dm.numeric27 unique values
0 missing
ATSC7mnumeric32 unique values
0 missing
Eig12_AEA.ed.numeric23 unique values
0 missing
ATSC7pnumeric32 unique values
0 missing
Eig12_AEA.ri.numeric25 unique values
0 missing
ATSC7snumeric32 unique values
0 missing
Eig12_EAnumeric21 unique values
0 missing
ATSC7vnumeric31 unique values
0 missing
Eig12_EA.bo.numeric28 unique values
0 missing
ATSC8enumeric32 unique values
0 missing
Eig12_EA.ed.numeric23 unique values
0 missing
ATSC8inumeric31 unique values
0 missing
Eig12_EA.ri.numeric26 unique values
0 missing
ATSC8mnumeric32 unique values
0 missing
Eig13_AEA.bo.numeric25 unique values
0 missing
ATSC8pnumeric32 unique values
0 missing
Eig13_AEA.dm.numeric27 unique values
0 missing
ATSC8snumeric32 unique values
0 missing
Eig13_AEA.ed.numeric25 unique values
0 missing
ATSC8vnumeric31 unique values
0 missing
Eig13_AEA.ri.numeric26 unique values
0 missing
B.112numeric2 unique values
0 missing
Eig13_EAnumeric26 unique values
0 missing
BACnumeric16 unique values
0 missing
Eig13_EA.bo.numeric27 unique values
0 missing
BBInumeric17 unique values
0 missing
Eig13_EA.ed.numeric28 unique values
0 missing
BIC0numeric22 unique values
0 missing
Eig13_EA.ri.numeric28 unique values
0 missing
BIC1numeric32 unique values
0 missing
Eig14_AEA.bo.numeric29 unique values
0 missing
BIC2numeric30 unique values
0 missing
Eig14_AEA.dm.numeric30 unique values
0 missing
BIC3numeric29 unique values
0 missing
Eig14_AEA.ed.numeric29 unique values
0 missing
BIC4numeric26 unique values
0 missing
Eig14_AEA.ri.numeric30 unique values
0 missing
BIC5numeric25 unique values
0 missing
Eig14_EAnumeric28 unique values
0 missing
BIDnumeric20 unique values
0 missing
Eig14_EA.bo.numeric30 unique values
0 missing
BLTA96numeric27 unique values
0 missing
Eig14_EA.ed.numeric31 unique values
0 missing
BLTD48numeric28 unique values
0 missing
Eig14_EA.ri.numeric29 unique values
0 missing
BLTF96numeric28 unique values
0 missing
Eig15_AEA.bo.numeric32 unique values
0 missing
C.numeric23 unique values
0 missing
Eig15_AEA.dm.numeric27 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig15_AEA.ed.numeric28 unique values
0 missing
C.002numeric8 unique values
0 missing
Eig15_AEA.ri.numeric31 unique values
0 missing
C.003numeric4 unique values
0 missing
Eig15_EAnumeric31 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig15_EA.bo.numeric29 unique values
0 missing
C.005numeric5 unique values
0 missing
Eig15_EA.ed.numeric30 unique values
0 missing
C.006numeric9 unique values
0 missing
Eig15_EA.ri.numeric31 unique values
0 missing
C.008numeric3 unique values
0 missing
Eta_alphanumeric26 unique values
0 missing
C.010numeric2 unique values
0 missing
Eta_alpha_Anumeric18 unique values
0 missing
C.011numeric2 unique values
0 missing
Eta_Bnumeric20 unique values
0 missing
C.013numeric2 unique values
0 missing
Eta_B_Anumeric17 unique values
0 missing
C.014numeric2 unique values
0 missing
Eta_betanumeric25 unique values
0 missing
C.016numeric2 unique values
0 missing
Eta_betaSnumeric21 unique values
0 missing
C.019numeric2 unique values
0 missing
Eta_betaS_Anumeric23 unique values
0 missing
C.025numeric6 unique values
0 missing
Eta_Cnumeric32 unique values
0 missing
C.026numeric5 unique values
0 missing
Eta_C_Anumeric32 unique values
0 missing
C.027numeric3 unique values
0 missing
Eta_epsinumeric28 unique values
0 missing
C.028numeric5 unique values
0 missing
Eta_Fnumeric32 unique values
0 missing
C.029numeric2 unique values
0 missing
Eta_FLnumeric32 unique values
0 missing
C.031numeric2 unique values
0 missing
Eta_Lnumeric32 unique values
0 missing
C.032numeric2 unique values
0 missing
Eta_sh_pnumeric25 unique values
0 missing
C.034numeric3 unique values
0 missing
Eta_sh_xnumeric6 unique values
0 missing
C.035numeric2 unique values
0 missing
Eta_sh_ynumeric28 unique values
0 missing
C.039numeric2 unique values
0 missing
F.083numeric3 unique values
0 missing
C.040numeric3 unique values
0 missing
F.085numeric2 unique values
0 missing
C.041numeric2 unique values
0 missing
GATS1enumeric28 unique values
0 missing
C.043numeric2 unique values
0 missing
GATS1inumeric29 unique values
0 missing
C.044numeric2 unique values
0 missing
GATS1pnumeric29 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
GATS1snumeric32 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
GATS1vnumeric28 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
GATS2enumeric32 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
GATS2mnumeric32 unique values
0 missing
CATS2D_01_LLnumeric12 unique values
0 missing
GATS2pnumeric32 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
GATS2snumeric32 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
GATS3enumeric30 unique values
0 missing
CATS2D_02_ALnumeric13 unique values
0 missing
GATS3inumeric30 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
GATS3mnumeric28 unique values
0 missing
CATS2D_02_DDnumeric3 unique values
0 missing
GATS3pnumeric29 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
GATS3snumeric32 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
GATS3vnumeric28 unique values
0 missing
CATS2D_03_AAnumeric7 unique values
0 missing
GATS4enumeric32 unique values
0 missing
CATS2D_03_ALnumeric10 unique values
0 missing
GATS4inumeric28 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
GATS4mnumeric31 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
GATS4pnumeric31 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
GATS4snumeric32 unique values
0 missing
CATS2D_03_LLnumeric10 unique values
0 missing
GATS4vnumeric30 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
GATS5inumeric32 unique values
0 missing
CATS2D_04_ALnumeric11 unique values
0 missing
GATS5mnumeric31 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
GATS5pnumeric30 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
GATS5vnumeric31 unique values
0 missing
CATS2D_04_LLnumeric11 unique values
0 missing
GATS6inumeric31 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
GATS6mnumeric31 unique values
0 missing
CATS2D_05_ALnumeric11 unique values
0 missing
GATS6pnumeric27 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS6snumeric32 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS6vnumeric30 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
GATS7inumeric31 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
GATS7mnumeric29 unique values
0 missing
CATS2D_05_LLnumeric12 unique values
0 missing
GATS7pnumeric31 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
GATS7vnumeric28 unique values
0 missing
CATS2D_06_ALnumeric11 unique values
0 missing
GATS8enumeric32 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GATS8inumeric32 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS8mnumeric31 unique values
0 missing
CATS2D_06_DLnumeric7 unique values
0 missing
GATS8pnumeric30 unique values
0 missing
CATS2D_06_LLnumeric13 unique values
0 missing
GATS8snumeric32 unique values
0 missing
CATS2D_07_AAnumeric5 unique values
0 missing
GATS8vnumeric29 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
32
Number of instances (rows) of the dataset.
NumberOfFeatures
668
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
667
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
0.51
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
3.69
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
106.64
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.13
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.17
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.32
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
1.55
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
20.88
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.84
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.72
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
76.03
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
0.56
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.12
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.35
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
32
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.49
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
28817.34
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
3.7
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
99.85
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.06
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.8
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.15
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
5.66
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
1.39
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
19628.86
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.35
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.04
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-CHEMBL3421
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3421
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3421
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3421
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3421
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3421
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3421
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3421
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3421
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3421
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3421
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3421
0 runs - estimation_procedure: 50 times Clustering
Define a new task