Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4280

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4280

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: CHEMBL4280 (TID: 12641), and it has 37 rows and 553 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.

555 features

pXC50 (target)numeric33 unique values
0 missing
molecule_id (row identifier)nominal37 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
GGI2numeric24 unique values
0 missing
ARRnumeric26 unique values
0 missing
CATS2D_09_PLnumeric6 unique values
0 missing
GGI3numeric33 unique values
0 missing
MLOGPnumeric32 unique values
0 missing
CENTnumeric35 unique values
0 missing
GGI4numeric34 unique values
0 missing
ATSC3enumeric36 unique values
0 missing
Chi0_AEA.bo.numeric34 unique values
0 missing
GGI5numeric32 unique values
0 missing
ATSC5enumeric37 unique values
0 missing
Chi0_AEA.dm.numeric34 unique values
0 missing
GGI6numeric33 unique values
0 missing
ATSC5snumeric37 unique values
0 missing
Chi0_AEA.ed.numeric34 unique values
0 missing
GGI7numeric34 unique values
0 missing
ATSC8enumeric36 unique values
0 missing
Chi0_AEA.ri.numeric34 unique values
0 missing
GGI8numeric33 unique values
0 missing
ATSC8snumeric37 unique values
0 missing
Chi0_EAnumeric34 unique values
0 missing
GGI9numeric35 unique values
0 missing
CATS2D_05_AAnumeric9 unique values
0 missing
Chi0_EA.bo.numeric34 unique values
0 missing
GMTInumeric35 unique values
0 missing
Eig02_EA.dm.numeric15 unique values
0 missing
Chi0_EA.dm.numeric34 unique values
0 missing
GMTIVnumeric37 unique values
0 missing
Eig04_EA.dm.numeric24 unique values
0 missing
Chi0_EA.ed.numeric35 unique values
0 missing
GNarnumeric24 unique values
0 missing
GATS3inumeric33 unique values
0 missing
Chi0_EA.ri.numeric36 unique values
0 missing
H.numeric25 unique values
0 missing
MATS3inumeric30 unique values
0 missing
Chi1_AEA.bo.numeric35 unique values
0 missing
H.046numeric10 unique values
0 missing
nCsp3numeric21 unique values
0 missing
Chi1_AEA.dm.numeric35 unique values
0 missing
H.047numeric21 unique values
0 missing
NssCH2numeric15 unique values
0 missing
Chi1_AEA.ed.numeric35 unique values
0 missing
H.048numeric3 unique values
0 missing
P_VSA_s_3numeric32 unique values
0 missing
Chi1_AEA.ri.numeric35 unique values
0 missing
H.049numeric2 unique values
0 missing
SM03_EA.dm.numeric23 unique values
0 missing
Chi1_EAnumeric35 unique values
0 missing
H.050numeric18 unique values
0 missing
SM05_EA.dm.numeric29 unique values
0 missing
Chi1_EA.bo.numeric35 unique values
0 missing
H.051numeric5 unique values
0 missing
SM07_EA.dm.numeric29 unique values
0 missing
Chi1_EA.dm.numeric36 unique values
0 missing
H.052numeric9 unique values
0 missing
GATS1enumeric29 unique values
0 missing
Chi1_EA.ed.numeric35 unique values
0 missing
H.053numeric2 unique values
0 missing
AACnumeric28 unique values
0 missing
Chi1_EA.ri.numeric37 unique values
0 missing
HDcpxnumeric30 unique values
0 missing
AECCnumeric35 unique values
0 missing
CIC0numeric31 unique values
0 missing
HNarnumeric26 unique values
0 missing
ALOGPnumeric32 unique values
0 missing
CIC1numeric32 unique values
0 missing
HVcpxnumeric34 unique values
0 missing
ALOGP2numeric32 unique values
0 missing
CIC2numeric36 unique values
0 missing
Hynumeric32 unique values
0 missing
AMRnumeric32 unique values
0 missing
CIC3numeric36 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
AMWnumeric31 unique values
0 missing
CIC4numeric34 unique values
0 missing
IACnumeric32 unique values
0 missing
ATS1enumeric31 unique values
0 missing
CIC5numeric32 unique values
0 missing
IC0numeric28 unique values
0 missing
ATS1inumeric32 unique values
0 missing
CIDnumeric29 unique values
0 missing
IC1numeric30 unique values
0 missing
ATS1mnumeric30 unique values
0 missing
Cl.089numeric2 unique values
0 missing
IC2numeric37 unique values
0 missing
ATS1pnumeric32 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IC3numeric35 unique values
0 missing
ATS1snumeric30 unique values
0 missing
cRo5numeric2 unique values
0 missing
IC4numeric34 unique values
0 missing
ATS1vnumeric31 unique values
0 missing
CSInumeric35 unique values
0 missing
IC5numeric32 unique values
0 missing
ATS2enumeric31 unique values
0 missing
DBInumeric28 unique values
0 missing
ICRnumeric35 unique values
0 missing
ATS2inumeric31 unique values
0 missing
D.Dtr05numeric35 unique values
0 missing
IDDEnumeric30 unique values
0 missing
ATS2mnumeric32 unique values
0 missing
D.Dtr06numeric35 unique values
0 missing
IDDMnumeric33 unique values
0 missing
ATS2pnumeric32 unique values
0 missing
D.Dtr07numeric8 unique values
0 missing
IDEnumeric33 unique values
0 missing
ATS2snumeric36 unique values
0 missing
D.Dtr09numeric35 unique values
0 missing
IDETnumeric35 unique values
0 missing
ATS2vnumeric31 unique values
0 missing
D.Dtr10numeric13 unique values
0 missing
IDMnumeric35 unique values
0 missing
ATS3enumeric32 unique values
0 missing
D.Dtr11numeric2 unique values
0 missing
IDMTnumeric35 unique values
0 missing
ATS3inumeric32 unique values
0 missing
D.Dtr12numeric2 unique values
0 missing
ISIZnumeric30 unique values
0 missing
ATS3mnumeric36 unique values
0 missing
DECCnumeric35 unique values
0 missing
IVDEnumeric22 unique values
0 missing
ATS3pnumeric35 unique values
0 missing
DELSnumeric37 unique values
0 missing
IVDMnumeric25 unique values
0 missing
ATS3snumeric37 unique values
0 missing
DLS_01numeric3 unique values
0 missing
ATS3vnumeric36 unique values
0 missing
DLS_02numeric5 unique values
0 missing
ATS4enumeric35 unique values
0 missing
DLS_03numeric4 unique values
0 missing
ATS4inumeric33 unique values
0 missing
DLS_04numeric4 unique values
0 missing
ATS4mnumeric37 unique values
0 missing
DLS_05numeric2 unique values
0 missing
ATS4pnumeric37 unique values
0 missing
DLS_06numeric3 unique values
0 missing
ATS4snumeric37 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS4vnumeric37 unique values
0 missing
DLS_consnumeric7 unique values
0 missing
ATS5enumeric37 unique values
0 missing
Dznumeric31 unique values
0 missing
ATS5inumeric35 unique values
0 missing
ECCnumeric34 unique values
0 missing
ATS5mnumeric36 unique values
0 missing
Eig01_AEA.bo.numeric7 unique values
0 missing
ATS5pnumeric37 unique values
0 missing
Eig01_AEA.dm.numeric14 unique values
0 missing
ATS5snumeric36 unique values
0 missing
Eig01_AEA.ed.numeric9 unique values
0 missing
ATS5vnumeric36 unique values
0 missing
Eig01_AEA.ri.numeric9 unique values
0 missing
ATS6enumeric36 unique values
0 missing
Eig01_EAnumeric10 unique values
0 missing
ATS6inumeric37 unique values
0 missing
Eig01_EA.bo.numeric4 unique values
0 missing
ATS6mnumeric36 unique values
0 missing
Eig01_EA.dm.numeric10 unique values
0 missing
ATS6pnumeric36 unique values
0 missing
Eig01_EA.ed.numeric8 unique values
0 missing
ATS6snumeric37 unique values
0 missing
Eig01_EA.ri.numeric8 unique values
0 missing
ATS6vnumeric36 unique values
0 missing
Eig02_AEA.bo.numeric17 unique values
0 missing
ATS7enumeric35 unique values
0 missing
Eig02_AEA.dm.numeric20 unique values
0 missing
ATS7inumeric36 unique values
0 missing
Eig02_AEA.ed.numeric11 unique values
0 missing
ATS7mnumeric34 unique values
0 missing
Eig02_AEA.ri.numeric13 unique values
0 missing
ATS7pnumeric36 unique values
0 missing
Eig02_EAnumeric12 unique values
0 missing
ATS7snumeric36 unique values
0 missing
Eig02_EA.bo.numeric13 unique values
0 missing
ATS7vnumeric37 unique values
0 missing
Eig02_EA.ed.numeric12 unique values
0 missing
ATS8enumeric37 unique values
0 missing
Eig02_EA.ri.numeric15 unique values
0 missing
ATS8inumeric37 unique values
0 missing
Eig03_AEA.bo.numeric17 unique values
0 missing
ATS8mnumeric37 unique values
0 missing
Eig03_AEA.dm.numeric27 unique values
0 missing
ATS8pnumeric36 unique values
0 missing
Eig03_AEA.ed.numeric16 unique values
0 missing
ATS8snumeric36 unique values
0 missing
Eig03_AEA.ri.numeric18 unique values
0 missing
ATS8vnumeric37 unique values
0 missing
Eig03_EAnumeric17 unique values
0 missing
ATSC1enumeric31 unique values
0 missing
Eig03_EA.bo.numeric14 unique values
0 missing
ATSC1inumeric32 unique values
0 missing
Eig03_EA.dm.numeric21 unique values
0 missing
ATSC1mnumeric32 unique values
0 missing
Eig03_EA.ed.numeric17 unique values
0 missing
ATSC1pnumeric31 unique values
0 missing
Eig03_EA.ri.numeric19 unique values
0 missing
ATSC1snumeric36 unique values
0 missing
Eig04_AEA.bo.numeric24 unique values
0 missing
ATSC1vnumeric32 unique values
0 missing
Eig04_AEA.dm.numeric27 unique values
0 missing
ATSC2enumeric29 unique values
0 missing
Eig04_AEA.ed.numeric18 unique values
0 missing
ATSC2inumeric31 unique values
0 missing
Eig04_AEA.ri.numeric19 unique values
0 missing
ATSC2mnumeric32 unique values
0 missing
Eig04_EAnumeric19 unique values
0 missing
ATSC2pnumeric32 unique values
0 missing
Eig04_EA.bo.numeric18 unique values
0 missing
ATSC2snumeric37 unique values
0 missing
Eig04_EA.ed.numeric19 unique values
0 missing
ATSC2vnumeric32 unique values
0 missing
Eig04_EA.ri.numeric20 unique values
0 missing
ATSC3inumeric36 unique values
0 missing
Eig05_AEA.bo.numeric18 unique values
0 missing
ATSC3mnumeric36 unique values
0 missing
Eig05_AEA.dm.numeric31 unique values
0 missing
ATSC3pnumeric36 unique values
0 missing
Eig05_AEA.ed.numeric16 unique values
0 missing
ATSC3snumeric37 unique values
0 missing
Eig05_AEA.ri.numeric26 unique values
0 missing
ATSC3vnumeric36 unique values
0 missing
Eig05_EAnumeric27 unique values
0 missing
ATSC4enumeric37 unique values
0 missing
Eig05_EA.bo.numeric23 unique values
0 missing
ATSC4inumeric36 unique values
0 missing
Eig05_EA.dm.numeric27 unique values
0 missing
ATSC4mnumeric37 unique values
0 missing
Eig05_EA.ed.numeric19 unique values
0 missing
ATSC4pnumeric37 unique values
0 missing
Eig05_EA.ri.numeric26 unique values
0 missing
ATSC4snumeric37 unique values
0 missing
Eig06_AEA.bo.numeric25 unique values
0 missing
ATSC4vnumeric37 unique values
0 missing
Eig06_AEA.dm.numeric28 unique values
0 missing
ATSC5inumeric37 unique values
0 missing
Eig06_AEA.ed.numeric21 unique values
0 missing
ATSC5mnumeric37 unique values
0 missing
Eig06_AEA.ri.numeric29 unique values
0 missing
ATSC5pnumeric37 unique values
0 missing
Eig06_EAnumeric29 unique values
0 missing
ATSC5vnumeric37 unique values
0 missing
Eig06_EA.bo.numeric26 unique values
0 missing
ATSC6enumeric36 unique values
0 missing
Eig06_EA.dm.numeric26 unique values
0 missing
ATSC6inumeric37 unique values
0 missing
Eig06_EA.ed.numeric26 unique values
0 missing
ATSC6mnumeric37 unique values
0 missing
Eig06_EA.ri.numeric29 unique values
0 missing
ATSC6pnumeric37 unique values
0 missing
Eig07_AEA.bo.numeric24 unique values
0 missing
ATSC6snumeric37 unique values
0 missing
Eig07_AEA.dm.numeric30 unique values
0 missing
ATSC6vnumeric37 unique values
0 missing
Eig07_AEA.ed.numeric21 unique values
0 missing
ATSC7enumeric37 unique values
0 missing
Eig07_AEA.ri.numeric28 unique values
0 missing
ATSC7inumeric37 unique values
0 missing
Eig07_EAnumeric27 unique values
0 missing
ATSC7mnumeric37 unique values
0 missing
Eig07_EA.bo.numeric28 unique values
0 missing
ATSC7pnumeric37 unique values
0 missing
Eig07_EA.dm.numeric29 unique values
0 missing
ATSC7snumeric37 unique values
0 missing
Eig07_EA.ed.numeric23 unique values
0 missing
ATSC7vnumeric37 unique values
0 missing
Eig07_EA.ri.numeric29 unique values
0 missing
ATSC8inumeric37 unique values
0 missing
Eig08_AEA.bo.numeric26 unique values
0 missing
ATSC8mnumeric37 unique values
0 missing
Eig08_AEA.dm.numeric26 unique values
0 missing
ATSC8pnumeric37 unique values
0 missing
Eig08_AEA.ed.numeric21 unique values
0 missing
ATSC8vnumeric37 unique values
0 missing
Eig08_AEA.ri.numeric28 unique values
0 missing
BACnumeric28 unique values
0 missing
Eig08_EAnumeric30 unique values
0 missing
BBInumeric26 unique values
0 missing
Eig08_EA.bo.numeric26 unique values
0 missing
BIC0numeric17 unique values
0 missing
Eig08_EA.dm.numeric25 unique values
0 missing
BIC1numeric28 unique values
0 missing
Eig08_EA.ed.numeric22 unique values
0 missing
BIC2numeric27 unique values
0 missing
Eig08_EA.ri.numeric27 unique values
0 missing
BIC3numeric32 unique values
0 missing
Eig09_AEA.bo.numeric31 unique values
0 missing
BIC4numeric29 unique values
0 missing
Eig09_AEA.dm.numeric25 unique values
0 missing
BIC5numeric23 unique values
0 missing
Eig09_AEA.ed.numeric24 unique values
0 missing
BIDnumeric26 unique values
0 missing
Eig09_AEA.ri.numeric30 unique values
0 missing
BLInumeric29 unique values
0 missing
Eig09_EAnumeric31 unique values
0 missing
BLTA96numeric29 unique values
0 missing
Eig09_EA.bo.numeric30 unique values
0 missing
BLTD48numeric31 unique values
0 missing
Eig09_EA.dm.numeric27 unique values
0 missing
BLTF96numeric30 unique values
0 missing
Eig09_EA.ed.numeric28 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig09_EA.ri.numeric28 unique values
0 missing
C.numeric26 unique values
0 missing
Eig10_AEA.bo.numeric33 unique values
0 missing
C.001numeric7 unique values
0 missing
Eig10_AEA.dm.numeric27 unique values
0 missing
C.002numeric10 unique values
0 missing
Eig10_AEA.ed.numeric24 unique values
0 missing
C.003numeric4 unique values
0 missing
Eig10_AEA.ri.numeric26 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig10_EAnumeric26 unique values
0 missing
C.005numeric2 unique values
0 missing
Eig10_EA.bo.numeric30 unique values
0 missing
C.006numeric12 unique values
0 missing
Eig10_EA.dm.numeric25 unique values
0 missing
C.008numeric6 unique values
0 missing
Eig10_EA.ed.numeric29 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig10_EA.ri.numeric24 unique values
0 missing
C.011numeric3 unique values
0 missing
Eig11_AEA.bo.numeric31 unique values
0 missing
C.016numeric4 unique values
0 missing
Eig11_AEA.dm.numeric24 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig11_AEA.ed.numeric24 unique values
0 missing
C.019numeric3 unique values
0 missing
Eig11_AEA.ri.numeric26 unique values
0 missing
C.024numeric8 unique values
0 missing
Eig11_EAnumeric28 unique values
0 missing
C.025numeric7 unique values
0 missing
Eig11_EA.bo.numeric27 unique values
0 missing
C.026numeric6 unique values
0 missing
Eig11_EA.dm.numeric27 unique values
0 missing
C.027numeric2 unique values
0 missing
Eig11_EA.ed.numeric29 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig11_EA.ri.numeric30 unique values
0 missing
C.029numeric2 unique values
0 missing
Eig12_AEA.bo.numeric31 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig12_AEA.dm.numeric25 unique values
0 missing
C.034numeric2 unique values
0 missing
Eig12_AEA.ed.numeric27 unique values
0 missing
C.038numeric2 unique values
0 missing
Eig12_AEA.ri.numeric28 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig12_EAnumeric28 unique values
0 missing
C.040numeric13 unique values
0 missing
Eig12_EA.bo.numeric32 unique values
0 missing
C.041numeric3 unique values
0 missing
Eig12_EA.dm.numeric28 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig12_EA.ed.numeric27 unique values
0 missing
CATS2D_00_DDnumeric6 unique values
0 missing
Eig12_EA.ri.numeric27 unique values
0 missing
CATS2D_00_DPnumeric6 unique values
0 missing
Eig13_AEA.bo.numeric31 unique values
0 missing
CATS2D_00_PPnumeric6 unique values
0 missing
Eig13_AEA.dm.numeric30 unique values
0 missing
CATS2D_01_ANnumeric5 unique values
0 missing
Eig13_AEA.ed.numeric28 unique values
0 missing
CATS2D_01_DDnumeric2 unique values
0 missing
Eig13_AEA.ri.numeric30 unique values
0 missing
CATS2D_01_DNnumeric5 unique values
0 missing
Eig13_EAnumeric29 unique values
0 missing
CATS2D_01_LLnumeric12 unique values
0 missing
Eig13_EA.bo.numeric34 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig13_EA.dm.numeric32 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
Eig13_EA.ed.numeric30 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
Eig13_EA.ri.numeric30 unique values
0 missing
CATS2D_02_ANnumeric4 unique values
0 missing
Eig14_AEA.bo.numeric27 unique values
0 missing
CATS2D_02_APnumeric4 unique values
0 missing
Eig14_AEA.dm.numeric29 unique values
0 missing
CATS2D_02_DAnumeric12 unique values
0 missing
Eig14_AEA.ed.numeric30 unique values
0 missing
CATS2D_02_DDnumeric3 unique values
0 missing
Eig14_AEA.ri.numeric25 unique values
0 missing
CATS2D_02_DLnumeric10 unique values
0 missing
Eig14_EAnumeric26 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
Eig14_EA.bo.numeric30 unique values
0 missing
CATS2D_02_LLnumeric13 unique values
0 missing
Eig14_EA.dm.numeric29 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eig14_EA.ed.numeric32 unique values
0 missing
CATS2D_02_PLnumeric5 unique values
0 missing
Eig14_EA.ri.numeric26 unique values
0 missing
CATS2D_02_PPnumeric2 unique values
0 missing
Eig15_AEA.bo.numeric25 unique values
0 missing
CATS2D_03_AAnumeric7 unique values
0 missing
Eig15_AEA.dm.numeric28 unique values
0 missing
CATS2D_03_ALnumeric10 unique values
0 missing
Eig15_AEA.ed.numeric26 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
Eig15_AEA.ri.numeric28 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Eig15_EAnumeric29 unique values
0 missing
CATS2D_03_DAnumeric12 unique values
0 missing
Eig15_EA.bo.numeric26 unique values
0 missing
CATS2D_03_DDnumeric10 unique values
0 missing
Eig15_EA.dm.numeric27 unique values
0 missing
CATS2D_03_DLnumeric12 unique values
0 missing
Eig15_EA.ed.numeric27 unique values
0 missing
CATS2D_03_DPnumeric3 unique values
0 missing
Eig15_EA.ri.numeric29 unique values
0 missing
CATS2D_03_LLnumeric13 unique values
0 missing
Eta_alphanumeric32 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
CATS2D_03_PLnumeric6 unique values
0 missing
Eta_Bnumeric31 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
Eta_B_Anumeric8 unique values
0 missing
CATS2D_04_ALnumeric14 unique values
0 missing
Eta_betanumeric29 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
Eta_beta_Anumeric29 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
Eta_betaPnumeric25 unique values
0 missing
CATS2D_04_DAnumeric7 unique values
0 missing
Eta_betaP_Anumeric28 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
Eta_betaSnumeric25 unique values
0 missing
CATS2D_04_DLnumeric11 unique values
0 missing
Eta_betaS_Anumeric20 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
Eta_Cnumeric37 unique values
0 missing
CATS2D_04_LLnumeric11 unique values
0 missing
Eta_C_Anumeric36 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
Eta_epsinumeric32 unique values
0 missing
CATS2D_04_NNnumeric3 unique values
0 missing
Eta_epsi_Anumeric25 unique values
0 missing
CATS2D_04_PLnumeric5 unique values
0 missing
Eta_Fnumeric37 unique values
0 missing
CATS2D_05_ALnumeric13 unique values
0 missing
Eta_F_Anumeric35 unique values
0 missing
CATS2D_05_ANnumeric5 unique values
0 missing
Eta_FLnumeric35 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
Eta_FL_Anumeric21 unique values
0 missing
CATS2D_05_DAnumeric14 unique values
0 missing
Eta_Lnumeric36 unique values
0 missing
CATS2D_05_DDnumeric4 unique values
0 missing
Eta_L_Anumeric25 unique values
0 missing
CATS2D_05_DLnumeric13 unique values
0 missing
Eta_sh_pnumeric29 unique values
0 missing
CATS2D_05_DNnumeric4 unique values
0 missing
Eta_sh_xnumeric10 unique values
0 missing
CATS2D_05_DPnumeric4 unique values
0 missing
Eta_sh_ynumeric25 unique values
0 missing
CATS2D_05_LLnumeric15 unique values
0 missing
GATS1inumeric30 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS1mnumeric29 unique values
0 missing
CATS2D_05_PLnumeric6 unique values
0 missing
GATS1pnumeric31 unique values
0 missing
CATS2D_05_PPnumeric2 unique values
0 missing
GATS1snumeric29 unique values
0 missing
CATS2D_06_AAnumeric10 unique values
0 missing
GATS1vnumeric28 unique values
0 missing
CATS2D_06_ALnumeric12 unique values
0 missing
GATS2enumeric29 unique values
0 missing
CATS2D_06_APnumeric4 unique values
0 missing
GATS2inumeric28 unique values
0 missing
CATS2D_06_DAnumeric18 unique values
0 missing
GATS2mnumeric29 unique values
0 missing
CATS2D_06_DDnumeric11 unique values
0 missing
GATS2pnumeric31 unique values
0 missing
CATS2D_06_DLnumeric14 unique values
0 missing
GATS2snumeric25 unique values
0 missing
CATS2D_06_DPnumeric6 unique values
0 missing
GATS2vnumeric30 unique values
0 missing
CATS2D_06_LLnumeric17 unique values
0 missing
GATS3enumeric32 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
GATS3mnumeric34 unique values
0 missing
CATS2D_06_PLnumeric4 unique values
0 missing
GATS3pnumeric32 unique values
0 missing
CATS2D_06_PPnumeric2 unique values
0 missing
GATS3snumeric31 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
GATS3vnumeric32 unique values
0 missing
CATS2D_07_ALnumeric12 unique values
0 missing
GATS4enumeric37 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
GATS4inumeric33 unique values
0 missing
CATS2D_07_DAnumeric9 unique values
0 missing
GATS4mnumeric31 unique values
0 missing
CATS2D_07_DDnumeric4 unique values
0 missing
GATS4pnumeric32 unique values
0 missing
CATS2D_07_DLnumeric15 unique values
0 missing
GATS4snumeric34 unique values
0 missing
CATS2D_07_DPnumeric3 unique values
0 missing
GATS4vnumeric31 unique values
0 missing
CATS2D_07_LLnumeric14 unique values
0 missing
GATS5enumeric34 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
GATS5inumeric35 unique values
0 missing
CATS2D_07_NNnumeric4 unique values
0 missing
GATS5mnumeric33 unique values
0 missing
CATS2D_07_PLnumeric4 unique values
0 missing
GATS5pnumeric29 unique values
0 missing
CATS2D_08_AAnumeric10 unique values
0 missing
GATS5snumeric33 unique values
0 missing
CATS2D_08_ALnumeric14 unique values
0 missing
GATS5vnumeric26 unique values
0 missing
CATS2D_08_ANnumeric6 unique values
0 missing
GATS6enumeric36 unique values
0 missing
CATS2D_08_APnumeric6 unique values
0 missing
GATS6inumeric31 unique values
0 missing
CATS2D_08_DAnumeric16 unique values
0 missing
GATS6mnumeric29 unique values
0 missing
CATS2D_08_DDnumeric8 unique values
0 missing
GATS6pnumeric31 unique values
0 missing
CATS2D_08_DLnumeric20 unique values
0 missing
GATS6snumeric35 unique values
0 missing
CATS2D_08_DNnumeric5 unique values
0 missing
GATS6vnumeric35 unique values
0 missing
CATS2D_08_DPnumeric6 unique values
0 missing
GATS7enumeric36 unique values
0 missing
CATS2D_08_LLnumeric14 unique values
0 missing
GATS7inumeric29 unique values
0 missing
CATS2D_08_NLnumeric4 unique values
0 missing
GATS7mnumeric36 unique values
0 missing
CATS2D_08_PLnumeric6 unique values
0 missing
GATS7pnumeric32 unique values
0 missing
CATS2D_08_PPnumeric2 unique values
0 missing
GATS7snumeric33 unique values
0 missing
CATS2D_09_AAnumeric10 unique values
0 missing
GATS7vnumeric32 unique values
0 missing
CATS2D_09_ALnumeric15 unique values
0 missing
GATS8enumeric36 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
GATS8inumeric30 unique values
0 missing
CATS2D_09_APnumeric5 unique values
0 missing
GATS8mnumeric30 unique values
0 missing
CATS2D_09_DAnumeric15 unique values
0 missing
GATS8pnumeric36 unique values
0 missing
CATS2D_09_DDnumeric14 unique values
0 missing
GATS8snumeric34 unique values
0 missing
CATS2D_09_DLnumeric15 unique values
0 missing
GATS8vnumeric27 unique values
0 missing
CATS2D_09_DPnumeric5 unique values
0 missing
GGI1numeric21 unique values
0 missing
CATS2D_09_LLnumeric15 unique values
0 missing
GGI10numeric35 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
37
Number of instances (rows) of the dataset.
NumberOfFeatures
555
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
554
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
15
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
3.78
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
-0.23
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.73
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
3429.55
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
-0.14
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.11
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.5
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
37
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.16
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
1012785.68
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
10.22
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
99.82
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
8.4
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-6.08
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.18
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
6.08
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
0.76
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
810459.53
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.42
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.97
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
1.14
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
6.85
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
4314.26
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-1.84
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.01
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.22
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-CHEMBL4280
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4280
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4280
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4280
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4280
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4280
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4280
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4280
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4280
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4280
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4280
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4280
0 runs - estimation_procedure: 50 times Clustering
Define a new task