Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5431

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5431

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: CHEMBL5431 (TID: 101187), and it has 30 rows and 746 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.

748 features

pXC50 (target)numeric15 unique values
0 missing
molecule_id (row identifier)nominal30 unique values
0 missing
Eig02_EAnumeric14 unique values
0 missing
MATS2vnumeric17 unique values
0 missing
MATS5pnumeric16 unique values
0 missing
Eig02_EA.bo.numeric11 unique values
0 missing
MATS3enumeric16 unique values
0 missing
GATS8enumeric16 unique values
0 missing
Eig02_EA.dm.numeric6 unique values
0 missing
MATS3inumeric17 unique values
0 missing
JGI7numeric8 unique values
0 missing
Eig02_EA.ed.numeric15 unique values
0 missing
MATS3mnumeric17 unique values
0 missing
AACnumeric14 unique values
0 missing
Eig02_EA.ri.numeric18 unique values
0 missing
MATS3pnumeric17 unique values
0 missing
AECCnumeric15 unique values
0 missing
Eig03_AEA.bo.numeric15 unique values
0 missing
MATS3snumeric18 unique values
0 missing
ALOGPnumeric17 unique values
0 missing
Eig03_AEA.dm.numeric16 unique values
0 missing
MATS3vnumeric17 unique values
0 missing
ALOGP2numeric17 unique values
0 missing
Eig03_AEA.ed.numeric14 unique values
0 missing
MATS4enumeric17 unique values
0 missing
AMRnumeric17 unique values
0 missing
Eig03_AEA.ri.numeric18 unique values
0 missing
MATS4inumeric14 unique values
0 missing
AMWnumeric17 unique values
0 missing
Eig03_EAnumeric15 unique values
0 missing
MATS4mnumeric16 unique values
0 missing
ARRnumeric11 unique values
0 missing
Eig03_EA.bo.numeric14 unique values
0 missing
MATS4pnumeric16 unique values
0 missing
ATS1enumeric17 unique values
0 missing
Eig03_EA.dm.numeric4 unique values
0 missing
MATS4snumeric15 unique values
0 missing
ATS1inumeric16 unique values
0 missing
Eig03_EA.ed.numeric15 unique values
0 missing
MATS4vnumeric17 unique values
0 missing
ATS1mnumeric17 unique values
0 missing
Eig03_EA.ri.numeric18 unique values
0 missing
MATS5enumeric18 unique values
0 missing
ATS1pnumeric17 unique values
0 missing
Eig04_AEA.bo.numeric15 unique values
0 missing
MATS5inumeric18 unique values
0 missing
ATS1snumeric17 unique values
0 missing
Eig04_AEA.dm.numeric18 unique values
0 missing
MATS5mnumeric17 unique values
0 missing
ATS1vnumeric17 unique values
0 missing
Eig04_AEA.ed.numeric14 unique values
0 missing
MATS5snumeric17 unique values
0 missing
ATS2enumeric17 unique values
0 missing
Eig04_AEA.ri.numeric18 unique values
0 missing
MATS5vnumeric17 unique values
0 missing
ATS2inumeric17 unique values
0 missing
Eig04_EAnumeric15 unique values
0 missing
MATS6enumeric18 unique values
0 missing
ATS2mnumeric17 unique values
0 missing
Eig04_EA.bo.numeric15 unique values
0 missing
MATS6inumeric16 unique values
0 missing
ATS2pnumeric17 unique values
0 missing
Eig04_EA.dm.numeric3 unique values
0 missing
MATS6mnumeric17 unique values
0 missing
ATS2snumeric18 unique values
0 missing
Eig04_EA.ed.numeric15 unique values
0 missing
MATS6pnumeric16 unique values
0 missing
ATS2vnumeric17 unique values
0 missing
Eig04_EA.ri.numeric18 unique values
0 missing
MATS6snumeric17 unique values
0 missing
ATS3enumeric17 unique values
0 missing
Eig05_AEA.bo.numeric13 unique values
0 missing
MATS6vnumeric17 unique values
0 missing
ATS3inumeric17 unique values
0 missing
Eig05_AEA.dm.numeric15 unique values
0 missing
MATS7enumeric18 unique values
0 missing
ATS3mnumeric18 unique values
0 missing
Eig05_AEA.ed.numeric15 unique values
0 missing
MATS7inumeric16 unique values
0 missing
ATS3pnumeric17 unique values
0 missing
Eig05_AEA.ri.numeric16 unique values
0 missing
MATS7mnumeric18 unique values
0 missing
ATS3snumeric18 unique values
0 missing
Eig05_EAnumeric14 unique values
0 missing
MATS7pnumeric18 unique values
0 missing
ATS3vnumeric18 unique values
0 missing
Eig05_EA.bo.numeric14 unique values
0 missing
MATS7snumeric17 unique values
0 missing
ATS4enumeric18 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
MATS7vnumeric18 unique values
0 missing
ATS4inumeric18 unique values
0 missing
Eig05_EA.ed.numeric15 unique values
0 missing
MATS8enumeric17 unique values
0 missing
ATS4mnumeric18 unique values
0 missing
Eig05_EA.ri.numeric17 unique values
0 missing
MATS8inumeric18 unique values
0 missing
ATS4pnumeric18 unique values
0 missing
Eig06_AEA.bo.numeric13 unique values
0 missing
MATS8mnumeric18 unique values
0 missing
ATS4snumeric18 unique values
0 missing
Eig06_AEA.dm.numeric13 unique values
0 missing
MATS8pnumeric17 unique values
0 missing
ATS4vnumeric18 unique values
0 missing
Eig06_AEA.ed.numeric14 unique values
0 missing
MATS8snumeric18 unique values
0 missing
ATS5enumeric18 unique values
0 missing
Eig06_AEA.ri.numeric13 unique values
0 missing
MATS8vnumeric18 unique values
0 missing
ATS5inumeric18 unique values
0 missing
Eig06_EAnumeric13 unique values
0 missing
MAXDNnumeric18 unique values
0 missing
ATS5mnumeric18 unique values
0 missing
Eig06_EA.bo.numeric13 unique values
0 missing
MAXDPnumeric18 unique values
0 missing
ATS5pnumeric18 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
MCDnumeric11 unique values
0 missing
ATS5snumeric18 unique values
0 missing
Eig06_EA.ed.numeric14 unique values
0 missing
MDDDnumeric15 unique values
0 missing
ATS5vnumeric18 unique values
0 missing
Eig06_EA.ri.numeric13 unique values
0 missing
Menumeric14 unique values
0 missing
ATS6enumeric18 unique values
0 missing
Eig07_AEA.bo.numeric13 unique values
0 missing
Minumeric15 unique values
0 missing
ATS6inumeric18 unique values
0 missing
Eig07_AEA.dm.numeric12 unique values
0 missing
MLOGPnumeric17 unique values
0 missing
ATS6mnumeric18 unique values
0 missing
Eig07_AEA.ed.numeric14 unique values
0 missing
MLOGP2numeric16 unique values
0 missing
ATS6pnumeric18 unique values
0 missing
Eig07_AEA.ri.numeric17 unique values
0 missing
Mpnumeric16 unique values
0 missing
ATS6snumeric18 unique values
0 missing
Eig07_EAnumeric14 unique values
0 missing
MPC01numeric11 unique values
0 missing
ATS6vnumeric18 unique values
0 missing
Eig07_EA.bo.numeric13 unique values
0 missing
MPC02numeric12 unique values
0 missing
ATS7enumeric18 unique values
0 missing
Eig07_EA.ed.numeric15 unique values
0 missing
MPC03numeric13 unique values
0 missing
ATS7inumeric17 unique values
0 missing
Eig07_EA.ri.numeric17 unique values
0 missing
MPC04numeric12 unique values
0 missing
ATS7mnumeric17 unique values
0 missing
Eig08_AEA.bo.numeric8 unique values
0 missing
MPC05numeric12 unique values
0 missing
ATS7pnumeric18 unique values
0 missing
Eig08_AEA.dm.numeric14 unique values
0 missing
MPC06numeric11 unique values
0 missing
ATS7snumeric18 unique values
0 missing
Eig08_AEA.ed.numeric9 unique values
0 missing
MPC07numeric12 unique values
0 missing
ATS7vnumeric17 unique values
0 missing
Eig08_AEA.ri.numeric8 unique values
0 missing
MPC08numeric13 unique values
0 missing
ATS8enumeric18 unique values
0 missing
Eig08_EAnumeric8 unique values
0 missing
MPC09numeric10 unique values
0 missing
ATS8inumeric17 unique values
0 missing
Eig08_EA.bo.numeric8 unique values
0 missing
MPC10numeric13 unique values
0 missing
ATS8mnumeric18 unique values
0 missing
Eig08_EA.ed.numeric9 unique values
0 missing
MSDnumeric15 unique values
0 missing
ATS8pnumeric18 unique values
0 missing
Eig08_EA.ri.numeric8 unique values
0 missing
Mvnumeric16 unique values
0 missing
ATS8snumeric18 unique values
0 missing
Eig09_AEA.bo.numeric12 unique values
0 missing
MWnumeric17 unique values
0 missing
ATS8vnumeric18 unique values
0 missing
Eig09_AEA.dm.numeric12 unique values
0 missing
MWC01numeric11 unique values
0 missing
ATSC1enumeric16 unique values
0 missing
Eig09_AEA.ed.numeric15 unique values
0 missing
MWC02numeric13 unique values
0 missing
ATSC1inumeric16 unique values
0 missing
Eig09_AEA.ri.numeric15 unique values
0 missing
MWC03numeric13 unique values
0 missing
ATSC1mnumeric17 unique values
0 missing
Eig09_EAnumeric12 unique values
0 missing
MWC04numeric15 unique values
0 missing
ATSC1pnumeric17 unique values
0 missing
Eig09_EA.bo.numeric12 unique values
0 missing
MWC05numeric15 unique values
0 missing
ATSC1snumeric18 unique values
0 missing
Eig09_EA.ed.numeric15 unique values
0 missing
MWC06numeric15 unique values
0 missing
ATSC1vnumeric17 unique values
0 missing
Eig09_EA.ri.numeric15 unique values
0 missing
MWC07numeric15 unique values
0 missing
ATSC2enumeric17 unique values
0 missing
Eig10_AEA.bo.numeric14 unique values
0 missing
MWC08numeric15 unique values
0 missing
ATSC2inumeric16 unique values
0 missing
Eig10_AEA.dm.numeric13 unique values
0 missing
MWC09numeric15 unique values
0 missing
ATSC2mnumeric17 unique values
0 missing
Eig10_AEA.ed.numeric10 unique values
0 missing
MWC10numeric15 unique values
0 missing
ATSC2pnumeric16 unique values
0 missing
Eig10_AEA.ri.numeric15 unique values
0 missing
N.numeric9 unique values
0 missing
ATSC2snumeric18 unique values
0 missing
Eig10_EAnumeric14 unique values
0 missing
N.066numeric2 unique values
0 missing
ATSC2vnumeric17 unique values
0 missing
Eig10_EA.bo.numeric14 unique values
0 missing
N.068numeric2 unique values
0 missing
ATSC3enumeric17 unique values
0 missing
Eig10_EA.ed.numeric10 unique values
0 missing
N.072numeric2 unique values
0 missing
ATSC3inumeric18 unique values
0 missing
Eig10_EA.ri.numeric16 unique values
0 missing
N.073numeric2 unique values
0 missing
ATSC3mnumeric18 unique values
0 missing
Eig11_AEA.bo.numeric12 unique values
0 missing
N.074numeric2 unique values
0 missing
ATSC3pnumeric17 unique values
0 missing
Eig11_AEA.dm.numeric17 unique values
0 missing
N.075numeric2 unique values
0 missing
ATSC3snumeric18 unique values
0 missing
Eig11_AEA.ed.numeric14 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
ATSC3vnumeric18 unique values
0 missing
Eig11_AEA.ri.numeric17 unique values
0 missing
NaaCHnumeric7 unique values
0 missing
ATSC4enumeric18 unique values
0 missing
Eig11_EAnumeric14 unique values
0 missing
NaaNnumeric2 unique values
0 missing
ATSC4inumeric18 unique values
0 missing
Eig11_EA.bo.numeric13 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
ATSC4mnumeric18 unique values
0 missing
Eig11_EA.ed.numeric14 unique values
0 missing
NaasCnumeric6 unique values
0 missing
ATSC4pnumeric18 unique values
0 missing
Eig11_EA.ri.numeric16 unique values
0 missing
nABnumeric5 unique values
0 missing
ATSC4snumeric18 unique values
0 missing
Eig12_AEA.bo.numeric14 unique values
0 missing
nArORnumeric3 unique values
0 missing
ATSC4vnumeric18 unique values
0 missing
Eig12_AEA.dm.numeric17 unique values
0 missing
nArXnumeric4 unique values
0 missing
ATSC5enumeric18 unique values
0 missing
Eig12_AEA.ed.numeric14 unique values
0 missing
nATnumeric9 unique values
0 missing
ATSC5inumeric17 unique values
0 missing
Eig12_AEA.ri.numeric11 unique values
0 missing
nBMnumeric4 unique values
0 missing
ATSC5mnumeric18 unique values
0 missing
Eig12_EAnumeric12 unique values
0 missing
nBnznumeric3 unique values
0 missing
ATSC5pnumeric17 unique values
0 missing
Eig12_EA.bo.numeric14 unique values
0 missing
nBOnumeric11 unique values
0 missing
ATSC5snumeric18 unique values
0 missing
Eig12_EA.ed.numeric14 unique values
0 missing
nBRnumeric2 unique values
0 missing
ATSC5vnumeric18 unique values
0 missing
Eig12_EA.ri.numeric14 unique values
0 missing
nBTnumeric9 unique values
0 missing
ATSC6enumeric18 unique values
0 missing
Eig13_AEA.bo.numeric15 unique values
0 missing
nCnumeric7 unique values
0 missing
ATSC6inumeric18 unique values
0 missing
Eig13_AEA.dm.numeric17 unique values
0 missing
nCarnumeric5 unique values
0 missing
ATSC6mnumeric18 unique values
0 missing
Eig13_AEA.ed.numeric15 unique values
0 missing
nCb.numeric7 unique values
0 missing
ATSC6pnumeric18 unique values
0 missing
Eig13_AEA.ri.numeric16 unique values
0 missing
nCbHnumeric7 unique values
0 missing
ATSC6snumeric18 unique values
0 missing
Eig13_EAnumeric14 unique values
0 missing
nCconjnumeric2 unique values
0 missing
ATSC6vnumeric18 unique values
0 missing
Eig13_EA.bo.numeric12 unique values
0 missing
nCICnumeric4 unique values
0 missing
ATSC7enumeric18 unique values
0 missing
Eig13_EA.ed.numeric15 unique values
0 missing
nCIRnumeric5 unique values
0 missing
ATSC7inumeric18 unique values
0 missing
Eig13_EA.ri.numeric17 unique values
0 missing
nCLnumeric3 unique values
0 missing
ATSC7mnumeric18 unique values
0 missing
Eig14_AEA.bo.numeric13 unique values
0 missing
nCpnumeric2 unique values
0 missing
ATSC7pnumeric18 unique values
0 missing
Eig14_AEA.dm.numeric13 unique values
0 missing
nCsnumeric3 unique values
0 missing
ATSC7snumeric18 unique values
0 missing
Eig14_AEA.ed.numeric14 unique values
0 missing
nCspnumeric2 unique values
0 missing
ATSC7vnumeric18 unique values
0 missing
Eig14_AEA.ri.numeric18 unique values
0 missing
nCsp2numeric5 unique values
0 missing
ATSC8enumeric18 unique values
0 missing
Eig14_EAnumeric15 unique values
0 missing
nCsp3numeric3 unique values
0 missing
ATSC8inumeric18 unique values
0 missing
Eig14_EA.bo.numeric15 unique values
0 missing
nDBnumeric3 unique values
0 missing
ATSC8mnumeric18 unique values
0 missing
Eig14_EA.ed.numeric15 unique values
0 missing
NddssSnumeric2 unique values
0 missing
ATSC8pnumeric18 unique values
0 missing
Eig14_EA.ri.numeric15 unique values
0 missing
NdOnumeric3 unique values
0 missing
ATSC8snumeric18 unique values
0 missing
Eig15_AEA.bo.numeric11 unique values
0 missing
NdssCnumeric3 unique values
0 missing
ATSC8vnumeric18 unique values
0 missing
Eig15_AEA.dm.numeric17 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
BACnumeric7 unique values
0 missing
Eig15_AEA.ed.numeric14 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
BBInumeric12 unique values
0 missing
Eig15_AEA.ri.numeric18 unique values
0 missing
nFnumeric4 unique values
0 missing
BIC0numeric13 unique values
0 missing
Eig15_EAnumeric15 unique values
0 missing
nHnumeric10 unique values
0 missing
BIC1numeric13 unique values
0 missing
Eig15_EA.bo.numeric15 unique values
0 missing
nHAccnumeric6 unique values
0 missing
BIC2numeric15 unique values
0 missing
Eig15_EA.ed.numeric15 unique values
0 missing
nHDonnumeric3 unique values
0 missing
BIC3numeric15 unique values
0 missing
Eig15_EA.ri.numeric17 unique values
0 missing
nHetnumeric5 unique values
0 missing
BIC4numeric12 unique values
0 missing
Eta_alphanumeric16 unique values
0 missing
nHMnumeric3 unique values
0 missing
BIC5numeric11 unique values
0 missing
Eta_alpha_Anumeric15 unique values
0 missing
nImidazolesnumeric2 unique values
0 missing
BIDnumeric14 unique values
0 missing
Eta_Bnumeric11 unique values
0 missing
nNnumeric2 unique values
0 missing
BLInumeric17 unique values
0 missing
Eta_B_Anumeric11 unique values
0 missing
NNRSnumeric3 unique values
0 missing
BLTA96numeric17 unique values
0 missing
Eta_betanumeric14 unique values
0 missing
nOnumeric3 unique values
0 missing
BLTD48numeric17 unique values
0 missing
Eta_beta_Anumeric14 unique values
0 missing
nOHpnumeric2 unique values
0 missing
BLTF96numeric17 unique values
0 missing
Eta_betaPnumeric8 unique values
0 missing
nR05numeric2 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eta_betaP_Anumeric13 unique values
0 missing
nR06numeric4 unique values
0 missing
C.numeric9 unique values
0 missing
Eta_betaSnumeric13 unique values
0 missing
nR09numeric2 unique values
0 missing
C.001numeric2 unique values
0 missing
Eta_betaS_Anumeric12 unique values
0 missing
nR10numeric2 unique values
0 missing
C.002numeric3 unique values
0 missing
Eta_Cnumeric18 unique values
0 missing
nRCNnumeric2 unique values
0 missing
C.005numeric2 unique values
0 missing
Eta_C_Anumeric17 unique values
0 missing
nRCOnumeric2 unique values
0 missing
C.006numeric3 unique values
0 missing
Eta_epsinumeric17 unique values
0 missing
nRCONR2numeric2 unique values
0 missing
C.007numeric2 unique values
0 missing
Eta_epsi_Anumeric16 unique values
0 missing
nR.Ctnumeric2 unique values
0 missing
C.008numeric2 unique values
0 missing
Eta_Fnumeric18 unique values
0 missing
nRNH2numeric2 unique values
0 missing
C.017numeric2 unique values
0 missing
Eta_F_Anumeric18 unique values
0 missing
nROHnumeric2 unique values
0 missing
C.024numeric7 unique values
0 missing
Eta_FLnumeric18 unique values
0 missing
NRSnumeric3 unique values
0 missing
C.025numeric4 unique values
0 missing
Eta_FL_Anumeric16 unique values
0 missing
nRSRnumeric2 unique values
0 missing
C.026numeric5 unique values
0 missing
Eta_Lnumeric18 unique values
0 missing
nSnumeric2 unique values
0 missing
C.028numeric2 unique values
0 missing
Eta_L_Anumeric14 unique values
0 missing
NsBrnumeric2 unique values
0 missing
C.033numeric2 unique values
0 missing
Eta_sh_pnumeric16 unique values
0 missing
NsCH3numeric2 unique values
0 missing
C.038numeric2 unique values
0 missing
Eta_sh_xnumeric2 unique values
0 missing
NsClnumeric3 unique values
0 missing
C.040numeric2 unique values
0 missing
Eta_sh_ynumeric16 unique values
0 missing
NsFnumeric4 unique values
0 missing
C.042numeric2 unique values
0 missing
F.084numeric4 unique values
0 missing
nSKnumeric12 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS1enumeric16 unique values
0 missing
NsNH2numeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS1inumeric17 unique values
0 missing
nSO2Nnumeric2 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS1mnumeric17 unique values
0 missing
NsOHnumeric2 unique values
0 missing
CATS2D_01_LLnumeric12 unique values
0 missing
GATS1pnumeric15 unique values
0 missing
NssCH2numeric3 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
GATS1snumeric18 unique values
0 missing
NssOnumeric3 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
GATS1vnumeric17 unique values
0 missing
NssSnumeric2 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GATS2enumeric16 unique values
0 missing
NsssCHnumeric2 unique values
0 missing
CATS2D_02_DLnumeric2 unique values
0 missing
GATS2inumeric17 unique values
0 missing
NsssNnumeric2 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
GATS2mnumeric17 unique values
0 missing
nTBnumeric2 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS2pnumeric16 unique values
0 missing
NtNnumeric2 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
GATS2snumeric17 unique values
0 missing
NtsCnumeric2 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
GATS2vnumeric17 unique values
0 missing
nXnumeric4 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS3enumeric18 unique values
0 missing
O.numeric10 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS3inumeric16 unique values
0 missing
O.056numeric2 unique values
0 missing
CATS2D_03_DLnumeric2 unique values
0 missing
GATS3mnumeric16 unique values
0 missing
O.058numeric3 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
GATS3pnumeric18 unique values
0 missing
O.060numeric3 unique values
0 missing
CATS2D_03_LLnumeric11 unique values
0 missing
GATS3snumeric18 unique values
0 missing
ON0numeric12 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS3vnumeric17 unique values
0 missing
ON0Vnumeric14 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS4enumeric18 unique values
0 missing
ON1numeric14 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
GATS4inumeric17 unique values
0 missing
ON1Vnumeric15 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
GATS4mnumeric17 unique values
0 missing
PCDnumeric15 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS4pnumeric14 unique values
0 missing
PCRnumeric14 unique values
0 missing
CATS2D_04_DLnumeric2 unique values
0 missing
GATS4snumeric17 unique values
0 missing
PDInumeric15 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
GATS4vnumeric16 unique values
0 missing
PHInumeric17 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS5enumeric18 unique values
0 missing
piIDnumeric15 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS5inumeric17 unique values
0 missing
piPC01numeric12 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
GATS5mnumeric18 unique values
0 missing
piPC02numeric13 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS5pnumeric18 unique values
0 missing
piPC03numeric14 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS5snumeric17 unique values
0 missing
piPC04numeric15 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
GATS5vnumeric16 unique values
0 missing
piPC05numeric15 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS6enumeric18 unique values
0 missing
piPC06numeric15 unique values
0 missing
CATS2D_05_LLnumeric10 unique values
0 missing
GATS6inumeric18 unique values
0 missing
piPC07numeric15 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
GATS6mnumeric18 unique values
0 missing
piPC08numeric15 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS6pnumeric15 unique values
0 missing
piPC09numeric15 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
GATS6snumeric18 unique values
0 missing
piPC10numeric15 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS6vnumeric16 unique values
0 missing
PJI2numeric4 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS7enumeric18 unique values
0 missing
Polnumeric13 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
GATS7inumeric17 unique values
0 missing
Psi_e_0numeric18 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
GATS7mnumeric18 unique values
0 missing
Psi_e_0dnumeric2 unique values
0 missing
CATS2D_06_PLnumeric4 unique values
0 missing
GATS7pnumeric16 unique values
0 missing
Psi_e_1numeric18 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GATS7snumeric18 unique values
0 missing
Psi_e_Anumeric17 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
GATS7vnumeric16 unique values
0 missing
Psi_i_0numeric17 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS8inumeric18 unique values
0 missing
Psi_i_0dnumeric2 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GATS8mnumeric18 unique values
0 missing
Psi_i_1numeric18 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
GATS8pnumeric18 unique values
0 missing
Psi_i_1dnumeric2 unique values
0 missing
CATS2D_07_LLnumeric8 unique values
0 missing
GATS8snumeric18 unique values
0 missing
Psi_i_1snumeric2 unique values
0 missing
CATS2D_07_PLnumeric4 unique values
0 missing
GATS8vnumeric16 unique values
0 missing
Psi_i_Anumeric17 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
GGI1numeric8 unique values
0 missing
Psi_i_snumeric17 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
GGI10numeric13 unique values
0 missing
Psi_i_tnumeric4 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GGI2numeric7 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
GGI3numeric9 unique values
0 missing
P_VSA_e_1numeric8 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
GGI4numeric13 unique values
0 missing
P_VSA_e_2numeric17 unique values
0 missing
CATS2D_08_LLnumeric6 unique values
0 missing
GGI5numeric15 unique values
0 missing
P_VSA_e_3numeric3 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
GGI6numeric12 unique values
0 missing
P_VSA_e_4numeric3 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GGI7numeric12 unique values
0 missing
P_VSA_e_5numeric5 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
GGI8numeric15 unique values
0 missing
P_VSA_e_6numeric4 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
GGI9numeric14 unique values
0 missing
P_VSA_i_1numeric2 unique values
0 missing
CATS2D_09_LLnumeric4 unique values
0 missing
GMTInumeric15 unique values
0 missing
P_VSA_i_2numeric17 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
GMTIVnumeric16 unique values
0 missing
P_VSA_i_3numeric15 unique values
0 missing
CENTnumeric15 unique values
0 missing
GNarnumeric13 unique values
0 missing
P_VSA_i_4numeric5 unique values
0 missing
Chi0_AEA.bo.numeric14 unique values
0 missing
H.numeric14 unique values
0 missing
P_VSA_LogP_1numeric3 unique values
0 missing
Chi0_AEA.dm.numeric14 unique values
0 missing
H.046numeric2 unique values
0 missing
P_VSA_LogP_2numeric5 unique values
0 missing
Chi0_AEA.ed.numeric14 unique values
0 missing
H.047numeric10 unique values
0 missing
P_VSA_LogP_3numeric8 unique values
0 missing
Chi0_AEA.ri.numeric14 unique values
0 missing
H.048numeric3 unique values
0 missing
P_VSA_LogP_4numeric3 unique values
0 missing
Chi0_EAnumeric14 unique values
0 missing
H.049numeric2 unique values
0 missing
P_VSA_LogP_5numeric17 unique values
0 missing
Chi0_EA.bo.numeric14 unique values
0 missing
H.050numeric3 unique values
0 missing
P_VSA_LogP_6numeric6 unique values
0 missing
Chi0_EA.dm.numeric15 unique values
0 missing
H.051numeric3 unique values
0 missing
P_VSA_LogP_7numeric9 unique values
0 missing
Chi0_EA.ed.numeric15 unique values
0 missing
HDcpxnumeric15 unique values
0 missing
P_VSA_LogP_8numeric4 unique values
0 missing
Chi0_EA.ri.numeric18 unique values
0 missing
HNarnumeric9 unique values
0 missing
P_VSA_m_1numeric8 unique values
0 missing
Chi1_AEA.bo.numeric15 unique values
0 missing
HVcpxnumeric15 unique values
0 missing
P_VSA_m_2numeric17 unique values
0 missing
Chi1_AEA.dm.numeric15 unique values
0 missing
Hynumeric14 unique values
0 missing
P_VSA_m_3numeric9 unique values
0 missing
Chi1_AEA.ed.numeric15 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
P_VSA_m_4numeric4 unique values
0 missing
Chi1_AEA.ri.numeric15 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
P_VSA_m_5numeric2 unique values
0 missing
Chi1_EAnumeric15 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
P_VSA_MR_1numeric11 unique values
0 missing
Chi1_EA.bo.numeric15 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
P_VSA_MR_2numeric5 unique values
0 missing
Chi1_EA.dm.numeric15 unique values
0 missing
IACnumeric14 unique values
0 missing
P_VSA_MR_3numeric2 unique values
0 missing
Chi1_EA.ed.numeric15 unique values
0 missing
IC0numeric14 unique values
0 missing
P_VSA_MR_5numeric6 unique values
0 missing
Chi1_EA.ri.numeric18 unique values
0 missing
IC1numeric14 unique values
0 missing
P_VSA_MR_6numeric17 unique values
0 missing
CIC0numeric14 unique values
0 missing
IC2numeric15 unique values
0 missing
P_VSA_MR_7numeric4 unique values
0 missing
CIC1numeric14 unique values
0 missing
IC3numeric15 unique values
0 missing
P_VSA_MR_8numeric3 unique values
0 missing
CIC2numeric15 unique values
0 missing
IC4numeric12 unique values
0 missing
P_VSA_p_1numeric11 unique values
0 missing
CIC3numeric14 unique values
0 missing
IC5numeric12 unique values
0 missing
P_VSA_p_2numeric5 unique values
0 missing
CIC4numeric12 unique values
0 missing
ICRnumeric14 unique values
0 missing
P_VSA_p_3numeric17 unique values
0 missing
CIC5numeric12 unique values
0 missing
IDDEnumeric15 unique values
0 missing
P_VSA_s_1numeric2 unique values
0 missing
CIDnumeric13 unique values
0 missing
IDDMnumeric14 unique values
0 missing
P_VSA_s_2numeric8 unique values
0 missing
Cl.089numeric3 unique values
0 missing
IDEnumeric14 unique values
0 missing
P_VSA_s_3numeric17 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IDETnumeric15 unique values
0 missing
P_VSA_s_4numeric9 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IDMnumeric15 unique values
0 missing
P_VSA_s_5numeric3 unique values
0 missing
CSInumeric15 unique values
0 missing
IDMTnumeric15 unique values
0 missing
P_VSA_s_6numeric11 unique values
0 missing
DBInumeric10 unique values
0 missing
Infective.50numeric2 unique values
0 missing
P_VSA_v_1numeric8 unique values
0 missing
D.Dtr05numeric15 unique values
0 missing
Infective.80numeric2 unique values
0 missing
P_VSA_v_2numeric9 unique values
0 missing
D.Dtr06numeric14 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
P_VSA_v_3numeric17 unique values
0 missing
D.Dtr09numeric3 unique values
0 missing
ISIZnumeric9 unique values
0 missing
PW2numeric13 unique values
0 missing
D.Dtr10numeric3 unique values
0 missing
IVDEnumeric13 unique values
0 missing
PW3numeric13 unique values
0 missing
DECCnumeric15 unique values
0 missing
IVDMnumeric13 unique values
0 missing
PW4numeric13 unique values
0 missing
DELSnumeric18 unique values
0 missing
JGI1numeric12 unique values
0 missing
PW5numeric13 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
JGI10numeric9 unique values
0 missing
Qindexnumeric7 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI2numeric13 unique values
0 missing
Ramnumeric6 unique values
0 missing
DLS_02numeric2 unique values
0 missing
JGI3numeric11 unique values
0 missing
DLS_03numeric2 unique values
0 missing
JGI4numeric11 unique values
0 missing
DLS_04numeric3 unique values
0 missing
JGI5numeric10 unique values
0 missing
DLS_05numeric2 unique values
0 missing
JGI6numeric9 unique values
0 missing
DLS_06numeric2 unique values
0 missing
JGI8numeric10 unique values
0 missing
DLS_consnumeric4 unique values
0 missing
JGI9numeric7 unique values
0 missing
Dznumeric16 unique values
0 missing
JGTnumeric15 unique values
0 missing
ECCnumeric15 unique values
0 missing
LLS_01numeric3 unique values
0 missing
Eig01_AEA.bo.numeric15 unique values
0 missing
LOCnumeric13 unique values
0 missing
Eig01_AEA.dm.numeric7 unique values
0 missing
LPRSnumeric15 unique values
0 missing
Eig01_AEA.ed.numeric13 unique values
0 missing
MATS1enumeric16 unique values
0 missing
Eig01_AEA.ri.numeric17 unique values
0 missing
MATS1inumeric17 unique values
0 missing
Eig01_EAnumeric15 unique values
0 missing
MATS1mnumeric15 unique values
0 missing
Eig01_EA.bo.numeric15 unique values
0 missing
MATS1pnumeric16 unique values
0 missing
Eig01_EA.dm.numeric3 unique values
0 missing
MATS1snumeric16 unique values
0 missing
Eig01_EA.ed.numeric15 unique values
0 missing
MATS1vnumeric17 unique values
0 missing
Eig01_EA.ri.numeric14 unique values
0 missing
MATS2enumeric16 unique values
0 missing
Eig02_AEA.bo.numeric14 unique values
0 missing
MATS2inumeric17 unique values
0 missing
Eig02_AEA.dm.numeric18 unique values
0 missing
MATS2mnumeric16 unique values
0 missing
Eig02_AEA.ed.numeric15 unique values
0 missing
MATS2pnumeric17 unique values
0 missing
Eig02_AEA.ri.numeric18 unique values
0 missing
MATS2snumeric14 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
30
Number of instances (rows) of the dataset.
NumberOfFeatures
748
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
747
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
PercentageOfNumericFeatures
99.87
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.6
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
0.13
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
-5.48
Minimum skewness among attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.5
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
5.48
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1KurtosisOfNumericAtts
1.13
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.13
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
9905.54
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
0.38
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
7.4
Mean kurtosis among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.91
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
48.33
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.18
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.54
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
3.99
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
24.93
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
1.37
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
0.27
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
28.03
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
0.31
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
-2.15
Minimum kurtosis among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
30
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.89
Minimum of means among attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
10.58
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
14771.07
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-CHEMBL5431
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5431
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5431
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5431
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5431
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5431
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5431
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5431
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5431
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5431
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5431
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5431
0 runs - estimation_procedure: 50 times Clustering
Define a new task