Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3131

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3131

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: CHEMBL3131 (TID: 11090), and it has 19 rows and 555 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.

557 features

pXC50 (target)numeric19 unique values
0 missing
molecule_id (row identifier)nominal19 unique values
0 missing
CIC0numeric19 unique values
0 missing
H.051numeric5 unique values
0 missing
X4Anumeric11 unique values
0 missing
CIC1numeric19 unique values
0 missing
H.052numeric5 unique values
0 missing
CATS2D_09_NLnumeric7 unique values
0 missing
CIC2numeric18 unique values
0 missing
H.053numeric2 unique values
0 missing
AACnumeric19 unique values
0 missing
CIC3numeric19 unique values
0 missing
HDcpxnumeric17 unique values
0 missing
AECCnumeric17 unique values
0 missing
CIC4numeric18 unique values
0 missing
HNarnumeric16 unique values
0 missing
ALOGPnumeric19 unique values
0 missing
CIC5numeric18 unique values
0 missing
HVcpxnumeric17 unique values
0 missing
ALOGP2numeric19 unique values
0 missing
CIDnumeric17 unique values
0 missing
Hynumeric18 unique values
0 missing
AMRnumeric19 unique values
0 missing
Cl.089numeric2 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
AMWnumeric19 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IACnumeric19 unique values
0 missing
ARRnumeric17 unique values
0 missing
cRo5numeric2 unique values
0 missing
IC0numeric19 unique values
0 missing
ATS1enumeric19 unique values
0 missing
CSInumeric17 unique values
0 missing
IC1numeric19 unique values
0 missing
ATS1inumeric19 unique values
0 missing
DBInumeric15 unique values
0 missing
IC2numeric19 unique values
0 missing
ATS1mnumeric19 unique values
0 missing
D.Dtr04numeric2 unique values
0 missing
IC3numeric19 unique values
0 missing
ATS1pnumeric19 unique values
0 missing
D.Dtr05numeric12 unique values
0 missing
IC4numeric18 unique values
0 missing
ATS1snumeric19 unique values
0 missing
D.Dtr06numeric17 unique values
0 missing
IC5numeric18 unique values
0 missing
ATS1vnumeric19 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
ICRnumeric17 unique values
0 missing
ATS2enumeric19 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
IDDEnumeric17 unique values
0 missing
ATS2inumeric19 unique values
0 missing
DECCnumeric17 unique values
0 missing
IDDMnumeric17 unique values
0 missing
ATS2mnumeric19 unique values
0 missing
DELSnumeric19 unique values
0 missing
IDEnumeric16 unique values
0 missing
ATS2pnumeric19 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
IDETnumeric17 unique values
0 missing
ATS2snumeric19 unique values
0 missing
DLS_01numeric4 unique values
0 missing
IDMnumeric17 unique values
0 missing
ATS2vnumeric18 unique values
0 missing
DLS_02numeric3 unique values
0 missing
IDMTnumeric17 unique values
0 missing
ATS3enumeric19 unique values
0 missing
DLS_03numeric4 unique values
0 missing
Infective.80numeric2 unique values
0 missing
ATS3inumeric18 unique values
0 missing
DLS_04numeric7 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
ATS3mnumeric18 unique values
0 missing
DLS_05numeric3 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
ATS3pnumeric18 unique values
0 missing
DLS_06numeric5 unique values
0 missing
ISIZnumeric17 unique values
0 missing
ATS3snumeric17 unique values
0 missing
DLS_07numeric3 unique values
0 missing
IVDEnumeric16 unique values
0 missing
ATS3vnumeric18 unique values
0 missing
DLS_consnumeric10 unique values
0 missing
IVDMnumeric16 unique values
0 missing
ATS4enumeric19 unique values
0 missing
Dznumeric18 unique values
0 missing
JGI1numeric14 unique values
0 missing
ATS4inumeric19 unique values
0 missing
ECCnumeric17 unique values
0 missing
JGI10numeric5 unique values
0 missing
ATS4mnumeric19 unique values
0 missing
Eig01_AEA.bo.numeric8 unique values
0 missing
JGI2numeric14 unique values
0 missing
ATS4pnumeric19 unique values
0 missing
Eig01_AEA.dm.numeric8 unique values
0 missing
JGI3numeric11 unique values
0 missing
ATS4snumeric19 unique values
0 missing
Eig01_AEA.ed.numeric11 unique values
0 missing
JGI4numeric11 unique values
0 missing
ATS4vnumeric19 unique values
0 missing
Eig01_AEA.ri.numeric12 unique values
0 missing
JGI5numeric12 unique values
0 missing
ATS5enumeric19 unique values
0 missing
Eig01_EAnumeric10 unique values
0 missing
JGI6numeric13 unique values
0 missing
ATS5inumeric19 unique values
0 missing
Eig01_EA.bo.numeric8 unique values
0 missing
JGI7numeric7 unique values
0 missing
ATS5mnumeric19 unique values
0 missing
Eig01_EA.dm.numeric6 unique values
0 missing
JGI8numeric8 unique values
0 missing
ATS5pnumeric19 unique values
0 missing
Eig01_EA.ed.numeric11 unique values
0 missing
JGI9numeric5 unique values
0 missing
ATS5snumeric19 unique values
0 missing
Eig01_EA.ri.numeric12 unique values
0 missing
JGTnumeric16 unique values
0 missing
ATS5vnumeric19 unique values
0 missing
Eig02_AEA.bo.numeric14 unique values
0 missing
LLS_01numeric2 unique values
0 missing
ATS6enumeric19 unique values
0 missing
Eig02_AEA.dm.numeric14 unique values
0 missing
LLS_02numeric5 unique values
0 missing
ATS6inumeric19 unique values
0 missing
Eig02_AEA.ed.numeric12 unique values
0 missing
LOCnumeric16 unique values
0 missing
ATS6mnumeric19 unique values
0 missing
Eig02_AEA.ri.numeric17 unique values
0 missing
LPRSnumeric17 unique values
0 missing
ATS6pnumeric19 unique values
0 missing
Eig02_EAnumeric15 unique values
0 missing
MATS1enumeric16 unique values
0 missing
ATS6snumeric19 unique values
0 missing
Eig02_EA.bo.numeric11 unique values
0 missing
ATS6vnumeric19 unique values
0 missing
Eig02_EA.dm.numeric5 unique values
0 missing
ATS7enumeric19 unique values
0 missing
Eig02_EA.ed.numeric11 unique values
0 missing
ATS7inumeric19 unique values
0 missing
Eig02_EA.ri.numeric16 unique values
0 missing
ATS7mnumeric19 unique values
0 missing
Eig03_AEA.bo.numeric15 unique values
0 missing
ATS7pnumeric19 unique values
0 missing
Eig03_AEA.dm.numeric14 unique values
0 missing
ATS7snumeric19 unique values
0 missing
Eig03_AEA.ed.numeric15 unique values
0 missing
ATS7vnumeric19 unique values
0 missing
Eig03_AEA.ri.numeric14 unique values
0 missing
ATS8enumeric19 unique values
0 missing
Eig03_EAnumeric12 unique values
0 missing
ATS8inumeric19 unique values
0 missing
Eig03_EA.bo.numeric15 unique values
0 missing
ATS8mnumeric19 unique values
0 missing
Eig03_EA.dm.numeric9 unique values
0 missing
ATS8pnumeric19 unique values
0 missing
Eig03_EA.ed.numeric15 unique values
0 missing
ATS8snumeric18 unique values
0 missing
Eig03_EA.ri.numeric14 unique values
0 missing
ATS8vnumeric19 unique values
0 missing
Eig04_AEA.bo.numeric14 unique values
0 missing
ATSC1enumeric19 unique values
0 missing
Eig04_AEA.dm.numeric12 unique values
0 missing
ATSC1inumeric19 unique values
0 missing
Eig04_AEA.ed.numeric15 unique values
0 missing
ATSC1mnumeric19 unique values
0 missing
Eig04_AEA.ri.numeric16 unique values
0 missing
ATSC1pnumeric19 unique values
0 missing
Eig04_EAnumeric15 unique values
0 missing
ATSC1snumeric19 unique values
0 missing
Eig04_EA.bo.numeric14 unique values
0 missing
ATSC1vnumeric19 unique values
0 missing
Eig04_EA.dm.numeric10 unique values
0 missing
ATSC2enumeric19 unique values
0 missing
Eig04_EA.ed.numeric16 unique values
0 missing
ATSC2inumeric19 unique values
0 missing
Eig04_EA.ri.numeric17 unique values
0 missing
ATSC2mnumeric19 unique values
0 missing
Eig05_AEA.bo.numeric16 unique values
0 missing
ATSC2pnumeric19 unique values
0 missing
Eig05_AEA.dm.numeric15 unique values
0 missing
ATSC2snumeric19 unique values
0 missing
Eig05_AEA.ed.numeric16 unique values
0 missing
ATSC2vnumeric19 unique values
0 missing
Eig05_AEA.ri.numeric17 unique values
0 missing
ATSC3enumeric19 unique values
0 missing
Eig05_EAnumeric15 unique values
0 missing
ATSC3inumeric19 unique values
0 missing
Eig05_EA.bo.numeric16 unique values
0 missing
ATSC3mnumeric19 unique values
0 missing
Eig05_EA.dm.numeric10 unique values
0 missing
ATSC3pnumeric19 unique values
0 missing
Eig05_EA.ed.numeric16 unique values
0 missing
ATSC3snumeric19 unique values
0 missing
Eig05_EA.ri.numeric14 unique values
0 missing
ATSC3vnumeric19 unique values
0 missing
Eig06_AEA.bo.numeric16 unique values
0 missing
ATSC4enumeric19 unique values
0 missing
Eig06_AEA.dm.numeric16 unique values
0 missing
ATSC4inumeric19 unique values
0 missing
Eig06_AEA.ed.numeric15 unique values
0 missing
ATSC4mnumeric19 unique values
0 missing
Eig06_AEA.ri.numeric18 unique values
0 missing
ATSC4pnumeric19 unique values
0 missing
Eig06_EAnumeric17 unique values
0 missing
ATSC4snumeric19 unique values
0 missing
Eig06_EA.bo.numeric14 unique values
0 missing
ATSC4vnumeric19 unique values
0 missing
Eig06_EA.dm.numeric10 unique values
0 missing
ATSC5enumeric19 unique values
0 missing
Eig06_EA.ed.numeric14 unique values
0 missing
ATSC5inumeric19 unique values
0 missing
Eig06_EA.ri.numeric17 unique values
0 missing
ATSC5mnumeric19 unique values
0 missing
Eig07_AEA.bo.numeric15 unique values
0 missing
ATSC5pnumeric19 unique values
0 missing
Eig07_AEA.dm.numeric14 unique values
0 missing
ATSC5snumeric19 unique values
0 missing
Eig07_AEA.ed.numeric14 unique values
0 missing
ATSC5vnumeric19 unique values
0 missing
Eig07_AEA.ri.numeric16 unique values
0 missing
ATSC6enumeric18 unique values
0 missing
Eig07_EAnumeric14 unique values
0 missing
ATSC6inumeric19 unique values
0 missing
Eig07_EA.bo.numeric14 unique values
0 missing
ATSC6mnumeric19 unique values
0 missing
Eig07_EA.dm.numeric11 unique values
0 missing
ATSC6pnumeric19 unique values
0 missing
Eig07_EA.ed.numeric15 unique values
0 missing
ATSC6snumeric19 unique values
0 missing
Eig07_EA.ri.numeric17 unique values
0 missing
ATSC6vnumeric19 unique values
0 missing
Eig08_AEA.bo.numeric15 unique values
0 missing
ATSC7enumeric19 unique values
0 missing
Eig08_AEA.dm.numeric15 unique values
0 missing
ATSC7inumeric19 unique values
0 missing
Eig08_AEA.ed.numeric14 unique values
0 missing
ATSC7mnumeric19 unique values
0 missing
Eig08_AEA.ri.numeric17 unique values
0 missing
ATSC7pnumeric19 unique values
0 missing
Eig08_EAnumeric16 unique values
0 missing
ATSC7snumeric19 unique values
0 missing
Eig08_EA.bo.numeric15 unique values
0 missing
ATSC7vnumeric19 unique values
0 missing
Eig08_EA.dm.numeric7 unique values
0 missing
ATSC8enumeric19 unique values
0 missing
Eig08_EA.ed.numeric14 unique values
0 missing
ATSC8inumeric19 unique values
0 missing
Eig08_EA.ri.numeric18 unique values
0 missing
ATSC8mnumeric19 unique values
0 missing
Eig09_AEA.bo.numeric14 unique values
0 missing
ATSC8pnumeric19 unique values
0 missing
Eig09_AEA.dm.numeric13 unique values
0 missing
ATSC8snumeric19 unique values
0 missing
Eig09_AEA.ed.numeric15 unique values
0 missing
ATSC8vnumeric19 unique values
0 missing
Eig09_AEA.ri.numeric19 unique values
0 missing
BACnumeric14 unique values
0 missing
Eig09_EAnumeric17 unique values
0 missing
BBInumeric14 unique values
0 missing
Eig09_EA.bo.numeric15 unique values
0 missing
BIC0numeric19 unique values
0 missing
Eig09_EA.dm.numeric7 unique values
0 missing
BIC1numeric18 unique values
0 missing
Eig09_EA.ed.numeric14 unique values
0 missing
BIC2numeric18 unique values
0 missing
Eig09_EA.ri.numeric19 unique values
0 missing
BIC3numeric17 unique values
0 missing
Eig10_AEA.bo.numeric16 unique values
0 missing
BIC4numeric17 unique values
0 missing
Eig10_AEA.dm.numeric14 unique values
0 missing
BIC5numeric17 unique values
0 missing
Eig10_AEA.ed.numeric16 unique values
0 missing
BIDnumeric13 unique values
0 missing
Eig10_AEA.ri.numeric17 unique values
0 missing
BLInumeric18 unique values
0 missing
Eig10_EAnumeric16 unique values
0 missing
BLTA96numeric19 unique values
0 missing
Eig10_EA.bo.numeric16 unique values
0 missing
BLTD48numeric19 unique values
0 missing
Eig10_EA.dm.numeric7 unique values
0 missing
BLTF96numeric19 unique values
0 missing
Eig10_EA.ed.numeric17 unique values
0 missing
C.numeric17 unique values
0 missing
Eig10_EA.ri.numeric16 unique values
0 missing
C.001numeric7 unique values
0 missing
Eig11_AEA.bo.numeric17 unique values
0 missing
C.002numeric8 unique values
0 missing
Eig11_AEA.dm.numeric16 unique values
0 missing
C.003numeric4 unique values
0 missing
Eig11_AEA.ed.numeric16 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig11_AEA.ri.numeric19 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig11_EAnumeric17 unique values
0 missing
C.006numeric6 unique values
0 missing
Eig11_EA.bo.numeric15 unique values
0 missing
C.008numeric6 unique values
0 missing
Eig11_EA.dm.numeric6 unique values
0 missing
C.016numeric3 unique values
0 missing
Eig11_EA.ed.numeric17 unique values
0 missing
C.018numeric2 unique values
0 missing
Eig11_EA.ri.numeric19 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig12_AEA.bo.numeric17 unique values
0 missing
C.024numeric7 unique values
0 missing
Eig12_AEA.dm.numeric16 unique values
0 missing
C.025numeric5 unique values
0 missing
Eig12_AEA.ed.numeric17 unique values
0 missing
C.026numeric4 unique values
0 missing
Eig12_AEA.ri.numeric18 unique values
0 missing
C.027numeric3 unique values
0 missing
Eig12_EAnumeric13 unique values
0 missing
C.028numeric3 unique values
0 missing
Eig12_EA.bo.numeric17 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig12_EA.dm.numeric6 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig12_EA.ed.numeric17 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig12_EA.ri.numeric18 unique values
0 missing
C.034numeric3 unique values
0 missing
Eig13_AEA.bo.numeric14 unique values
0 missing
C.036numeric2 unique values
0 missing
Eig13_AEA.dm.numeric14 unique values
0 missing
C.038numeric2 unique values
0 missing
Eig13_AEA.ed.numeric16 unique values
0 missing
C.040numeric7 unique values
0 missing
Eig13_AEA.ri.numeric19 unique values
0 missing
C.041numeric3 unique values
0 missing
Eig13_EAnumeric17 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig13_EA.bo.numeric14 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eig13_EA.dm.numeric3 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eig13_EA.ed.numeric17 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eig13_EA.ri.numeric18 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eig14_AEA.bo.numeric13 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
Eig14_AEA.dm.numeric15 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
Eig14_AEA.ed.numeric15 unique values
0 missing
CATS2D_01_LLnumeric11 unique values
0 missing
Eig14_AEA.ri.numeric13 unique values
0 missing
CATS2D_01_NLnumeric3 unique values
0 missing
Eig14_EAnumeric11 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
Eig14_EA.bo.numeric14 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
Eig14_EA.dm.numeric3 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eig14_EA.ed.numeric14 unique values
0 missing
CATS2D_02_DAnumeric6 unique values
0 missing
Eig14_EA.ri.numeric12 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eig15_AEA.bo.numeric16 unique values
0 missing
CATS2D_02_DLnumeric8 unique values
0 missing
Eig15_AEA.dm.numeric13 unique values
0 missing
CATS2D_02_LLnumeric15 unique values
0 missing
Eig15_AEA.ed.numeric16 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eig15_AEA.ri.numeric19 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
Eig15_EAnumeric16 unique values
0 missing
CATS2D_03_AAnumeric5 unique values
0 missing
Eig15_EA.bo.numeric17 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
Eig15_EA.dm.numeric3 unique values
0 missing
CATS2D_03_DAnumeric7 unique values
0 missing
Eig15_EA.ed.numeric16 unique values
0 missing
CATS2D_03_DDnumeric5 unique values
0 missing
Eig15_EA.ri.numeric19 unique values
0 missing
CATS2D_03_DLnumeric8 unique values
0 missing
Eta_alphanumeric19 unique values
0 missing
CATS2D_03_DNnumeric3 unique values
0 missing
Eta_alpha_Anumeric15 unique values
0 missing
CATS2D_03_LLnumeric11 unique values
0 missing
Eta_Bnumeric13 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
Eta_B_Anumeric12 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
Eta_betanumeric18 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
Eta_beta_Anumeric19 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
Eta_betaPnumeric12 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
Eta_betaP_Anumeric17 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
Eta_betaSnumeric16 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
Eta_betaS_Anumeric16 unique values
0 missing
CATS2D_04_DLnumeric10 unique values
0 missing
Eta_Cnumeric19 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
Eta_C_Anumeric19 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
Eta_epsinumeric18 unique values
0 missing
CATS2D_04_LLnumeric7 unique values
0 missing
Eta_epsi_Anumeric18 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
Eta_Fnumeric18 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
Eta_F_Anumeric17 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
Eta_FLnumeric18 unique values
0 missing
CATS2D_05_ALnumeric11 unique values
0 missing
Eta_FL_Anumeric18 unique values
0 missing
CATS2D_05_ANnumeric4 unique values
0 missing
Eta_Lnumeric19 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
Eta_L_Anumeric19 unique values
0 missing
CATS2D_05_DAnumeric7 unique values
0 missing
Eta_sh_pnumeric18 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
Eta_sh_xnumeric11 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
Eta_sh_ynumeric14 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
F.084numeric2 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS1enumeric17 unique values
0 missing
CATS2D_05_LLnumeric9 unique values
0 missing
GATS1inumeric19 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
GATS1mnumeric18 unique values
0 missing
CATS2D_06_AAnumeric7 unique values
0 missing
GATS1pnumeric19 unique values
0 missing
CATS2D_06_ALnumeric10 unique values
0 missing
GATS1snumeric19 unique values
0 missing
CATS2D_06_ANnumeric4 unique values
0 missing
GATS1vnumeric19 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS2enumeric19 unique values
0 missing
CATS2D_06_DAnumeric7 unique values
0 missing
GATS2inumeric18 unique values
0 missing
CATS2D_06_DDnumeric5 unique values
0 missing
GATS2mnumeric16 unique values
0 missing
CATS2D_06_DLnumeric9 unique values
0 missing
GATS2pnumeric19 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
GATS2snumeric15 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GATS2vnumeric19 unique values
0 missing
CATS2D_06_LLnumeric12 unique values
0 missing
GATS3enumeric17 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
GATS3inumeric19 unique values
0 missing
CATS2D_07_AAnumeric6 unique values
0 missing
GATS3mnumeric19 unique values
0 missing
CATS2D_07_ALnumeric10 unique values
0 missing
GATS3pnumeric18 unique values
0 missing
CATS2D_07_ANnumeric3 unique values
0 missing
GATS3snumeric16 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS3vnumeric19 unique values
0 missing
CATS2D_07_DAnumeric6 unique values
0 missing
GATS4enumeric19 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
GATS4inumeric19 unique values
0 missing
CATS2D_07_DLnumeric8 unique values
0 missing
GATS4mnumeric19 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
GATS4pnumeric18 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GATS4snumeric19 unique values
0 missing
CATS2D_07_LLnumeric12 unique values
0 missing
GATS4vnumeric18 unique values
0 missing
CATS2D_07_NLnumeric6 unique values
0 missing
GATS5enumeric19 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GATS5inumeric18 unique values
0 missing
CATS2D_08_AAnumeric7 unique values
0 missing
GATS5mnumeric19 unique values
0 missing
CATS2D_08_ALnumeric9 unique values
0 missing
GATS5pnumeric19 unique values
0 missing
CATS2D_08_ANnumeric3 unique values
0 missing
GATS5snumeric19 unique values
0 missing
CATS2D_08_DAnumeric6 unique values
0 missing
GATS5vnumeric18 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
GATS6enumeric19 unique values
0 missing
CATS2D_08_DLnumeric12 unique values
0 missing
GATS6inumeric19 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
GATS6mnumeric19 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GATS6pnumeric18 unique values
0 missing
CATS2D_08_LLnumeric11 unique values
0 missing
GATS6snumeric19 unique values
0 missing
CATS2D_08_NLnumeric6 unique values
0 missing
GATS6vnumeric18 unique values
0 missing
CATS2D_08_PLnumeric4 unique values
0 missing
GATS7enumeric19 unique values
0 missing
CATS2D_09_AAnumeric6 unique values
0 missing
GATS7inumeric18 unique values
0 missing
CATS2D_09_ALnumeric13 unique values
0 missing
GATS7mnumeric18 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
GATS7pnumeric18 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
GATS7snumeric19 unique values
0 missing
CATS2D_09_DAnumeric8 unique values
0 missing
GATS7vnumeric19 unique values
0 missing
CATS2D_09_DDnumeric4 unique values
0 missing
GATS8enumeric19 unique values
0 missing
CATS2D_09_DLnumeric10 unique values
0 missing
GATS8inumeric19 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
GATS8mnumeric19 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
GATS8pnumeric19 unique values
0 missing
CATS2D_09_LLnumeric12 unique values
0 missing
GATS8snumeric18 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
GATS8vnumeric19 unique values
0 missing
CENTnumeric17 unique values
0 missing
GGI1numeric10 unique values
0 missing
Chi0_AEA.bo.numeric16 unique values
0 missing
GGI10numeric16 unique values
0 missing
Chi0_AEA.dm.numeric16 unique values
0 missing
GGI2numeric11 unique values
0 missing
Chi0_AEA.ed.numeric16 unique values
0 missing
GGI3numeric15 unique values
0 missing
Chi0_AEA.ri.numeric16 unique values
0 missing
GGI4numeric15 unique values
0 missing
Chi0_EAnumeric16 unique values
0 missing
GGI5numeric16 unique values
0 missing
Chi0_EA.bo.numeric17 unique values
0 missing
GGI6numeric17 unique values
0 missing
Chi0_EA.dm.numeric14 unique values
0 missing
GGI7numeric16 unique values
0 missing
Chi0_EA.ed.numeric17 unique values
0 missing
GGI8numeric16 unique values
0 missing
Chi0_EA.ri.numeric19 unique values
0 missing
GGI9numeric16 unique values
0 missing
Chi1_AEA.bo.numeric16 unique values
0 missing
GMTInumeric17 unique values
0 missing
Chi1_AEA.dm.numeric16 unique values
0 missing
GMTIVnumeric19 unique values
0 missing
Chi1_AEA.ed.numeric16 unique values
0 missing
GNarnumeric16 unique values
0 missing
Chi1_AEA.ri.numeric16 unique values
0 missing
H.numeric18 unique values
0 missing
Chi1_EAnumeric16 unique values
0 missing
H.046numeric11 unique values
0 missing
Chi1_EA.bo.numeric17 unique values
0 missing
H.047numeric14 unique values
0 missing
Chi1_EA.dm.numeric14 unique values
0 missing
H.048numeric3 unique values
0 missing
Chi1_EA.ed.numeric17 unique values
0 missing
H.049numeric3 unique values
0 missing
Chi1_EA.ri.numeric19 unique values
0 missing
H.050numeric8 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
19
Number of instances (rows) of the dataset.
NumberOfFeatures
557
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
556
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
kNN1NErrRate
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
555.58
Mean standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
REPTreeDepth2ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
CfsSubsetEval_kNN1NKappa
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
kNN1NKappa
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2KurtosisOfNumericAtts
1.52
Second quartile (Median) of kurtosis among attributes of the numeric type.
REPTreeDepth2Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
ClassEntropy
Entropy of the target attribute values.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.24
Minimum kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.43
Second quartile (Median) of means among attributes of the numeric type.
REPTreeDepth3AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxKurtosisOfNumericAtts
19
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.14
Minimum of means among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
REPTreeDepth3ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpErrRate
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxMeansOfNumericAtts
131859.05
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
0.46
Second quartile (Median) of skewness among attributes of the numeric type.
REPTreeDepth3Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpKappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
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.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.51
Second quartile (Median) of standard deviation of attributes of the numeric type.
RandomTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Dimensionality
29.32
Number of attributes divided by the number of instances.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.56
Minimum skewness among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
RandomTreeDepth1ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MaxSkewnessOfNumericAtts
4.36
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
3.65
Third quartile of kurtosis among attributes of the numeric type.
AutoCorrelation
-0.86
Average class difference between consecutive instances.
RandomTreeDepth1Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
J48.00001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxStdDevOfNumericAtts
127542.8
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
PercentageOfNumericFeatures
99.82
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.36
Third quartile of means among attributes of the numeric type.
CfsSubsetEval_DecisionStumpAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth2AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
J48.00001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
PercentageOfSymbolicFeatures
0.18
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
CfsSubsetEval_DecisionStumpErrRate
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth2ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.0001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanKurtosisOfNumericAtts
2.57
Mean kurtosis among attributes of the numeric type.
NaiveBayesAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.61
Third quartile of skewness among attributes of the numeric type.
CfsSubsetEval_DecisionStumpKappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth2Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.0001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMeansOfNumericAtts
520.69
Mean of means among attributes of the numeric type.
NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1KurtosisOfNumericAtts
0.13
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.56
Third quartile of standard deviation of attributes of the numeric type.
CfsSubsetEval_NaiveBayesAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
NaiveBayesKappa
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1MeansOfNumericAtts
0.89
First quartile of means among attributes of the numeric type.
REPTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
RandomTreeDepth3Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
REPTreeDepth1ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesKappa
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
J48.001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile1SkewnessOfNumericAtts
-0.33
First quartile of skewness among attributes of the numeric type.
REPTreeDepth1Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_kNN1NAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
kNN1NAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
J48.001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanSkewnessOfNumericAtts
0.63
Mean skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.25
First quartile of standard deviation of attributes of the numeric type.
REPTreeDepth2AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2
CfsSubsetEval_kNN1NErrRate
Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Show all 107 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3131
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3131
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3131
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3131
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3131
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3131
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3131
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3131
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3131
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3131
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3131
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3131
0 runs - estimation_procedure: 50 times Clustering
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