Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4905

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4905

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: CHEMBL4905 (TID: 100629), and it has 21 rows and 636 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.

638 features

pXC50 (target)numeric18 unique values
0 missing
molecule_id (row identifier)nominal21 unique values
0 missing
Eig01_AEA.dm.numeric11 unique values
0 missing
MATS1pnumeric19 unique values
0 missing
Eig08_AEA.dm.numeric18 unique values
0 missing
Eig01_AEA.ed.numeric13 unique values
0 missing
MATS1snumeric16 unique values
0 missing
D.Dtr05numeric13 unique values
0 missing
Eig01_AEA.ri.numeric16 unique values
0 missing
MATS1vnumeric18 unique values
0 missing
Eig07_AEA.dm.numeric20 unique values
0 missing
Eig01_EAnumeric16 unique values
0 missing
MATS2enumeric19 unique values
0 missing
AACnumeric18 unique values
0 missing
Eig01_EA.bo.numeric14 unique values
0 missing
MATS2inumeric19 unique values
0 missing
AECCnumeric19 unique values
0 missing
Eig01_EA.dm.numeric5 unique values
0 missing
MATS2mnumeric19 unique values
0 missing
ALOGPnumeric19 unique values
0 missing
Eig01_EA.ed.numeric16 unique values
0 missing
MATS2pnumeric18 unique values
0 missing
ALOGP2numeric19 unique values
0 missing
Eig01_EA.ri.numeric16 unique values
0 missing
MATS2snumeric19 unique values
0 missing
AMRnumeric19 unique values
0 missing
Eig02_AEA.bo.numeric17 unique values
0 missing
MATS2vnumeric17 unique values
0 missing
AMWnumeric19 unique values
0 missing
Eig02_AEA.dm.numeric9 unique values
0 missing
MATS3enumeric20 unique values
0 missing
ARRnumeric15 unique values
0 missing
Eig02_AEA.ed.numeric12 unique values
0 missing
MATS3inumeric19 unique values
0 missing
ATS1enumeric19 unique values
0 missing
Eig02_AEA.ri.numeric18 unique values
0 missing
MATS3mnumeric18 unique values
0 missing
ATS1inumeric19 unique values
0 missing
Eig02_EAnumeric16 unique values
0 missing
MATS3pnumeric20 unique values
0 missing
ATS1mnumeric19 unique values
0 missing
Eig02_EA.bo.numeric17 unique values
0 missing
MATS3snumeric18 unique values
0 missing
ATS1pnumeric19 unique values
0 missing
Eig02_EA.dm.numeric6 unique values
0 missing
MATS3vnumeric19 unique values
0 missing
ATS1snumeric20 unique values
0 missing
Eig02_EA.ed.numeric14 unique values
0 missing
MATS4enumeric21 unique values
0 missing
ATS1vnumeric18 unique values
0 missing
Eig02_EA.ri.numeric18 unique values
0 missing
MATS4inumeric21 unique values
0 missing
ATS2enumeric19 unique values
0 missing
Eig03_AEA.bo.numeric16 unique values
0 missing
MATS4mnumeric21 unique values
0 missing
ATS2inumeric19 unique values
0 missing
Eig03_AEA.dm.numeric16 unique values
0 missing
MATS4pnumeric21 unique values
0 missing
ATS2mnumeric19 unique values
0 missing
Eig03_AEA.ed.numeric15 unique values
0 missing
MATS4snumeric20 unique values
0 missing
ATS2pnumeric19 unique values
0 missing
Eig03_AEA.ri.numeric20 unique values
0 missing
MATS4vnumeric21 unique values
0 missing
ATS2snumeric21 unique values
0 missing
Eig03_EAnumeric17 unique values
0 missing
MATS5enumeric20 unique values
0 missing
ATS2vnumeric19 unique values
0 missing
Eig03_EA.bo.numeric17 unique values
0 missing
MATS5inumeric20 unique values
0 missing
ATS3enumeric19 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
MATS5mnumeric19 unique values
0 missing
ATS3inumeric19 unique values
0 missing
Eig03_EA.ed.numeric15 unique values
0 missing
MATS5pnumeric21 unique values
0 missing
ATS3mnumeric20 unique values
0 missing
Eig03_EA.ri.numeric18 unique values
0 missing
MATS5snumeric19 unique values
0 missing
ATS3pnumeric20 unique values
0 missing
Eig04_AEA.bo.numeric18 unique values
0 missing
MATS5vnumeric20 unique values
0 missing
ATS3snumeric21 unique values
0 missing
Eig04_AEA.dm.numeric18 unique values
0 missing
MATS6enumeric20 unique values
0 missing
ATS3vnumeric20 unique values
0 missing
Eig04_AEA.ed.numeric17 unique values
0 missing
MATS6inumeric21 unique values
0 missing
ATS4enumeric21 unique values
0 missing
Eig04_AEA.ri.numeric19 unique values
0 missing
MATS6mnumeric21 unique values
0 missing
ATS4inumeric20 unique values
0 missing
Eig04_EAnumeric17 unique values
0 missing
MATS6pnumeric21 unique values
0 missing
ATS4mnumeric21 unique values
0 missing
Eig04_EA.bo.numeric15 unique values
0 missing
MATS6snumeric21 unique values
0 missing
ATS4pnumeric21 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
MATS6vnumeric20 unique values
0 missing
ATS4snumeric21 unique values
0 missing
Eig04_EA.ed.numeric17 unique values
0 missing
MATS7enumeric19 unique values
0 missing
ATS4vnumeric21 unique values
0 missing
Eig04_EA.ri.numeric20 unique values
0 missing
MATS7inumeric21 unique values
0 missing
ATS5enumeric21 unique values
0 missing
Eig05_AEA.bo.numeric19 unique values
0 missing
MATS7mnumeric20 unique values
0 missing
ATS5inumeric21 unique values
0 missing
Eig05_AEA.dm.numeric19 unique values
0 missing
MATS7pnumeric20 unique values
0 missing
ATS5mnumeric21 unique values
0 missing
Eig05_AEA.ed.numeric16 unique values
0 missing
MATS7snumeric19 unique values
0 missing
ATS5pnumeric21 unique values
0 missing
Eig05_AEA.ri.numeric20 unique values
0 missing
MATS7vnumeric20 unique values
0 missing
ATS5snumeric20 unique values
0 missing
Eig05_EAnumeric17 unique values
0 missing
MATS8enumeric21 unique values
0 missing
ATS5vnumeric21 unique values
0 missing
Eig05_EA.bo.numeric17 unique values
0 missing
MATS8inumeric20 unique values
0 missing
ATS6enumeric20 unique values
0 missing
Eig05_EA.ed.numeric17 unique values
0 missing
MATS8mnumeric21 unique values
0 missing
ATS6inumeric21 unique values
0 missing
Eig05_EA.ri.numeric21 unique values
0 missing
MATS8pnumeric21 unique values
0 missing
ATS6mnumeric21 unique values
0 missing
Eig06_AEA.bo.numeric17 unique values
0 missing
MATS8snumeric21 unique values
0 missing
ATS6pnumeric21 unique values
0 missing
Eig06_AEA.dm.numeric20 unique values
0 missing
MATS8vnumeric21 unique values
0 missing
ATS6snumeric21 unique values
0 missing
Eig06_AEA.ed.numeric17 unique values
0 missing
MAXDNnumeric21 unique values
0 missing
ATS6vnumeric21 unique values
0 missing
Eig06_AEA.ri.numeric17 unique values
0 missing
MAXDPnumeric21 unique values
0 missing
ATS7enumeric21 unique values
0 missing
Eig06_EAnumeric17 unique values
0 missing
MCDnumeric16 unique values
0 missing
ATS7inumeric21 unique values
0 missing
Eig06_EA.bo.numeric16 unique values
0 missing
MDDDnumeric19 unique values
0 missing
ATS7mnumeric21 unique values
0 missing
Eig06_EA.ed.numeric18 unique values
0 missing
Menumeric16 unique values
0 missing
ATS7pnumeric21 unique values
0 missing
Eig06_EA.ri.numeric18 unique values
0 missing
Minumeric14 unique values
0 missing
ATS7snumeric21 unique values
0 missing
Eig07_AEA.bo.numeric14 unique values
0 missing
MLOGPnumeric19 unique values
0 missing
ATS7vnumeric21 unique values
0 missing
Eig07_AEA.ed.numeric17 unique values
0 missing
MLOGP2numeric19 unique values
0 missing
ATS8enumeric21 unique values
0 missing
Eig07_AEA.ri.numeric17 unique values
0 missing
Mpnumeric18 unique values
0 missing
ATS8inumeric21 unique values
0 missing
Eig07_EAnumeric15 unique values
0 missing
MPC01numeric13 unique values
0 missing
ATS8mnumeric21 unique values
0 missing
Eig07_EA.bo.numeric16 unique values
0 missing
MPC02numeric12 unique values
0 missing
ATS8pnumeric21 unique values
0 missing
Eig07_EA.ed.numeric16 unique values
0 missing
MPC03numeric15 unique values
0 missing
ATS8snumeric21 unique values
0 missing
Eig07_EA.ri.numeric15 unique values
0 missing
MPC04numeric17 unique values
0 missing
ATS8vnumeric21 unique values
0 missing
Eig08_AEA.bo.numeric18 unique values
0 missing
MPC05numeric18 unique values
0 missing
ATSC1enumeric18 unique values
0 missing
Eig08_AEA.ed.numeric18 unique values
0 missing
MPC06numeric17 unique values
0 missing
ATSC1inumeric19 unique values
0 missing
Eig08_AEA.ri.numeric17 unique values
0 missing
MPC07numeric18 unique values
0 missing
ATSC1mnumeric19 unique values
0 missing
Eig08_EAnumeric18 unique values
0 missing
MPC08numeric17 unique values
0 missing
ATSC1pnumeric19 unique values
0 missing
Eig08_EA.bo.numeric16 unique values
0 missing
MPC09numeric17 unique values
0 missing
ATSC1snumeric20 unique values
0 missing
Eig08_EA.ed.numeric19 unique values
0 missing
MPC10numeric17 unique values
0 missing
ATSC1vnumeric19 unique values
0 missing
Eig08_EA.ri.numeric18 unique values
0 missing
MSDnumeric19 unique values
0 missing
ATSC2enumeric18 unique values
0 missing
Eig09_AEA.bo.numeric17 unique values
0 missing
Mvnumeric16 unique values
0 missing
ATSC2inumeric19 unique values
0 missing
Eig09_AEA.dm.numeric18 unique values
0 missing
MWnumeric19 unique values
0 missing
ATSC2mnumeric19 unique values
0 missing
Eig09_AEA.ed.numeric16 unique values
0 missing
MWC01numeric13 unique values
0 missing
ATSC2pnumeric19 unique values
0 missing
Eig09_AEA.ri.numeric19 unique values
0 missing
MWC02numeric16 unique values
0 missing
ATSC2snumeric21 unique values
0 missing
Eig09_EAnumeric17 unique values
0 missing
MWC03numeric16 unique values
0 missing
ATSC2vnumeric19 unique values
0 missing
Eig09_EA.bo.numeric17 unique values
0 missing
MWC04numeric19 unique values
0 missing
ATSC3enumeric20 unique values
0 missing
Eig09_EA.ed.numeric18 unique values
0 missing
MWC05numeric19 unique values
0 missing
ATSC3inumeric19 unique values
0 missing
Eig09_EA.ri.numeric18 unique values
0 missing
MWC06numeric19 unique values
0 missing
ATSC3mnumeric20 unique values
0 missing
Eig10_AEA.bo.numeric17 unique values
0 missing
MWC07numeric19 unique values
0 missing
ATSC3pnumeric20 unique values
0 missing
Eig10_AEA.dm.numeric18 unique values
0 missing
MWC08numeric19 unique values
0 missing
ATSC3snumeric21 unique values
0 missing
Eig10_AEA.ed.numeric17 unique values
0 missing
MWC09numeric19 unique values
0 missing
ATSC3vnumeric20 unique values
0 missing
Eig10_AEA.ri.numeric19 unique values
0 missing
MWC10numeric19 unique values
0 missing
ATSC4enumeric21 unique values
0 missing
Eig10_EAnumeric17 unique values
0 missing
N.numeric10 unique values
0 missing
ATSC4inumeric21 unique values
0 missing
Eig10_EA.bo.numeric17 unique values
0 missing
N.066numeric2 unique values
0 missing
ATSC4mnumeric21 unique values
0 missing
Eig10_EA.ed.numeric18 unique values
0 missing
N.069numeric2 unique values
0 missing
ATSC4pnumeric21 unique values
0 missing
Eig10_EA.ri.numeric20 unique values
0 missing
N.070numeric2 unique values
0 missing
ATSC4snumeric21 unique values
0 missing
Eig11_AEA.bo.numeric15 unique values
0 missing
N.072numeric2 unique values
0 missing
ATSC4vnumeric21 unique values
0 missing
Eig11_AEA.dm.numeric20 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
ATSC5enumeric21 unique values
0 missing
Eig11_AEA.ed.numeric16 unique values
0 missing
NaaCHnumeric7 unique values
0 missing
ATSC5inumeric21 unique values
0 missing
Eig11_AEA.ri.numeric18 unique values
0 missing
NaaOnumeric2 unique values
0 missing
ATSC5mnumeric21 unique values
0 missing
Eig11_EAnumeric16 unique values
0 missing
NaaSnumeric2 unique values
0 missing
ATSC5pnumeric21 unique values
0 missing
Eig11_EA.bo.numeric17 unique values
0 missing
NaasCnumeric6 unique values
0 missing
ATSC5snumeric21 unique values
0 missing
Eig11_EA.ed.numeric17 unique values
0 missing
nABnumeric5 unique values
0 missing
ATSC5vnumeric21 unique values
0 missing
Eig11_EA.ri.numeric19 unique values
0 missing
nArCOOHnumeric2 unique values
0 missing
ATSC6enumeric21 unique values
0 missing
Eig12_AEA.bo.numeric15 unique values
0 missing
nArCOORnumeric2 unique values
0 missing
ATSC6inumeric21 unique values
0 missing
Eig12_AEA.dm.numeric18 unique values
0 missing
nArNH2numeric2 unique values
0 missing
ATSC6mnumeric21 unique values
0 missing
Eig12_AEA.ed.numeric16 unique values
0 missing
nArOHnumeric2 unique values
0 missing
ATSC6pnumeric21 unique values
0 missing
Eig12_AEA.ri.numeric17 unique values
0 missing
nArORnumeric2 unique values
0 missing
ATSC6snumeric21 unique values
0 missing
Eig12_EAnumeric14 unique values
0 missing
nArXnumeric4 unique values
0 missing
ATSC6vnumeric21 unique values
0 missing
Eig12_EA.bo.numeric16 unique values
0 missing
nATnumeric14 unique values
0 missing
ATSC7enumeric20 unique values
0 missing
Eig12_EA.ed.numeric16 unique values
0 missing
nBMnumeric8 unique values
0 missing
ATSC7inumeric21 unique values
0 missing
Eig12_EA.ri.numeric17 unique values
0 missing
nBnznumeric3 unique values
0 missing
ATSC7mnumeric21 unique values
0 missing
Eig13_AEA.bo.numeric16 unique values
0 missing
nBOnumeric13 unique values
0 missing
ATSC7pnumeric21 unique values
0 missing
Eig13_AEA.dm.numeric18 unique values
0 missing
nBRnumeric3 unique values
0 missing
ATSC7snumeric21 unique values
0 missing
Eig13_AEA.ed.numeric16 unique values
0 missing
nBTnumeric14 unique values
0 missing
ATSC7vnumeric21 unique values
0 missing
Eig13_AEA.ri.numeric18 unique values
0 missing
nCnumeric10 unique values
0 missing
ATSC8enumeric21 unique values
0 missing
Eig13_EAnumeric16 unique values
0 missing
nCarnumeric5 unique values
0 missing
ATSC8inumeric21 unique values
0 missing
Eig13_EA.bo.numeric17 unique values
0 missing
nCb.numeric7 unique values
0 missing
ATSC8mnumeric21 unique values
0 missing
Eig13_EA.ed.numeric15 unique values
0 missing
nCbHnumeric8 unique values
0 missing
ATSC8pnumeric21 unique values
0 missing
Eig13_EA.ri.numeric19 unique values
0 missing
nCconjnumeric3 unique values
0 missing
ATSC8snumeric21 unique values
0 missing
Eig14_AEA.bo.numeric18 unique values
0 missing
nCICnumeric3 unique values
0 missing
ATSC8vnumeric21 unique values
0 missing
Eig14_AEA.dm.numeric19 unique values
0 missing
nCIRnumeric3 unique values
0 missing
BACnumeric13 unique values
0 missing
Eig14_AEA.ed.numeric17 unique values
0 missing
nCLnumeric4 unique values
0 missing
BBInumeric12 unique values
0 missing
Eig14_AEA.ri.numeric21 unique values
0 missing
nCpnumeric2 unique values
0 missing
BIC0numeric17 unique values
0 missing
Eig14_EAnumeric18 unique values
0 missing
nCqnumeric2 unique values
0 missing
BIC1numeric17 unique values
0 missing
Eig14_EA.bo.numeric19 unique values
0 missing
nCRX3numeric2 unique values
0 missing
BIC2numeric19 unique values
0 missing
Eig14_EA.ed.numeric19 unique values
0 missing
nCsnumeric3 unique values
0 missing
BIC3numeric17 unique values
0 missing
Eig14_EA.ri.numeric20 unique values
0 missing
nCspnumeric2 unique values
0 missing
BIC4numeric17 unique values
0 missing
Eig15_AEA.bo.numeric17 unique values
0 missing
nCsp2numeric8 unique values
0 missing
BIC5numeric17 unique values
0 missing
Eig15_AEA.dm.numeric20 unique values
0 missing
nCsp3numeric5 unique values
0 missing
BIDnumeric16 unique values
0 missing
Eig15_AEA.ed.numeric19 unique values
0 missing
nDBnumeric4 unique values
0 missing
BLInumeric19 unique values
0 missing
Eig15_AEA.ri.numeric21 unique values
0 missing
NddssSnumeric2 unique values
0 missing
BLTA96numeric18 unique values
0 missing
Eig15_EAnumeric18 unique values
0 missing
NdOnumeric4 unique values
0 missing
BLTD48numeric18 unique values
0 missing
Eig15_EA.bo.numeric19 unique values
0 missing
NdssCnumeric2 unique values
0 missing
BLTF96numeric18 unique values
0 missing
Eig15_EA.ed.numeric19 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
Br.094numeric3 unique values
0 missing
Eig15_EA.ri.numeric19 unique values
0 missing
nFnumeric3 unique values
0 missing
C.numeric16 unique values
0 missing
Eta_alphanumeric18 unique values
0 missing
nFuranesnumeric2 unique values
0 missing
C.002numeric3 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
nHnumeric11 unique values
0 missing
C.004numeric2 unique values
0 missing
Eta_Bnumeric16 unique values
0 missing
nHAccnumeric7 unique values
0 missing
C.005numeric3 unique values
0 missing
Eta_B_Anumeric11 unique values
0 missing
nHDonnumeric4 unique values
0 missing
C.006numeric3 unique values
0 missing
Eta_betanumeric17 unique values
0 missing
C.013numeric2 unique values
0 missing
Eta_beta_Anumeric18 unique values
0 missing
C.014numeric2 unique values
0 missing
Eta_betaPnumeric13 unique values
0 missing
C.022numeric2 unique values
0 missing
Eta_betaP_Anumeric17 unique values
0 missing
C.024numeric8 unique values
0 missing
Eta_betaSnumeric17 unique values
0 missing
C.025numeric6 unique values
0 missing
Eta_betaS_Anumeric18 unique values
0 missing
C.026numeric5 unique values
0 missing
Eta_Cnumeric21 unique values
0 missing
C.033numeric2 unique values
0 missing
Eta_C_Anumeric19 unique values
0 missing
C.034numeric3 unique values
0 missing
Eta_epsinumeric18 unique values
0 missing
C.040numeric2 unique values
0 missing
Eta_epsi_Anumeric17 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_Fnumeric21 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_F_Anumeric20 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eta_FLnumeric20 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
Eta_FL_Anumeric19 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
Eta_Lnumeric20 unique values
0 missing
CATS2D_01_LLnumeric8 unique values
0 missing
Eta_L_Anumeric17 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_sh_pnumeric18 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
Eta_sh_xnumeric10 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
Eta_sh_ynumeric17 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
F.083numeric2 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
F.084numeric2 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
F.085numeric2 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
GATS1enumeric19 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
GATS1inumeric19 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS1mnumeric18 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
GATS1pnumeric18 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
GATS1snumeric17 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
GATS1vnumeric18 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS2enumeric19 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS2inumeric19 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
GATS2mnumeric18 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
GATS2pnumeric19 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
GATS2snumeric20 unique values
0 missing
CATS2D_03_LLnumeric12 unique values
0 missing
GATS2vnumeric18 unique values
0 missing
CATS2D_03_NLnumeric4 unique values
0 missing
GATS3enumeric20 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
GATS3inumeric19 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
GATS3mnumeric19 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
GATS3pnumeric19 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS3snumeric20 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS3vnumeric20 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GATS4enumeric21 unique values
0 missing
CATS2D_04_LLnumeric11 unique values
0 missing
GATS4inumeric20 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
GATS4mnumeric21 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
GATS4pnumeric21 unique values
0 missing
CATS2D_05_ALnumeric8 unique values
0 missing
GATS4snumeric21 unique values
0 missing
CATS2D_05_ANnumeric3 unique values
0 missing
GATS4vnumeric21 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS5enumeric21 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS5inumeric20 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS5mnumeric20 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
GATS5pnumeric19 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
GATS5snumeric20 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS5vnumeric21 unique values
0 missing
CATS2D_05_LLnumeric12 unique values
0 missing
GATS6enumeric21 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
GATS6inumeric21 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
GATS6mnumeric20 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
GATS6pnumeric21 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
GATS6snumeric20 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
GATS6vnumeric21 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS7enumeric20 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
GATS7inumeric21 unique values
0 missing
CATS2D_06_LLnumeric13 unique values
0 missing
GATS7mnumeric21 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
GATS7pnumeric21 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
GATS7snumeric20 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
GATS7vnumeric19 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS8enumeric21 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS8inumeric21 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GATS8mnumeric20 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
GATS8pnumeric20 unique values
0 missing
CATS2D_07_LLnumeric11 unique values
0 missing
GATS8snumeric21 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
GATS8vnumeric21 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GGI1numeric7 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GGI10numeric13 unique values
0 missing
CATS2D_08_ALnumeric5 unique values
0 missing
GGI2numeric13 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
GGI3numeric17 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
GGI4numeric17 unique values
0 missing
CATS2D_08_LLnumeric11 unique values
0 missing
GGI5numeric15 unique values
0 missing
CATS2D_08_NLnumeric5 unique values
0 missing
GGI6numeric19 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
GGI7numeric18 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GGI8numeric18 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
GGI9numeric16 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
GMTInumeric19 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
GMTIVnumeric20 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
GNarnumeric17 unique values
0 missing
CATS2D_09_LLnumeric10 unique values
0 missing
H.numeric17 unique values
0 missing
CATS2D_09_NLnumeric4 unique values
0 missing
H.046numeric2 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
H.047numeric9 unique values
0 missing
CENTnumeric19 unique values
0 missing
H.048numeric2 unique values
0 missing
Chi0_AEA.bo.numeric18 unique values
0 missing
H.050numeric4 unique values
0 missing
Chi0_AEA.dm.numeric18 unique values
0 missing
H.052numeric2 unique values
0 missing
Chi0_AEA.ed.numeric18 unique values
0 missing
HDcpxnumeric18 unique values
0 missing
Chi0_AEA.ri.numeric18 unique values
0 missing
HNarnumeric16 unique values
0 missing
Chi0_EAnumeric18 unique values
0 missing
HVcpxnumeric18 unique values
0 missing
Chi0_EA.bo.numeric18 unique values
0 missing
Hynumeric17 unique values
0 missing
Chi0_EA.dm.numeric18 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi0_EA.ed.numeric19 unique values
0 missing
IACnumeric18 unique values
0 missing
Chi0_EA.ri.numeric20 unique values
0 missing
IC0numeric18 unique values
0 missing
Chi1_AEA.bo.numeric19 unique values
0 missing
IC1numeric18 unique values
0 missing
Chi1_AEA.dm.numeric19 unique values
0 missing
IC2numeric19 unique values
0 missing
Chi1_AEA.ed.numeric19 unique values
0 missing
IC3numeric19 unique values
0 missing
Chi1_AEA.ri.numeric19 unique values
0 missing
IC4numeric17 unique values
0 missing
Chi1_EAnumeric19 unique values
0 missing
IC5numeric17 unique values
0 missing
Chi1_EA.bo.numeric19 unique values
0 missing
ICRnumeric19 unique values
0 missing
Chi1_EA.dm.numeric19 unique values
0 missing
IDDEnumeric18 unique values
0 missing
Chi1_EA.ed.numeric18 unique values
0 missing
IDDMnumeric19 unique values
0 missing
Chi1_EA.ri.numeric21 unique values
0 missing
IDEnumeric18 unique values
0 missing
CIC0numeric17 unique values
0 missing
IDETnumeric19 unique values
0 missing
CIC1numeric18 unique values
0 missing
IDMnumeric18 unique values
0 missing
CIC2numeric19 unique values
0 missing
IDMTnumeric19 unique values
0 missing
CIC3numeric19 unique values
0 missing
Infective.80numeric2 unique values
0 missing
CIC4numeric17 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
CIC5numeric17 unique values
0 missing
ISIZnumeric14 unique values
0 missing
CIDnumeric17 unique values
0 missing
IVDEnumeric17 unique values
0 missing
Cl.089numeric4 unique values
0 missing
IVDMnumeric17 unique values
0 missing
CMC.80numeric2 unique values
0 missing
JGI1numeric15 unique values
0 missing
CSInumeric19 unique values
0 missing
JGI10numeric10 unique values
0 missing
DBInumeric14 unique values
0 missing
JGI2numeric17 unique values
0 missing
D.Dtr06numeric17 unique values
0 missing
JGI3numeric11 unique values
0 missing
D.Dtr09numeric4 unique values
0 missing
JGI4numeric11 unique values
0 missing
DECCnumeric19 unique values
0 missing
JGI5numeric12 unique values
0 missing
DELSnumeric21 unique values
0 missing
JGI6numeric6 unique values
0 missing
DLS_01numeric2 unique values
0 missing
JGI7numeric6 unique values
0 missing
DLS_02numeric3 unique values
0 missing
JGI8numeric8 unique values
0 missing
DLS_03numeric3 unique values
0 missing
JGI9numeric8 unique values
0 missing
DLS_04numeric4 unique values
0 missing
JGTnumeric18 unique values
0 missing
DLS_05numeric3 unique values
0 missing
LLS_01numeric4 unique values
0 missing
DLS_06numeric3 unique values
0 missing
LLS_02numeric3 unique values
0 missing
DLS_07numeric2 unique values
0 missing
LOCnumeric17 unique values
0 missing
DLS_consnumeric12 unique values
0 missing
LPRSnumeric19 unique values
0 missing
Dznumeric19 unique values
0 missing
MATS1enumeric18 unique values
0 missing
ECCnumeric19 unique values
0 missing
MATS1inumeric19 unique values
0 missing
Eig01_AEA.bo.numeric17 unique values
0 missing
MATS1mnumeric18 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
21
Number of instances (rows) of the dataset.
NumberOfFeatures
638
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
637
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.3
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
1.24
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
97.04
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.22
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.2
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.3
Average class difference between consecutive instances.
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.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.76
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
30.38
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.54
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.4
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.
MeanStdDevOfNumericAtts
54.31
Mean standard deviation of 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.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
0.14
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.21
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.42
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
21
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.43
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
32058.43
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
0.98
Third quartile of kurtosis among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.84
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.28
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.58
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.16
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
4.58
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
0.88
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
17729.26
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.41
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.05
Third quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4905
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4905
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4905
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4905
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4905
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4905
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4905
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4905
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4905
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4905
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4905
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4905
0 runs - estimation_procedure: 50 times Clustering
Define a new task