Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3618

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3618

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: CHEMBL3618 (TID: 11387), and it has 16 rows and 721 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.

723 features

pXC50 (target)numeric14 unique values
0 missing
molecule_id (row identifier)nominal16 unique values
0 missing
Chi0_EA.ri.numeric16 unique values
0 missing
IACnumeric16 unique values
0 missing
ALOGPnumeric16 unique values
0 missing
Chi1_AEA.bo.numeric15 unique values
0 missing
IC1numeric15 unique values
0 missing
ALOGP2numeric16 unique values
0 missing
Chi1_AEA.dm.numeric15 unique values
0 missing
IC2numeric15 unique values
0 missing
CIC4numeric15 unique values
0 missing
Chi1_AEA.ed.numeric15 unique values
0 missing
IC3numeric15 unique values
0 missing
GATS3mnumeric16 unique values
0 missing
Chi1_AEA.ri.numeric15 unique values
0 missing
IC4numeric16 unique values
0 missing
MATS3snumeric16 unique values
0 missing
Chi1_EAnumeric15 unique values
0 missing
IC5numeric16 unique values
0 missing
MATS8pnumeric15 unique values
0 missing
Chi1_EA.bo.numeric16 unique values
0 missing
ICRnumeric16 unique values
0 missing
SaaCHnumeric16 unique values
0 missing
Chi1_EA.dm.numeric16 unique values
0 missing
IDDEnumeric15 unique values
0 missing
SIC4numeric14 unique values
0 missing
Chi1_EA.ed.numeric16 unique values
0 missing
IDDMnumeric14 unique values
0 missing
SIC5numeric14 unique values
0 missing
Chi1_EA.ri.numeric16 unique values
0 missing
IDEnumeric16 unique values
0 missing
P_VSA_s_6numeric15 unique values
0 missing
CIC0numeric16 unique values
0 missing
IDETnumeric16 unique values
0 missing
TPSA.Tot.numeric15 unique values
0 missing
CIC1numeric16 unique values
0 missing
IDMnumeric16 unique values
0 missing
MATS5enumeric16 unique values
0 missing
CIC2numeric15 unique values
0 missing
IDMTnumeric16 unique values
0 missing
SpMax8_Bh.p.numeric14 unique values
0 missing
CIC3numeric14 unique values
0 missing
Infective.80numeric2 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
CIDnumeric16 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
Eta_epsi_Anumeric15 unique values
0 missing
Cl.089numeric4 unique values
0 missing
ISIZnumeric12 unique values
0 missing
GATS6mnumeric15 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IVDMnumeric15 unique values
0 missing
P_VSA_p_2numeric15 unique values
0 missing
cRo5numeric2 unique values
0 missing
JGI1numeric13 unique values
0 missing
GATS8vnumeric16 unique values
0 missing
CSInumeric16 unique values
0 missing
JGI10numeric5 unique values
0 missing
AACnumeric16 unique values
0 missing
DBInumeric12 unique values
0 missing
JGI2numeric9 unique values
0 missing
ATSC5enumeric15 unique values
0 missing
D.Dtr05numeric15 unique values
0 missing
JGI3numeric10 unique values
0 missing
CIC5numeric15 unique values
0 missing
D.Dtr06numeric16 unique values
0 missing
JGI4numeric12 unique values
0 missing
Eig02_AEA.dm.numeric11 unique values
0 missing
D.Dtr09numeric8 unique values
0 missing
JGI5numeric9 unique values
0 missing
GATS5enumeric15 unique values
0 missing
D.Dtr12numeric2 unique values
0 missing
JGI6numeric8 unique values
0 missing
GATS8pnumeric16 unique values
0 missing
DECCnumeric16 unique values
0 missing
JGI7numeric8 unique values
0 missing
IC0numeric16 unique values
0 missing
DELSnumeric16 unique values
0 missing
JGI8numeric7 unique values
0 missing
IVDEnumeric14 unique values
0 missing
DLS_01numeric3 unique values
0 missing
JGI9numeric5 unique values
0 missing
MATS3enumeric16 unique values
0 missing
DLS_02numeric4 unique values
0 missing
JGTnumeric15 unique values
0 missing
Menumeric13 unique values
0 missing
DLS_03numeric2 unique values
0 missing
LLS_01numeric3 unique values
0 missing
SsssNnumeric13 unique values
0 missing
DLS_04numeric7 unique values
0 missing
LLS_02numeric4 unique values
0 missing
BIC4numeric15 unique values
0 missing
DLS_05numeric3 unique values
0 missing
LOCnumeric16 unique values
0 missing
C.001numeric3 unique values
0 missing
DLS_06numeric3 unique values
0 missing
LPRSnumeric16 unique values
0 missing
HNarnumeric14 unique values
0 missing
DLS_07numeric2 unique values
0 missing
MATS1enumeric15 unique values
0 missing
SpMax8_Bh.m.numeric15 unique values
0 missing
DLS_consnumeric11 unique values
0 missing
MATS1inumeric16 unique values
0 missing
ATS2enumeric15 unique values
0 missing
Dznumeric15 unique values
0 missing
MATS1mnumeric15 unique values
0 missing
ATS2inumeric16 unique values
0 missing
ECCnumeric15 unique values
0 missing
MATS1pnumeric16 unique values
0 missing
ATS4enumeric16 unique values
0 missing
Eig01_AEA.bo.numeric12 unique values
0 missing
MATS1snumeric15 unique values
0 missing
ATS4inumeric16 unique values
0 missing
Eig01_AEA.dm.numeric13 unique values
0 missing
MATS1vnumeric16 unique values
0 missing
ATS8enumeric16 unique values
0 missing
Eig01_AEA.ed.numeric12 unique values
0 missing
MATS2enumeric16 unique values
0 missing
ATS8inumeric16 unique values
0 missing
Eig01_AEA.ri.numeric13 unique values
0 missing
MATS2inumeric16 unique values
0 missing
ATSC1enumeric16 unique values
0 missing
Eig01_EAnumeric12 unique values
0 missing
MATS2mnumeric16 unique values
0 missing
AECCnumeric15 unique values
0 missing
Eig01_EA.bo.numeric13 unique values
0 missing
MATS2pnumeric16 unique values
0 missing
AMRnumeric16 unique values
0 missing
Eig01_EA.dm.numeric9 unique values
0 missing
MATS2snumeric15 unique values
0 missing
AMWnumeric16 unique values
0 missing
Eig01_EA.ed.numeric12 unique values
0 missing
MATS2vnumeric16 unique values
0 missing
ARRnumeric14 unique values
0 missing
Eig01_EA.ri.numeric11 unique values
0 missing
MATS3inumeric16 unique values
0 missing
ATS1enumeric16 unique values
0 missing
Eig02_AEA.bo.numeric12 unique values
0 missing
MATS3mnumeric16 unique values
0 missing
ATS1inumeric16 unique values
0 missing
Eig02_AEA.ed.numeric12 unique values
0 missing
MATS3pnumeric16 unique values
0 missing
ATS1mnumeric16 unique values
0 missing
Eig02_AEA.ri.numeric15 unique values
0 missing
MATS3vnumeric16 unique values
0 missing
ATS1pnumeric16 unique values
0 missing
Eig02_EAnumeric13 unique values
0 missing
MATS4enumeric15 unique values
0 missing
ATS1snumeric16 unique values
0 missing
Eig02_EA.bo.numeric14 unique values
0 missing
MATS4inumeric15 unique values
0 missing
ATS1vnumeric16 unique values
0 missing
Eig02_EA.dm.numeric5 unique values
0 missing
MATS4mnumeric16 unique values
0 missing
ATS2mnumeric15 unique values
0 missing
Eig02_EA.ed.numeric12 unique values
0 missing
MATS4pnumeric16 unique values
0 missing
ATS2pnumeric16 unique values
0 missing
Eig02_EA.ri.numeric15 unique values
0 missing
MATS4snumeric16 unique values
0 missing
ATS2snumeric16 unique values
0 missing
Eig03_AEA.bo.numeric15 unique values
0 missing
MATS4vnumeric15 unique values
0 missing
ATS2vnumeric16 unique values
0 missing
Eig03_AEA.dm.numeric16 unique values
0 missing
MATS5inumeric16 unique values
0 missing
ATS3enumeric16 unique values
0 missing
Eig03_AEA.ed.numeric16 unique values
0 missing
MATS5mnumeric16 unique values
0 missing
ATS3inumeric16 unique values
0 missing
Eig03_AEA.ri.numeric15 unique values
0 missing
MATS5pnumeric16 unique values
0 missing
ATS3mnumeric16 unique values
0 missing
Eig03_EAnumeric15 unique values
0 missing
MATS5snumeric15 unique values
0 missing
ATS3pnumeric16 unique values
0 missing
Eig03_EA.bo.numeric13 unique values
0 missing
MATS5vnumeric16 unique values
0 missing
ATS3snumeric16 unique values
0 missing
Eig03_EA.dm.numeric9 unique values
0 missing
MATS6enumeric16 unique values
0 missing
ATS3vnumeric16 unique values
0 missing
Eig03_EA.ed.numeric16 unique values
0 missing
MATS6inumeric16 unique values
0 missing
ATS4mnumeric16 unique values
0 missing
Eig03_EA.ri.numeric15 unique values
0 missing
MATS6mnumeric16 unique values
0 missing
ATS4pnumeric15 unique values
0 missing
Eig04_AEA.bo.numeric14 unique values
0 missing
MATS6pnumeric16 unique values
0 missing
ATS4snumeric16 unique values
0 missing
Eig04_AEA.dm.numeric16 unique values
0 missing
MATS6snumeric15 unique values
0 missing
ATS4vnumeric16 unique values
0 missing
Eig04_AEA.ed.numeric11 unique values
0 missing
MATS6vnumeric16 unique values
0 missing
ATS5enumeric16 unique values
0 missing
Eig04_AEA.ri.numeric15 unique values
0 missing
MATS7enumeric15 unique values
0 missing
ATS5inumeric16 unique values
0 missing
Eig04_EAnumeric15 unique values
0 missing
MATS7inumeric16 unique values
0 missing
ATS5mnumeric16 unique values
0 missing
Eig04_EA.bo.numeric15 unique values
0 missing
MATS7mnumeric16 unique values
0 missing
ATS5pnumeric16 unique values
0 missing
Eig04_EA.dm.numeric10 unique values
0 missing
MATS7pnumeric16 unique values
0 missing
ATS5snumeric16 unique values
0 missing
Eig04_EA.ed.numeric12 unique values
0 missing
MATS7snumeric15 unique values
0 missing
ATS5vnumeric16 unique values
0 missing
Eig04_EA.ri.numeric16 unique values
0 missing
MATS7vnumeric15 unique values
0 missing
ATS6enumeric16 unique values
0 missing
Eig05_AEA.bo.numeric13 unique values
0 missing
MATS8enumeric16 unique values
0 missing
ATS6inumeric16 unique values
0 missing
Eig05_AEA.dm.numeric15 unique values
0 missing
MATS8inumeric16 unique values
0 missing
ATS6mnumeric16 unique values
0 missing
Eig05_AEA.ed.numeric14 unique values
0 missing
MATS8mnumeric16 unique values
0 missing
ATS6pnumeric16 unique values
0 missing
Eig05_AEA.ri.numeric16 unique values
0 missing
MATS8snumeric15 unique values
0 missing
ATS6snumeric16 unique values
0 missing
Eig05_EAnumeric15 unique values
0 missing
MATS8vnumeric16 unique values
0 missing
ATS6vnumeric16 unique values
0 missing
Eig05_EA.bo.numeric12 unique values
0 missing
MAXDNnumeric15 unique values
0 missing
ATS7enumeric16 unique values
0 missing
Eig05_EA.dm.numeric7 unique values
0 missing
MAXDPnumeric16 unique values
0 missing
ATS7inumeric16 unique values
0 missing
Eig05_EA.ed.numeric16 unique values
0 missing
MCDnumeric14 unique values
0 missing
ATS7mnumeric16 unique values
0 missing
Eig05_EA.ri.numeric16 unique values
0 missing
MDDDnumeric16 unique values
0 missing
ATS7pnumeric16 unique values
0 missing
Eig06_AEA.bo.numeric14 unique values
0 missing
Minumeric14 unique values
0 missing
ATS7snumeric16 unique values
0 missing
Eig06_AEA.dm.numeric15 unique values
0 missing
MLOGPnumeric16 unique values
0 missing
ATS7vnumeric16 unique values
0 missing
Eig06_AEA.ed.numeric13 unique values
0 missing
MLOGP2numeric16 unique values
0 missing
ATS8mnumeric16 unique values
0 missing
Eig06_AEA.ri.numeric16 unique values
0 missing
Mpnumeric16 unique values
0 missing
ATS8pnumeric16 unique values
0 missing
Eig06_EAnumeric16 unique values
0 missing
MPC01numeric9 unique values
0 missing
ATS8snumeric16 unique values
0 missing
Eig06_EA.bo.numeric13 unique values
0 missing
MPC02numeric12 unique values
0 missing
ATS8vnumeric16 unique values
0 missing
Eig06_EA.dm.numeric5 unique values
0 missing
MPC03numeric15 unique values
0 missing
ATSC1inumeric16 unique values
0 missing
Eig06_EA.ed.numeric15 unique values
0 missing
MPC04numeric16 unique values
0 missing
ATSC1mnumeric16 unique values
0 missing
Eig06_EA.ri.numeric16 unique values
0 missing
MPC05numeric14 unique values
0 missing
ATSC1pnumeric16 unique values
0 missing
Eig07_AEA.bo.numeric16 unique values
0 missing
MPC06numeric14 unique values
0 missing
ATSC1snumeric16 unique values
0 missing
Eig07_AEA.dm.numeric16 unique values
0 missing
MPC07numeric14 unique values
0 missing
ATSC1vnumeric16 unique values
0 missing
Eig07_AEA.ed.numeric15 unique values
0 missing
MPC08numeric15 unique values
0 missing
ATSC2enumeric16 unique values
0 missing
Eig07_AEA.ri.numeric15 unique values
0 missing
MPC09numeric16 unique values
0 missing
ATSC2inumeric16 unique values
0 missing
Eig07_EAnumeric16 unique values
0 missing
MPC10numeric16 unique values
0 missing
ATSC2mnumeric16 unique values
0 missing
Eig07_EA.bo.numeric16 unique values
0 missing
MSDnumeric16 unique values
0 missing
ATSC2pnumeric16 unique values
0 missing
Eig07_EA.dm.numeric4 unique values
0 missing
Mvnumeric14 unique values
0 missing
ATSC2snumeric16 unique values
0 missing
Eig07_EA.ed.numeric16 unique values
0 missing
MWnumeric16 unique values
0 missing
ATSC2vnumeric16 unique values
0 missing
Eig07_EA.ri.numeric16 unique values
0 missing
MWC01numeric9 unique values
0 missing
ATSC3enumeric16 unique values
0 missing
Eig08_AEA.bo.numeric14 unique values
0 missing
MWC02numeric13 unique values
0 missing
ATSC3inumeric16 unique values
0 missing
Eig08_AEA.dm.numeric14 unique values
0 missing
MWC03numeric14 unique values
0 missing
ATSC3mnumeric16 unique values
0 missing
Eig08_AEA.ed.numeric13 unique values
0 missing
MWC04numeric16 unique values
0 missing
ATSC3pnumeric16 unique values
0 missing
Eig08_AEA.ri.numeric15 unique values
0 missing
MWC05numeric16 unique values
0 missing
ATSC3snumeric16 unique values
0 missing
Eig08_EAnumeric15 unique values
0 missing
MWC06numeric16 unique values
0 missing
ATSC3vnumeric16 unique values
0 missing
Eig08_EA.bo.numeric15 unique values
0 missing
MWC07numeric16 unique values
0 missing
ATSC4enumeric15 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
MWC08numeric16 unique values
0 missing
ATSC4inumeric16 unique values
0 missing
Eig08_EA.ed.numeric13 unique values
0 missing
MWC09numeric15 unique values
0 missing
ATSC4mnumeric16 unique values
0 missing
Eig08_EA.ri.numeric15 unique values
0 missing
MWC10numeric15 unique values
0 missing
ATSC4pnumeric16 unique values
0 missing
Eig09_AEA.bo.numeric16 unique values
0 missing
N.numeric15 unique values
0 missing
ATSC4snumeric16 unique values
0 missing
Eig09_AEA.dm.numeric16 unique values
0 missing
N.067numeric2 unique values
0 missing
ATSC4vnumeric16 unique values
0 missing
Eig09_AEA.ed.numeric14 unique values
0 missing
N.068numeric2 unique values
0 missing
ATSC5inumeric16 unique values
0 missing
Eig09_AEA.ri.numeric16 unique values
0 missing
N.069numeric2 unique values
0 missing
ATSC5mnumeric16 unique values
0 missing
Eig09_EAnumeric16 unique values
0 missing
N.070numeric2 unique values
0 missing
ATSC5pnumeric16 unique values
0 missing
Eig09_EA.bo.numeric16 unique values
0 missing
N.071numeric2 unique values
0 missing
ATSC5snumeric16 unique values
0 missing
Eig09_EA.ed.numeric16 unique values
0 missing
N.072numeric3 unique values
0 missing
ATSC5vnumeric16 unique values
0 missing
Eig09_EA.ri.numeric16 unique values
0 missing
N.073numeric3 unique values
0 missing
ATSC6enumeric16 unique values
0 missing
Eig10_AEA.bo.numeric16 unique values
0 missing
N.074numeric2 unique values
0 missing
ATSC6inumeric16 unique values
0 missing
Eig10_AEA.dm.numeric13 unique values
0 missing
N.075numeric4 unique values
0 missing
ATSC6mnumeric16 unique values
0 missing
Eig10_AEA.ed.numeric16 unique values
0 missing
N.076numeric2 unique values
0 missing
ATSC6pnumeric16 unique values
0 missing
Eig10_AEA.ri.numeric16 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
ATSC6snumeric16 unique values
0 missing
Eig10_EAnumeric15 unique values
0 missing
NaaCHnumeric6 unique values
0 missing
ATSC6vnumeric16 unique values
0 missing
Eig10_EA.bo.numeric16 unique values
0 missing
NaaNnumeric4 unique values
0 missing
ATSC7enumeric16 unique values
0 missing
Eig10_EA.ed.numeric16 unique values
0 missing
NaaOnumeric2 unique values
0 missing
ATSC7inumeric16 unique values
0 missing
Eig10_EA.ri.numeric16 unique values
0 missing
NaaSnumeric2 unique values
0 missing
ATSC7mnumeric16 unique values
0 missing
Eig11_AEA.bo.numeric14 unique values
0 missing
NaasCnumeric6 unique values
0 missing
ATSC7pnumeric16 unique values
0 missing
Eig11_AEA.dm.numeric14 unique values
0 missing
NaasNnumeric3 unique values
0 missing
ATSC7snumeric16 unique values
0 missing
Eig11_AEA.ed.numeric14 unique values
0 missing
nABnumeric7 unique values
0 missing
ATSC7vnumeric16 unique values
0 missing
Eig11_AEA.ri.numeric15 unique values
0 missing
nArCONHRnumeric3 unique values
0 missing
ATSC8enumeric16 unique values
0 missing
Eig11_EAnumeric11 unique values
0 missing
nArCOOHnumeric2 unique values
0 missing
ATSC8inumeric16 unique values
0 missing
Eig11_EA.bo.numeric12 unique values
0 missing
nArNH2numeric2 unique values
0 missing
ATSC8mnumeric16 unique values
0 missing
Eig11_EA.ed.numeric16 unique values
0 missing
nArNHRnumeric2 unique values
0 missing
ATSC8pnumeric16 unique values
0 missing
Eig11_EA.ri.numeric13 unique values
0 missing
nArNO2numeric2 unique values
0 missing
ATSC8snumeric16 unique values
0 missing
Eig12_AEA.bo.numeric14 unique values
0 missing
nArNR2numeric2 unique values
0 missing
ATSC8vnumeric16 unique values
0 missing
Eig12_AEA.dm.numeric16 unique values
0 missing
nArORnumeric4 unique values
0 missing
BACnumeric10 unique values
0 missing
Eig12_AEA.ed.numeric15 unique values
0 missing
nArXnumeric4 unique values
0 missing
BBInumeric12 unique values
0 missing
Eig12_AEA.ri.numeric12 unique values
0 missing
nATnumeric12 unique values
0 missing
BIC0numeric14 unique values
0 missing
Eig12_EAnumeric11 unique values
0 missing
nBMnumeric9 unique values
0 missing
BIC1numeric14 unique values
0 missing
Eig12_EA.bo.numeric15 unique values
0 missing
nBnznumeric3 unique values
0 missing
BIC2numeric15 unique values
0 missing
Eig12_EA.ed.numeric14 unique values
0 missing
nBOnumeric9 unique values
0 missing
BIC3numeric15 unique values
0 missing
Eig12_EA.ri.numeric14 unique values
0 missing
nBRnumeric2 unique values
0 missing
BIC5numeric15 unique values
0 missing
Eig13_AEA.bo.numeric11 unique values
0 missing
nBTnumeric11 unique values
0 missing
BIDnumeric11 unique values
0 missing
Eig13_AEA.dm.numeric12 unique values
0 missing
nCnumeric7 unique values
0 missing
BLInumeric16 unique values
0 missing
Eig13_AEA.ed.numeric14 unique values
0 missing
nCarnumeric7 unique values
0 missing
BLTA96numeric16 unique values
0 missing
Eig13_AEA.ri.numeric14 unique values
0 missing
nCb.numeric6 unique values
0 missing
BLTD48numeric16 unique values
0 missing
Eig13_EAnumeric12 unique values
0 missing
nCbHnumeric7 unique values
0 missing
BLTF96numeric16 unique values
0 missing
Eig13_EA.bo.numeric12 unique values
0 missing
nCconjnumeric5 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig13_EA.ed.numeric13 unique values
0 missing
nCICnumeric4 unique values
0 missing
C.numeric15 unique values
0 missing
Eig13_EA.ri.numeric15 unique values
0 missing
nCIRnumeric6 unique values
0 missing
C.002numeric4 unique values
0 missing
Eig14_AEA.bo.numeric16 unique values
0 missing
nCLnumeric4 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig14_AEA.dm.numeric13 unique values
0 missing
nC.N.N.numeric2 unique values
0 missing
C.006numeric5 unique values
0 missing
Eig14_AEA.ed.numeric15 unique values
0 missing
nC..N.N2numeric2 unique values
0 missing
C.007numeric2 unique values
0 missing
Eig14_AEA.ri.numeric16 unique values
0 missing
nCONNnumeric2 unique values
0 missing
C.008numeric3 unique values
0 missing
Eig14_EAnumeric15 unique values
0 missing
nCpnumeric3 unique values
0 missing
C.013numeric2 unique values
0 missing
Eig14_EA.bo.numeric16 unique values
0 missing
nCrsnumeric3 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig14_EA.ed.numeric16 unique values
0 missing
nCRX3numeric2 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig14_EA.ri.numeric16 unique values
0 missing
nCsnumeric3 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig15_AEA.bo.numeric14 unique values
0 missing
nCsp2numeric6 unique values
0 missing
C.024numeric6 unique values
0 missing
Eig15_AEA.dm.numeric15 unique values
0 missing
nCsp3numeric8 unique values
0 missing
C.025numeric5 unique values
0 missing
Eig15_AEA.ed.numeric15 unique values
0 missing
nDBnumeric7 unique values
0 missing
C.026numeric5 unique values
0 missing
Eig15_AEA.ri.numeric16 unique values
0 missing
NddsNnumeric2 unique values
0 missing
C.027numeric3 unique values
0 missing
Eig15_EAnumeric16 unique values
0 missing
NdNHnumeric2 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig15_EA.bo.numeric15 unique values
0 missing
NdOnumeric6 unique values
0 missing
C.029numeric2 unique values
0 missing
Eig15_EA.ed.numeric16 unique values
0 missing
NdsCHnumeric2 unique values
0 missing
C.033numeric3 unique values
0 missing
Eig15_EA.ri.numeric16 unique values
0 missing
NdsNnumeric2 unique values
0 missing
C.034numeric4 unique values
0 missing
Eta_alphanumeric16 unique values
0 missing
NdssCnumeric5 unique values
0 missing
C.038numeric2 unique values
0 missing
Eta_alpha_Anumeric16 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
C.040numeric4 unique values
0 missing
Eta_Bnumeric13 unique values
0 missing
nFnumeric3 unique values
0 missing
C.041numeric2 unique values
0 missing
Eta_B_Anumeric10 unique values
0 missing
nFuranesnumeric2 unique values
0 missing
C.043numeric2 unique values
0 missing
Eta_betanumeric16 unique values
0 missing
nHnumeric9 unique values
0 missing
C.044numeric2 unique values
0 missing
Eta_beta_Anumeric16 unique values
0 missing
nHAccnumeric7 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_betaPnumeric12 unique values
0 missing
nHDonnumeric4 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_betaP_Anumeric14 unique values
0 missing
nHetnumeric8 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eta_betaSnumeric14 unique values
0 missing
nHMnumeric4 unique values
0 missing
CATS2D_01_AAnumeric4 unique values
0 missing
Eta_betaS_Anumeric14 unique values
0 missing
nImidazolesnumeric2 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eta_Cnumeric16 unique values
0 missing
nIsoxazolesnumeric2 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eta_C_Anumeric16 unique values
0 missing
nNnumeric6 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_epsinumeric16 unique values
0 missing
nN.CO.2numeric3 unique values
0 missing
CATS2D_01_LLnumeric10 unique values
0 missing
Eta_Fnumeric16 unique values
0 missing
nN.Nnumeric2 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_F_Anumeric16 unique values
0 missing
NNRSnumeric5 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
Eta_FLnumeric16 unique values
0 missing
nOnumeric7 unique values
0 missing
CATS2D_02_ALnumeric10 unique values
0 missing
Eta_FL_Anumeric13 unique values
0 missing
nOHsnumeric2 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eta_Lnumeric16 unique values
0 missing
nPyrazolesnumeric2 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
Eta_L_Anumeric14 unique values
0 missing
nPyridinesnumeric2 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
Eta_sh_pnumeric16 unique values
0 missing
nPyrrolesnumeric2 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
Eta_sh_xnumeric5 unique values
0 missing
nPyrrolidinesnumeric2 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
Eta_sh_ynumeric16 unique values
0 missing
nR05numeric4 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
F.083numeric2 unique values
0 missing
nR06numeric3 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
F.084numeric2 unique values
0 missing
nR09numeric3 unique values
0 missing
CATS2D_03_ALnumeric11 unique values
0 missing
GATS1enumeric16 unique values
0 missing
nR12numeric2 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
GATS1inumeric13 unique values
0 missing
nRCONHRnumeric2 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
GATS1mnumeric16 unique values
0 missing
nR.Csnumeric3 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS1pnumeric16 unique values
0 missing
nR.Ctnumeric2 unique values
0 missing
CATS2D_03_DLnumeric7 unique values
0 missing
GATS1snumeric15 unique values
0 missing
nRNHRnumeric2 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
GATS1vnumeric16 unique values
0 missing
nRNR2numeric2 unique values
0 missing
CATS2D_03_LLnumeric8 unique values
0 missing
GATS2enumeric16 unique values
0 missing
nROHnumeric2 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
GATS2inumeric15 unique values
0 missing
nRORnumeric2 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS2mnumeric15 unique values
0 missing
NRSnumeric4 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
GATS2pnumeric14 unique values
0 missing
nSnumeric2 unique values
0 missing
CATS2D_04_ALnumeric10 unique values
0 missing
GATS2snumeric16 unique values
0 missing
NsBrnumeric2 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
GATS2vnumeric14 unique values
0 missing
NsCH3numeric3 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS3enumeric16 unique values
0 missing
NsClnumeric4 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS3inumeric16 unique values
0 missing
NsFnumeric3 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
GATS3pnumeric16 unique values
0 missing
nSKnumeric9 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
GATS3snumeric15 unique values
0 missing
NsNH2numeric2 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
GATS3vnumeric16 unique values
0 missing
NsOHnumeric2 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS4enumeric16 unique values
0 missing
NssCH2numeric6 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
GATS4inumeric15 unique values
0 missing
NssNHnumeric4 unique values
0 missing
CATS2D_05_ALnumeric9 unique values
0 missing
GATS4mnumeric15 unique values
0 missing
NssOnumeric4 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
GATS4pnumeric16 unique values
0 missing
NsssCHnumeric3 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS4snumeric16 unique values
0 missing
NsssNnumeric3 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS4vnumeric16 unique values
0 missing
NssssCnumeric2 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
GATS5inumeric13 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
GATS5mnumeric16 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS5pnumeric16 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS5snumeric16 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
GATS5vnumeric16 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
GATS6enumeric15 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
GATS6inumeric15 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS6pnumeric16 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
GATS6snumeric16 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS6vnumeric15 unique values
0 missing
CATS2D_06_DLnumeric8 unique values
0 missing
GATS7enumeric16 unique values
0 missing
CATS2D_06_LLnumeric11 unique values
0 missing
GATS7inumeric16 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
GATS7mnumeric16 unique values
0 missing
CATS2D_07_AAnumeric5 unique values
0 missing
GATS7pnumeric16 unique values
0 missing
CATS2D_07_ALnumeric9 unique values
0 missing
GATS7snumeric16 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GATS7vnumeric16 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
GATS8enumeric16 unique values
0 missing
CATS2D_07_LLnumeric10 unique values
0 missing
GATS8inumeric16 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
GATS8mnumeric16 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GATS8snumeric16 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
GGI1numeric9 unique values
0 missing
CATS2D_08_ALnumeric8 unique values
0 missing
GGI10numeric16 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GGI2numeric9 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
GGI3numeric15 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GGI4numeric15 unique values
0 missing
CATS2D_08_DLnumeric6 unique values
0 missing
GGI5numeric16 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GGI6numeric15 unique values
0 missing
CATS2D_08_LLnumeric9 unique values
0 missing
GGI7numeric16 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
GGI8numeric16 unique values
0 missing
CATS2D_09_AAnumeric5 unique values
0 missing
GGI9numeric15 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
GMTInumeric16 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
GMTIVnumeric16 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
GNarnumeric15 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
H.numeric13 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
H.046numeric3 unique values
0 missing
CATS2D_09_LLnumeric8 unique values
0 missing
H.047numeric11 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
H.048numeric3 unique values
0 missing
CENTnumeric16 unique values
0 missing
H.049numeric3 unique values
0 missing
Chi0_AEA.bo.numeric16 unique values
0 missing
H.050numeric4 unique values
0 missing
Chi0_AEA.dm.numeric16 unique values
0 missing
H.051numeric3 unique values
0 missing
Chi0_AEA.ed.numeric16 unique values
0 missing
H.052numeric4 unique values
0 missing
Chi0_AEA.ri.numeric16 unique values
0 missing
H.053numeric2 unique values
0 missing
Chi0_EAnumeric16 unique values
0 missing
HDcpxnumeric16 unique values
0 missing
Chi0_EA.bo.numeric16 unique values
0 missing
HVcpxnumeric15 unique values
0 missing
Chi0_EA.dm.numeric16 unique values
0 missing
Hynumeric15 unique values
0 missing
Chi0_EA.ed.numeric16 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
16
Number of instances (rows) of the dataset.
NumberOfFeatures
723
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
722
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
0.38
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
0.56
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
179.37
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.16
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.16
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.71
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
-0.53
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
45.19
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.44
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.57
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
61.34
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
0.28
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.31
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.31
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
16
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.53
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
63251.88
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
0.5
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
4.88
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4
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
4
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.81
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
21785.13
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.06
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.96
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-CHEMBL3618
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3618
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3618
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3618
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3618
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3618
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3618
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3618
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3618
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3618
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3618
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3618
0 runs - estimation_procedure: 50 times Clustering
Define a new task