Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5742

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5742

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: CHEMBL5742 (TID: 101532), and it has 27 rows and 793 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.

795 features

pXC50 (target)numeric24 unique values
0 missing
molecule_id (row identifier)nominal27 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GGI10numeric20 unique values
0 missing
piIDnumeric24 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
GGI2numeric11 unique values
0 missing
piPC01numeric18 unique values
0 missing
nBnznumeric4 unique values
0 missing
CATS2D_08_ALnumeric10 unique values
0 missing
GGI3numeric19 unique values
0 missing
piPC02numeric21 unique values
0 missing
Psychotic.50numeric2 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
GGI4numeric22 unique values
0 missing
piPC03numeric24 unique values
0 missing
P_VSA_e_3numeric14 unique values
0 missing
CATS2D_08_DLnumeric8 unique values
0 missing
GGI5numeric23 unique values
0 missing
piPC04numeric24 unique values
0 missing
SsInumeric7 unique values
0 missing
CATS2D_08_LLnumeric16 unique values
0 missing
GGI6numeric23 unique values
0 missing
piPC05numeric24 unique values
0 missing
nCbHnumeric9 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
GGI7numeric22 unique values
0 missing
piPC06numeric23 unique values
0 missing
GATS1vnumeric23 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
GGI8numeric23 unique values
0 missing
piPC07numeric22 unique values
0 missing
C.024numeric11 unique values
0 missing
CATS2D_09_ALnumeric11 unique values
0 missing
GGI9numeric24 unique values
0 missing
piPC08numeric23 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
GMTInumeric24 unique values
0 missing
piPC09numeric23 unique values
0 missing
GATS2mnumeric23 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
GMTIVnumeric24 unique values
0 missing
piPC10numeric23 unique values
0 missing
P_VSA_LogP_3numeric11 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
GNarnumeric22 unique values
0 missing
PJI2numeric10 unique values
0 missing
SaaCHnumeric25 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
H.numeric22 unique values
0 missing
Polnumeric18 unique values
0 missing
GATS1mnumeric24 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
H.046numeric9 unique values
0 missing
Psi_e_0numeric25 unique values
0 missing
GATS1pnumeric24 unique values
0 missing
CATS2D_09_LLnumeric16 unique values
0 missing
H.047numeric10 unique values
0 missing
Psi_e_0dnumeric2 unique values
0 missing
MATS1mnumeric22 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
H.048numeric2 unique values
0 missing
Psi_e_1numeric25 unique values
0 missing
MAXDNnumeric25 unique values
0 missing
CENTnumeric24 unique values
0 missing
H.049numeric3 unique values
0 missing
Psi_e_Anumeric24 unique values
0 missing
P_VSA_MR_5numeric23 unique values
0 missing
Chi0_AEA.bo.numeric23 unique values
0 missing
H.050numeric6 unique values
0 missing
Psi_i_0numeric25 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
Chi0_AEA.dm.numeric23 unique values
0 missing
H.051numeric4 unique values
0 missing
Psi_i_1numeric25 unique values
0 missing
Eta_beta_Anumeric23 unique values
0 missing
Chi0_AEA.ed.numeric23 unique values
0 missing
H.052numeric4 unique values
0 missing
Psi_i_1dnumeric2 unique values
0 missing
Eta_betaP_Anumeric23 unique values
0 missing
Chi0_AEA.ri.numeric23 unique values
0 missing
H.053numeric2 unique values
0 missing
Psi_i_Anumeric24 unique values
0 missing
GATS5pnumeric25 unique values
0 missing
Chi0_EAnumeric23 unique values
0 missing
HDcpxnumeric22 unique values
0 missing
Psi_i_snumeric24 unique values
0 missing
Minumeric20 unique values
0 missing
Chi0_EA.bo.numeric24 unique values
0 missing
HNarnumeric20 unique values
0 missing
Psi_i_tnumeric2 unique values
0 missing
SssOnumeric10 unique values
0 missing
Chi0_EA.dm.numeric25 unique values
0 missing
HVcpxnumeric24 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
X5Avnumeric12 unique values
0 missing
Chi0_EA.ed.numeric24 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
P_VSA_e_1numeric17 unique values
0 missing
N.numeric17 unique values
0 missing
Chi0_EA.ri.numeric25 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
P_VSA_e_2numeric24 unique values
0 missing
GATS2pnumeric25 unique values
0 missing
Chi1_AEA.bo.numeric24 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
nHMnumeric3 unique values
0 missing
Chi1_AEA.dm.numeric24 unique values
0 missing
I.099numeric2 unique values
0 missing
P_VSA_s_4numeric22 unique values
0 missing
Chi1_AEA.ed.numeric24 unique values
0 missing
IACnumeric23 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
Chi1_AEA.ri.numeric24 unique values
0 missing
IC0numeric22 unique values
0 missing
Hynumeric23 unique values
0 missing
Chi1_EAnumeric24 unique values
0 missing
IC1numeric24 unique values
0 missing
SAdonnumeric10 unique values
0 missing
Chi1_EA.bo.numeric23 unique values
0 missing
IC2numeric24 unique values
0 missing
Eig04_EA.dm.numeric10 unique values
0 missing
Chi1_EA.dm.numeric25 unique values
0 missing
IC3numeric22 unique values
0 missing
SpMax1_Bh.e.numeric23 unique values
0 missing
Chi1_EA.ed.numeric24 unique values
0 missing
IC4numeric22 unique values
0 missing
SpMax1_Bh.p.numeric23 unique values
0 missing
Chi1_EA.ri.numeric25 unique values
0 missing
IC5numeric23 unique values
0 missing
MATS8mnumeric25 unique values
0 missing
CIC0numeric23 unique values
0 missing
ICRnumeric23 unique values
0 missing
AMWnumeric24 unique values
0 missing
CIC1numeric24 unique values
0 missing
IDDEnumeric23 unique values
0 missing
P_VSA_MR_6numeric22 unique values
0 missing
CIC2numeric23 unique values
0 missing
IDDMnumeric22 unique values
0 missing
Mpnumeric24 unique values
0 missing
CIC3numeric23 unique values
0 missing
IDEnumeric23 unique values
0 missing
NaaCHnumeric10 unique values
0 missing
CIC4numeric22 unique values
0 missing
IDETnumeric24 unique values
0 missing
nRCONR2numeric2 unique values
0 missing
CIDnumeric23 unique values
0 missing
IDMnumeric24 unique values
0 missing
GATS4enumeric25 unique values
0 missing
Cl.089numeric3 unique values
0 missing
IDMTnumeric24 unique values
0 missing
BLInumeric23 unique values
0 missing
CMC.50numeric2 unique values
0 missing
Infective.80numeric2 unique values
0 missing
Eta_L_Anumeric20 unique values
0 missing
CMC.80numeric2 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
GATS5mnumeric25 unique values
0 missing
cRo5numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
NssOnumeric4 unique values
0 missing
CSInumeric23 unique values
0 missing
ISIZnumeric20 unique values
0 missing
O.060numeric4 unique values
0 missing
DBInumeric22 unique values
0 missing
IVDEnumeric22 unique values
0 missing
SpMin1_Bh.i.numeric18 unique values
0 missing
D.Dtr05numeric15 unique values
0 missing
IVDMnumeric23 unique values
0 missing
X1Avnumeric22 unique values
0 missing
D.Dtr06numeric23 unique values
0 missing
JGI1numeric20 unique values
0 missing
SaasCnumeric25 unique values
0 missing
D.Dtr07numeric3 unique values
0 missing
JGI10numeric9 unique values
0 missing
X2Avnumeric20 unique values
0 missing
D.Dtr08numeric7 unique values
0 missing
JGI3numeric20 unique values
0 missing
BIC3numeric21 unique values
0 missing
D.Dtr09numeric6 unique values
0 missing
JGI4numeric13 unique values
0 missing
JGI2numeric18 unique values
0 missing
D.Dtr10numeric7 unique values
0 missing
JGI5numeric9 unique values
0 missing
MATS7pnumeric24 unique values
0 missing
D.Dtr11numeric2 unique values
0 missing
JGI6numeric8 unique values
0 missing
SpMAD_EA.bo.numeric23 unique values
0 missing
DECCnumeric23 unique values
0 missing
JGI8numeric10 unique values
0 missing
BIC2numeric23 unique values
0 missing
DELSnumeric25 unique values
0 missing
JGI9numeric9 unique values
0 missing
SpMax2_Bh.m.numeric20 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGTnumeric21 unique values
0 missing
Vindexnumeric22 unique values
0 missing
DLS_01numeric3 unique values
0 missing
LLS_01numeric6 unique values
0 missing
Xindexnumeric23 unique values
0 missing
DLS_02numeric6 unique values
0 missing
LLS_02numeric5 unique values
0 missing
ARRnumeric19 unique values
0 missing
DLS_03numeric4 unique values
0 missing
LOCnumeric24 unique values
0 missing
C.numeric18 unique values
0 missing
DLS_04numeric5 unique values
0 missing
LPRSnumeric24 unique values
0 missing
JGI7numeric11 unique values
0 missing
DLS_05numeric3 unique values
0 missing
MATS1enumeric22 unique values
0 missing
PW3numeric20 unique values
0 missing
DLS_06numeric4 unique values
0 missing
MATS1inumeric23 unique values
0 missing
SIC3numeric22 unique values
0 missing
DLS_07numeric3 unique values
0 missing
MATS1pnumeric21 unique values
0 missing
X4Avnumeric17 unique values
0 missing
DLS_consnumeric15 unique values
0 missing
MATS1snumeric20 unique values
0 missing
X3Avnumeric17 unique values
0 missing
Dznumeric23 unique values
0 missing
MATS1vnumeric20 unique values
0 missing
MATS6pnumeric25 unique values
0 missing
ECCnumeric23 unique values
0 missing
MATS2enumeric24 unique values
0 missing
O.numeric21 unique values
0 missing
Eig01_AEA.bo.numeric19 unique values
0 missing
MATS2inumeric24 unique values
0 missing
CIC5numeric22 unique values
0 missing
Eig01_AEA.dm.numeric20 unique values
0 missing
MATS2mnumeric24 unique values
0 missing
Eig01_EA.bo.numeric20 unique values
0 missing
Eig01_AEA.ed.numeric18 unique values
0 missing
MATS2pnumeric22 unique values
0 missing
SM11_AEA.ri.numeric20 unique values
0 missing
Eig01_AEA.ri.numeric19 unique values
0 missing
MATS2snumeric23 unique values
0 missing
SpDiam_EA.bo.numeric20 unique values
0 missing
Eig01_EAnumeric19 unique values
0 missing
MATS2vnumeric23 unique values
0 missing
SpMax1_Bh.m.numeric20 unique values
0 missing
Eig01_EA.dm.numeric15 unique values
0 missing
MATS3enumeric24 unique values
0 missing
SpMax_EA.bo.numeric20 unique values
0 missing
Eig01_EA.ed.numeric19 unique values
0 missing
MATS3inumeric24 unique values
0 missing
GATS7enumeric25 unique values
0 missing
Eig01_EA.ri.numeric19 unique values
0 missing
MATS3mnumeric25 unique values
0 missing
SpMax1_Bh.i.numeric24 unique values
0 missing
Eig02_AEA.bo.numeric20 unique values
0 missing
MATS3pnumeric23 unique values
0 missing
AACnumeric22 unique values
0 missing
Eig02_AEA.dm.numeric22 unique values
0 missing
MATS3snumeric25 unique values
0 missing
AECCnumeric23 unique values
0 missing
Eig02_AEA.ed.numeric21 unique values
0 missing
MATS3vnumeric23 unique values
0 missing
ALOGPnumeric25 unique values
0 missing
Eig02_AEA.ri.numeric21 unique values
0 missing
MATS4enumeric25 unique values
0 missing
ALOGP2numeric25 unique values
0 missing
Eig02_EAnumeric21 unique values
0 missing
MATS4inumeric24 unique values
0 missing
AMRnumeric25 unique values
0 missing
Eig02_EA.bo.numeric20 unique values
0 missing
MATS4mnumeric25 unique values
0 missing
ATS1enumeric24 unique values
0 missing
Eig02_EA.dm.numeric13 unique values
0 missing
MATS4pnumeric24 unique values
0 missing
ATS1inumeric24 unique values
0 missing
Eig02_EA.ed.numeric21 unique values
0 missing
MATS4snumeric25 unique values
0 missing
ATS1mnumeric24 unique values
0 missing
Eig02_EA.ri.numeric20 unique values
0 missing
MATS4vnumeric23 unique values
0 missing
ATS1pnumeric24 unique values
0 missing
Eig03_AEA.bo.numeric18 unique values
0 missing
MATS5enumeric23 unique values
0 missing
ATS1snumeric25 unique values
0 missing
Eig03_AEA.dm.numeric24 unique values
0 missing
MATS5inumeric22 unique values
0 missing
ATS1vnumeric24 unique values
0 missing
Eig03_AEA.ed.numeric19 unique values
0 missing
MATS5mnumeric22 unique values
0 missing
ATS2enumeric25 unique values
0 missing
Eig03_AEA.ri.numeric22 unique values
0 missing
MATS5pnumeric24 unique values
0 missing
ATS2inumeric25 unique values
0 missing
Eig03_EAnumeric20 unique values
0 missing
MATS5snumeric24 unique values
0 missing
ATS2mnumeric24 unique values
0 missing
Eig03_EA.bo.numeric20 unique values
0 missing
MATS5vnumeric24 unique values
0 missing
ATS2pnumeric24 unique values
0 missing
Eig03_EA.dm.numeric11 unique values
0 missing
MATS6enumeric23 unique values
0 missing
ATS2snumeric25 unique values
0 missing
Eig03_EA.ed.numeric20 unique values
0 missing
MATS6inumeric25 unique values
0 missing
ATS2vnumeric25 unique values
0 missing
Eig03_EA.ri.numeric21 unique values
0 missing
MATS6mnumeric25 unique values
0 missing
ATS3enumeric24 unique values
0 missing
Eig04_AEA.bo.numeric20 unique values
0 missing
MATS6snumeric25 unique values
0 missing
ATS3inumeric25 unique values
0 missing
Eig04_AEA.dm.numeric22 unique values
0 missing
MATS6vnumeric24 unique values
0 missing
ATS3mnumeric25 unique values
0 missing
Eig04_AEA.ed.numeric20 unique values
0 missing
MATS7enumeric22 unique values
0 missing
ATS3pnumeric25 unique values
0 missing
Eig04_AEA.ri.numeric20 unique values
0 missing
MATS7inumeric25 unique values
0 missing
ATS3snumeric25 unique values
0 missing
Eig04_EAnumeric20 unique values
0 missing
MATS7mnumeric24 unique values
0 missing
ATS3vnumeric25 unique values
0 missing
Eig04_EA.bo.numeric20 unique values
0 missing
MATS7snumeric24 unique values
0 missing
ATS4enumeric25 unique values
0 missing
Eig04_EA.ed.numeric20 unique values
0 missing
MATS7vnumeric24 unique values
0 missing
ATS4inumeric25 unique values
0 missing
Eig04_EA.ri.numeric20 unique values
0 missing
MATS8enumeric24 unique values
0 missing
ATS4mnumeric25 unique values
0 missing
Eig05_AEA.bo.numeric20 unique values
0 missing
MATS8inumeric25 unique values
0 missing
ATS4pnumeric24 unique values
0 missing
Eig05_AEA.dm.numeric20 unique values
0 missing
MATS8pnumeric25 unique values
0 missing
ATS4snumeric25 unique values
0 missing
Eig05_AEA.ed.numeric20 unique values
0 missing
MATS8snumeric25 unique values
0 missing
ATS4vnumeric24 unique values
0 missing
Eig05_AEA.ri.numeric21 unique values
0 missing
MATS8vnumeric25 unique values
0 missing
ATS5enumeric25 unique values
0 missing
Eig05_EAnumeric20 unique values
0 missing
MAXDPnumeric25 unique values
0 missing
ATS5inumeric25 unique values
0 missing
Eig05_EA.bo.numeric20 unique values
0 missing
MCDnumeric22 unique values
0 missing
ATS5mnumeric25 unique values
0 missing
Eig05_EA.dm.numeric8 unique values
0 missing
MDDDnumeric24 unique values
0 missing
ATS5pnumeric25 unique values
0 missing
Eig05_EA.ed.numeric20 unique values
0 missing
Menumeric18 unique values
0 missing
ATS5snumeric25 unique values
0 missing
Eig05_EA.ri.numeric22 unique values
0 missing
MLOGPnumeric24 unique values
0 missing
ATS5vnumeric24 unique values
0 missing
Eig06_AEA.bo.numeric22 unique values
0 missing
MLOGP2numeric24 unique values
0 missing
ATS6enumeric24 unique values
0 missing
Eig06_AEA.dm.numeric21 unique values
0 missing
MPC01numeric18 unique values
0 missing
ATS6inumeric25 unique values
0 missing
Eig06_AEA.ed.numeric22 unique values
0 missing
MPC02numeric20 unique values
0 missing
ATS6mnumeric25 unique values
0 missing
Eig06_AEA.ri.numeric23 unique values
0 missing
MPC03numeric19 unique values
0 missing
ATS6pnumeric24 unique values
0 missing
Eig06_EAnumeric23 unique values
0 missing
MPC04numeric23 unique values
0 missing
ATS6snumeric25 unique values
0 missing
Eig06_EA.bo.numeric21 unique values
0 missing
MPC05numeric24 unique values
0 missing
ATS6vnumeric25 unique values
0 missing
Eig06_EA.dm.numeric4 unique values
0 missing
MPC06numeric24 unique values
0 missing
ATS7enumeric25 unique values
0 missing
Eig06_EA.ed.numeric22 unique values
0 missing
MPC07numeric23 unique values
0 missing
ATS7inumeric24 unique values
0 missing
Eig06_EA.ri.numeric23 unique values
0 missing
MPC08numeric24 unique values
0 missing
ATS7mnumeric25 unique values
0 missing
Eig07_AEA.bo.numeric21 unique values
0 missing
MPC09numeric23 unique values
0 missing
ATS7pnumeric23 unique values
0 missing
Eig07_AEA.dm.numeric21 unique values
0 missing
MPC10numeric22 unique values
0 missing
ATS7snumeric25 unique values
0 missing
Eig07_AEA.ed.numeric21 unique values
0 missing
MSDnumeric23 unique values
0 missing
ATS7vnumeric25 unique values
0 missing
Eig07_AEA.ri.numeric25 unique values
0 missing
Mvnumeric22 unique values
0 missing
ATS8enumeric25 unique values
0 missing
Eig07_EAnumeric23 unique values
0 missing
MWnumeric24 unique values
0 missing
ATS8inumeric25 unique values
0 missing
Eig07_EA.bo.numeric21 unique values
0 missing
MWC01numeric18 unique values
0 missing
ATS8mnumeric25 unique values
0 missing
Eig07_EA.ed.numeric21 unique values
0 missing
MWC02numeric20 unique values
0 missing
ATS8pnumeric25 unique values
0 missing
Eig07_EA.ri.numeric23 unique values
0 missing
MWC03numeric22 unique values
0 missing
ATS8snumeric25 unique values
0 missing
Eig08_AEA.bo.numeric21 unique values
0 missing
MWC04numeric24 unique values
0 missing
ATS8vnumeric25 unique values
0 missing
Eig08_AEA.dm.numeric19 unique values
0 missing
MWC05numeric24 unique values
0 missing
ATSC1enumeric21 unique values
0 missing
Eig08_AEA.ed.numeric21 unique values
0 missing
MWC06numeric24 unique values
0 missing
ATSC1inumeric24 unique values
0 missing
Eig08_AEA.ri.numeric20 unique values
0 missing
MWC07numeric22 unique values
0 missing
ATSC1mnumeric24 unique values
0 missing
Eig08_EAnumeric19 unique values
0 missing
MWC08numeric24 unique values
0 missing
ATSC1pnumeric24 unique values
0 missing
Eig08_EA.bo.numeric18 unique values
0 missing
MWC09numeric23 unique values
0 missing
ATSC1snumeric25 unique values
0 missing
Eig08_EA.ed.numeric23 unique values
0 missing
MWC10numeric24 unique values
0 missing
ATSC1vnumeric24 unique values
0 missing
Eig08_EA.ri.numeric20 unique values
0 missing
N.066numeric2 unique values
0 missing
ATSC2enumeric22 unique values
0 missing
Eig09_AEA.bo.numeric20 unique values
0 missing
N.067numeric2 unique values
0 missing
ATSC2inumeric25 unique values
0 missing
Eig09_AEA.dm.numeric22 unique values
0 missing
N.068numeric2 unique values
0 missing
ATSC2mnumeric25 unique values
0 missing
Eig09_AEA.ed.numeric19 unique values
0 missing
N.071numeric2 unique values
0 missing
ATSC2pnumeric25 unique values
0 missing
Eig09_AEA.ri.numeric24 unique values
0 missing
N.072numeric3 unique values
0 missing
ATSC2snumeric25 unique values
0 missing
Eig09_EAnumeric22 unique values
0 missing
N.073numeric3 unique values
0 missing
ATSC2vnumeric25 unique values
0 missing
Eig09_EA.bo.numeric21 unique values
0 missing
N.074numeric2 unique values
0 missing
ATSC3enumeric24 unique values
0 missing
Eig09_EA.ed.numeric21 unique values
0 missing
N.075numeric4 unique values
0 missing
ATSC3inumeric25 unique values
0 missing
Eig09_EA.ri.numeric25 unique values
0 missing
N.076numeric2 unique values
0 missing
ATSC3mnumeric25 unique values
0 missing
Eig10_AEA.bo.numeric16 unique values
0 missing
NaaaCnumeric3 unique values
0 missing
ATSC3pnumeric25 unique values
0 missing
Eig10_AEA.dm.numeric18 unique values
0 missing
NaaNnumeric4 unique values
0 missing
ATSC3snumeric25 unique values
0 missing
Eig10_AEA.ed.numeric22 unique values
0 missing
NaaNHnumeric3 unique values
0 missing
ATSC3vnumeric25 unique values
0 missing
Eig10_AEA.ri.numeric21 unique values
0 missing
NaaOnumeric2 unique values
0 missing
ATSC4enumeric25 unique values
0 missing
Eig10_EAnumeric18 unique values
0 missing
NaasCnumeric7 unique values
0 missing
ATSC4inumeric25 unique values
0 missing
Eig10_EA.bo.numeric16 unique values
0 missing
NaasNnumeric2 unique values
0 missing
ATSC4mnumeric25 unique values
0 missing
Eig10_EA.ed.numeric19 unique values
0 missing
nABnumeric7 unique values
0 missing
ATSC4pnumeric24 unique values
0 missing
Eig10_EA.ri.numeric20 unique values
0 missing
nArCNnumeric2 unique values
0 missing
ATSC4snumeric25 unique values
0 missing
Eig11_AEA.bo.numeric18 unique values
0 missing
nArC.Nnumeric2 unique values
0 missing
ATSC4vnumeric25 unique values
0 missing
Eig11_AEA.dm.numeric22 unique values
0 missing
nArCOnumeric2 unique values
0 missing
ATSC5enumeric25 unique values
0 missing
Eig11_AEA.ed.numeric17 unique values
0 missing
nArCONHRnumeric2 unique values
0 missing
ATSC5inumeric25 unique values
0 missing
Eig11_AEA.ri.numeric19 unique values
0 missing
nArCONR2numeric2 unique values
0 missing
ATSC5mnumeric25 unique values
0 missing
Eig11_EAnumeric18 unique values
0 missing
nArCOORnumeric2 unique values
0 missing
ATSC5pnumeric25 unique values
0 missing
Eig11_EA.bo.numeric18 unique values
0 missing
nArNO2numeric2 unique values
0 missing
ATSC5snumeric25 unique values
0 missing
Eig11_EA.ed.numeric19 unique values
0 missing
nArNR2numeric2 unique values
0 missing
ATSC5vnumeric25 unique values
0 missing
Eig11_EA.ri.numeric20 unique values
0 missing
nArOHnumeric2 unique values
0 missing
ATSC6enumeric25 unique values
0 missing
Eig12_AEA.bo.numeric21 unique values
0 missing
nArORnumeric4 unique values
0 missing
ATSC6inumeric25 unique values
0 missing
Eig12_AEA.dm.numeric22 unique values
0 missing
nArXnumeric3 unique values
0 missing
ATSC6mnumeric25 unique values
0 missing
Eig12_AEA.ed.numeric20 unique values
0 missing
nATnumeric20 unique values
0 missing
ATSC6pnumeric25 unique values
0 missing
Eig12_AEA.ri.numeric22 unique values
0 missing
nBMnumeric9 unique values
0 missing
ATSC6snumeric25 unique values
0 missing
Eig12_EAnumeric19 unique values
0 missing
nBOnumeric18 unique values
0 missing
ATSC6vnumeric25 unique values
0 missing
Eig12_EA.bo.numeric21 unique values
0 missing
nBTnumeric19 unique values
0 missing
ATSC7enumeric25 unique values
0 missing
Eig12_EA.ed.numeric21 unique values
0 missing
nCnumeric12 unique values
0 missing
ATSC7inumeric25 unique values
0 missing
Eig12_EA.ri.numeric22 unique values
0 missing
nCarnumeric10 unique values
0 missing
ATSC7mnumeric25 unique values
0 missing
Eig13_AEA.bo.numeric22 unique values
0 missing
nCb.numeric7 unique values
0 missing
ATSC7pnumeric25 unique values
0 missing
Eig13_AEA.dm.numeric17 unique values
0 missing
nCconjnumeric5 unique values
0 missing
ATSC7snumeric25 unique values
0 missing
Eig13_AEA.ed.numeric20 unique values
0 missing
nCH2RXnumeric2 unique values
0 missing
ATSC7vnumeric25 unique values
0 missing
Eig13_AEA.ri.numeric25 unique values
0 missing
nCICnumeric6 unique values
0 missing
ATSC8enumeric25 unique values
0 missing
Eig13_EAnumeric22 unique values
0 missing
nCIRnumeric5 unique values
0 missing
ATSC8inumeric25 unique values
0 missing
Eig13_EA.bo.numeric21 unique values
0 missing
nCLnumeric3 unique values
0 missing
ATSC8mnumeric25 unique values
0 missing
Eig13_EA.ed.numeric22 unique values
0 missing
nC.N.N.numeric2 unique values
0 missing
ATSC8pnumeric25 unique values
0 missing
Eig13_EA.ri.numeric25 unique values
0 missing
nCONNnumeric2 unique values
0 missing
ATSC8snumeric25 unique values
0 missing
Eig14_AEA.bo.numeric23 unique values
0 missing
nCpnumeric5 unique values
0 missing
ATSC8vnumeric25 unique values
0 missing
Eig14_AEA.dm.numeric23 unique values
0 missing
nCrsnumeric6 unique values
0 missing
BACnumeric18 unique values
0 missing
Eig14_AEA.ed.numeric19 unique values
0 missing
nCrtnumeric3 unique values
0 missing
BBInumeric20 unique values
0 missing
Eig14_AEA.ri.numeric25 unique values
0 missing
nCRX3numeric2 unique values
0 missing
BIC0numeric22 unique values
0 missing
Eig14_EAnumeric24 unique values
0 missing
nCsnumeric8 unique values
0 missing
BIC1numeric24 unique values
0 missing
Eig14_EA.bo.numeric22 unique values
0 missing
nCspnumeric2 unique values
0 missing
BIC4numeric20 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
nCsp2numeric12 unique values
0 missing
BIC5numeric23 unique values
0 missing
Eig14_EA.ed.numeric22 unique values
0 missing
nCsp3numeric14 unique values
0 missing
BIDnumeric22 unique values
0 missing
Eig14_EA.ri.numeric24 unique values
0 missing
nCtnumeric3 unique values
0 missing
BLTA96numeric24 unique values
0 missing
Eig15_AEA.bo.numeric23 unique values
0 missing
nDBnumeric7 unique values
0 missing
BLTD48numeric24 unique values
0 missing
Eig15_AEA.dm.numeric25 unique values
0 missing
NdCH2numeric2 unique values
0 missing
BLTF96numeric24 unique values
0 missing
Eig15_AEA.ed.numeric19 unique values
0 missing
NddsNnumeric2 unique values
0 missing
C.001numeric4 unique values
0 missing
Eig15_AEA.ri.numeric25 unique values
0 missing
NddssSnumeric2 unique values
0 missing
C.002numeric9 unique values
0 missing
Eig15_EAnumeric24 unique values
0 missing
NdOnumeric5 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig15_EA.bo.numeric23 unique values
0 missing
NdsCHnumeric2 unique values
0 missing
C.005numeric4 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
NdsNnumeric2 unique values
0 missing
C.006numeric6 unique values
0 missing
Eig15_EA.ed.numeric23 unique values
0 missing
NdssCnumeric6 unique values
0 missing
C.007numeric2 unique values
0 missing
Eig15_EA.ri.numeric25 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
C.008numeric3 unique values
0 missing
Eta_alphanumeric24 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
C.013numeric2 unique values
0 missing
Eta_Bnumeric20 unique values
0 missing
nFnumeric3 unique values
0 missing
C.015numeric2 unique values
0 missing
Eta_B_Anumeric14 unique values
0 missing
nFuranesnumeric2 unique values
0 missing
C.016numeric2 unique values
0 missing
Eta_betanumeric21 unique values
0 missing
nHnumeric18 unique values
0 missing
C.017numeric2 unique values
0 missing
Eta_betaPnumeric13 unique values
0 missing
nHAccnumeric7 unique values
0 missing
C.025numeric5 unique values
0 missing
Eta_betaSnumeric19 unique values
0 missing
nHDonnumeric6 unique values
0 missing
C.026numeric7 unique values
0 missing
Eta_betaS_Anumeric19 unique values
0 missing
nHetnumeric8 unique values
0 missing
C.027numeric3 unique values
0 missing
Eta_Cnumeric25 unique values
0 missing
nInumeric2 unique values
0 missing
C.028numeric5 unique values
0 missing
Eta_C_Anumeric25 unique values
0 missing
nImidazolesnumeric2 unique values
0 missing
C.029numeric2 unique values
0 missing
Eta_epsinumeric24 unique values
0 missing
nNnumeric7 unique values
0 missing
C.034numeric4 unique values
0 missing
Eta_epsi_Anumeric23 unique values
0 missing
nN.CO.2numeric2 unique values
0 missing
C.036numeric2 unique values
0 missing
Eta_Fnumeric25 unique values
0 missing
nN.Nnumeric2 unique values
0 missing
C.038numeric2 unique values
0 missing
Eta_F_Anumeric25 unique values
0 missing
NNRSnumeric6 unique values
0 missing
C.039numeric2 unique values
0 missing
Eta_FLnumeric25 unique values
0 missing
nOnumeric6 unique values
0 missing
C.040numeric3 unique values
0 missing
Eta_FL_Anumeric22 unique values
0 missing
nPyrazolesnumeric2 unique values
0 missing
C.041numeric2 unique values
0 missing
Eta_Lnumeric25 unique values
0 missing
nPyridinesnumeric2 unique values
0 missing
C.044numeric2 unique values
0 missing
Eta_sh_pnumeric22 unique values
0 missing
nPyrrolesnumeric2 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_sh_xnumeric3 unique values
0 missing
nPyrrolidinesnumeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_sh_ynumeric24 unique values
0 missing
nR05numeric4 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
F.081numeric2 unique values
0 missing
nR06numeric3 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
F.083numeric2 unique values
0 missing
nR07numeric2 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
F.084numeric2 unique values
0 missing
nR08numeric2 unique values
0 missing
CATS2D_01_LLnumeric14 unique values
0 missing
F.085numeric2 unique values
0 missing
nR09numeric3 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
GATS1enumeric22 unique values
0 missing
nR10numeric2 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
GATS1inumeric23 unique values
0 missing
nR11numeric2 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
GATS1snumeric24 unique values
0 missing
nRCOnumeric2 unique values
0 missing
CATS2D_02_DLnumeric7 unique values
0 missing
GATS2enumeric24 unique values
0 missing
nRCONHRnumeric2 unique values
0 missing
CATS2D_02_LLnumeric15 unique values
0 missing
GATS2inumeric24 unique values
0 missing
nR.Cpnumeric2 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS2snumeric24 unique values
0 missing
nR.Csnumeric2 unique values
0 missing
CATS2D_03_AAnumeric5 unique values
0 missing
GATS2vnumeric24 unique values
0 missing
nR.Ctnumeric2 unique values
0 missing
CATS2D_03_ALnumeric12 unique values
0 missing
GATS3enumeric25 unique values
0 missing
nRNH2numeric2 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS3inumeric23 unique values
0 missing
nRNR2numeric2 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS3mnumeric24 unique values
0 missing
nROCONnumeric2 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
GATS3pnumeric24 unique values
0 missing
NRSnumeric4 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
GATS3snumeric25 unique values
0 missing
nSnumeric2 unique values
0 missing
CATS2D_03_LLnumeric14 unique values
0 missing
GATS3vnumeric24 unique values
0 missing
NsCH3numeric6 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS4inumeric25 unique values
0 missing
NsClnumeric3 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
GATS4mnumeric25 unique values
0 missing
NsFnumeric3 unique values
0 missing
CATS2D_04_ALnumeric11 unique values
0 missing
GATS4pnumeric25 unique values
0 missing
NsInumeric2 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS4snumeric23 unique values
0 missing
nSKnumeric17 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS4vnumeric23 unique values
0 missing
NsNH2numeric2 unique values
0 missing
CATS2D_04_DLnumeric10 unique values
0 missing
GATS5enumeric25 unique values
0 missing
nSO2Nnumeric2 unique values
0 missing
CATS2D_04_LLnumeric12 unique values
0 missing
GATS5inumeric25 unique values
0 missing
NsOHnumeric2 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS5snumeric24 unique values
0 missing
NssCH2numeric10 unique values
0 missing
CATS2D_05_ALnumeric14 unique values
0 missing
GATS5vnumeric25 unique values
0 missing
NssNHnumeric3 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS6enumeric25 unique values
0 missing
NsssCHnumeric3 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
GATS6inumeric22 unique values
0 missing
NsssNnumeric4 unique values
0 missing
CATS2D_05_LLnumeric17 unique values
0 missing
GATS6mnumeric23 unique values
0 missing
NssssCnumeric2 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS6pnumeric25 unique values
0 missing
nTBnumeric2 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
GATS6snumeric25 unique values
0 missing
NtNnumeric2 unique values
0 missing
CATS2D_06_ALnumeric15 unique values
0 missing
GATS6vnumeric25 unique values
0 missing
NtsCnumeric2 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
GATS7inumeric24 unique values
0 missing
nXnumeric4 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS7mnumeric25 unique values
0 missing
O.057numeric2 unique values
0 missing
CATS2D_06_DLnumeric9 unique values
0 missing
GATS7pnumeric23 unique values
0 missing
O.058numeric4 unique values
0 missing
CATS2D_06_LLnumeric18 unique values
0 missing
GATS7snumeric25 unique values
0 missing
O.061numeric2 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GATS7vnumeric25 unique values
0 missing
ON0numeric21 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
GATS8enumeric24 unique values
0 missing
ON0Vnumeric24 unique values
0 missing
CATS2D_07_ALnumeric12 unique values
0 missing
GATS8inumeric24 unique values
0 missing
ON1numeric22 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GATS8mnumeric24 unique values
0 missing
ON1Vnumeric24 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS8pnumeric23 unique values
0 missing
PCDnumeric24 unique values
0 missing
CATS2D_07_DLnumeric8 unique values
0 missing
GATS8snumeric25 unique values
0 missing
PCRnumeric23 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GATS8vnumeric24 unique values
0 missing
PDInumeric22 unique values
0 missing
CATS2D_07_LLnumeric15 unique values
0 missing
GGI1numeric10 unique values
0 missing
PHInumeric25 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
27
Number of instances (rows) of the dataset.
NumberOfFeatures
795
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
794
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
29.44
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.56
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
0.97
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.55
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
277.78
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
-2.11
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.52
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
27
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.68
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
63274.63
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
2.11
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
5.05
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.2
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
5.2
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
1.42
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
87429.13
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.12
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.69
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
0.29
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
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
198.06
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.04
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.42
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.19
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-CHEMBL5742
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5742
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5742
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5742
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5742
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5742
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5742
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5742
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5742
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5742
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5742
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5742
0 runs - estimation_procedure: 50 times Clustering
Define a new task