Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743124

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743124

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 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: CHEMBL1743124 (TID: 104065), and it has 16 rows and 612 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.

614 features

pXC50 (target)numeric15 unique values
0 missing
molecule_id (row identifier)nominal16 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
GATS2snumeric15 unique values
0 missing
Eig04_EA.bo.numeric15 unique values
0 missing
CATS2D_03_AAnumeric5 unique values
0 missing
GATS3enumeric14 unique values
0 missing
Eta_betanumeric16 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
GATS3inumeric16 unique values
0 missing
Eta_betaPnumeric16 unique values
0 missing
CATS2D_03_DDnumeric4 unique values
0 missing
GATS3mnumeric16 unique values
0 missing
Eta_F_Anumeric15 unique values
0 missing
CATS2D_03_DLnumeric10 unique values
0 missing
GATS3snumeric16 unique values
0 missing
Eta_FLnumeric16 unique values
0 missing
CATS2D_03_DNnumeric3 unique values
0 missing
GATS4enumeric16 unique values
0 missing
Eta_FL_Anumeric16 unique values
0 missing
CATS2D_03_LLnumeric12 unique values
0 missing
GATS4inumeric16 unique values
0 missing
Eta_L_Anumeric16 unique values
0 missing
CATS2D_03_NLnumeric4 unique values
0 missing
GATS4pnumeric16 unique values
0 missing
GATS2inumeric16 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
GATS4vnumeric16 unique values
0 missing
GATS2pnumeric16 unique values
0 missing
CATS2D_04_ALnumeric12 unique values
0 missing
GATS5enumeric16 unique values
0 missing
GATS2vnumeric14 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
GATS5inumeric16 unique values
0 missing
GATS3pnumeric16 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
GATS5mnumeric16 unique values
0 missing
GATS3vnumeric16 unique values
0 missing
CATS2D_04_DDnumeric4 unique values
0 missing
GATS5pnumeric15 unique values
0 missing
MATS3pnumeric16 unique values
0 missing
CATS2D_04_DLnumeric10 unique values
0 missing
GATS5snumeric16 unique values
0 missing
MATS3vnumeric16 unique values
0 missing
CATS2D_04_LLnumeric10 unique values
0 missing
GATS5vnumeric16 unique values
0 missing
MATS5snumeric15 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
GATS6enumeric16 unique values
0 missing
nBMnumeric12 unique values
0 missing
CATS2D_05_AAnumeric6 unique values
0 missing
GATS6inumeric15 unique values
0 missing
nCsp2numeric11 unique values
0 missing
CATS2D_05_ALnumeric13 unique values
0 missing
GATS6mnumeric15 unique values
0 missing
NsssNnumeric4 unique values
0 missing
CATS2D_05_ANnumeric3 unique values
0 missing
GATS6pnumeric16 unique values
0 missing
PDInumeric14 unique values
0 missing
CATS2D_05_DAnumeric6 unique values
0 missing
GATS6snumeric16 unique values
0 missing
piPC03numeric16 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
GATS6vnumeric15 unique values
0 missing
piPC04numeric16 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
GATS7enumeric16 unique values
0 missing
P_VSA_MR_6numeric16 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
GATS7inumeric16 unique values
0 missing
Rperimnumeric12 unique values
0 missing
CATS2D_05_LLnumeric13 unique values
0 missing
GATS7mnumeric16 unique values
0 missing
SM04_EA.bo.numeric16 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
GATS7pnumeric15 unique values
0 missing
SM06_EA.bo.numeric16 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
GATS7vnumeric16 unique values
0 missing
SM14_AEA.ri.numeric15 unique values
0 missing
CATS2D_06_ALnumeric11 unique values
0 missing
GATS8enumeric16 unique values
0 missing
SpMin3_Bh.v.numeric15 unique values
0 missing
CATS2D_06_DAnumeric8 unique values
0 missing
GATS8inumeric16 unique values
0 missing
SsssNnumeric7 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
GATS8mnumeric15 unique values
0 missing
Ucnumeric12 unique values
0 missing
CATS2D_06_DLnumeric8 unique values
0 missing
GATS8pnumeric16 unique values
0 missing
Uinumeric11 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
GATS8snumeric16 unique values
0 missing
PCDnumeric16 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
GATS8vnumeric16 unique values
0 missing
PCRnumeric15 unique values
0 missing
CATS2D_07_ALnumeric10 unique values
0 missing
GGI1numeric10 unique values
0 missing
GATS4mnumeric16 unique values
0 missing
CATS2D_07_ANnumeric3 unique values
0 missing
GGI10numeric16 unique values
0 missing
piPC05numeric16 unique values
0 missing
CATS2D_07_DAnumeric6 unique values
0 missing
GGI2numeric12 unique values
0 missing
piPC08numeric16 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GGI3numeric16 unique values
0 missing
SpMin3_Bh.p.numeric16 unique values
0 missing
CATS2D_07_DLnumeric12 unique values
0 missing
GGI4numeric16 unique values
0 missing
MATS2mnumeric16 unique values
0 missing
CATS2D_07_LLnumeric9 unique values
0 missing
GGI5numeric16 unique values
0 missing
piPC09numeric16 unique values
0 missing
CATS2D_07_NLnumeric5 unique values
0 missing
GGI6numeric16 unique values
0 missing
piPC10numeric16 unique values
0 missing
CATS2D_08_AAnumeric6 unique values
0 missing
GGI7numeric16 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
CATS2D_08_ALnumeric13 unique values
0 missing
GGI8numeric16 unique values
0 missing
GATS7snumeric16 unique values
0 missing
CATS2D_08_DAnumeric7 unique values
0 missing
GGI9numeric16 unique values
0 missing
BIC1numeric15 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
GMTInumeric16 unique values
0 missing
CIC4numeric16 unique values
0 missing
CATS2D_08_DLnumeric13 unique values
0 missing
GMTIVnumeric16 unique values
0 missing
CIC5numeric16 unique values
0 missing
CATS2D_08_LLnumeric12 unique values
0 missing
GNarnumeric14 unique values
0 missing
GATS4snumeric16 unique values
0 missing
CATS2D_08_NLnumeric4 unique values
0 missing
H.046numeric9 unique values
0 missing
MATS4enumeric16 unique values
0 missing
CATS2D_08_NNnumeric2 unique values
0 missing
H.047numeric14 unique values
0 missing
SIC5numeric16 unique values
0 missing
CATS2D_09_AAnumeric6 unique values
0 missing
H.048numeric2 unique values
0 missing
BIC4numeric15 unique values
0 missing
CATS2D_09_ALnumeric10 unique values
0 missing
H.049numeric3 unique values
0 missing
C.024numeric9 unique values
0 missing
CATS2D_09_ANnumeric3 unique values
0 missing
H.050numeric6 unique values
0 missing
CATS2D_03_ALnumeric11 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
H.051numeric6 unique values
0 missing
CATS2D_06_LLnumeric13 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
H.052numeric8 unique values
0 missing
Eta_epsi_Anumeric13 unique values
0 missing
CATS2D_09_DLnumeric8 unique values
0 missing
H.053numeric4 unique values
0 missing
MATS6snumeric16 unique values
0 missing
CATS2D_09_DNnumeric3 unique values
0 missing
HDcpxnumeric16 unique values
0 missing
Mpnumeric15 unique values
0 missing
CATS2D_09_LLnumeric11 unique values
0 missing
HNarnumeric16 unique values
0 missing
NaaCHnumeric10 unique values
0 missing
CATS2D_09_NLnumeric5 unique values
0 missing
Hynumeric16 unique values
0 missing
nCbHnumeric8 unique values
0 missing
CENTnumeric16 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
SaaCHnumeric12 unique values
0 missing
Chi0_AEA.bo.numeric16 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
AACnumeric16 unique values
0 missing
Chi0_AEA.dm.numeric16 unique values
0 missing
IACnumeric16 unique values
0 missing
IC0numeric16 unique values
0 missing
Chi0_AEA.ed.numeric16 unique values
0 missing
IC2numeric16 unique values
0 missing
AECCnumeric16 unique values
0 missing
Chi0_AEA.ri.numeric16 unique values
0 missing
IC3numeric16 unique values
0 missing
HVcpxnumeric16 unique values
0 missing
Chi0_EAnumeric16 unique values
0 missing
IC4numeric16 unique values
0 missing
IDEnumeric16 unique values
0 missing
Chi0_EA.bo.numeric16 unique values
0 missing
IC5numeric16 unique values
0 missing
MSDnumeric16 unique values
0 missing
Chi0_EA.dm.numeric16 unique values
0 missing
ICRnumeric16 unique values
0 missing
AMWnumeric16 unique values
0 missing
Chi0_EA.ed.numeric16 unique values
0 missing
IDDEnumeric16 unique values
0 missing
BIC5numeric16 unique values
0 missing
Chi0_EA.ri.numeric16 unique values
0 missing
IDDMnumeric16 unique values
0 missing
C.025numeric6 unique values
0 missing
Chi1_AEA.bo.numeric16 unique values
0 missing
IDETnumeric16 unique values
0 missing
GATS1mnumeric16 unique values
0 missing
Chi1_AEA.dm.numeric16 unique values
0 missing
IDMnumeric16 unique values
0 missing
H.numeric16 unique values
0 missing
Chi1_AEA.ed.numeric16 unique values
0 missing
IDMTnumeric16 unique values
0 missing
IC1numeric16 unique values
0 missing
Chi1_AEA.ri.numeric16 unique values
0 missing
Infective.80numeric2 unique values
0 missing
LOCnumeric16 unique values
0 missing
Chi1_EAnumeric16 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
MATS1pnumeric15 unique values
0 missing
Chi1_EA.bo.numeric16 unique values
0 missing
ISIZnumeric14 unique values
0 missing
MATS7enumeric16 unique values
0 missing
Chi1_EA.dm.numeric16 unique values
0 missing
IVDEnumeric16 unique values
0 missing
Mvnumeric15 unique values
0 missing
Chi1_EA.ed.numeric16 unique values
0 missing
IVDMnumeric16 unique values
0 missing
NaasCnumeric8 unique values
0 missing
Chi1_EA.ri.numeric16 unique values
0 missing
JGI1numeric15 unique values
0 missing
nABnumeric9 unique values
0 missing
CIC0numeric16 unique values
0 missing
JGI10numeric8 unique values
0 missing
nBnznumeric4 unique values
0 missing
CIC1numeric16 unique values
0 missing
JGI2numeric14 unique values
0 missing
nCarnumeric10 unique values
0 missing
CIC2numeric16 unique values
0 missing
JGI3numeric13 unique values
0 missing
nCb.numeric10 unique values
0 missing
CIC3numeric16 unique values
0 missing
JGI4numeric12 unique values
0 missing
nROHnumeric5 unique values
0 missing
CIDnumeric16 unique values
0 missing
JGI5numeric12 unique values
0 missing
P_VSA_LogP_5numeric14 unique values
0 missing
Cl.089numeric2 unique values
0 missing
JGI6numeric12 unique values
0 missing
SIC3numeric15 unique values
0 missing
CMC.50numeric2 unique values
0 missing
JGI7numeric9 unique values
0 missing
SpDiam_EA.bo.numeric16 unique values
0 missing
CMC.80numeric2 unique values
0 missing
JGI8numeric9 unique values
0 missing
SpMAD_EA.bo.numeric16 unique values
0 missing
cRo5numeric2 unique values
0 missing
JGI9numeric7 unique values
0 missing
SpMax2_Bh.v.numeric16 unique values
0 missing
CSInumeric16 unique values
0 missing
JGTnumeric16 unique values
0 missing
SpMaxA_EA.dm.numeric16 unique values
0 missing
DBInumeric14 unique values
0 missing
LLS_01numeric3 unique values
0 missing
TPCnumeric16 unique values
0 missing
D.Dtr05numeric10 unique values
0 missing
LLS_02numeric5 unique values
0 missing
TRSnumeric9 unique values
0 missing
D.Dtr06numeric15 unique values
0 missing
LPRSnumeric16 unique values
0 missing
Wapnumeric16 unique values
0 missing
D.Dtr09numeric7 unique values
0 missing
MATS1enumeric15 unique values
0 missing
C.numeric15 unique values
0 missing
D.Dtr10numeric8 unique values
0 missing
MATS1inumeric15 unique values
0 missing
P_VSA_m_2numeric16 unique values
0 missing
DECCnumeric16 unique values
0 missing
MATS1mnumeric16 unique values
0 missing
piIDnumeric16 unique values
0 missing
DELSnumeric16 unique values
0 missing
MATS1snumeric16 unique values
0 missing
piPC06numeric16 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
MATS1vnumeric16 unique values
0 missing
piPC07numeric16 unique values
0 missing
DLS_01numeric4 unique values
0 missing
MATS2enumeric16 unique values
0 missing
SpMin4_Bh.s.numeric15 unique values
0 missing
DLS_02numeric4 unique values
0 missing
MATS2inumeric15 unique values
0 missing
DLS_04numeric6 unique values
0 missing
DLS_03numeric4 unique values
0 missing
MATS2pnumeric16 unique values
0 missing
Eig11_AEA.bo.numeric16 unique values
0 missing
DLS_05numeric3 unique values
0 missing
MATS2snumeric16 unique values
0 missing
MATS7mnumeric14 unique values
0 missing
DLS_06numeric4 unique values
0 missing
MATS2vnumeric16 unique values
0 missing
MATS7vnumeric14 unique values
0 missing
DLS_07numeric3 unique values
0 missing
MATS3enumeric15 unique values
0 missing
SpMax4_Bh.i.numeric16 unique values
0 missing
DLS_consnumeric11 unique values
0 missing
MATS3inumeric16 unique values
0 missing
Eta_beta_Anumeric16 unique values
0 missing
Dznumeric16 unique values
0 missing
MATS3mnumeric16 unique values
0 missing
Eta_betaP_Anumeric16 unique values
0 missing
ECCnumeric16 unique values
0 missing
ARRnumeric13 unique values
0 missing
Eig01_AEA.bo.numeric16 unique values
0 missing
BIC3numeric16 unique values
0 missing
Eig01_AEA.dm.numeric15 unique values
0 missing
GATS1vnumeric15 unique values
0 missing
Eig01_AEA.ed.numeric16 unique values
0 missing
nCsnumeric9 unique values
0 missing
Eig01_AEA.ri.numeric15 unique values
0 missing
SIC1numeric15 unique values
0 missing
Eig01_EAnumeric16 unique values
0 missing
ALOGPnumeric16 unique values
0 missing
Eig01_EA.bo.numeric16 unique values
0 missing
ALOGP2numeric16 unique values
0 missing
Eig01_EA.dm.numeric11 unique values
0 missing
AMRnumeric16 unique values
0 missing
Eig01_EA.ed.numeric16 unique values
0 missing
ATS1enumeric15 unique values
0 missing
Eig01_EA.ri.numeric16 unique values
0 missing
ATS1inumeric16 unique values
0 missing
Eig02_AEA.bo.numeric16 unique values
0 missing
ATS1mnumeric16 unique values
0 missing
Eig02_AEA.dm.numeric13 unique values
0 missing
ATS1pnumeric16 unique values
0 missing
Eig02_AEA.ed.numeric16 unique values
0 missing
ATS1snumeric16 unique values
0 missing
Eig02_AEA.ri.numeric16 unique values
0 missing
ATS1vnumeric16 unique values
0 missing
Eig02_EAnumeric16 unique values
0 missing
ATS2enumeric16 unique values
0 missing
Eig02_EA.bo.numeric16 unique values
0 missing
ATS2inumeric16 unique values
0 missing
Eig02_EA.dm.numeric12 unique values
0 missing
ATS2mnumeric16 unique values
0 missing
Eig02_EA.ed.numeric16 unique values
0 missing
ATS2pnumeric16 unique values
0 missing
Eig02_EA.ri.numeric16 unique values
0 missing
ATS2snumeric16 unique values
0 missing
Eig03_AEA.bo.numeric16 unique values
0 missing
ATS2vnumeric16 unique values
0 missing
Eig03_AEA.dm.numeric16 unique values
0 missing
ATS3enumeric16 unique values
0 missing
Eig03_AEA.ed.numeric15 unique values
0 missing
ATS3inumeric16 unique values
0 missing
Eig03_AEA.ri.numeric15 unique values
0 missing
ATS3mnumeric16 unique values
0 missing
Eig03_EAnumeric15 unique values
0 missing
ATS3pnumeric16 unique values
0 missing
Eig03_EA.bo.numeric16 unique values
0 missing
ATS3snumeric16 unique values
0 missing
Eig03_EA.dm.numeric11 unique values
0 missing
ATS3vnumeric16 unique values
0 missing
Eig03_EA.ed.numeric15 unique values
0 missing
ATS4enumeric16 unique values
0 missing
Eig03_EA.ri.numeric15 unique values
0 missing
ATS4inumeric16 unique values
0 missing
Eig04_AEA.bo.numeric16 unique values
0 missing
ATS4mnumeric16 unique values
0 missing
Eig04_AEA.dm.numeric16 unique values
0 missing
ATS4pnumeric16 unique values
0 missing
Eig04_AEA.ed.numeric16 unique values
0 missing
ATS4snumeric16 unique values
0 missing
Eig04_AEA.ri.numeric15 unique values
0 missing
ATS4vnumeric16 unique values
0 missing
Eig04_EAnumeric15 unique values
0 missing
ATS5enumeric16 unique values
0 missing
Eig04_EA.dm.numeric10 unique values
0 missing
ATS5inumeric16 unique values
0 missing
Eig04_EA.ed.numeric16 unique values
0 missing
ATS5mnumeric16 unique values
0 missing
Eig04_EA.ri.numeric16 unique values
0 missing
ATS5pnumeric16 unique values
0 missing
Eig05_AEA.bo.numeric16 unique values
0 missing
ATS5snumeric16 unique values
0 missing
Eig05_AEA.dm.numeric15 unique values
0 missing
ATS5vnumeric16 unique values
0 missing
Eig05_AEA.ed.numeric15 unique values
0 missing
ATS6enumeric16 unique values
0 missing
Eig05_AEA.ri.numeric16 unique values
0 missing
ATS6inumeric16 unique values
0 missing
Eig05_EAnumeric16 unique values
0 missing
ATS6mnumeric16 unique values
0 missing
Eig05_EA.bo.numeric15 unique values
0 missing
ATS6pnumeric16 unique values
0 missing
Eig05_EA.dm.numeric7 unique values
0 missing
ATS6snumeric16 unique values
0 missing
Eig05_EA.ed.numeric16 unique values
0 missing
ATS6vnumeric16 unique values
0 missing
Eig05_EA.ri.numeric16 unique values
0 missing
ATS7enumeric16 unique values
0 missing
Eig06_AEA.bo.numeric16 unique values
0 missing
ATS7inumeric16 unique values
0 missing
Eig06_AEA.dm.numeric16 unique values
0 missing
ATS7mnumeric16 unique values
0 missing
Eig06_AEA.ed.numeric16 unique values
0 missing
ATS7pnumeric16 unique values
0 missing
Eig06_AEA.ri.numeric16 unique values
0 missing
ATS7snumeric16 unique values
0 missing
Eig06_EAnumeric16 unique values
0 missing
ATS7vnumeric16 unique values
0 missing
Eig06_EA.bo.numeric16 unique values
0 missing
ATS8enumeric16 unique values
0 missing
Eig06_EA.dm.numeric6 unique values
0 missing
ATS8inumeric16 unique values
0 missing
Eig06_EA.ed.numeric16 unique values
0 missing
ATS8mnumeric16 unique values
0 missing
Eig06_EA.ri.numeric16 unique values
0 missing
ATS8pnumeric16 unique values
0 missing
Eig07_AEA.bo.numeric16 unique values
0 missing
ATS8snumeric16 unique values
0 missing
Eig07_AEA.dm.numeric16 unique values
0 missing
ATS8vnumeric16 unique values
0 missing
Eig07_AEA.ed.numeric16 unique values
0 missing
ATSC1enumeric16 unique values
0 missing
Eig07_AEA.ri.numeric16 unique values
0 missing
ATSC1inumeric16 unique values
0 missing
Eig07_EAnumeric16 unique values
0 missing
ATSC1mnumeric16 unique values
0 missing
Eig07_EA.bo.numeric16 unique values
0 missing
ATSC1pnumeric16 unique values
0 missing
Eig07_EA.dm.numeric6 unique values
0 missing
ATSC1snumeric16 unique values
0 missing
Eig07_EA.ed.numeric16 unique values
0 missing
ATSC1vnumeric16 unique values
0 missing
Eig07_EA.ri.numeric16 unique values
0 missing
ATSC2enumeric15 unique values
0 missing
Eig08_AEA.bo.numeric16 unique values
0 missing
ATSC2inumeric16 unique values
0 missing
Eig08_AEA.dm.numeric16 unique values
0 missing
ATSC2mnumeric16 unique values
0 missing
Eig08_AEA.ed.numeric16 unique values
0 missing
ATSC2pnumeric16 unique values
0 missing
Eig08_AEA.ri.numeric16 unique values
0 missing
ATSC2snumeric16 unique values
0 missing
Eig08_EAnumeric16 unique values
0 missing
ATSC2vnumeric16 unique values
0 missing
Eig08_EA.bo.numeric16 unique values
0 missing
ATSC3enumeric15 unique values
0 missing
Eig08_EA.dm.numeric5 unique values
0 missing
ATSC3inumeric16 unique values
0 missing
Eig08_EA.ed.numeric16 unique values
0 missing
ATSC3mnumeric16 unique values
0 missing
Eig08_EA.ri.numeric16 unique values
0 missing
ATSC3pnumeric16 unique values
0 missing
Eig09_AEA.bo.numeric16 unique values
0 missing
ATSC3snumeric16 unique values
0 missing
Eig09_AEA.dm.numeric16 unique values
0 missing
ATSC3vnumeric16 unique values
0 missing
Eig09_AEA.ed.numeric16 unique values
0 missing
ATSC4enumeric16 unique values
0 missing
Eig09_AEA.ri.numeric16 unique values
0 missing
ATSC4inumeric16 unique values
0 missing
Eig09_EAnumeric16 unique values
0 missing
ATSC4mnumeric16 unique values
0 missing
Eig09_EA.bo.numeric16 unique values
0 missing
ATSC4pnumeric16 unique values
0 missing
Eig09_EA.dm.numeric4 unique values
0 missing
ATSC4snumeric16 unique values
0 missing
Eig09_EA.ed.numeric16 unique values
0 missing
ATSC4vnumeric16 unique values
0 missing
Eig09_EA.ri.numeric16 unique values
0 missing
ATSC5enumeric16 unique values
0 missing
Eig10_AEA.bo.numeric15 unique values
0 missing
ATSC5inumeric16 unique values
0 missing
Eig10_AEA.dm.numeric16 unique values
0 missing
ATSC5mnumeric16 unique values
0 missing
Eig10_AEA.ed.numeric15 unique values
0 missing
ATSC5pnumeric16 unique values
0 missing
Eig10_AEA.ri.numeric16 unique values
0 missing
ATSC5snumeric16 unique values
0 missing
Eig10_EAnumeric16 unique values
0 missing
ATSC5vnumeric16 unique values
0 missing
Eig10_EA.bo.numeric15 unique values
0 missing
ATSC6enumeric16 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
ATSC6inumeric16 unique values
0 missing
Eig10_EA.ed.numeric16 unique values
0 missing
ATSC6mnumeric16 unique values
0 missing
Eig10_EA.ri.numeric16 unique values
0 missing
ATSC6pnumeric16 unique values
0 missing
Eig11_AEA.dm.numeric16 unique values
0 missing
ATSC6snumeric16 unique values
0 missing
Eig11_AEA.ed.numeric16 unique values
0 missing
ATSC6vnumeric16 unique values
0 missing
Eig11_AEA.ri.numeric16 unique values
0 missing
ATSC7enumeric16 unique values
0 missing
Eig11_EAnumeric15 unique values
0 missing
ATSC7inumeric16 unique values
0 missing
Eig11_EA.bo.numeric16 unique values
0 missing
ATSC7mnumeric16 unique values
0 missing
Eig11_EA.dm.numeric2 unique values
0 missing
ATSC7pnumeric16 unique values
0 missing
Eig11_EA.ed.numeric16 unique values
0 missing
ATSC7snumeric16 unique values
0 missing
Eig11_EA.ri.numeric15 unique values
0 missing
ATSC7vnumeric16 unique values
0 missing
Eig12_AEA.bo.numeric16 unique values
0 missing
ATSC8enumeric16 unique values
0 missing
Eig12_AEA.dm.numeric16 unique values
0 missing
ATSC8inumeric16 unique values
0 missing
Eig12_AEA.ed.numeric16 unique values
0 missing
ATSC8mnumeric16 unique values
0 missing
Eig12_AEA.ri.numeric16 unique values
0 missing
ATSC8pnumeric16 unique values
0 missing
Eig12_EAnumeric15 unique values
0 missing
ATSC8snumeric16 unique values
0 missing
Eig12_EA.bo.numeric16 unique values
0 missing
ATSC8vnumeric16 unique values
0 missing
Eig12_EA.dm.numeric2 unique values
0 missing
BACnumeric16 unique values
0 missing
Eig12_EA.ed.numeric16 unique values
0 missing
BBInumeric14 unique values
0 missing
Eig12_EA.ri.numeric16 unique values
0 missing
BIC0numeric15 unique values
0 missing
Eig13_AEA.bo.numeric16 unique values
0 missing
BIC2numeric15 unique values
0 missing
Eig13_AEA.dm.numeric16 unique values
0 missing
BIDnumeric15 unique values
0 missing
Eig13_AEA.ed.numeric16 unique values
0 missing
BLInumeric16 unique values
0 missing
Eig13_AEA.ri.numeric16 unique values
0 missing
BLTA96numeric16 unique values
0 missing
Eig13_EAnumeric16 unique values
0 missing
BLTD48numeric16 unique values
0 missing
Eig13_EA.bo.numeric16 unique values
0 missing
BLTF96numeric16 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig13_EA.ed.numeric16 unique values
0 missing
C.001numeric8 unique values
0 missing
Eig13_EA.ri.numeric16 unique values
0 missing
C.002numeric7 unique values
0 missing
Eig14_AEA.bo.numeric16 unique values
0 missing
C.003numeric7 unique values
0 missing
Eig14_AEA.dm.numeric16 unique values
0 missing
C.004numeric3 unique values
0 missing
Eig14_AEA.ed.numeric16 unique values
0 missing
C.005numeric4 unique values
0 missing
Eig14_AEA.ri.numeric16 unique values
0 missing
C.006numeric5 unique values
0 missing
Eig14_EAnumeric15 unique values
0 missing
C.008numeric6 unique values
0 missing
Eig14_EA.bo.numeric16 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig14_EA.ed.numeric16 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig14_EA.ri.numeric16 unique values
0 missing
C.016numeric4 unique values
0 missing
Eig15_AEA.bo.numeric15 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig15_AEA.dm.numeric15 unique values
0 missing
C.018numeric2 unique values
0 missing
Eig15_AEA.ed.numeric16 unique values
0 missing
C.021numeric2 unique values
0 missing
Eig15_AEA.ri.numeric16 unique values
0 missing
C.022numeric2 unique values
0 missing
Eig15_EAnumeric15 unique values
0 missing
C.026numeric7 unique values
0 missing
Eig15_EA.bo.numeric15 unique values
0 missing
C.027numeric2 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
C.028numeric3 unique values
0 missing
Eig15_EA.ed.numeric16 unique values
0 missing
C.029numeric2 unique values
0 missing
Eig15_EA.ri.numeric16 unique values
0 missing
C.030numeric2 unique values
0 missing
Eta_alphanumeric16 unique values
0 missing
C.033numeric2 unique values
0 missing
Eta_alpha_Anumeric16 unique values
0 missing
C.034numeric3 unique values
0 missing
Eta_Bnumeric16 unique values
0 missing
C.037numeric2 unique values
0 missing
Eta_B_Anumeric15 unique values
0 missing
C.038numeric2 unique values
0 missing
Eta_betaSnumeric15 unique values
0 missing
C.039numeric2 unique values
0 missing
Eta_betaS_Anumeric12 unique values
0 missing
C.040numeric4 unique values
0 missing
Eta_Cnumeric16 unique values
0 missing
C.041numeric3 unique values
0 missing
Eta_C_Anumeric15 unique values
0 missing
C.042numeric2 unique values
0 missing
Eta_epsinumeric16 unique values
0 missing
C.043numeric3 unique values
0 missing
Eta_Fnumeric16 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eta_Lnumeric16 unique values
0 missing
CATS2D_01_ANnumeric5 unique values
0 missing
Eta_sh_pnumeric15 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eta_sh_xnumeric9 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
Eta_sh_ynumeric16 unique values
0 missing
CATS2D_01_LLnumeric12 unique values
0 missing
F.084numeric2 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
GATS1enumeric16 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
GATS1inumeric16 unique values
0 missing
CATS2D_02_DAnumeric6 unique values
0 missing
GATS1pnumeric16 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
GATS1snumeric16 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
GATS2enumeric16 unique values
0 missing
CATS2D_02_LLnumeric13 unique values
0 missing
GATS2mnumeric16 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
16
Number of instances (rows) of the dataset.
NumberOfFeatures
614
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
613
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
38.38
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.38
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
0.8
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.3
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
548.23
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
0.52
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.93
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.63
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
16
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.55
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
83244.38
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
3.23
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
99.84
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.71
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.04
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.16
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
1.56
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
107344.26
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.54
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.1
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
0.83
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
1.96
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
451.69
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.02
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.05
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.29
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-CHEMBL1743124
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743124
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743124
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743124
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743124
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743124
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743124
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743124
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743124
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743124
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743124
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743124
0 runs - estimation_procedure: 50 times Clustering
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