Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6117

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6117

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 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: CHEMBL6117 (TID: 102757), and it has 22 rows and 539 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.

541 features

pXC50 (target)numeric18 unique values
0 missing
molecule_id (row identifier)nominal22 unique values
0 missing
Chi0_AEA.ri.numeric16 unique values
0 missing
HDcpxnumeric13 unique values
0 missing
C.024numeric9 unique values
0 missing
Chi0_EAnumeric16 unique values
0 missing
HNarnumeric14 unique values
0 missing
NaaCHnumeric8 unique values
0 missing
Chi0_EA.bo.numeric21 unique values
0 missing
HVcpxnumeric16 unique values
0 missing
PDInumeric18 unique values
0 missing
Chi0_EA.ed.numeric16 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
P_VSA_s_4numeric13 unique values
0 missing
Chi0_EA.ri.numeric17 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
SaaCHnumeric22 unique values
0 missing
Chi1_AEA.bo.numeric16 unique values
0 missing
IACnumeric20 unique values
0 missing
GATS4inumeric21 unique values
0 missing
Chi1_AEA.dm.numeric16 unique values
0 missing
IC0numeric19 unique values
0 missing
BLTA96numeric17 unique values
0 missing
Chi1_AEA.ed.numeric16 unique values
0 missing
IC4numeric19 unique values
0 missing
BLTD48numeric17 unique values
0 missing
Chi1_AEA.ri.numeric16 unique values
0 missing
IC5numeric18 unique values
0 missing
BLTF96numeric17 unique values
0 missing
Chi1_EAnumeric16 unique values
0 missing
ICRnumeric16 unique values
0 missing
MLOGPnumeric18 unique values
0 missing
Chi1_EA.bo.numeric21 unique values
0 missing
IDDEnumeric15 unique values
0 missing
MLOGP2numeric18 unique values
0 missing
Chi1_EA.dm.numeric22 unique values
0 missing
IDDMnumeric16 unique values
0 missing
BIC2numeric20 unique values
0 missing
Chi1_EA.ed.numeric16 unique values
0 missing
IDEnumeric16 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
Chi1_EA.ri.numeric17 unique values
0 missing
IDETnumeric16 unique values
0 missing
H.047numeric11 unique values
0 missing
CIC0numeric20 unique values
0 missing
IDMnumeric16 unique values
0 missing
MATS2vnumeric19 unique values
0 missing
CIC1numeric19 unique values
0 missing
IDMTnumeric16 unique values
0 missing
C.025numeric5 unique values
0 missing
CIC2numeric21 unique values
0 missing
Infective.50numeric2 unique values
0 missing
Eta_betaPnumeric13 unique values
0 missing
CIC3numeric21 unique values
0 missing
Infective.80numeric2 unique values
0 missing
Eta_F_Anumeric21 unique values
0 missing
CIC4numeric19 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
NaasCnumeric6 unique values
0 missing
CIC5numeric18 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
nABnumeric6 unique values
0 missing
CIDnumeric15 unique values
0 missing
ISIZnumeric15 unique values
0 missing
nBMnumeric9 unique values
0 missing
Cl.089numeric2 unique values
0 missing
IVDEnumeric14 unique values
0 missing
nCarnumeric6 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IVDMnumeric14 unique values
0 missing
nCbHnumeric8 unique values
0 missing
CMC.80numeric2 unique values
0 missing
JGI1numeric14 unique values
0 missing
nCsp2numeric9 unique values
0 missing
cRo5numeric2 unique values
0 missing
JGI10numeric7 unique values
0 missing
PCRnumeric19 unique values
0 missing
CSInumeric16 unique values
0 missing
JGI2numeric12 unique values
0 missing
P_VSA_MR_6numeric16 unique values
0 missing
DBInumeric13 unique values
0 missing
JGI3numeric12 unique values
0 missing
SIC2numeric21 unique values
0 missing
D.Dtr05numeric16 unique values
0 missing
JGI4numeric11 unique values
0 missing
Ucnumeric9 unique values
0 missing
D.Dtr06numeric16 unique values
0 missing
GATS4mnumeric21 unique values
0 missing
D.Dtr09numeric14 unique values
0 missing
ALOGPnumeric21 unique values
0 missing
D.Dtr10numeric4 unique values
0 missing
ALOGP2numeric21 unique values
0 missing
D.Dtr11numeric2 unique values
0 missing
Eta_FLnumeric22 unique values
0 missing
DECCnumeric16 unique values
0 missing
Hynumeric14 unique values
0 missing
DELSnumeric22 unique values
0 missing
nBnznumeric4 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
nCb.numeric5 unique values
0 missing
DLS_01numeric3 unique values
0 missing
GATS1mnumeric21 unique values
0 missing
DLS_02numeric4 unique values
0 missing
SpMin6_Bh.s.numeric13 unique values
0 missing
DLS_03numeric3 unique values
0 missing
GATS8enumeric22 unique values
0 missing
DLS_04numeric6 unique values
0 missing
IC1numeric19 unique values
0 missing
DLS_05numeric3 unique values
0 missing
P_VSA_LogP_5numeric14 unique values
0 missing
DLS_06numeric3 unique values
0 missing
IC3numeric21 unique values
0 missing
DLS_07numeric2 unique values
0 missing
MATS5snumeric20 unique values
0 missing
DLS_consnumeric12 unique values
0 missing
AMWnumeric21 unique values
0 missing
Dznumeric14 unique values
0 missing
GATS1inumeric20 unique values
0 missing
ECCnumeric16 unique values
0 missing
H.numeric19 unique values
0 missing
Eig01_AEA.bo.numeric11 unique values
0 missing
SaasCnumeric22 unique values
0 missing
Eig01_AEA.dm.numeric12 unique values
0 missing
Mvnumeric20 unique values
0 missing
Eig01_AEA.ed.numeric9 unique values
0 missing
GATS7snumeric22 unique values
0 missing
Eig01_AEA.ri.numeric8 unique values
0 missing
IC2numeric21 unique values
0 missing
Eig01_EAnumeric9 unique values
0 missing
MATS8snumeric22 unique values
0 missing
Eig01_EA.bo.numeric11 unique values
0 missing
Chi0_EA.dm.numeric22 unique values
0 missing
Eig01_EA.dm.numeric7 unique values
0 missing
AACnumeric19 unique values
0 missing
Eig01_EA.ed.numeric9 unique values
0 missing
AECCnumeric16 unique values
0 missing
Eig01_EA.ri.numeric8 unique values
0 missing
AMRnumeric21 unique values
0 missing
Eig02_AEA.bo.numeric21 unique values
0 missing
ARRnumeric14 unique values
0 missing
Eig02_AEA.dm.numeric17 unique values
0 missing
ATS1enumeric21 unique values
0 missing
Eig02_AEA.ed.numeric10 unique values
0 missing
ATS1inumeric21 unique values
0 missing
Eig02_AEA.ri.numeric13 unique values
0 missing
ATS1mnumeric20 unique values
0 missing
Eig02_EAnumeric13 unique values
0 missing
ATS1pnumeric21 unique values
0 missing
Eig02_EA.bo.numeric18 unique values
0 missing
ATS1snumeric21 unique values
0 missing
Eig02_EA.dm.numeric7 unique values
0 missing
ATS1vnumeric21 unique values
0 missing
Eig02_EA.ed.numeric11 unique values
0 missing
ATS2enumeric21 unique values
0 missing
Eig02_EA.ri.numeric11 unique values
0 missing
ATS2inumeric21 unique values
0 missing
Eig03_AEA.bo.numeric21 unique values
0 missing
ATS2mnumeric21 unique values
0 missing
Eig03_AEA.dm.numeric21 unique values
0 missing
ATS2pnumeric21 unique values
0 missing
Eig03_AEA.ed.numeric8 unique values
0 missing
ATS2snumeric22 unique values
0 missing
Eig03_AEA.ri.numeric17 unique values
0 missing
ATS2vnumeric20 unique values
0 missing
Eig03_EAnumeric15 unique values
0 missing
ATS3enumeric21 unique values
0 missing
Eig03_EA.bo.numeric21 unique values
0 missing
ATS3inumeric21 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
ATS3mnumeric22 unique values
0 missing
Eig03_EA.ed.numeric10 unique values
0 missing
ATS3pnumeric22 unique values
0 missing
Eig03_EA.ri.numeric17 unique values
0 missing
ATS3snumeric22 unique values
0 missing
Eig04_AEA.bo.numeric18 unique values
0 missing
ATS3vnumeric22 unique values
0 missing
Eig04_AEA.dm.numeric20 unique values
0 missing
ATS4enumeric21 unique values
0 missing
Eig04_AEA.ed.numeric14 unique values
0 missing
ATS4inumeric22 unique values
0 missing
Eig04_AEA.ri.numeric15 unique values
0 missing
ATS4mnumeric21 unique values
0 missing
Eig04_EAnumeric14 unique values
0 missing
ATS4pnumeric21 unique values
0 missing
Eig04_EA.bo.numeric17 unique values
0 missing
ATS4snumeric22 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
ATS4vnumeric22 unique values
0 missing
Eig04_EA.ed.numeric15 unique values
0 missing
ATS5enumeric22 unique values
0 missing
Eig04_EA.ri.numeric14 unique values
0 missing
ATS5inumeric22 unique values
0 missing
Eig05_AEA.bo.numeric20 unique values
0 missing
ATS5mnumeric20 unique values
0 missing
Eig05_AEA.dm.numeric22 unique values
0 missing
ATS5pnumeric20 unique values
0 missing
Eig05_AEA.ed.numeric15 unique values
0 missing
ATS5snumeric22 unique values
0 missing
Eig05_AEA.ri.numeric16 unique values
0 missing
ATS5vnumeric22 unique values
0 missing
Eig05_EAnumeric16 unique values
0 missing
ATS6enumeric22 unique values
0 missing
Eig05_EA.bo.numeric20 unique values
0 missing
ATS6inumeric22 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
ATS6mnumeric21 unique values
0 missing
Eig05_EA.ed.numeric16 unique values
0 missing
ATS6pnumeric22 unique values
0 missing
Eig05_EA.ri.numeric16 unique values
0 missing
ATS6snumeric22 unique values
0 missing
Eig06_AEA.bo.numeric21 unique values
0 missing
ATS6vnumeric22 unique values
0 missing
Eig06_AEA.dm.numeric22 unique values
0 missing
ATS7enumeric21 unique values
0 missing
Eig06_AEA.ed.numeric16 unique values
0 missing
ATS7inumeric22 unique values
0 missing
Eig06_AEA.ri.numeric17 unique values
0 missing
ATS7mnumeric20 unique values
0 missing
Eig06_EAnumeric16 unique values
0 missing
ATS7pnumeric21 unique values
0 missing
Eig06_EA.bo.numeric21 unique values
0 missing
ATS7snumeric22 unique values
0 missing
Eig06_EA.dm.numeric3 unique values
0 missing
ATS7vnumeric22 unique values
0 missing
Eig06_EA.ed.numeric16 unique values
0 missing
ATS8enumeric22 unique values
0 missing
Eig06_EA.ri.numeric17 unique values
0 missing
ATS8inumeric22 unique values
0 missing
Eig07_AEA.bo.numeric19 unique values
0 missing
ATS8mnumeric22 unique values
0 missing
Eig07_AEA.dm.numeric19 unique values
0 missing
ATS8pnumeric22 unique values
0 missing
Eig07_AEA.ed.numeric15 unique values
0 missing
ATS8snumeric22 unique values
0 missing
Eig07_AEA.ri.numeric15 unique values
0 missing
ATS8vnumeric22 unique values
0 missing
Eig07_EAnumeric15 unique values
0 missing
ATSC1enumeric21 unique values
0 missing
Eig07_EA.bo.numeric16 unique values
0 missing
ATSC1inumeric21 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
ATSC1mnumeric21 unique values
0 missing
Eig07_EA.ed.numeric16 unique values
0 missing
ATSC1pnumeric21 unique values
0 missing
Eig07_EA.ri.numeric12 unique values
0 missing
ATSC1snumeric22 unique values
0 missing
Eig08_AEA.bo.numeric16 unique values
0 missing
ATSC1vnumeric21 unique values
0 missing
Eig08_AEA.dm.numeric20 unique values
0 missing
ATSC2enumeric20 unique values
0 missing
Eig08_AEA.ed.numeric14 unique values
0 missing
ATSC2inumeric20 unique values
0 missing
Eig08_AEA.ri.numeric16 unique values
0 missing
ATSC2mnumeric21 unique values
0 missing
Eig08_EAnumeric15 unique values
0 missing
ATSC2pnumeric21 unique values
0 missing
Eig08_EA.bo.numeric15 unique values
0 missing
ATSC2snumeric22 unique values
0 missing
Eig08_EA.ed.numeric16 unique values
0 missing
ATSC2vnumeric21 unique values
0 missing
Eig08_EA.ri.numeric16 unique values
0 missing
ATSC3enumeric21 unique values
0 missing
Eig09_AEA.bo.numeric20 unique values
0 missing
ATSC3inumeric22 unique values
0 missing
Eig09_AEA.dm.numeric13 unique values
0 missing
ATSC3mnumeric22 unique values
0 missing
Eig09_AEA.ed.numeric14 unique values
0 missing
ATSC3pnumeric22 unique values
0 missing
Eig09_AEA.ri.numeric17 unique values
0 missing
ATSC3snumeric22 unique values
0 missing
Eig09_EAnumeric16 unique values
0 missing
ATSC3vnumeric22 unique values
0 missing
Eig09_EA.bo.numeric20 unique values
0 missing
ATSC4enumeric21 unique values
0 missing
Eig09_EA.ed.numeric14 unique values
0 missing
ATSC4inumeric22 unique values
0 missing
Eig09_EA.ri.numeric17 unique values
0 missing
ATSC4mnumeric22 unique values
0 missing
Eig10_AEA.bo.numeric21 unique values
0 missing
ATSC4pnumeric22 unique values
0 missing
Eig10_AEA.dm.numeric22 unique values
0 missing
ATSC4snumeric22 unique values
0 missing
Eig10_AEA.ed.numeric15 unique values
0 missing
ATSC4vnumeric22 unique values
0 missing
Eig10_AEA.ri.numeric17 unique values
0 missing
ATSC5enumeric21 unique values
0 missing
Eig10_EAnumeric15 unique values
0 missing
ATSC5inumeric22 unique values
0 missing
Eig10_EA.bo.numeric20 unique values
0 missing
ATSC5mnumeric22 unique values
0 missing
Eig10_EA.ed.numeric15 unique values
0 missing
ATSC5pnumeric22 unique values
0 missing
Eig10_EA.ri.numeric17 unique values
0 missing
ATSC5snumeric22 unique values
0 missing
Eig11_AEA.bo.numeric14 unique values
0 missing
ATSC5vnumeric22 unique values
0 missing
Eig11_AEA.dm.numeric14 unique values
0 missing
ATSC6enumeric22 unique values
0 missing
Eig11_AEA.ed.numeric13 unique values
0 missing
ATSC6inumeric22 unique values
0 missing
Eig11_AEA.ri.numeric10 unique values
0 missing
ATSC6mnumeric22 unique values
0 missing
Eig11_EAnumeric10 unique values
0 missing
ATSC6pnumeric22 unique values
0 missing
Eig11_EA.bo.numeric11 unique values
0 missing
ATSC6snumeric22 unique values
0 missing
Eig11_EA.ed.numeric15 unique values
0 missing
ATSC6vnumeric22 unique values
0 missing
Eig11_EA.ri.numeric10 unique values
0 missing
ATSC7enumeric20 unique values
0 missing
Eig12_AEA.bo.numeric11 unique values
0 missing
ATSC7inumeric22 unique values
0 missing
Eig12_AEA.dm.numeric11 unique values
0 missing
ATSC7mnumeric22 unique values
0 missing
Eig12_AEA.ed.numeric12 unique values
0 missing
ATSC7pnumeric22 unique values
0 missing
Eig12_AEA.ri.numeric11 unique values
0 missing
ATSC7snumeric22 unique values
0 missing
Eig12_EAnumeric11 unique values
0 missing
ATSC7vnumeric22 unique values
0 missing
Eig12_EA.bo.numeric14 unique values
0 missing
ATSC8enumeric22 unique values
0 missing
Eig12_EA.ed.numeric10 unique values
0 missing
ATSC8inumeric22 unique values
0 missing
Eig12_EA.ri.numeric11 unique values
0 missing
ATSC8mnumeric21 unique values
0 missing
Eig13_AEA.bo.numeric16 unique values
0 missing
ATSC8pnumeric22 unique values
0 missing
Eig13_AEA.dm.numeric19 unique values
0 missing
ATSC8snumeric22 unique values
0 missing
Eig13_AEA.ed.numeric13 unique values
0 missing
ATSC8vnumeric22 unique values
0 missing
Eig13_AEA.ri.numeric15 unique values
0 missing
BACnumeric11 unique values
0 missing
Eig13_EAnumeric14 unique values
0 missing
BBInumeric12 unique values
0 missing
Eig13_EA.bo.numeric20 unique values
0 missing
BIC0numeric14 unique values
0 missing
Eig13_EA.ed.numeric12 unique values
0 missing
BIC1numeric18 unique values
0 missing
Eig13_EA.ri.numeric14 unique values
0 missing
BIC3numeric21 unique values
0 missing
Eig14_AEA.bo.numeric18 unique values
0 missing
BIC4numeric17 unique values
0 missing
Eig14_AEA.dm.numeric18 unique values
0 missing
BIC5numeric16 unique values
0 missing
Eig14_AEA.ed.numeric15 unique values
0 missing
BIDnumeric13 unique values
0 missing
Eig14_AEA.ri.numeric16 unique values
0 missing
BLInumeric20 unique values
0 missing
Eig14_EAnumeric14 unique values
0 missing
C.numeric17 unique values
0 missing
Eig14_EA.bo.numeric20 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig14_EA.ed.numeric15 unique values
0 missing
C.002numeric4 unique values
0 missing
Eig14_EA.ri.numeric16 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig15_AEA.bo.numeric18 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig15_AEA.dm.numeric21 unique values
0 missing
C.005numeric2 unique values
0 missing
Eig15_AEA.ed.numeric16 unique values
0 missing
C.006numeric4 unique values
0 missing
Eig15_AEA.ri.numeric14 unique values
0 missing
C.008numeric3 unique values
0 missing
Eig15_EAnumeric13 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig15_EA.bo.numeric18 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig15_EA.ed.numeric15 unique values
0 missing
C.013numeric2 unique values
0 missing
Eig15_EA.ri.numeric15 unique values
0 missing
C.014numeric2 unique values
0 missing
Eta_alphanumeric16 unique values
0 missing
C.016numeric3 unique values
0 missing
Eta_alpha_Anumeric14 unique values
0 missing
C.017numeric2 unique values
0 missing
Eta_Bnumeric15 unique values
0 missing
C.021numeric2 unique values
0 missing
Eta_B_Anumeric11 unique values
0 missing
C.022numeric3 unique values
0 missing
Eta_betanumeric18 unique values
0 missing
C.026numeric3 unique values
0 missing
Eta_beta_Anumeric18 unique values
0 missing
C.027numeric2 unique values
0 missing
Eta_betaP_Anumeric19 unique values
0 missing
C.028numeric2 unique values
0 missing
Eta_betaSnumeric14 unique values
0 missing
C.033numeric3 unique values
0 missing
Eta_betaS_Anumeric12 unique values
0 missing
C.034numeric3 unique values
0 missing
Eta_Cnumeric22 unique values
0 missing
C.038numeric2 unique values
0 missing
Eta_C_Anumeric22 unique values
0 missing
C.040numeric2 unique values
0 missing
Eta_epsinumeric21 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eta_epsi_Anumeric20 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
Eta_Fnumeric22 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
Eta_FL_Anumeric20 unique values
0 missing
CATS2D_01_LLnumeric10 unique values
0 missing
Eta_Lnumeric22 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_L_Anumeric19 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
Eta_sh_pnumeric16 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
Eta_sh_xnumeric6 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
Eta_sh_ynumeric15 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
F.083numeric2 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
F.084numeric3 unique values
0 missing
CATS2D_02_LLnumeric10 unique values
0 missing
F.085numeric2 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
GATS1enumeric20 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS1pnumeric19 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
GATS1snumeric22 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
GATS1vnumeric19 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
GATS2enumeric21 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
GATS2inumeric21 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
GATS2mnumeric21 unique values
0 missing
CATS2D_03_LLnumeric10 unique values
0 missing
GATS2pnumeric20 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
GATS2snumeric20 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS2vnumeric21 unique values
0 missing
CATS2D_04_ALnumeric6 unique values
0 missing
GATS3enumeric22 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS3inumeric20 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
GATS3mnumeric21 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GATS3pnumeric20 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
GATS3snumeric20 unique values
0 missing
CATS2D_04_LLnumeric11 unique values
0 missing
GATS3vnumeric21 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
GATS4enumeric21 unique values
0 missing
CATS2D_04_NNnumeric2 unique values
0 missing
GATS4pnumeric21 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS4snumeric22 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
GATS4vnumeric20 unique values
0 missing
CATS2D_05_ANnumeric3 unique values
0 missing
GATS5enumeric22 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS5inumeric22 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS5mnumeric22 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GATS5pnumeric22 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
GATS5snumeric22 unique values
0 missing
CATS2D_05_LLnumeric9 unique values
0 missing
GATS5vnumeric22 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
GATS6enumeric21 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS6inumeric22 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
GATS6mnumeric21 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
GATS6pnumeric22 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
GATS6snumeric21 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
GATS6vnumeric20 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
GATS7enumeric22 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
GATS7inumeric22 unique values
0 missing
CATS2D_06_LLnumeric11 unique values
0 missing
GATS7mnumeric21 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
GATS7pnumeric21 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GATS7vnumeric22 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
GATS8inumeric22 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS8mnumeric20 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GATS8pnumeric19 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS8snumeric22 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
GATS8vnumeric22 unique values
0 missing
CATS2D_07_LLnumeric13 unique values
0 missing
GGI1numeric9 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GGI10numeric14 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
GGI2numeric9 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
GGI3numeric14 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
GGI4numeric14 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
GGI5numeric14 unique values
0 missing
CATS2D_08_LLnumeric9 unique values
0 missing
GGI6numeric13 unique values
0 missing
CATS2D_08_NLnumeric4 unique values
0 missing
GGI7numeric15 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
GGI8numeric15 unique values
0 missing
CATS2D_09_ALnumeric8 unique values
0 missing
GGI9numeric16 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
GMTInumeric15 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GMTIVnumeric20 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
GNarnumeric14 unique values
0 missing
CATS2D_09_LLnumeric9 unique values
0 missing
H.046numeric4 unique values
0 missing
CATS2D_09_NLnumeric5 unique values
0 missing
H.048numeric3 unique values
0 missing
CENTnumeric15 unique values
0 missing
H.049numeric2 unique values
0 missing
Chi0_AEA.bo.numeric16 unique values
0 missing
H.050numeric3 unique values
0 missing
Chi0_AEA.dm.numeric16 unique values
0 missing
H.051numeric2 unique values
0 missing
Chi0_AEA.ed.numeric16 unique values
0 missing
H.052numeric3 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
22
Number of instances (rows) of the dataset.
NumberOfFeatures
541
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
540
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
PercentageOfNumericFeatures
99.82
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.04
Third quartile of means 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.
PercentageOfSymbolicFeatures
0.18
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.
MinSkewnessOfNumericAtts
-4.69
Minimum skewness among attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.66
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
4.69
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1KurtosisOfNumericAtts
0.6
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.25
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
18069.81
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.77
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
3.78
Mean kurtosis among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.52
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
161.76
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.21
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.58
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.
Quartile2KurtosisOfNumericAtts
2.03
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
24.59
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
2.15
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
0.63
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
77.02
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
0.43
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
0.4
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.14
Minimum kurtosis among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
22
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.41
Minimum of means among attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
4.34
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
41561.09
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6117
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6117
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6117
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6117
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6117
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6117
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6117
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6117
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6117
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6117
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6117
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6117
0 runs - estimation_procedure: 50 times Clustering
Define a new task