Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4785

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4785

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: CHEMBL4785 (TID: 11392), and it has 30 rows and 522 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.

524 features

pXC50 (target)numeric22 unique values
0 missing
molecule_id (row identifier)nominal30 unique values
0 missing
CATS2D_07_DLnumeric7 unique values
0 missing
GGI3numeric12 unique values
0 missing
MPC10numeric23 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GGI4numeric15 unique values
0 missing
P_VSA_LogP_5numeric10 unique values
0 missing
CATS2D_07_LLnumeric13 unique values
0 missing
GGI5numeric15 unique values
0 missing
Chi0_EA.dm.numeric22 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
GGI6numeric16 unique values
0 missing
D.Dtr06numeric24 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GMTInumeric25 unique values
0 missing
Eig07_EAnumeric22 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GMTIVnumeric29 unique values
0 missing
Eig08_EAnumeric24 unique values
0 missing
CATS2D_08_ALnumeric7 unique values
0 missing
GNarnumeric19 unique values
0 missing
Eig09_EA.ed.numeric22 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
H.numeric23 unique values
0 missing
Eig10_EA.bo.numeric21 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
H.046numeric9 unique values
0 missing
Eig11_AEA.bo.numeric26 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
H.047numeric10 unique values
0 missing
Eig11_EA.bo.numeric23 unique values
0 missing
CATS2D_08_DLnumeric8 unique values
0 missing
H.048numeric2 unique values
0 missing
Eig12_AEA.bo.numeric27 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
Eig12_EA.bo.numeric27 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
Eig15_AEA.bo.numeric26 unique values
0 missing
CATS2D_08_LLnumeric14 unique values
0 missing
Eig15_EA.bo.numeric27 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
GGI10numeric20 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
MPC03numeric17 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
MPC04numeric20 unique values
0 missing
CATS2D_09_ALnumeric7 unique values
0 missing
MWC04numeric25 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
MWC05numeric24 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
MWC06numeric25 unique values
0 missing
CATS2D_09_DDnumeric4 unique values
0 missing
MWC07numeric25 unique values
0 missing
CATS2D_09_DLnumeric8 unique values
0 missing
MWC08numeric24 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
piPC01numeric15 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
piPC02numeric19 unique values
0 missing
CATS2D_09_LLnumeric9 unique values
0 missing
SCBOnumeric15 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
SM02_AEA.bo.numeric22 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
SM02_AEA.dm.numeric24 unique values
0 missing
CENTnumeric25 unique values
0 missing
SM02_AEA.ed.numeric22 unique values
0 missing
Chi0_AEA.bo.numeric24 unique values
0 missing
SM02_EA.bo.numeric19 unique values
0 missing
Chi0_AEA.dm.numeric24 unique values
0 missing
SM03_AEA.bo.numeric23 unique values
0 missing
Chi0_AEA.ed.numeric24 unique values
0 missing
SM04_AEA.bo.numeric26 unique values
0 missing
Chi0_AEA.ri.numeric24 unique values
0 missing
SM04_AEA.ri.numeric22 unique values
0 missing
Chi0_EAnumeric24 unique values
0 missing
SM05_AEA.bo.numeric26 unique values
0 missing
Chi0_EA.bo.numeric27 unique values
0 missing
SM15_AEA.bo.numeric22 unique values
0 missing
Chi0_EA.ed.numeric25 unique values
0 missing
SpAD_EA.bo.numeric28 unique values
0 missing
Chi0_EA.ri.numeric29 unique values
0 missing
SpAD_EA.ed.numeric25 unique values
0 missing
Chi1_AEA.bo.numeric25 unique values
0 missing
SRW06numeric24 unique values
0 missing
Chi1_AEA.dm.numeric25 unique values
0 missing
SRW08numeric24 unique values
0 missing
Chi1_AEA.ed.numeric25 unique values
0 missing
SRW10numeric22 unique values
0 missing
Chi1_AEA.ri.numeric25 unique values
0 missing
TPCnumeric21 unique values
0 missing
Chi1_EAnumeric25 unique values
0 missing
Wapnumeric25 unique values
0 missing
Chi1_EA.bo.numeric27 unique values
0 missing
X3solnumeric27 unique values
0 missing
Chi1_EA.dm.numeric22 unique values
0 missing
X4numeric25 unique values
0 missing
Chi1_EA.ed.numeric25 unique values
0 missing
X4solnumeric27 unique values
0 missing
Chi1_EA.ri.numeric29 unique values
0 missing
X5numeric25 unique values
0 missing
CIC0numeric25 unique values
0 missing
X5solnumeric27 unique values
0 missing
CIC1numeric26 unique values
0 missing
Xindexnumeric23 unique values
0 missing
CIC2numeric28 unique values
0 missing
ZM2Madnumeric29 unique values
0 missing
CIC3numeric28 unique values
0 missing
GGI7numeric19 unique values
0 missing
CIC4numeric27 unique values
0 missing
GGI8numeric22 unique values
0 missing
CIC5numeric27 unique values
0 missing
MPC07numeric22 unique values
0 missing
CIDnumeric23 unique values
0 missing
MPC08numeric21 unique values
0 missing
Cl.086numeric2 unique values
0 missing
MPC09numeric23 unique values
0 missing
Cl.089numeric3 unique values
0 missing
Eta_FLnumeric22 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATS2mnumeric29 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATS3mnumeric28 unique values
0 missing
CSInumeric24 unique values
0 missing
Eig09_AEA.bo.numeric15 unique values
0 missing
DBInumeric14 unique values
0 missing
Eig09_AEA.ri.numeric18 unique values
0 missing
D.Dtr05numeric4 unique values
0 missing
Eig09_EAnumeric21 unique values
0 missing
D.Dtr10numeric24 unique values
0 missing
Eig10_EA.ed.numeric12 unique values
0 missing
DECCnumeric25 unique values
0 missing
Eig11_AEA.ed.numeric11 unique values
0 missing
DELSnumeric30 unique values
0 missing
Eig11_EA.ed.numeric15 unique values
0 missing
DLS_01numeric3 unique values
0 missing
Eig13_AEA.ed.numeric19 unique values
0 missing
DLS_02numeric3 unique values
0 missing
GGI9numeric21 unique values
0 missing
DLS_03numeric3 unique values
0 missing
MATS1pnumeric22 unique values
0 missing
DLS_04numeric3 unique values
0 missing
MATS1vnumeric22 unique values
0 missing
DLS_05numeric2 unique values
0 missing
SM03_AEA.dm.numeric21 unique values
0 missing
DLS_06numeric3 unique values
0 missing
SM05_AEA.ri.numeric12 unique values
0 missing
DLS_07numeric2 unique values
0 missing
SM06_AEA.ri.numeric15 unique values
0 missing
DLS_consnumeric10 unique values
0 missing
ZM1Vnumeric27 unique values
0 missing
Dznumeric18 unique values
0 missing
AACnumeric23 unique values
0 missing
ECCnumeric25 unique values
0 missing
AECCnumeric25 unique values
0 missing
Eig01_AEA.bo.numeric8 unique values
0 missing
ALOGPnumeric30 unique values
0 missing
Eig01_AEA.dm.numeric14 unique values
0 missing
ALOGP2numeric30 unique values
0 missing
Eig01_AEA.ed.numeric4 unique values
0 missing
AMRnumeric30 unique values
0 missing
Eig01_AEA.ri.numeric7 unique values
0 missing
AMWnumeric26 unique values
0 missing
Eig01_EAnumeric5 unique values
0 missing
ARRnumeric15 unique values
0 missing
Eig01_EA.bo.numeric8 unique values
0 missing
ATS1enumeric26 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
ATS1inumeric25 unique values
0 missing
Eig01_EA.ed.numeric6 unique values
0 missing
ATS1mnumeric26 unique values
0 missing
Eig01_EA.ri.numeric6 unique values
0 missing
ATS1pnumeric26 unique values
0 missing
Eig02_AEA.bo.numeric10 unique values
0 missing
ATS1snumeric28 unique values
0 missing
Eig02_AEA.dm.numeric20 unique values
0 missing
ATS1vnumeric25 unique values
0 missing
Eig02_AEA.ed.numeric8 unique values
0 missing
ATS2enumeric27 unique values
0 missing
Eig02_AEA.ri.numeric10 unique values
0 missing
ATS2inumeric25 unique values
0 missing
Eig02_EAnumeric10 unique values
0 missing
ATS2pnumeric28 unique values
0 missing
Eig02_EA.bo.numeric9 unique values
0 missing
ATS2snumeric30 unique values
0 missing
Eig02_EA.dm.numeric4 unique values
0 missing
ATS2vnumeric28 unique values
0 missing
Eig02_EA.ed.numeric10 unique values
0 missing
ATS3enumeric29 unique values
0 missing
Eig02_EA.ri.numeric8 unique values
0 missing
ATS3inumeric27 unique values
0 missing
Eig03_AEA.bo.numeric8 unique values
0 missing
ATS3pnumeric29 unique values
0 missing
Eig03_AEA.dm.numeric11 unique values
0 missing
ATS3snumeric28 unique values
0 missing
Eig03_AEA.ed.numeric8 unique values
0 missing
ATS3vnumeric30 unique values
0 missing
Eig03_AEA.ri.numeric9 unique values
0 missing
ATS4enumeric28 unique values
0 missing
Eig03_EAnumeric8 unique values
0 missing
ATS4inumeric30 unique values
0 missing
Eig03_EA.bo.numeric9 unique values
0 missing
ATS4mnumeric27 unique values
0 missing
Eig03_EA.dm.numeric3 unique values
0 missing
ATS4pnumeric27 unique values
0 missing
Eig03_EA.ed.numeric9 unique values
0 missing
ATS4snumeric27 unique values
0 missing
Eig03_EA.ri.numeric8 unique values
0 missing
ATS4vnumeric29 unique values
0 missing
Eig04_AEA.bo.numeric18 unique values
0 missing
ATS5enumeric26 unique values
0 missing
Eig04_AEA.dm.numeric18 unique values
0 missing
ATS5inumeric25 unique values
0 missing
Eig04_AEA.ed.numeric6 unique values
0 missing
ATS5mnumeric30 unique values
0 missing
Eig04_AEA.ri.numeric10 unique values
0 missing
ATS5pnumeric28 unique values
0 missing
Eig04_EAnumeric11 unique values
0 missing
ATS5snumeric23 unique values
0 missing
Eig04_EA.bo.numeric15 unique values
0 missing
ATS5vnumeric28 unique values
0 missing
Eig04_EA.dm.numeric6 unique values
0 missing
ATS6enumeric27 unique values
0 missing
Eig04_EA.ed.numeric8 unique values
0 missing
ATS6inumeric23 unique values
0 missing
Eig04_EA.ri.numeric9 unique values
0 missing
ATS6mnumeric30 unique values
0 missing
Eig05_AEA.bo.numeric13 unique values
0 missing
ATS6pnumeric30 unique values
0 missing
Eig05_AEA.dm.numeric7 unique values
0 missing
ATS6snumeric26 unique values
0 missing
Eig05_AEA.ed.numeric8 unique values
0 missing
ATS6vnumeric28 unique values
0 missing
Eig05_AEA.ri.numeric16 unique values
0 missing
ATS7enumeric28 unique values
0 missing
Eig05_EAnumeric18 unique values
0 missing
ATS7inumeric27 unique values
0 missing
Eig05_EA.bo.numeric11 unique values
0 missing
ATS7mnumeric30 unique values
0 missing
Eig05_EA.dm.numeric4 unique values
0 missing
ATS7pnumeric29 unique values
0 missing
Eig05_EA.ed.numeric9 unique values
0 missing
ATS7snumeric27 unique values
0 missing
Eig05_EA.ri.numeric13 unique values
0 missing
ATS7vnumeric27 unique values
0 missing
Eig06_AEA.bo.numeric15 unique values
0 missing
ATS8enumeric30 unique values
0 missing
Eig06_AEA.dm.numeric19 unique values
0 missing
ATS8inumeric29 unique values
0 missing
Eig06_AEA.ed.numeric9 unique values
0 missing
ATS8mnumeric30 unique values
0 missing
Eig06_AEA.ri.numeric22 unique values
0 missing
ATS8pnumeric30 unique values
0 missing
Eig06_EAnumeric20 unique values
0 missing
ATS8snumeric30 unique values
0 missing
Eig06_EA.bo.numeric16 unique values
0 missing
ATS8vnumeric30 unique values
0 missing
Eig06_EA.dm.numeric5 unique values
0 missing
ATSC1enumeric26 unique values
0 missing
Eig06_EA.ed.numeric13 unique values
0 missing
ATSC1inumeric25 unique values
0 missing
Eig06_EA.ri.numeric19 unique values
0 missing
ATSC1mnumeric27 unique values
0 missing
Eig07_AEA.bo.numeric22 unique values
0 missing
ATSC1pnumeric27 unique values
0 missing
Eig07_AEA.dm.numeric20 unique values
0 missing
ATSC1snumeric30 unique values
0 missing
Eig07_AEA.ed.numeric12 unique values
0 missing
ATSC1vnumeric27 unique values
0 missing
Eig07_AEA.ri.numeric25 unique values
0 missing
ATSC2enumeric28 unique values
0 missing
Eig07_EA.bo.numeric18 unique values
0 missing
ATSC2inumeric29 unique values
0 missing
Eig07_EA.dm.numeric4 unique values
0 missing
ATSC2mnumeric30 unique values
0 missing
Eig07_EA.ed.numeric20 unique values
0 missing
ATSC2pnumeric30 unique values
0 missing
Eig07_EA.ri.numeric23 unique values
0 missing
ATSC2snumeric30 unique values
0 missing
Eig08_AEA.bo.numeric19 unique values
0 missing
ATSC2vnumeric29 unique values
0 missing
Eig08_AEA.dm.numeric24 unique values
0 missing
ATSC3enumeric29 unique values
0 missing
Eig08_AEA.ed.numeric16 unique values
0 missing
ATSC3inumeric29 unique values
0 missing
Eig08_AEA.ri.numeric24 unique values
0 missing
ATSC3mnumeric30 unique values
0 missing
Eig08_EA.bo.numeric18 unique values
0 missing
ATSC3pnumeric30 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
ATSC3snumeric30 unique values
0 missing
Eig08_EA.ed.numeric22 unique values
0 missing
ATSC3vnumeric30 unique values
0 missing
Eig08_EA.ri.numeric19 unique values
0 missing
ATSC4enumeric29 unique values
0 missing
Eig09_AEA.dm.numeric28 unique values
0 missing
ATSC4inumeric30 unique values
0 missing
Eig09_AEA.ed.numeric10 unique values
0 missing
ATSC4mnumeric30 unique values
0 missing
Eig09_EA.bo.numeric13 unique values
0 missing
ATSC4pnumeric30 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
ATSC4snumeric30 unique values
0 missing
Eig09_EA.ri.numeric18 unique values
0 missing
ATSC4vnumeric30 unique values
0 missing
Eig10_AEA.bo.numeric19 unique values
0 missing
ATSC5enumeric30 unique values
0 missing
Eig10_AEA.dm.numeric20 unique values
0 missing
ATSC5inumeric29 unique values
0 missing
Eig10_AEA.ed.numeric10 unique values
0 missing
ATSC5mnumeric30 unique values
0 missing
Eig10_AEA.ri.numeric18 unique values
0 missing
ATSC5pnumeric30 unique values
0 missing
Eig10_EAnumeric19 unique values
0 missing
ATSC5snumeric30 unique values
0 missing
Eig10_EA.ri.numeric17 unique values
0 missing
ATSC5vnumeric30 unique values
0 missing
Eig11_AEA.dm.numeric26 unique values
0 missing
ATSC6enumeric29 unique values
0 missing
Eig11_AEA.ri.numeric23 unique values
0 missing
ATSC6inumeric30 unique values
0 missing
Eig11_EAnumeric20 unique values
0 missing
ATSC6mnumeric30 unique values
0 missing
Eig11_EA.ri.numeric24 unique values
0 missing
ATSC6pnumeric30 unique values
0 missing
Eig12_AEA.dm.numeric17 unique values
0 missing
ATSC6snumeric30 unique values
0 missing
Eig12_AEA.ed.numeric13 unique values
0 missing
ATSC6vnumeric30 unique values
0 missing
Eig12_AEA.ri.numeric27 unique values
0 missing
ATSC7enumeric30 unique values
0 missing
Eig12_EAnumeric24 unique values
0 missing
ATSC7inumeric30 unique values
0 missing
Eig12_EA.ed.numeric20 unique values
0 missing
ATSC7mnumeric30 unique values
0 missing
Eig12_EA.ri.numeric27 unique values
0 missing
ATSC7pnumeric30 unique values
0 missing
Eig13_AEA.bo.numeric29 unique values
0 missing
ATSC7snumeric30 unique values
0 missing
Eig13_AEA.dm.numeric25 unique values
0 missing
ATSC7vnumeric30 unique values
0 missing
Eig13_AEA.ri.numeric27 unique values
0 missing
ATSC8enumeric30 unique values
0 missing
Eig13_EAnumeric23 unique values
0 missing
ATSC8inumeric30 unique values
0 missing
Eig13_EA.bo.numeric27 unique values
0 missing
ATSC8mnumeric30 unique values
0 missing
Eig13_EA.ed.numeric24 unique values
0 missing
ATSC8pnumeric30 unique values
0 missing
Eig13_EA.ri.numeric29 unique values
0 missing
ATSC8snumeric30 unique values
0 missing
Eig14_AEA.bo.numeric25 unique values
0 missing
ATSC8vnumeric30 unique values
0 missing
Eig14_AEA.dm.numeric21 unique values
0 missing
BACnumeric16 unique values
0 missing
Eig14_AEA.ed.numeric21 unique values
0 missing
BBInumeric17 unique values
0 missing
Eig14_AEA.ri.numeric26 unique values
0 missing
BIC0numeric21 unique values
0 missing
Eig14_EAnumeric25 unique values
0 missing
BIC1numeric24 unique values
0 missing
Eig14_EA.bo.numeric25 unique values
0 missing
BIC2numeric23 unique values
0 missing
Eig14_EA.ed.numeric25 unique values
0 missing
BIC3numeric25 unique values
0 missing
Eig14_EA.ri.numeric24 unique values
0 missing
BIC4numeric25 unique values
0 missing
Eig15_AEA.dm.numeric20 unique values
0 missing
BIC5numeric24 unique values
0 missing
Eig15_AEA.ed.numeric24 unique values
0 missing
BIDnumeric15 unique values
0 missing
Eig15_AEA.ri.numeric21 unique values
0 missing
BLInumeric29 unique values
0 missing
Eig15_EAnumeric18 unique values
0 missing
BLTA96numeric25 unique values
0 missing
Eig15_EA.ed.numeric22 unique values
0 missing
BLTD48numeric26 unique values
0 missing
Eig15_EA.ri.numeric24 unique values
0 missing
BLTF96numeric25 unique values
0 missing
Eta_alphanumeric20 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
C.numeric17 unique values
0 missing
Eta_Bnumeric14 unique values
0 missing
C.001numeric4 unique values
0 missing
Eta_B_Anumeric12 unique values
0 missing
C.002numeric6 unique values
0 missing
Eta_betanumeric20 unique values
0 missing
C.003numeric3 unique values
0 missing
Eta_beta_Anumeric22 unique values
0 missing
C.005numeric3 unique values
0 missing
Eta_betaPnumeric8 unique values
0 missing
C.006numeric5 unique values
0 missing
Eta_betaP_Anumeric20 unique values
0 missing
C.007numeric2 unique values
0 missing
Eta_betaSnumeric16 unique values
0 missing
C.008numeric3 unique values
0 missing
Eta_betaS_Anumeric13 unique values
0 missing
C.011numeric2 unique values
0 missing
Eta_Cnumeric30 unique values
0 missing
C.015numeric2 unique values
0 missing
Eta_C_Anumeric29 unique values
0 missing
C.017numeric2 unique values
0 missing
Eta_epsinumeric26 unique values
0 missing
C.024numeric5 unique values
0 missing
Eta_epsi_Anumeric23 unique values
0 missing
C.025numeric2 unique values
0 missing
Eta_Fnumeric30 unique values
0 missing
C.026numeric3 unique values
0 missing
Eta_F_Anumeric30 unique values
0 missing
C.038numeric2 unique values
0 missing
Eta_FL_Anumeric25 unique values
0 missing
C.039numeric2 unique values
0 missing
Eta_Lnumeric30 unique values
0 missing
C.040numeric2 unique values
0 missing
Eta_L_Anumeric25 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_sh_pnumeric26 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_sh_xnumeric14 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eta_sh_ynumeric23 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
GATS1enumeric24 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
GATS1inumeric26 unique values
0 missing
CATS2D_01_LLnumeric8 unique values
0 missing
GATS1mnumeric26 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
GATS1pnumeric26 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GATS1snumeric28 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
GATS1vnumeric26 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
GATS2enumeric25 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GATS2inumeric28 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
GATS2mnumeric28 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
GATS2pnumeric27 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS2snumeric27 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS2vnumeric29 unique values
0 missing
CATS2D_03_ALnumeric4 unique values
0 missing
GATS3enumeric27 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS3inumeric27 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS3mnumeric28 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
GATS3pnumeric28 unique values
0 missing
CATS2D_03_LLnumeric10 unique values
0 missing
GATS3snumeric27 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
GATS3vnumeric29 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS4enumeric26 unique values
0 missing
CATS2D_04_ALnumeric6 unique values
0 missing
GATS4inumeric21 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
GATS4mnumeric29 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS4pnumeric27 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS4snumeric29 unique values
0 missing
CATS2D_04_DLnumeric3 unique values
0 missing
GATS4vnumeric25 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
GATS5enumeric28 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
GATS5inumeric23 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GATS5mnumeric27 unique values
0 missing
CATS2D_05_ALnumeric5 unique values
0 missing
GATS5pnumeric26 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS5snumeric28 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
GATS5vnumeric28 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
GATS6enumeric28 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
GATS6inumeric27 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS6mnumeric28 unique values
0 missing
CATS2D_05_LLnumeric10 unique values
0 missing
GATS6pnumeric29 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS6snumeric27 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS6vnumeric26 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS7enumeric27 unique values
0 missing
CATS2D_06_ALnumeric5 unique values
0 missing
GATS7inumeric27 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS7mnumeric30 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GATS7pnumeric29 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
GATS7snumeric24 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
GATS7vnumeric26 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GATS8enumeric28 unique values
0 missing
CATS2D_06_LLnumeric12 unique values
0 missing
GATS8inumeric28 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GATS8mnumeric25 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
GATS8pnumeric30 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GATS8snumeric28 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
GATS8vnumeric27 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
GGI1numeric7 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
GGI2numeric6 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
30
Number of instances (rows) of the dataset.
NumberOfFeatures
524
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
523
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile2KurtosisOfNumericAtts
1.39
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
17.47
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
2.97
Second quartile (Median) of means among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanSkewnessOfNumericAtts
0.32
Mean skewness among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
95.29
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
0.07
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.18
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.01
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-1.12
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
30
Maximum kurtosis 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
3.75
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
83158.07
Maximum of means among attributes of the numeric type.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.81
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
6.88
Third quartile of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinSkewnessOfNumericAtts
-5.48
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.19
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.86
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
5.48
Maximum skewness among attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.14
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.7
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
28633.03
Maximum standard deviation of attributes of the numeric type.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
1.03
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.
MeanAttributeEntropy
Average entropy of the attributes.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanKurtosisOfNumericAtts
4.47
Mean kurtosis among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.61
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
319.55
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.08
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.36
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among 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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4785
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4785
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4785
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4785
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4785
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4785
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4785
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4785
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4785
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4785
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4785
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4785
0 runs - estimation_procedure: 50 times Clustering
Define a new task