Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5743

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5743

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: CHEMBL5743 (TID: 101533), and it has 25 rows and 716 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.

718 features

pXC50 (target)numeric23 unique values
0 missing
molecule_id (row identifier)nominal25 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
H.048numeric2 unique values
0 missing
BIC3numeric19 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
H.049numeric3 unique values
0 missing
CIC3numeric24 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
H.050numeric3 unique values
0 missing
IC2numeric24 unique values
0 missing
CATS2D_06_LLnumeric14 unique values
0 missing
H.051numeric5 unique values
0 missing
MATS4enumeric23 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
H.052numeric3 unique values
0 missing
MATS5snumeric24 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
HDcpxnumeric16 unique values
0 missing
Eig03_AEA.dm.numeric9 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
HNarnumeric16 unique values
0 missing
Eta_beta_Anumeric21 unique values
0 missing
CATS2D_07_LLnumeric13 unique values
0 missing
HVcpxnumeric20 unique values
0 missing
Eta_FL_Anumeric20 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
Hynumeric18 unique values
0 missing
SpMax6_Bh.s.numeric20 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Eta_alpha_Anumeric11 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
IACnumeric21 unique values
0 missing
BIC4numeric21 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
IC0numeric19 unique values
0 missing
BIC5numeric21 unique values
0 missing
CATS2D_08_LLnumeric11 unique values
0 missing
IC4numeric23 unique values
0 missing
SIC3numeric19 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
IC5numeric23 unique values
0 missing
ATSC5snumeric25 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
ICRnumeric15 unique values
0 missing
C.040numeric2 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
IDDEnumeric17 unique values
0 missing
Eig02_EA.dm.numeric8 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
IDDMnumeric16 unique values
0 missing
N.072numeric2 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
IDEnumeric20 unique values
0 missing
N.073numeric2 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
IDETnumeric22 unique values
0 missing
NaasNnumeric2 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
IDMnumeric21 unique values
0 missing
nDBnumeric2 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
IDMTnumeric22 unique values
0 missing
NdOnumeric2 unique values
0 missing
CATS2D_09_LLnumeric10 unique values
0 missing
Infective.80numeric2 unique values
0 missing
NdssCnumeric2 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
nImidazolesnumeric2 unique values
0 missing
CENTnumeric22 unique values
0 missing
ISIZnumeric14 unique values
0 missing
nOnumeric3 unique values
0 missing
Chi0_AEA.bo.numeric19 unique values
0 missing
IVDEnumeric17 unique values
0 missing
O.numeric15 unique values
0 missing
Chi0_AEA.dm.numeric19 unique values
0 missing
IVDMnumeric17 unique values
0 missing
O.058numeric2 unique values
0 missing
Chi0_AEA.ed.numeric19 unique values
0 missing
JGI1numeric17 unique values
0 missing
Psi_e_Anumeric22 unique values
0 missing
Chi0_AEA.ri.numeric19 unique values
0 missing
JGI10numeric7 unique values
0 missing
Psi_i_Anumeric22 unique values
0 missing
Chi0_EAnumeric19 unique values
0 missing
JGI3numeric12 unique values
0 missing
P_VSA_e_5numeric3 unique values
0 missing
Chi0_EA.bo.numeric21 unique values
0 missing
JGI4numeric12 unique values
0 missing
P_VSA_m_3numeric3 unique values
0 missing
Chi0_EA.dm.numeric14 unique values
0 missing
JGI5numeric8 unique values
0 missing
SaaNnumeric6 unique values
0 missing
Chi0_EA.ed.numeric22 unique values
0 missing
JGI6numeric7 unique values
0 missing
SaasNnumeric5 unique values
0 missing
Chi0_EA.ri.numeric23 unique values
0 missing
JGI7numeric8 unique values
0 missing
SdOnumeric25 unique values
0 missing
Chi1_AEA.bo.numeric20 unique values
0 missing
JGI8numeric8 unique values
0 missing
SdssCnumeric23 unique values
0 missing
Chi1_AEA.dm.numeric20 unique values
0 missing
JGI9numeric5 unique values
0 missing
SM02_EA.dm.numeric10 unique values
0 missing
Chi1_AEA.ed.numeric20 unique values
0 missing
JGTnumeric19 unique values
0 missing
SM04_EA.dm.numeric10 unique values
0 missing
Chi1_AEA.ri.numeric20 unique values
0 missing
LLS_01numeric2 unique values
0 missing
SM06_EA.dm.numeric10 unique values
0 missing
Chi1_EAnumeric20 unique values
0 missing
LLS_02numeric4 unique values
0 missing
SM08_EA.dm.numeric9 unique values
0 missing
Chi1_EA.bo.numeric21 unique values
0 missing
LOCnumeric18 unique values
0 missing
SpAD_EA.dm.numeric10 unique values
0 missing
Chi1_EA.dm.numeric18 unique values
0 missing
LPRSnumeric22 unique values
0 missing
SpMAD_EA.dm.numeric21 unique values
0 missing
Chi1_EA.ed.numeric21 unique values
0 missing
MATS1enumeric17 unique values
0 missing
SpMax3_Bh.s.numeric4 unique values
0 missing
Chi1_EA.ri.numeric24 unique values
0 missing
MATS1inumeric22 unique values
0 missing
SpMax4_Bh.s.numeric4 unique values
0 missing
CIC0numeric21 unique values
0 missing
MATS1mnumeric17 unique values
0 missing
Eta_C_Anumeric23 unique values
0 missing
CIC1numeric22 unique values
0 missing
MATS1snumeric17 unique values
0 missing
Eta_F_Anumeric25 unique values
0 missing
CIC2numeric25 unique values
0 missing
MATS1vnumeric17 unique values
0 missing
IC3numeric25 unique values
0 missing
CIDnumeric20 unique values
0 missing
MATS2enumeric17 unique values
0 missing
SIC4numeric19 unique values
0 missing
CMC.80numeric2 unique values
0 missing
MATS2inumeric22 unique values
0 missing
SIC5numeric19 unique values
0 missing
cRo5numeric2 unique values
0 missing
MATS2mnumeric22 unique values
0 missing
SpMax2_Bh.e.numeric21 unique values
0 missing
CSInumeric20 unique values
0 missing
MATS2pnumeric23 unique values
0 missing
SpMax2_Bh.i.numeric23 unique values
0 missing
DBInumeric10 unique values
0 missing
MATS2snumeric20 unique values
0 missing
X1Avnumeric18 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
MATS2vnumeric20 unique values
0 missing
BLInumeric21 unique values
0 missing
D.Dtr06numeric22 unique values
0 missing
MATS3enumeric21 unique values
0 missing
CIC4numeric22 unique values
0 missing
D.Dtr09numeric3 unique values
0 missing
MATS3inumeric23 unique values
0 missing
CIC5numeric22 unique values
0 missing
DECCnumeric17 unique values
0 missing
MATS3pnumeric22 unique values
0 missing
D.Dtr05numeric17 unique values
0 missing
DELSnumeric25 unique values
0 missing
MATS3snumeric21 unique values
0 missing
MATS3mnumeric21 unique values
0 missing
DLS_01numeric3 unique values
0 missing
MATS4inumeric24 unique values
0 missing
MATS3vnumeric22 unique values
0 missing
DLS_02numeric2 unique values
0 missing
MATS4mnumeric22 unique values
0 missing
MATS4snumeric23 unique values
0 missing
DLS_03numeric2 unique values
0 missing
MATS4pnumeric23 unique values
0 missing
X2vnumeric23 unique values
0 missing
DLS_04numeric4 unique values
0 missing
MATS4vnumeric24 unique values
0 missing
X3vnumeric25 unique values
0 missing
DLS_05numeric2 unique values
0 missing
MATS5enumeric23 unique values
0 missing
X4vnumeric25 unique values
0 missing
DLS_06numeric4 unique values
0 missing
MATS5inumeric24 unique values
0 missing
X5vnumeric25 unique values
0 missing
DLS_07numeric2 unique values
0 missing
MATS5mnumeric21 unique values
0 missing
ZM1Madnumeric23 unique values
0 missing
DLS_consnumeric9 unique values
0 missing
MATS5pnumeric25 unique values
0 missing
ATSC1snumeric23 unique values
0 missing
Dznumeric16 unique values
0 missing
MATS5vnumeric22 unique values
0 missing
GATS4snumeric25 unique values
0 missing
ECCnumeric17 unique values
0 missing
MATS6enumeric22 unique values
0 missing
MATS7vnumeric22 unique values
0 missing
Eig01_AEA.bo.numeric6 unique values
0 missing
MATS6inumeric19 unique values
0 missing
SaasCnumeric25 unique values
0 missing
Eig01_AEA.dm.numeric3 unique values
0 missing
MATS6mnumeric23 unique values
0 missing
SpMax7_Bh.s.numeric14 unique values
0 missing
Eig01_AEA.ed.numeric4 unique values
0 missing
MATS6pnumeric23 unique values
0 missing
Eig06_AEA.bo.numeric20 unique values
0 missing
Eig01_AEA.ri.numeric7 unique values
0 missing
MATS6snumeric24 unique values
0 missing
MATS1pnumeric22 unique values
0 missing
Eig01_EAnumeric5 unique values
0 missing
MATS6vnumeric23 unique values
0 missing
GATS4pnumeric24 unique values
0 missing
Eig01_EA.bo.numeric5 unique values
0 missing
MATS7enumeric24 unique values
0 missing
ATSC4snumeric25 unique values
0 missing
Eig01_EA.ed.numeric5 unique values
0 missing
MATS7inumeric22 unique values
0 missing
GATS5snumeric25 unique values
0 missing
Eig01_EA.ri.numeric9 unique values
0 missing
MATS7mnumeric25 unique values
0 missing
X2Avnumeric20 unique values
0 missing
Eig02_AEA.bo.numeric19 unique values
0 missing
MATS7pnumeric25 unique values
0 missing
X4Avnumeric18 unique values
0 missing
Eig02_AEA.dm.numeric9 unique values
0 missing
MATS7snumeric23 unique values
0 missing
IC1numeric23 unique values
0 missing
Eig02_AEA.ed.numeric14 unique values
0 missing
MATS8enumeric24 unique values
0 missing
BIC2numeric23 unique values
0 missing
Eig02_AEA.ri.numeric19 unique values
0 missing
MATS8inumeric22 unique values
0 missing
ARRnumeric18 unique values
0 missing
Eig02_EAnumeric17 unique values
0 missing
MATS8mnumeric25 unique values
0 missing
Eta_betaP_Anumeric18 unique values
0 missing
Eig02_EA.bo.numeric16 unique values
0 missing
MATS8pnumeric25 unique values
0 missing
Eta_L_Anumeric19 unique values
0 missing
Eig02_EA.ed.numeric16 unique values
0 missing
MATS8snumeric23 unique values
0 missing
GATS5enumeric24 unique values
0 missing
Eig02_EA.ri.numeric19 unique values
0 missing
MAXDNnumeric23 unique values
0 missing
PCRnumeric21 unique values
0 missing
Eig03_AEA.bo.numeric22 unique values
0 missing
MAXDPnumeric25 unique values
0 missing
SpMax4_Bh.m.numeric22 unique values
0 missing
Eig03_AEA.ed.numeric18 unique values
0 missing
MCDnumeric15 unique values
0 missing
SpMax5_Bh.e.numeric15 unique values
0 missing
Eig03_AEA.ri.numeric21 unique values
0 missing
MDDDnumeric22 unique values
0 missing
GATS3inumeric21 unique values
0 missing
Eig03_EAnumeric22 unique values
0 missing
Menumeric12 unique values
0 missing
JGI2numeric16 unique values
0 missing
Eig03_EA.bo.numeric20 unique values
0 missing
Minumeric9 unique values
0 missing
GATS7enumeric25 unique values
0 missing
Eig03_EA.dm.numeric8 unique values
0 missing
MLOGPnumeric20 unique values
0 missing
Eig06_EA.bo.numeric20 unique values
0 missing
Eig03_EA.ed.numeric22 unique values
0 missing
MLOGP2numeric20 unique values
0 missing
SpMax4_Bh.e.numeric21 unique values
0 missing
Eig03_EA.ri.numeric24 unique values
0 missing
Mpnumeric16 unique values
0 missing
SpMax4_Bh.i.numeric17 unique values
0 missing
Eig04_AEA.bo.numeric22 unique values
0 missing
MPC01numeric12 unique values
0 missing
SpMax4_Bh.p.numeric19 unique values
0 missing
Eig04_AEA.dm.numeric16 unique values
0 missing
MPC02numeric13 unique values
0 missing
SpMax4_Bh.v.numeric17 unique values
0 missing
Eig04_AEA.ed.numeric20 unique values
0 missing
MPC03numeric14 unique values
0 missing
SpMax5_Bh.i.numeric17 unique values
0 missing
Eig04_AEA.ri.numeric24 unique values
0 missing
MPC04numeric11 unique values
0 missing
SpMax5_Bh.p.numeric14 unique values
0 missing
Eig04_EAnumeric21 unique values
0 missing
MPC05numeric14 unique values
0 missing
SpMax5_Bh.v.numeric17 unique values
0 missing
Eig04_EA.bo.numeric22 unique values
0 missing
MPC06numeric17 unique values
0 missing
SsssNnumeric15 unique values
0 missing
Eig04_EA.dm.numeric3 unique values
0 missing
MPC07numeric16 unique values
0 missing
ATSC5enumeric24 unique values
0 missing
Eig04_EA.ed.numeric20 unique values
0 missing
MPC08numeric18 unique values
0 missing
Eta_FLnumeric21 unique values
0 missing
Eig04_EA.ri.numeric24 unique values
0 missing
MPC09numeric17 unique values
0 missing
GATS2mnumeric23 unique values
0 missing
Eig05_AEA.bo.numeric16 unique values
0 missing
MPC10numeric19 unique values
0 missing
SpMax2_Bh.p.numeric18 unique values
0 missing
Eig05_AEA.dm.numeric24 unique values
0 missing
MSDnumeric21 unique values
0 missing
X3Avnumeric18 unique values
0 missing
Eig05_AEA.ed.numeric21 unique values
0 missing
Mvnumeric18 unique values
0 missing
SIC2numeric24 unique values
0 missing
Eig05_AEA.ri.numeric24 unique values
0 missing
MWnumeric21 unique values
0 missing
GNarnumeric14 unique values
0 missing
Eig05_EAnumeric20 unique values
0 missing
MWC01numeric12 unique values
0 missing
SpMAD_EA.bo.numeric22 unique values
0 missing
Eig05_EA.bo.numeric17 unique values
0 missing
MWC02numeric15 unique values
0 missing
C.006numeric4 unique values
0 missing
Eig05_EA.dm.numeric4 unique values
0 missing
MWC03numeric18 unique values
0 missing
MATS8vnumeric23 unique values
0 missing
Eig05_EA.ed.numeric22 unique values
0 missing
MWC04numeric20 unique values
0 missing
AACnumeric19 unique values
0 missing
Eig05_EA.ri.numeric25 unique values
0 missing
MWC05numeric21 unique values
0 missing
AECCnumeric17 unique values
0 missing
Eig06_AEA.dm.numeric24 unique values
0 missing
MWC06numeric20 unique values
0 missing
ALOGPnumeric23 unique values
0 missing
Eig06_AEA.ed.numeric18 unique values
0 missing
MWC07numeric22 unique values
0 missing
ALOGP2numeric23 unique values
0 missing
Eig06_AEA.ri.numeric22 unique values
0 missing
MWC08numeric20 unique values
0 missing
AMRnumeric23 unique values
0 missing
Eig06_EAnumeric21 unique values
0 missing
MWC09numeric22 unique values
0 missing
AMWnumeric21 unique values
0 missing
Eig06_EA.ed.numeric20 unique values
0 missing
MWC10numeric20 unique values
0 missing
ATS1enumeric20 unique values
0 missing
Eig06_EA.ri.numeric21 unique values
0 missing
N.numeric11 unique values
0 missing
ATS1inumeric21 unique values
0 missing
Eig07_AEA.bo.numeric20 unique values
0 missing
N.075numeric3 unique values
0 missing
ATS1mnumeric22 unique values
0 missing
Eig07_AEA.dm.numeric22 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
ATS1pnumeric21 unique values
0 missing
Eig07_AEA.ed.numeric20 unique values
0 missing
NaaCHnumeric6 unique values
0 missing
ATS1snumeric21 unique values
0 missing
Eig07_AEA.ri.numeric24 unique values
0 missing
NaaNnumeric3 unique values
0 missing
ATS1vnumeric21 unique values
0 missing
Eig07_EAnumeric20 unique values
0 missing
NaaSnumeric3 unique values
0 missing
ATS2enumeric21 unique values
0 missing
Eig07_EA.bo.numeric23 unique values
0 missing
NaasCnumeric4 unique values
0 missing
ATS2inumeric20 unique values
0 missing
Eig07_EA.ed.numeric20 unique values
0 missing
nABnumeric7 unique values
0 missing
ATS2mnumeric23 unique values
0 missing
Eig07_EA.ri.numeric25 unique values
0 missing
nArCONH2numeric2 unique values
0 missing
ATS2pnumeric22 unique values
0 missing
Eig08_AEA.bo.numeric23 unique values
0 missing
nArCONHRnumeric2 unique values
0 missing
ATS2snumeric22 unique values
0 missing
Eig08_AEA.dm.numeric13 unique values
0 missing
nArCONR2numeric2 unique values
0 missing
ATS2vnumeric23 unique values
0 missing
Eig08_AEA.ed.numeric14 unique values
0 missing
nArORnumeric2 unique values
0 missing
ATS3enumeric22 unique values
0 missing
Eig08_AEA.ri.numeric16 unique values
0 missing
nATnumeric14 unique values
0 missing
ATS3inumeric22 unique values
0 missing
Eig08_EAnumeric17 unique values
0 missing
nBMnumeric8 unique values
0 missing
ATS3mnumeric21 unique values
0 missing
Eig08_EA.bo.numeric23 unique values
0 missing
nBnznumeric3 unique values
0 missing
ATS3pnumeric23 unique values
0 missing
Eig08_EA.ed.numeric20 unique values
0 missing
nBOnumeric12 unique values
0 missing
ATS3snumeric24 unique values
0 missing
Eig08_EA.ri.numeric16 unique values
0 missing
nBTnumeric14 unique values
0 missing
ATS3vnumeric22 unique values
0 missing
Eig09_AEA.bo.numeric19 unique values
0 missing
nCnumeric11 unique values
0 missing
ATS4enumeric23 unique values
0 missing
Eig09_AEA.dm.numeric21 unique values
0 missing
nCarnumeric6 unique values
0 missing
ATS4inumeric23 unique values
0 missing
Eig09_AEA.ed.numeric20 unique values
0 missing
nCb.numeric5 unique values
0 missing
ATS4mnumeric24 unique values
0 missing
Eig09_AEA.ri.numeric25 unique values
0 missing
nCbHnumeric5 unique values
0 missing
ATS4pnumeric25 unique values
0 missing
Eig09_EAnumeric22 unique values
0 missing
nCconjnumeric2 unique values
0 missing
ATS4snumeric24 unique values
0 missing
Eig09_EA.bo.numeric18 unique values
0 missing
nCICnumeric3 unique values
0 missing
ATS4vnumeric25 unique values
0 missing
Eig09_EA.ed.numeric20 unique values
0 missing
nCIRnumeric3 unique values
0 missing
ATS5enumeric24 unique values
0 missing
Eig09_EA.ri.numeric25 unique values
0 missing
nCpnumeric4 unique values
0 missing
ATS5inumeric24 unique values
0 missing
Eig10_AEA.bo.numeric17 unique values
0 missing
nCrsnumeric4 unique values
0 missing
ATS5mnumeric25 unique values
0 missing
Eig10_AEA.dm.numeric18 unique values
0 missing
nCsnumeric6 unique values
0 missing
ATS5pnumeric25 unique values
0 missing
Eig10_AEA.ed.numeric21 unique values
0 missing
nCsp2numeric8 unique values
0 missing
ATS5snumeric25 unique values
0 missing
Eig10_AEA.ri.numeric22 unique values
0 missing
nCsp3numeric7 unique values
0 missing
ATS5vnumeric25 unique values
0 missing
Eig10_EAnumeric19 unique values
0 missing
nCtnumeric2 unique values
0 missing
ATS6enumeric24 unique values
0 missing
Eig10_EA.bo.numeric17 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
ATS6inumeric24 unique values
0 missing
Eig10_EA.ed.numeric22 unique values
0 missing
nHnumeric11 unique values
0 missing
ATS6mnumeric22 unique values
0 missing
Eig10_EA.ri.numeric21 unique values
0 missing
nHAccnumeric3 unique values
0 missing
ATS6pnumeric25 unique values
0 missing
Eig11_AEA.bo.numeric16 unique values
0 missing
nHDonnumeric3 unique values
0 missing
ATS6snumeric25 unique values
0 missing
Eig11_AEA.dm.numeric15 unique values
0 missing
nHetnumeric4 unique values
0 missing
ATS6vnumeric24 unique values
0 missing
Eig11_AEA.ed.numeric16 unique values
0 missing
nHMnumeric3 unique values
0 missing
ATS7enumeric25 unique values
0 missing
Eig11_AEA.ri.numeric15 unique values
0 missing
nNnumeric3 unique values
0 missing
ATS7inumeric25 unique values
0 missing
Eig11_EAnumeric15 unique values
0 missing
NNRSnumeric2 unique values
0 missing
ATS7mnumeric23 unique values
0 missing
Eig11_EA.bo.numeric14 unique values
0 missing
nPyridinesnumeric2 unique values
0 missing
ATS7pnumeric23 unique values
0 missing
Eig11_EA.ed.numeric18 unique values
0 missing
nPyrrolidinesnumeric2 unique values
0 missing
ATS7snumeric25 unique values
0 missing
Eig11_EA.ri.numeric15 unique values
0 missing
nR03numeric2 unique values
0 missing
ATS7vnumeric24 unique values
0 missing
Eig12_AEA.bo.numeric15 unique values
0 missing
nR05numeric3 unique values
0 missing
ATS8enumeric24 unique values
0 missing
Eig12_AEA.dm.numeric16 unique values
0 missing
nR06numeric3 unique values
0 missing
ATS8inumeric23 unique values
0 missing
Eig12_AEA.ed.numeric12 unique values
0 missing
nR09numeric2 unique values
0 missing
ATS8mnumeric25 unique values
0 missing
Eig12_AEA.ri.numeric18 unique values
0 missing
nRCONR2numeric2 unique values
0 missing
ATS8pnumeric24 unique values
0 missing
Eig12_EAnumeric14 unique values
0 missing
nRORnumeric2 unique values
0 missing
ATS8snumeric25 unique values
0 missing
Eig12_EA.bo.numeric18 unique values
0 missing
NRSnumeric2 unique values
0 missing
ATS8vnumeric25 unique values
0 missing
Eig12_EA.ed.numeric12 unique values
0 missing
nSnumeric3 unique values
0 missing
ATSC1enumeric14 unique values
0 missing
Eig12_EA.ri.numeric18 unique values
0 missing
NsCH3numeric4 unique values
0 missing
ATSC1inumeric22 unique values
0 missing
Eig13_AEA.bo.numeric11 unique values
0 missing
nSKnumeric11 unique values
0 missing
ATSC1mnumeric22 unique values
0 missing
Eig13_AEA.dm.numeric14 unique values
0 missing
NsNH2numeric2 unique values
0 missing
ATSC1pnumeric22 unique values
0 missing
Eig13_AEA.ed.numeric13 unique values
0 missing
NssCH2numeric5 unique values
0 missing
ATSC1vnumeric22 unique values
0 missing
Eig13_AEA.ri.numeric16 unique values
0 missing
NssNHnumeric2 unique values
0 missing
ATSC2enumeric20 unique values
0 missing
Eig13_EAnumeric14 unique values
0 missing
NssOnumeric2 unique values
0 missing
ATSC2inumeric21 unique values
0 missing
Eig13_EA.bo.numeric12 unique values
0 missing
NsssCHnumeric3 unique values
0 missing
ATSC2mnumeric23 unique values
0 missing
Eig13_EA.ed.numeric11 unique values
0 missing
NsssNnumeric2 unique values
0 missing
ATSC2pnumeric23 unique values
0 missing
Eig13_EA.ri.numeric16 unique values
0 missing
nThiazolesnumeric2 unique values
0 missing
ATSC2snumeric23 unique values
0 missing
Eig14_AEA.bo.numeric14 unique values
0 missing
nThiophenesnumeric2 unique values
0 missing
ATSC2vnumeric23 unique values
0 missing
Eig14_AEA.dm.numeric13 unique values
0 missing
O.059numeric2 unique values
0 missing
ATSC3enumeric22 unique values
0 missing
Eig14_AEA.ed.numeric16 unique values
0 missing
O.060numeric2 unique values
0 missing
ATSC3inumeric23 unique values
0 missing
Eig14_AEA.ri.numeric19 unique values
0 missing
ON0numeric13 unique values
0 missing
ATSC3mnumeric23 unique values
0 missing
Eig14_EAnumeric16 unique values
0 missing
ON0Vnumeric20 unique values
0 missing
ATSC3pnumeric23 unique values
0 missing
Eig14_EA.bo.numeric18 unique values
0 missing
ON1numeric18 unique values
0 missing
ATSC3snumeric25 unique values
0 missing
Eig14_EA.ed.numeric16 unique values
0 missing
ON1Vnumeric21 unique values
0 missing
ATSC3vnumeric23 unique values
0 missing
Eig14_EA.ri.numeric18 unique values
0 missing
PCDnumeric21 unique values
0 missing
ATSC4enumeric22 unique values
0 missing
Eig15_AEA.bo.numeric11 unique values
0 missing
PDInumeric18 unique values
0 missing
ATSC4inumeric25 unique values
0 missing
Eig15_AEA.dm.numeric15 unique values
0 missing
PHInumeric21 unique values
0 missing
ATSC4mnumeric25 unique values
0 missing
Eig15_AEA.ed.numeric18 unique values
0 missing
piIDnumeric21 unique values
0 missing
ATSC4pnumeric25 unique values
0 missing
Eig15_AEA.ri.numeric24 unique values
0 missing
piPC01numeric16 unique values
0 missing
ATSC4vnumeric25 unique values
0 missing
Eig15_EAnumeric20 unique values
0 missing
piPC02numeric19 unique values
0 missing
ATSC5inumeric25 unique values
0 missing
Eig15_EA.bo.numeric17 unique values
0 missing
piPC03numeric20 unique values
0 missing
ATSC5mnumeric25 unique values
0 missing
Eig15_EA.ed.numeric16 unique values
0 missing
piPC04numeric19 unique values
0 missing
ATSC5pnumeric25 unique values
0 missing
Eig15_EA.ri.numeric21 unique values
0 missing
piPC05numeric23 unique values
0 missing
ATSC5vnumeric25 unique values
0 missing
Eta_alphanumeric18 unique values
0 missing
piPC06numeric23 unique values
0 missing
ATSC6enumeric23 unique values
0 missing
Eta_Bnumeric11 unique values
0 missing
piPC07numeric23 unique values
0 missing
ATSC6inumeric25 unique values
0 missing
Eta_B_Anumeric9 unique values
0 missing
piPC08numeric23 unique values
0 missing
ATSC6mnumeric25 unique values
0 missing
Eta_betanumeric21 unique values
0 missing
piPC09numeric23 unique values
0 missing
ATSC6pnumeric25 unique values
0 missing
Eta_betaPnumeric8 unique values
0 missing
piPC10numeric23 unique values
0 missing
ATSC6snumeric25 unique values
0 missing
Eta_betaSnumeric19 unique values
0 missing
PJI2numeric4 unique values
0 missing
ATSC6vnumeric25 unique values
0 missing
Eta_betaS_Anumeric19 unique values
0 missing
Polnumeric13 unique values
0 missing
ATSC7enumeric24 unique values
0 missing
Eta_Cnumeric25 unique values
0 missing
Psi_e_0numeric25 unique values
0 missing
ATSC7inumeric25 unique values
0 missing
Eta_epsinumeric21 unique values
0 missing
Psi_e_1numeric25 unique values
0 missing
ATSC7mnumeric25 unique values
0 missing
Eta_epsi_Anumeric18 unique values
0 missing
Psi_i_0numeric22 unique values
0 missing
ATSC7pnumeric25 unique values
0 missing
Eta_Fnumeric24 unique values
0 missing
Psi_i_1numeric23 unique values
0 missing
ATSC7snumeric25 unique values
0 missing
Eta_Lnumeric23 unique values
0 missing
Psi_i_snumeric21 unique values
0 missing
ATSC7vnumeric25 unique values
0 missing
Eta_sh_pnumeric19 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
ATSC8enumeric23 unique values
0 missing
Eta_sh_xnumeric13 unique values
0 missing
P_VSA_e_1numeric12 unique values
0 missing
ATSC8inumeric25 unique values
0 missing
Eta_sh_ynumeric18 unique values
0 missing
P_VSA_e_2numeric22 unique values
0 missing
ATSC8mnumeric25 unique values
0 missing
GATS1enumeric19 unique values
0 missing
P_VSA_e_3numeric6 unique values
0 missing
ATSC8pnumeric25 unique values
0 missing
GATS1inumeric21 unique values
0 missing
P_VSA_i_1numeric3 unique values
0 missing
ATSC8snumeric25 unique values
0 missing
GATS1mnumeric22 unique values
0 missing
P_VSA_i_2numeric22 unique values
0 missing
ATSC8vnumeric25 unique values
0 missing
GATS1pnumeric20 unique values
0 missing
P_VSA_i_3numeric15 unique values
0 missing
BACnumeric9 unique values
0 missing
GATS1snumeric19 unique values
0 missing
P_VSA_i_4numeric6 unique values
0 missing
BBInumeric13 unique values
0 missing
GATS1vnumeric20 unique values
0 missing
BIC0numeric19 unique values
0 missing
GATS2enumeric19 unique values
0 missing
BIC1numeric19 unique values
0 missing
GATS2inumeric22 unique values
0 missing
BIDnumeric12 unique values
0 missing
GATS2pnumeric22 unique values
0 missing
BLTA96numeric19 unique values
0 missing
GATS2snumeric19 unique values
0 missing
BLTD48numeric19 unique values
0 missing
GATS2vnumeric20 unique values
0 missing
BLTF96numeric20 unique values
0 missing
GATS3enumeric22 unique values
0 missing
C.numeric18 unique values
0 missing
GATS3mnumeric21 unique values
0 missing
C.001numeric4 unique values
0 missing
GATS3pnumeric22 unique values
0 missing
C.002numeric6 unique values
0 missing
GATS3snumeric19 unique values
0 missing
C.003numeric2 unique values
0 missing
GATS3vnumeric21 unique values
0 missing
C.005numeric3 unique values
0 missing
GATS4enumeric25 unique values
0 missing
C.008numeric2 unique values
0 missing
GATS4inumeric24 unique values
0 missing
C.024numeric6 unique values
0 missing
GATS4mnumeric24 unique values
0 missing
C.025numeric3 unique values
0 missing
GATS4vnumeric25 unique values
0 missing
C.026numeric3 unique values
0 missing
GATS5inumeric25 unique values
0 missing
C.027numeric2 unique values
0 missing
GATS5mnumeric24 unique values
0 missing
C.028numeric2 unique values
0 missing
GATS5pnumeric25 unique values
0 missing
C.033numeric2 unique values
0 missing
GATS5vnumeric25 unique values
0 missing
C.034numeric2 unique values
0 missing
GATS6enumeric24 unique values
0 missing
C.035numeric2 unique values
0 missing
GATS6inumeric24 unique values
0 missing
C.042numeric2 unique values
0 missing
GATS6mnumeric25 unique values
0 missing
C.043numeric2 unique values
0 missing
GATS6pnumeric23 unique values
0 missing
C.044numeric2 unique values
0 missing
GATS6snumeric24 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS6vnumeric22 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS7inumeric23 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS7mnumeric25 unique values
0 missing
CATS2D_01_LLnumeric8 unique values
0 missing
GATS7pnumeric24 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
GATS7snumeric24 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
GATS7vnumeric24 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
GATS8enumeric23 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS8inumeric21 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
GATS8mnumeric24 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
GATS8pnumeric22 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS8snumeric25 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS8vnumeric24 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
GGI1numeric6 unique values
0 missing
CATS2D_03_DLnumeric3 unique values
0 missing
GGI10numeric19 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
GGI2numeric10 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GGI3numeric17 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GGI4numeric18 unique values
0 missing
CATS2D_04_ALnumeric10 unique values
0 missing
GGI5numeric20 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
GGI6numeric19 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
GGI7numeric22 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GGI8numeric20 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GGI9numeric20 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
GMTInumeric22 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GMTIVnumeric25 unique values
0 missing
CATS2D_05_LLnumeric13 unique values
0 missing
H.numeric15 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
H.046numeric6 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
H.047numeric11 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
25
Number of instances (rows) of the dataset.
NumberOfFeatures
718
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
717
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
28.72
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.53
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
0.62
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.64
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
35.91
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
0.42
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.17
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.2
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
25
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.28
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
42071.6
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
2.34
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
99.86
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
6.06
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.14
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
5
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
1.08
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
9926.7
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.55
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.69
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
0.74
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
2.14
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
148.43
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.17
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.1
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.08
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-CHEMBL5743
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5743
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5743
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5743
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5743
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5743
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5743
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5743
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5743
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5743
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5743
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5743
0 runs - estimation_procedure: 50 times Clustering
Define a new task