Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4245

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4245

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: CHEMBL4245 (TID: 11255), and it has 18 rows and 688 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.

690 features

pXC50 (target)numeric16 unique values
0 missing
molecule_id (row identifier)nominal18 unique values
0 missing
Eig01_EA.ri.numeric11 unique values
0 missing
MATS1snumeric17 unique values
0 missing
Eta_beta_Anumeric13 unique values
0 missing
Eig02_AEA.bo.numeric9 unique values
0 missing
MATS1vnumeric13 unique values
0 missing
GATS2inumeric17 unique values
0 missing
Eig02_AEA.dm.numeric10 unique values
0 missing
MATS2enumeric18 unique values
0 missing
SpMAD_EA.bo.numeric13 unique values
0 missing
Eig02_AEA.ed.numeric8 unique values
0 missing
MATS2inumeric17 unique values
0 missing
MATS8mnumeric18 unique values
0 missing
Eig02_AEA.ri.numeric10 unique values
0 missing
MATS2mnumeric17 unique values
0 missing
Mvnumeric14 unique values
0 missing
Eig02_EAnumeric8 unique values
0 missing
MATS2pnumeric17 unique values
0 missing
AACnumeric18 unique values
0 missing
Eig02_EA.bo.numeric7 unique values
0 missing
MATS2snumeric18 unique values
0 missing
AECCnumeric11 unique values
0 missing
Eig02_EA.dm.numeric4 unique values
0 missing
MATS2vnumeric15 unique values
0 missing
ALOGPnumeric17 unique values
0 missing
Eig02_EA.ed.numeric9 unique values
0 missing
MATS3enumeric17 unique values
0 missing
ALOGP2numeric17 unique values
0 missing
Eig02_EA.ri.numeric10 unique values
0 missing
MATS3inumeric18 unique values
0 missing
AMRnumeric17 unique values
0 missing
Eig03_AEA.bo.numeric7 unique values
0 missing
MATS3mnumeric15 unique values
0 missing
AMWnumeric18 unique values
0 missing
Eig03_AEA.dm.numeric11 unique values
0 missing
MATS3pnumeric15 unique values
0 missing
ARRnumeric10 unique values
0 missing
Eig03_AEA.ed.numeric6 unique values
0 missing
MATS3snumeric18 unique values
0 missing
ATS1enumeric18 unique values
0 missing
Eig03_AEA.ri.numeric8 unique values
0 missing
MATS3vnumeric17 unique values
0 missing
ATS1inumeric17 unique values
0 missing
Eig03_EAnumeric7 unique values
0 missing
MATS4enumeric18 unique values
0 missing
ATS1mnumeric18 unique values
0 missing
Eig03_EA.bo.numeric7 unique values
0 missing
MATS4inumeric17 unique values
0 missing
ATS1pnumeric18 unique values
0 missing
Eig03_EA.dm.numeric4 unique values
0 missing
MATS4mnumeric17 unique values
0 missing
ATS1snumeric18 unique values
0 missing
Eig03_EA.ed.numeric7 unique values
0 missing
MATS4pnumeric16 unique values
0 missing
ATS1vnumeric18 unique values
0 missing
Eig03_EA.ri.numeric8 unique values
0 missing
MATS4snumeric17 unique values
0 missing
ATS2enumeric18 unique values
0 missing
Eig04_AEA.bo.numeric7 unique values
0 missing
MATS4vnumeric17 unique values
0 missing
ATS2inumeric18 unique values
0 missing
Eig04_AEA.dm.numeric11 unique values
0 missing
MATS5enumeric17 unique values
0 missing
ATS2mnumeric18 unique values
0 missing
Eig04_AEA.ed.numeric5 unique values
0 missing
MATS5inumeric16 unique values
0 missing
ATS2pnumeric18 unique values
0 missing
Eig04_AEA.ri.numeric8 unique values
0 missing
MATS5mnumeric18 unique values
0 missing
ATS2snumeric17 unique values
0 missing
Eig04_EAnumeric7 unique values
0 missing
MATS5pnumeric18 unique values
0 missing
ATS2vnumeric18 unique values
0 missing
Eig04_EA.bo.numeric7 unique values
0 missing
MATS5snumeric17 unique values
0 missing
ATS3enumeric18 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
MATS5vnumeric17 unique values
0 missing
ATS3inumeric17 unique values
0 missing
Eig04_EA.ed.numeric6 unique values
0 missing
MATS6enumeric17 unique values
0 missing
ATS3mnumeric17 unique values
0 missing
Eig04_EA.ri.numeric7 unique values
0 missing
MATS6inumeric17 unique values
0 missing
ATS3pnumeric17 unique values
0 missing
Eig05_AEA.bo.numeric12 unique values
0 missing
MATS6mnumeric18 unique values
0 missing
ATS3snumeric17 unique values
0 missing
Eig05_AEA.dm.numeric12 unique values
0 missing
MATS6pnumeric17 unique values
0 missing
ATS3vnumeric18 unique values
0 missing
Eig05_AEA.ed.numeric7 unique values
0 missing
MATS6snumeric17 unique values
0 missing
ATS4enumeric18 unique values
0 missing
Eig05_AEA.ri.numeric8 unique values
0 missing
MATS6vnumeric18 unique values
0 missing
ATS4inumeric18 unique values
0 missing
Eig05_EAnumeric8 unique values
0 missing
MATS7enumeric17 unique values
0 missing
ATS4mnumeric17 unique values
0 missing
Eig05_EA.bo.numeric10 unique values
0 missing
MATS7inumeric17 unique values
0 missing
ATS4pnumeric18 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
MATS7mnumeric18 unique values
0 missing
ATS4snumeric18 unique values
0 missing
Eig05_EA.ed.numeric7 unique values
0 missing
MATS7pnumeric16 unique values
0 missing
ATS4vnumeric18 unique values
0 missing
Eig05_EA.ri.numeric9 unique values
0 missing
MATS7snumeric16 unique values
0 missing
ATS5enumeric16 unique values
0 missing
Eig06_AEA.bo.numeric13 unique values
0 missing
MATS7vnumeric18 unique values
0 missing
ATS5inumeric18 unique values
0 missing
Eig06_AEA.dm.numeric14 unique values
0 missing
MATS8enumeric17 unique values
0 missing
ATS5mnumeric18 unique values
0 missing
Eig06_AEA.ed.numeric7 unique values
0 missing
MATS8inumeric18 unique values
0 missing
ATS5pnumeric18 unique values
0 missing
Eig06_AEA.ri.numeric13 unique values
0 missing
MATS8pnumeric18 unique values
0 missing
ATS5snumeric18 unique values
0 missing
Eig06_EAnumeric10 unique values
0 missing
MATS8snumeric18 unique values
0 missing
ATS5vnumeric18 unique values
0 missing
Eig06_EA.bo.numeric13 unique values
0 missing
MATS8vnumeric18 unique values
0 missing
ATS6enumeric18 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
MAXDNnumeric17 unique values
0 missing
ATS6inumeric18 unique values
0 missing
Eig06_EA.ed.numeric7 unique values
0 missing
MAXDPnumeric18 unique values
0 missing
ATS6mnumeric18 unique values
0 missing
Eig06_EA.ri.numeric16 unique values
0 missing
MCDnumeric9 unique values
0 missing
ATS6pnumeric18 unique values
0 missing
Eig07_AEA.bo.numeric11 unique values
0 missing
MDDDnumeric11 unique values
0 missing
ATS6snumeric18 unique values
0 missing
Eig07_AEA.dm.numeric16 unique values
0 missing
Menumeric12 unique values
0 missing
ATS6vnumeric17 unique values
0 missing
Eig07_AEA.ed.numeric7 unique values
0 missing
Minumeric14 unique values
0 missing
ATS7enumeric18 unique values
0 missing
Eig07_AEA.ri.numeric14 unique values
0 missing
MLOGPnumeric16 unique values
0 missing
ATS7inumeric18 unique values
0 missing
Eig07_EAnumeric8 unique values
0 missing
MLOGP2numeric16 unique values
0 missing
ATS7mnumeric17 unique values
0 missing
Eig07_EA.bo.numeric7 unique values
0 missing
Mpnumeric17 unique values
0 missing
ATS7pnumeric18 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
MPC01numeric10 unique values
0 missing
ATS7snumeric18 unique values
0 missing
Eig07_EA.ed.numeric8 unique values
0 missing
MPC02numeric9 unique values
0 missing
ATS7vnumeric18 unique values
0 missing
Eig07_EA.ri.numeric14 unique values
0 missing
MPC03numeric9 unique values
0 missing
ATS8enumeric18 unique values
0 missing
Eig08_AEA.bo.numeric11 unique values
0 missing
MPC04numeric10 unique values
0 missing
ATS8inumeric18 unique values
0 missing
Eig08_AEA.dm.numeric12 unique values
0 missing
MPC05numeric10 unique values
0 missing
ATS8mnumeric18 unique values
0 missing
Eig08_AEA.ed.numeric8 unique values
0 missing
MPC06numeric11 unique values
0 missing
ATS8pnumeric18 unique values
0 missing
Eig08_AEA.ri.numeric13 unique values
0 missing
MPC07numeric11 unique values
0 missing
ATS8snumeric17 unique values
0 missing
Eig08_EAnumeric7 unique values
0 missing
MPC08numeric10 unique values
0 missing
ATS8vnumeric18 unique values
0 missing
Eig08_EA.bo.numeric10 unique values
0 missing
MPC09numeric10 unique values
0 missing
ATSC1enumeric14 unique values
0 missing
Eig08_EA.ed.numeric8 unique values
0 missing
MPC10numeric10 unique values
0 missing
ATSC1inumeric17 unique values
0 missing
Eig08_EA.ri.numeric13 unique values
0 missing
MSDnumeric11 unique values
0 missing
ATSC1mnumeric18 unique values
0 missing
Eig09_AEA.bo.numeric10 unique values
0 missing
MWnumeric18 unique values
0 missing
ATSC1pnumeric18 unique values
0 missing
Eig09_AEA.dm.numeric10 unique values
0 missing
MWC01numeric10 unique values
0 missing
ATSC1snumeric18 unique values
0 missing
Eig09_AEA.ed.numeric10 unique values
0 missing
MWC02numeric10 unique values
0 missing
ATSC1vnumeric17 unique values
0 missing
Eig09_AEA.ri.numeric18 unique values
0 missing
MWC03numeric10 unique values
0 missing
ATSC2enumeric17 unique values
0 missing
Eig09_EAnumeric11 unique values
0 missing
MWC04numeric11 unique values
0 missing
ATSC2inumeric18 unique values
0 missing
Eig09_EA.bo.numeric11 unique values
0 missing
MWC05numeric11 unique values
0 missing
ATSC2mnumeric18 unique values
0 missing
Eig09_EA.ed.numeric11 unique values
0 missing
MWC06numeric11 unique values
0 missing
ATSC2pnumeric18 unique values
0 missing
Eig09_EA.ri.numeric15 unique values
0 missing
MWC07numeric11 unique values
0 missing
ATSC2snumeric18 unique values
0 missing
Eig10_AEA.bo.numeric5 unique values
0 missing
MWC08numeric11 unique values
0 missing
ATSC2vnumeric18 unique values
0 missing
Eig10_AEA.dm.numeric16 unique values
0 missing
MWC09numeric11 unique values
0 missing
ATSC3enumeric18 unique values
0 missing
Eig10_AEA.ed.numeric7 unique values
0 missing
MWC10numeric11 unique values
0 missing
ATSC3inumeric18 unique values
0 missing
Eig10_AEA.ri.numeric7 unique values
0 missing
N.numeric14 unique values
0 missing
ATSC3mnumeric18 unique values
0 missing
Eig10_EAnumeric8 unique values
0 missing
N.068numeric2 unique values
0 missing
ATSC3pnumeric18 unique values
0 missing
Eig10_EA.bo.numeric5 unique values
0 missing
N.069numeric2 unique values
0 missing
ATSC3snumeric18 unique values
0 missing
Eig10_EA.ed.numeric7 unique values
0 missing
N.071numeric2 unique values
0 missing
ATSC3vnumeric18 unique values
0 missing
Eig10_EA.ri.numeric6 unique values
0 missing
N.072numeric2 unique values
0 missing
ATSC4enumeric15 unique values
0 missing
Eig11_AEA.bo.numeric7 unique values
0 missing
N.074numeric2 unique values
0 missing
ATSC4inumeric18 unique values
0 missing
Eig11_AEA.dm.numeric11 unique values
0 missing
N.078numeric2 unique values
0 missing
ATSC4mnumeric18 unique values
0 missing
Eig11_AEA.ed.numeric7 unique values
0 missing
N.079numeric2 unique values
0 missing
ATSC4pnumeric18 unique values
0 missing
Eig11_AEA.ri.numeric8 unique values
0 missing
NaaCHnumeric4 unique values
0 missing
ATSC4snumeric18 unique values
0 missing
Eig11_EAnumeric7 unique values
0 missing
NaasCnumeric4 unique values
0 missing
ATSC4vnumeric18 unique values
0 missing
Eig11_EA.bo.numeric7 unique values
0 missing
nABnumeric2 unique values
0 missing
ATSC5enumeric15 unique values
0 missing
Eig11_EA.ed.numeric7 unique values
0 missing
nArCNnumeric2 unique values
0 missing
ATSC5inumeric18 unique values
0 missing
Eig11_EA.ri.numeric7 unique values
0 missing
nArNH2numeric2 unique values
0 missing
ATSC5mnumeric18 unique values
0 missing
Eig12_AEA.bo.numeric9 unique values
0 missing
nArNR2numeric2 unique values
0 missing
ATSC5pnumeric18 unique values
0 missing
Eig12_AEA.dm.numeric8 unique values
0 missing
nArOHnumeric3 unique values
0 missing
ATSC5snumeric18 unique values
0 missing
Eig12_AEA.ed.numeric10 unique values
0 missing
nArORnumeric3 unique values
0 missing
ATSC5vnumeric18 unique values
0 missing
Eig12_AEA.ri.numeric8 unique values
0 missing
nATnumeric13 unique values
0 missing
ATSC6enumeric17 unique values
0 missing
Eig12_EAnumeric7 unique values
0 missing
nBMnumeric6 unique values
0 missing
ATSC6inumeric18 unique values
0 missing
Eig12_EA.bo.numeric10 unique values
0 missing
nBnznumeric2 unique values
0 missing
ATSC6mnumeric18 unique values
0 missing
Eig12_EA.ed.numeric9 unique values
0 missing
nBOnumeric10 unique values
0 missing
ATSC6pnumeric18 unique values
0 missing
Eig12_EA.ri.numeric10 unique values
0 missing
nBTnumeric14 unique values
0 missing
ATSC6snumeric18 unique values
0 missing
Eig13_AEA.bo.numeric13 unique values
0 missing
nCnumeric6 unique values
0 missing
ATSC6vnumeric18 unique values
0 missing
Eig13_AEA.dm.numeric9 unique values
0 missing
nCarnumeric2 unique values
0 missing
ATSC7enumeric18 unique values
0 missing
Eig13_AEA.ed.numeric5 unique values
0 missing
nCb.numeric4 unique values
0 missing
ATSC7inumeric18 unique values
0 missing
Eig13_AEA.ri.numeric16 unique values
0 missing
nCbHnumeric4 unique values
0 missing
ATSC7mnumeric18 unique values
0 missing
Eig13_EAnumeric8 unique values
0 missing
nCconjnumeric2 unique values
0 missing
ATSC7pnumeric18 unique values
0 missing
Eig13_EA.bo.numeric14 unique values
0 missing
nCH2RXnumeric2 unique values
0 missing
ATSC7snumeric18 unique values
0 missing
Eig13_EA.ed.numeric9 unique values
0 missing
nCICnumeric2 unique values
0 missing
ATSC7vnumeric18 unique values
0 missing
Eig13_EA.ri.numeric17 unique values
0 missing
nCIRnumeric2 unique values
0 missing
ATSC8enumeric18 unique values
0 missing
Eig14_AEA.bo.numeric14 unique values
0 missing
nCLnumeric2 unique values
0 missing
ATSC8inumeric18 unique values
0 missing
Eig14_AEA.dm.numeric15 unique values
0 missing
nC.N.N.numeric2 unique values
0 missing
ATSC8mnumeric18 unique values
0 missing
Eig14_AEA.ed.numeric10 unique values
0 missing
nCpnumeric4 unique values
0 missing
ATSC8pnumeric18 unique values
0 missing
Eig14_AEA.ri.numeric15 unique values
0 missing
nCRX3numeric2 unique values
0 missing
ATSC8snumeric18 unique values
0 missing
Eig14_EAnumeric10 unique values
0 missing
nCsnumeric4 unique values
0 missing
ATSC8vnumeric18 unique values
0 missing
Eig14_EA.bo.numeric13 unique values
0 missing
nCspnumeric2 unique values
0 missing
BACnumeric11 unique values
0 missing
Eig14_EA.ed.numeric11 unique values
0 missing
nCsp2numeric3 unique values
0 missing
BBInumeric9 unique values
0 missing
Eig14_EA.ri.numeric17 unique values
0 missing
nCsp3numeric7 unique values
0 missing
BIC0numeric16 unique values
0 missing
Eig15_AEA.bo.numeric12 unique values
0 missing
nCtnumeric2 unique values
0 missing
BIC1numeric15 unique values
0 missing
Eig15_AEA.dm.numeric17 unique values
0 missing
nDBnumeric3 unique values
0 missing
BIC2numeric16 unique values
0 missing
Eig15_AEA.ed.numeric11 unique values
0 missing
NdOnumeric3 unique values
0 missing
BIC3numeric13 unique values
0 missing
Eig15_AEA.ri.numeric15 unique values
0 missing
NdsCHnumeric2 unique values
0 missing
BIC4numeric16 unique values
0 missing
Eig15_EAnumeric8 unique values
0 missing
NdsNnumeric2 unique values
0 missing
BIC5numeric15 unique values
0 missing
Eig15_EA.bo.numeric11 unique values
0 missing
NdssCnumeric3 unique values
0 missing
BIDnumeric10 unique values
0 missing
Eig15_EA.ed.numeric11 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
BLInumeric18 unique values
0 missing
Eig15_EA.ri.numeric12 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
BLTA96numeric15 unique values
0 missing
Eta_alphanumeric18 unique values
0 missing
nFnumeric2 unique values
0 missing
BLTD48numeric15 unique values
0 missing
Eta_alpha_Anumeric13 unique values
0 missing
nHnumeric11 unique values
0 missing
BLTF96numeric15 unique values
0 missing
Eta_Bnumeric7 unique values
0 missing
nHAccnumeric5 unique values
0 missing
C.numeric16 unique values
0 missing
Eta_B_Anumeric8 unique values
0 missing
nHDonnumeric3 unique values
0 missing
C.001numeric4 unique values
0 missing
Eta_betanumeric13 unique values
0 missing
nHetnumeric6 unique values
0 missing
C.002numeric4 unique values
0 missing
Eta_betaPnumeric6 unique values
0 missing
nHMnumeric2 unique values
0 missing
C.003numeric2 unique values
0 missing
Eta_betaP_Anumeric13 unique values
0 missing
nNnumeric5 unique values
0 missing
C.005numeric4 unique values
0 missing
Eta_betaSnumeric11 unique values
0 missing
nN.numeric2 unique values
0 missing
C.006numeric3 unique values
0 missing
Eta_betaS_Anumeric11 unique values
0 missing
nN.CO.2numeric2 unique values
0 missing
C.013numeric2 unique values
0 missing
Eta_Cnumeric18 unique values
0 missing
nOnumeric4 unique values
0 missing
C.016numeric2 unique values
0 missing
Eta_C_Anumeric18 unique values
0 missing
nOHpnumeric2 unique values
0 missing
C.017numeric2 unique values
0 missing
Eta_epsinumeric18 unique values
0 missing
nR05numeric2 unique values
0 missing
C.019numeric2 unique values
0 missing
Eta_epsi_Anumeric15 unique values
0 missing
nR06numeric2 unique values
0 missing
C.024numeric4 unique values
0 missing
Eta_Fnumeric18 unique values
0 missing
nRCNnumeric2 unique values
0 missing
C.025numeric2 unique values
0 missing
Eta_F_Anumeric18 unique values
0 missing
nR.Csnumeric2 unique values
0 missing
C.026numeric3 unique values
0 missing
Eta_FLnumeric13 unique values
0 missing
nR.Ctnumeric2 unique values
0 missing
C.037numeric2 unique values
0 missing
Eta_FL_Anumeric14 unique values
0 missing
nRNR2numeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
Eta_Lnumeric18 unique values
0 missing
nROCONnumeric2 unique values
0 missing
C.040numeric3 unique values
0 missing
Eta_L_Anumeric15 unique values
0 missing
nROHnumeric2 unique values
0 missing
C.041numeric2 unique values
0 missing
Eta_sh_pnumeric16 unique values
0 missing
NRSnumeric2 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_sh_xnumeric2 unique values
0 missing
nRSRnumeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_sh_ynumeric17 unique values
0 missing
nSnumeric2 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
F.083numeric2 unique values
0 missing
NsCH3numeric3 unique values
0 missing
CATS2D_01_APnumeric2 unique values
0 missing
GATS1enumeric14 unique values
0 missing
NsClnumeric2 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
GATS1inumeric15 unique values
0 missing
NsFnumeric2 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
GATS1mnumeric17 unique values
0 missing
nSKnumeric10 unique values
0 missing
CATS2D_01_PNnumeric2 unique values
0 missing
GATS1pnumeric17 unique values
0 missing
NsNH2numeric2 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
GATS1snumeric18 unique values
0 missing
NsOHnumeric3 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
GATS1vnumeric16 unique values
0 missing
NssCH2numeric6 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS2enumeric18 unique values
0 missing
NssNHnumeric2 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
GATS2mnumeric18 unique values
0 missing
NssOnumeric3 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
GATS2pnumeric18 unique values
0 missing
NssSnumeric2 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS2snumeric18 unique values
0 missing
NsssCHnumeric2 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS2vnumeric16 unique values
0 missing
NsssNnumeric2 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
GATS3enumeric18 unique values
0 missing
NssssCnumeric2 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
GATS3inumeric16 unique values
0 missing
nTBnumeric2 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
GATS3mnumeric18 unique values
0 missing
NtNnumeric2 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
GATS3pnumeric18 unique values
0 missing
NtsCnumeric2 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS3snumeric18 unique values
0 missing
nXnumeric3 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
GATS3vnumeric16 unique values
0 missing
O.numeric13 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
GATS4enumeric17 unique values
0 missing
O.056numeric2 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
GATS4inumeric17 unique values
0 missing
O.057numeric3 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
GATS4mnumeric18 unique values
0 missing
O.058numeric3 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS4pnumeric17 unique values
0 missing
O.060numeric3 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
GATS4snumeric18 unique values
0 missing
ON0numeric11 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GATS4vnumeric18 unique values
0 missing
ON0Vnumeric18 unique values
0 missing
CATS2D_05_LLnumeric10 unique values
0 missing
GATS5enumeric18 unique values
0 missing
ON1numeric11 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS5inumeric16 unique values
0 missing
ON1Vnumeric18 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
GATS5mnumeric18 unique values
0 missing
PCDnumeric14 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GATS5pnumeric17 unique values
0 missing
PCRnumeric14 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
GATS5snumeric18 unique values
0 missing
PDInumeric16 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS5vnumeric17 unique values
0 missing
PHInumeric17 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS6enumeric18 unique values
0 missing
piIDnumeric14 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS6inumeric17 unique values
0 missing
piPC01numeric12 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
GATS6mnumeric18 unique values
0 missing
piPC02numeric13 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GATS6pnumeric17 unique values
0 missing
piPC03numeric13 unique values
0 missing
CATS2D_06_LLnumeric10 unique values
0 missing
GATS6snumeric18 unique values
0 missing
piPC04numeric14 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
GATS6vnumeric18 unique values
0 missing
piPC05numeric13 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
GATS7enumeric18 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
GATS7inumeric18 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
GATS7mnumeric18 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS7pnumeric18 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GATS7snumeric18 unique values
0 missing
CATS2D_07_DLnumeric7 unique values
0 missing
GATS7vnumeric18 unique values
0 missing
CATS2D_07_LLnumeric7 unique values
0 missing
GATS8enumeric18 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
GATS8inumeric18 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
GATS8mnumeric17 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
GATS8pnumeric17 unique values
0 missing
CATS2D_08_ALnumeric7 unique values
0 missing
GATS8snumeric18 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
GATS8vnumeric18 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
GGI1numeric5 unique values
0 missing
CATS2D_08_LLnumeric6 unique values
0 missing
GGI10numeric6 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
GGI2numeric4 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
GGI3numeric6 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
GGI4numeric6 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
GGI5numeric7 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
GGI6numeric8 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GGI7numeric7 unique values
0 missing
CATS2D_09_DLnumeric6 unique values
0 missing
GGI8numeric8 unique values
0 missing
CATS2D_09_LLnumeric5 unique values
0 missing
GGI9numeric9 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
GMTInumeric11 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
GMTIVnumeric18 unique values
0 missing
CENTnumeric11 unique values
0 missing
GNarnumeric11 unique values
0 missing
Chi0_AEA.bo.numeric11 unique values
0 missing
H.numeric13 unique values
0 missing
Chi0_AEA.dm.numeric11 unique values
0 missing
H.046numeric6 unique values
0 missing
Chi0_AEA.ed.numeric11 unique values
0 missing
H.047numeric7 unique values
0 missing
Chi0_AEA.ri.numeric11 unique values
0 missing
H.049numeric2 unique values
0 missing
Chi0_EAnumeric11 unique values
0 missing
H.050numeric3 unique values
0 missing
Chi0_EA.bo.numeric14 unique values
0 missing
H.051numeric3 unique values
0 missing
Chi0_EA.dm.numeric17 unique values
0 missing
H.052numeric3 unique values
0 missing
Chi0_EA.ed.numeric11 unique values
0 missing
HDcpxnumeric11 unique values
0 missing
Chi0_EA.ri.numeric18 unique values
0 missing
HNarnumeric11 unique values
0 missing
Chi1_AEA.bo.numeric11 unique values
0 missing
HVcpxnumeric11 unique values
0 missing
Chi1_AEA.dm.numeric11 unique values
0 missing
Hynumeric16 unique values
0 missing
Chi1_AEA.ed.numeric11 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Chi1_AEA.ri.numeric11 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi1_EAnumeric11 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
Chi1_EA.bo.numeric14 unique values
0 missing
IACnumeric18 unique values
0 missing
Chi1_EA.dm.numeric14 unique values
0 missing
IC0numeric18 unique values
0 missing
Chi1_EA.ed.numeric11 unique values
0 missing
IC1numeric18 unique values
0 missing
Chi1_EA.ri.numeric18 unique values
0 missing
IC2numeric18 unique values
0 missing
CIC0numeric18 unique values
0 missing
IC3numeric16 unique values
0 missing
CIC1numeric18 unique values
0 missing
IC4numeric15 unique values
0 missing
CIC2numeric18 unique values
0 missing
IC5numeric16 unique values
0 missing
CIC3numeric16 unique values
0 missing
ICRnumeric11 unique values
0 missing
CIC4numeric16 unique values
0 missing
IDDEnumeric11 unique values
0 missing
CIC5numeric16 unique values
0 missing
IDDMnumeric11 unique values
0 missing
CIDnumeric11 unique values
0 missing
IDEnumeric11 unique values
0 missing
Cl.086numeric2 unique values
0 missing
IDETnumeric11 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IDMnumeric11 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IDMTnumeric11 unique values
0 missing
CSInumeric11 unique values
0 missing
Infective.50numeric2 unique values
0 missing
DBInumeric11 unique values
0 missing
Infective.80numeric3 unique values
0 missing
D.Dtr05numeric2 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
D.Dtr06numeric11 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
DECCnumeric10 unique values
0 missing
ISIZnumeric13 unique values
0 missing
DELSnumeric18 unique values
0 missing
IVDEnumeric11 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
IVDMnumeric11 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI1numeric10 unique values
0 missing
DLS_01numeric2 unique values
0 missing
JGI10numeric6 unique values
0 missing
DLS_02numeric3 unique values
0 missing
JGI2numeric11 unique values
0 missing
DLS_03numeric3 unique values
0 missing
JGI3numeric8 unique values
0 missing
DLS_04numeric6 unique values
0 missing
JGI4numeric9 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI5numeric10 unique values
0 missing
DLS_06numeric3 unique values
0 missing
JGI6numeric8 unique values
0 missing
DLS_07numeric2 unique values
0 missing
JGI7numeric6 unique values
0 missing
DLS_consnumeric11 unique values
0 missing
JGI8numeric9 unique values
0 missing
Dznumeric17 unique values
0 missing
JGI9numeric6 unique values
0 missing
ECCnumeric11 unique values
0 missing
JGTnumeric11 unique values
0 missing
Eig01_AEA.bo.numeric8 unique values
0 missing
LLS_01numeric4 unique values
0 missing
Eig01_AEA.dm.numeric12 unique values
0 missing
LLS_02numeric3 unique values
0 missing
Eig01_AEA.ed.numeric7 unique values
0 missing
LOCnumeric11 unique values
0 missing
Eig01_AEA.ri.numeric10 unique values
0 missing
LPRSnumeric11 unique values
0 missing
Eig01_EAnumeric8 unique values
0 missing
MATS1enumeric18 unique values
0 missing
Eig01_EA.bo.numeric7 unique values
0 missing
MATS1inumeric16 unique values
0 missing
Eig01_EA.dm.numeric6 unique values
0 missing
MATS1mnumeric14 unique values
0 missing
Eig01_EA.ed.numeric8 unique values
0 missing
MATS1pnumeric15 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
18
Number of instances (rows) of the dataset.
NumberOfFeatures
690
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
689
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
18
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.14
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3KurtosisOfNumericAtts
3.73
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
24938.44
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.
Quartile3MeansOfNumericAtts
4.5
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.
PercentageOfNumericFeatures
99.86
Percentage of numeric 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
-4.24
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.14
Percentage of nominal attributes.
Quartile3SkewnessOfNumericAtts
1.17
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
4.24
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.
Quartile3StdDevOfNumericAtts
0.78
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
9898.99
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.23
First quartile of kurtosis 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.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.29
First quartile of means among attributes of the numeric type.
MeanKurtosisOfNumericAtts
2.5
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
90.42
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.78
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.09
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.16
First quartile of standard deviation of attributes of the numeric type.
ClassEntropy
Entropy of the target attribute values.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Dimensionality
38.33
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.32
Second quartile (Median) of kurtosis among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanSkewnessOfNumericAtts
0.34
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.47
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
33.57
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
-0.42
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.37
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.2
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4245
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4245
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4245
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4245
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4245
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4245
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4245
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4245
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4245
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4245
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4245
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4245
0 runs - estimation_procedure: 50 times Clustering
Define a new task