Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3626

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3626

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL3626 (TID: 17128), and it has 29 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)numeric21 unique values
0 missing
molecule_id (row identifier)nominal29 unique values
0 missing
Eig01_EA.bo.numeric20 unique values
0 missing
MATS1inumeric24 unique values
0 missing
MATS1mnumeric20 unique values
0 missing
Eig01_EA.dm.numeric11 unique values
0 missing
MATS1pnumeric20 unique values
0 missing
SaasCnumeric28 unique values
0 missing
Eig01_EA.ed.numeric17 unique values
0 missing
MATS1snumeric16 unique values
0 missing
MATS3mnumeric26 unique values
0 missing
Eig01_EA.ri.numeric22 unique values
0 missing
MATS1vnumeric14 unique values
0 missing
ATSC5snumeric28 unique values
0 missing
Eig02_AEA.bo.numeric12 unique values
0 missing
MATS2enumeric26 unique values
0 missing
SpMax6_Bh.s.numeric18 unique values
0 missing
Eig02_AEA.dm.numeric16 unique values
0 missing
MATS2inumeric23 unique values
0 missing
AACnumeric18 unique values
0 missing
Eig02_AEA.ed.numeric16 unique values
0 missing
MATS2mnumeric20 unique values
0 missing
AECCnumeric21 unique values
0 missing
Eig02_AEA.ri.numeric16 unique values
0 missing
MATS2pnumeric26 unique values
0 missing
ALOGPnumeric28 unique values
0 missing
Eig02_EAnumeric17 unique values
0 missing
MATS2snumeric18 unique values
0 missing
ALOGP2numeric28 unique values
0 missing
Eig02_EA.bo.numeric14 unique values
0 missing
MATS2vnumeric27 unique values
0 missing
AMRnumeric28 unique values
0 missing
Eig02_EA.dm.numeric4 unique values
0 missing
MATS3enumeric24 unique values
0 missing
AMWnumeric26 unique values
0 missing
Eig02_EA.ed.numeric17 unique values
0 missing
MATS3inumeric22 unique values
0 missing
ARRnumeric13 unique values
0 missing
Eig02_EA.ri.numeric18 unique values
0 missing
MATS3pnumeric25 unique values
0 missing
ATS1enumeric26 unique values
0 missing
Eig03_AEA.bo.numeric18 unique values
0 missing
MATS3snumeric20 unique values
0 missing
ATS1inumeric25 unique values
0 missing
Eig03_AEA.dm.numeric13 unique values
0 missing
MATS3vnumeric26 unique values
0 missing
ATS1mnumeric26 unique values
0 missing
Eig03_AEA.ed.numeric14 unique values
0 missing
MATS4enumeric24 unique values
0 missing
ATS1pnumeric27 unique values
0 missing
Eig03_AEA.ri.numeric17 unique values
0 missing
MATS4inumeric22 unique values
0 missing
ATS1snumeric28 unique values
0 missing
Eig03_EAnumeric18 unique values
0 missing
MATS4mnumeric24 unique values
0 missing
ATS1vnumeric27 unique values
0 missing
Eig03_EA.bo.numeric19 unique values
0 missing
MATS4pnumeric22 unique values
0 missing
ATS2enumeric27 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
MATS4snumeric21 unique values
0 missing
ATS2inumeric27 unique values
0 missing
Eig03_EA.ed.numeric19 unique values
0 missing
MATS4vnumeric21 unique values
0 missing
ATS2mnumeric27 unique values
0 missing
Eig03_EA.ri.numeric12 unique values
0 missing
MATS5enumeric27 unique values
0 missing
ATS2pnumeric27 unique values
0 missing
Eig04_AEA.bo.numeric14 unique values
0 missing
MATS5inumeric20 unique values
0 missing
ATS2snumeric26 unique values
0 missing
Eig04_AEA.dm.numeric11 unique values
0 missing
MATS5mnumeric25 unique values
0 missing
ATS2vnumeric25 unique values
0 missing
Eig04_AEA.ed.numeric17 unique values
0 missing
MATS5pnumeric21 unique values
0 missing
ATS3enumeric25 unique values
0 missing
Eig04_AEA.ri.numeric17 unique values
0 missing
MATS5snumeric22 unique values
0 missing
ATS3inumeric24 unique values
0 missing
Eig04_EAnumeric16 unique values
0 missing
MATS5vnumeric24 unique values
0 missing
ATS3mnumeric27 unique values
0 missing
Eig04_EA.bo.numeric17 unique values
0 missing
MATS6enumeric21 unique values
0 missing
ATS3pnumeric26 unique values
0 missing
Eig04_EA.dm.numeric5 unique values
0 missing
MATS6inumeric20 unique values
0 missing
ATS3snumeric27 unique values
0 missing
Eig04_EA.ed.numeric20 unique values
0 missing
MATS6mnumeric27 unique values
0 missing
ATS3vnumeric25 unique values
0 missing
Eig04_EA.ri.numeric19 unique values
0 missing
MATS6pnumeric23 unique values
0 missing
ATS4enumeric25 unique values
0 missing
Eig05_AEA.bo.numeric22 unique values
0 missing
MATS6snumeric25 unique values
0 missing
ATS4inumeric26 unique values
0 missing
Eig05_AEA.dm.numeric13 unique values
0 missing
MATS6vnumeric22 unique values
0 missing
ATS4mnumeric25 unique values
0 missing
Eig05_AEA.ed.numeric20 unique values
0 missing
MATS7enumeric25 unique values
0 missing
ATS4pnumeric26 unique values
0 missing
Eig05_AEA.ri.numeric23 unique values
0 missing
MATS7inumeric17 unique values
0 missing
ATS4snumeric26 unique values
0 missing
Eig05_EAnumeric20 unique values
0 missing
MATS7mnumeric23 unique values
0 missing
ATS4vnumeric26 unique values
0 missing
Eig05_EA.bo.numeric22 unique values
0 missing
MATS7pnumeric20 unique values
0 missing
ATS5enumeric27 unique values
0 missing
Eig05_EA.dm.numeric6 unique values
0 missing
MATS7snumeric22 unique values
0 missing
ATS5inumeric25 unique values
0 missing
Eig05_EA.ed.numeric20 unique values
0 missing
MATS7vnumeric20 unique values
0 missing
ATS5mnumeric24 unique values
0 missing
Eig05_EA.ri.numeric22 unique values
0 missing
MATS8enumeric23 unique values
0 missing
ATS5pnumeric24 unique values
0 missing
Eig06_AEA.bo.numeric8 unique values
0 missing
MATS8inumeric17 unique values
0 missing
ATS5snumeric24 unique values
0 missing
Eig06_AEA.dm.numeric21 unique values
0 missing
MATS8mnumeric24 unique values
0 missing
ATS5vnumeric28 unique values
0 missing
Eig06_AEA.ed.numeric20 unique values
0 missing
MATS8pnumeric17 unique values
0 missing
ATS6enumeric24 unique values
0 missing
Eig06_AEA.ri.numeric9 unique values
0 missing
MATS8snumeric19 unique values
0 missing
ATS6inumeric26 unique values
0 missing
Eig06_EAnumeric7 unique values
0 missing
MATS8vnumeric21 unique values
0 missing
ATS6mnumeric27 unique values
0 missing
Eig06_EA.bo.numeric10 unique values
0 missing
MAXDNnumeric26 unique values
0 missing
ATS6pnumeric26 unique values
0 missing
Eig06_EA.dm.numeric9 unique values
0 missing
MAXDPnumeric27 unique values
0 missing
ATS6snumeric24 unique values
0 missing
Eig06_EA.ed.numeric20 unique values
0 missing
MCDnumeric15 unique values
0 missing
ATS6vnumeric28 unique values
0 missing
Eig06_EA.ri.numeric9 unique values
0 missing
MDDDnumeric23 unique values
0 missing
ATS7enumeric27 unique values
0 missing
Eig07_AEA.bo.numeric21 unique values
0 missing
Menumeric13 unique values
0 missing
ATS7inumeric25 unique values
0 missing
Eig07_AEA.dm.numeric19 unique values
0 missing
Minumeric11 unique values
0 missing
ATS7mnumeric28 unique values
0 missing
Eig07_AEA.ed.numeric12 unique values
0 missing
MLOGPnumeric26 unique values
0 missing
ATS7pnumeric27 unique values
0 missing
Eig07_AEA.ri.numeric12 unique values
0 missing
MLOGP2numeric26 unique values
0 missing
ATS7snumeric28 unique values
0 missing
Eig07_EAnumeric14 unique values
0 missing
Mpnumeric18 unique values
0 missing
ATS7vnumeric26 unique values
0 missing
Eig07_EA.bo.numeric21 unique values
0 missing
MPC01numeric11 unique values
0 missing
ATS8enumeric28 unique values
0 missing
Eig07_EA.dm.numeric9 unique values
0 missing
MPC02numeric15 unique values
0 missing
ATS8inumeric26 unique values
0 missing
Eig07_EA.ed.numeric16 unique values
0 missing
MPC03numeric16 unique values
0 missing
ATS8mnumeric28 unique values
0 missing
Eig07_EA.ri.numeric11 unique values
0 missing
MPC04numeric18 unique values
0 missing
ATS8pnumeric27 unique values
0 missing
Eig08_AEA.bo.numeric18 unique values
0 missing
MPC05numeric18 unique values
0 missing
ATS8snumeric27 unique values
0 missing
Eig08_AEA.dm.numeric22 unique values
0 missing
MPC06numeric22 unique values
0 missing
ATS8vnumeric27 unique values
0 missing
Eig08_AEA.ed.numeric12 unique values
0 missing
MPC07numeric21 unique values
0 missing
ATSC1enumeric24 unique values
0 missing
Eig08_AEA.ri.numeric15 unique values
0 missing
MPC08numeric22 unique values
0 missing
ATSC1inumeric27 unique values
0 missing
Eig08_EAnumeric10 unique values
0 missing
MPC09numeric21 unique values
0 missing
ATSC1mnumeric28 unique values
0 missing
Eig08_EA.bo.numeric21 unique values
0 missing
MPC10numeric21 unique values
0 missing
ATSC1pnumeric28 unique values
0 missing
Eig08_EA.dm.numeric8 unique values
0 missing
MSDnumeric23 unique values
0 missing
ATSC1snumeric28 unique values
0 missing
Eig08_EA.ed.numeric11 unique values
0 missing
Mvnumeric19 unique values
0 missing
ATSC1vnumeric28 unique values
0 missing
Eig08_EA.ri.numeric15 unique values
0 missing
MWnumeric27 unique values
0 missing
ATSC2enumeric27 unique values
0 missing
Eig09_AEA.bo.numeric19 unique values
0 missing
MWC01numeric11 unique values
0 missing
ATSC2inumeric28 unique values
0 missing
Eig09_AEA.dm.numeric17 unique values
0 missing
MWC02numeric15 unique values
0 missing
ATSC2mnumeric28 unique values
0 missing
Eig09_AEA.ed.numeric18 unique values
0 missing
MWC03numeric19 unique values
0 missing
ATSC2pnumeric28 unique values
0 missing
Eig09_AEA.ri.numeric20 unique values
0 missing
MWC04numeric21 unique values
0 missing
ATSC2snumeric28 unique values
0 missing
Eig09_EAnumeric16 unique values
0 missing
MWC05numeric22 unique values
0 missing
ATSC2vnumeric28 unique values
0 missing
Eig09_EA.bo.numeric20 unique values
0 missing
MWC06numeric20 unique values
0 missing
ATSC3enumeric25 unique values
0 missing
Eig09_EA.dm.numeric8 unique values
0 missing
MWC07numeric21 unique values
0 missing
ATSC3inumeric28 unique values
0 missing
Eig09_EA.ed.numeric19 unique values
0 missing
MWC08numeric20 unique values
0 missing
ATSC3mnumeric28 unique values
0 missing
Eig09_EA.ri.numeric19 unique values
0 missing
MWC09numeric20 unique values
0 missing
ATSC3pnumeric28 unique values
0 missing
Eig10_AEA.bo.numeric19 unique values
0 missing
MWC10numeric22 unique values
0 missing
ATSC3snumeric28 unique values
0 missing
Eig10_AEA.dm.numeric22 unique values
0 missing
N.numeric11 unique values
0 missing
ATSC3vnumeric28 unique values
0 missing
Eig10_AEA.ed.numeric18 unique values
0 missing
N.071numeric2 unique values
0 missing
ATSC4enumeric28 unique values
0 missing
Eig10_AEA.ri.numeric20 unique values
0 missing
N.072numeric2 unique values
0 missing
ATSC4inumeric28 unique values
0 missing
Eig10_EAnumeric19 unique values
0 missing
N.073numeric3 unique values
0 missing
ATSC4mnumeric28 unique values
0 missing
Eig10_EA.bo.numeric21 unique values
0 missing
N.075numeric2 unique values
0 missing
ATSC4pnumeric28 unique values
0 missing
Eig10_EA.dm.numeric9 unique values
0 missing
N.076numeric2 unique values
0 missing
ATSC4snumeric28 unique values
0 missing
Eig10_EA.ed.numeric22 unique values
0 missing
NaaaCnumeric3 unique values
0 missing
ATSC4vnumeric28 unique values
0 missing
Eig10_EA.ri.numeric16 unique values
0 missing
NaaCHnumeric6 unique values
0 missing
ATSC5enumeric28 unique values
0 missing
Eig11_AEA.bo.numeric21 unique values
0 missing
NaaNnumeric2 unique values
0 missing
ATSC5inumeric28 unique values
0 missing
Eig11_AEA.dm.numeric24 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
ATSC5mnumeric28 unique values
0 missing
Eig11_AEA.ed.numeric23 unique values
0 missing
NaasCnumeric5 unique values
0 missing
ATSC5pnumeric27 unique values
0 missing
Eig11_AEA.ri.numeric19 unique values
0 missing
NaasNnumeric2 unique values
0 missing
ATSC5vnumeric28 unique values
0 missing
Eig11_EAnumeric17 unique values
0 missing
nABnumeric6 unique values
0 missing
ATSC6enumeric26 unique values
0 missing
Eig11_EA.bo.numeric20 unique values
0 missing
nArCOnumeric2 unique values
0 missing
ATSC6inumeric28 unique values
0 missing
Eig11_EA.dm.numeric4 unique values
0 missing
nArNHOnumeric2 unique values
0 missing
ATSC6mnumeric28 unique values
0 missing
Eig11_EA.ed.numeric22 unique values
0 missing
nArNO2numeric2 unique values
0 missing
ATSC6pnumeric28 unique values
0 missing
Eig11_EA.ri.numeric20 unique values
0 missing
nArNR2numeric2 unique values
0 missing
ATSC6snumeric28 unique values
0 missing
Eig12_AEA.bo.numeric19 unique values
0 missing
nArORnumeric3 unique values
0 missing
ATSC6vnumeric28 unique values
0 missing
Eig12_AEA.dm.numeric20 unique values
0 missing
nArXnumeric2 unique values
0 missing
ATSC7enumeric25 unique values
0 missing
Eig12_AEA.ed.numeric21 unique values
0 missing
nATnumeric13 unique values
0 missing
ATSC7inumeric28 unique values
0 missing
Eig12_AEA.ri.numeric21 unique values
0 missing
nBMnumeric9 unique values
0 missing
ATSC7mnumeric28 unique values
0 missing
Eig12_EAnumeric21 unique values
0 missing
nBnznumeric3 unique values
0 missing
ATSC7pnumeric28 unique values
0 missing
Eig12_EA.bo.numeric17 unique values
0 missing
nBOnumeric11 unique values
0 missing
ATSC7snumeric28 unique values
0 missing
Eig12_EA.ed.numeric21 unique values
0 missing
nBRnumeric2 unique values
0 missing
ATSC7vnumeric28 unique values
0 missing
Eig12_EA.ri.numeric22 unique values
0 missing
nBTnumeric13 unique values
0 missing
ATSC8enumeric28 unique values
0 missing
Eig13_AEA.bo.numeric21 unique values
0 missing
nCnumeric10 unique values
0 missing
ATSC8inumeric27 unique values
0 missing
Eig13_AEA.dm.numeric17 unique values
0 missing
nCarnumeric6 unique values
0 missing
ATSC8mnumeric28 unique values
0 missing
Eig13_AEA.ed.numeric23 unique values
0 missing
nCb.numeric5 unique values
0 missing
ATSC8pnumeric28 unique values
0 missing
Eig13_AEA.ri.numeric23 unique values
0 missing
nCbHnumeric5 unique values
0 missing
ATSC8snumeric28 unique values
0 missing
Eig13_EAnumeric21 unique values
0 missing
nCconjnumeric3 unique values
0 missing
ATSC8vnumeric28 unique values
0 missing
Eig13_EA.bo.numeric23 unique values
0 missing
nCICnumeric5 unique values
0 missing
BACnumeric12 unique values
0 missing
Eig13_EA.ed.numeric21 unique values
0 missing
nCIRnumeric5 unique values
0 missing
BBInumeric15 unique values
0 missing
Eig13_EA.ri.numeric24 unique values
0 missing
nCLnumeric2 unique values
0 missing
BIC0numeric18 unique values
0 missing
Eig14_AEA.bo.numeric23 unique values
0 missing
nCpnumeric4 unique values
0 missing
BIC1numeric26 unique values
0 missing
Eig14_AEA.dm.numeric12 unique values
0 missing
nCqnumeric2 unique values
0 missing
BIC2numeric21 unique values
0 missing
Eig14_AEA.ed.numeric22 unique values
0 missing
nCrsnumeric3 unique values
0 missing
BIC3numeric18 unique values
0 missing
Eig14_AEA.ri.numeric24 unique values
0 missing
nCrtnumeric2 unique values
0 missing
BIC4numeric16 unique values
0 missing
Eig14_EAnumeric22 unique values
0 missing
nCsnumeric4 unique values
0 missing
BIC5numeric14 unique values
0 missing
Eig14_EA.bo.numeric22 unique values
0 missing
nCsp2numeric7 unique values
0 missing
BIDnumeric9 unique values
0 missing
Eig14_EA.ed.numeric22 unique values
0 missing
nCsp3numeric6 unique values
0 missing
BLInumeric26 unique values
0 missing
Eig14_EA.ri.numeric24 unique values
0 missing
nCtnumeric2 unique values
0 missing
BLTA96numeric23 unique values
0 missing
Eig15_AEA.bo.numeric24 unique values
0 missing
nDBnumeric4 unique values
0 missing
BLTD48numeric22 unique values
0 missing
Eig15_AEA.dm.numeric4 unique values
0 missing
NddsNnumeric2 unique values
0 missing
BLTF96numeric22 unique values
0 missing
Eig15_AEA.ed.numeric23 unique values
0 missing
NdOnumeric3 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig15_AEA.ri.numeric21 unique values
0 missing
NdsCHnumeric2 unique values
0 missing
Br.095numeric2 unique values
0 missing
Eig15_EAnumeric19 unique values
0 missing
NdssCnumeric3 unique values
0 missing
C.numeric21 unique values
0 missing
Eig15_EA.bo.numeric23 unique values
0 missing
nHnumeric10 unique values
0 missing
C.001numeric4 unique values
0 missing
Eig15_EA.ed.numeric21 unique values
0 missing
nHAccnumeric4 unique values
0 missing
C.002numeric4 unique values
0 missing
Eig15_EA.ri.numeric19 unique values
0 missing
nHDonnumeric3 unique values
0 missing
C.003numeric2 unique values
0 missing
Eta_alphanumeric21 unique values
0 missing
nHetnumeric4 unique values
0 missing
C.004numeric2 unique values
0 missing
Eta_alpha_Anumeric16 unique values
0 missing
nHMnumeric2 unique values
0 missing
C.005numeric3 unique values
0 missing
Eta_Bnumeric18 unique values
0 missing
nNnumeric3 unique values
0 missing
C.006numeric3 unique values
0 missing
Eta_B_Anumeric7 unique values
0 missing
NNRSnumeric3 unique values
0 missing
C.008numeric2 unique values
0 missing
Eta_betanumeric22 unique values
0 missing
nOnumeric4 unique values
0 missing
C.017numeric2 unique values
0 missing
Eta_beta_Anumeric23 unique values
0 missing
nOHsnumeric2 unique values
0 missing
C.018numeric2 unique values
0 missing
Eta_betaPnumeric10 unique values
0 missing
nOxiranesnumeric2 unique values
0 missing
C.024numeric6 unique values
0 missing
Eta_betaP_Anumeric21 unique values
0 missing
nPyridinesnumeric2 unique values
0 missing
C.025numeric5 unique values
0 missing
Eta_betaSnumeric18 unique values
0 missing
nPyrrolesnumeric3 unique values
0 missing
C.026numeric3 unique values
0 missing
Eta_betaS_Anumeric17 unique values
0 missing
nR03numeric2 unique values
0 missing
C.027numeric2 unique values
0 missing
Eta_Cnumeric28 unique values
0 missing
nR05numeric3 unique values
0 missing
C.028numeric2 unique values
0 missing
Eta_C_Anumeric27 unique values
0 missing
nR06numeric4 unique values
0 missing
C.033numeric2 unique values
0 missing
Eta_epsinumeric27 unique values
0 missing
nR09numeric3 unique values
0 missing
C.034numeric4 unique values
0 missing
Eta_epsi_Anumeric21 unique values
0 missing
nR10numeric2 unique values
0 missing
C.035numeric2 unique values
0 missing
Eta_Fnumeric28 unique values
0 missing
nRCOnumeric3 unique values
0 missing
C.038numeric3 unique values
0 missing
Eta_F_Anumeric26 unique values
0 missing
nRCOOHnumeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
Eta_FLnumeric28 unique values
0 missing
nRCOORnumeric2 unique values
0 missing
C.040numeric2 unique values
0 missing
Eta_FL_Anumeric22 unique values
0 missing
nR.Ctnumeric2 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
Eta_Lnumeric28 unique values
0 missing
nRNHOnumeric2 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eta_L_Anumeric18 unique values
0 missing
nROHnumeric2 unique values
0 missing
CATS2D_01_DDnumeric2 unique values
0 missing
Eta_sh_pnumeric23 unique values
0 missing
nRORnumeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_sh_xnumeric2 unique values
0 missing
NRSnumeric3 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
Eta_sh_ynumeric23 unique values
0 missing
NsBrnumeric2 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
GATS1enumeric24 unique values
0 missing
NsCH3numeric4 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GATS1inumeric24 unique values
0 missing
NsClnumeric2 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
GATS1mnumeric27 unique values
0 missing
nSKnumeric9 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
GATS1pnumeric25 unique values
0 missing
NsOHnumeric2 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GATS1snumeric22 unique values
0 missing
NssCH2numeric4 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
GATS1vnumeric23 unique values
0 missing
NssNHnumeric2 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
GATS2enumeric25 unique values
0 missing
NssOnumeric3 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
GATS2inumeric23 unique values
0 missing
NsssCHnumeric2 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS2mnumeric27 unique values
0 missing
NsssNnumeric2 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
GATS2pnumeric27 unique values
0 missing
NssssCnumeric2 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS2snumeric23 unique values
0 missing
nXnumeric2 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
GATS2vnumeric23 unique values
0 missing
O.numeric21 unique values
0 missing
CATS2D_03_LLnumeric8 unique values
0 missing
GATS3enumeric26 unique values
0 missing
O.056numeric2 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
GATS3inumeric20 unique values
0 missing
O.057numeric2 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS3mnumeric24 unique values
0 missing
O.058numeric2 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
GATS3pnumeric25 unique values
0 missing
O.059numeric2 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS3snumeric28 unique values
0 missing
O.060numeric3 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
GATS3vnumeric25 unique values
0 missing
O.061numeric2 unique values
0 missing
CATS2D_04_LLnumeric10 unique values
0 missing
GATS4enumeric26 unique values
0 missing
ON0numeric14 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
GATS4inumeric26 unique values
0 missing
ON0Vnumeric27 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
GATS4mnumeric25 unique values
0 missing
ON1numeric18 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
GATS4pnumeric24 unique values
0 missing
ON1Vnumeric26 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
GATS4snumeric25 unique values
0 missing
PCDnumeric22 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS4vnumeric24 unique values
0 missing
PCRnumeric19 unique values
0 missing
CATS2D_05_DLnumeric7 unique values
0 missing
GATS5enumeric24 unique values
0 missing
PDInumeric24 unique values
0 missing
CATS2D_05_LLnumeric10 unique values
0 missing
GATS5inumeric24 unique values
0 missing
PHInumeric27 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
GATS5mnumeric25 unique values
0 missing
piIDnumeric24 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
GATS5pnumeric24 unique values
0 missing
piPC01numeric14 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
GATS5snumeric24 unique values
0 missing
piPC02numeric18 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GATS5vnumeric23 unique values
0 missing
piPC03numeric22 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS6enumeric26 unique values
0 missing
piPC04numeric23 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
GATS6inumeric21 unique values
0 missing
piPC05numeric23 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
GATS6mnumeric25 unique values
0 missing
piPC06numeric24 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GATS6pnumeric23 unique values
0 missing
piPC07numeric24 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
GATS6snumeric26 unique values
0 missing
piPC08numeric24 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
GATS6vnumeric24 unique values
0 missing
piPC09numeric24 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
GATS7enumeric27 unique values
0 missing
piPC10numeric24 unique values
0 missing
CATS2D_07_DLnumeric7 unique values
0 missing
GATS7inumeric20 unique values
0 missing
PJI2numeric3 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
GATS7mnumeric26 unique values
0 missing
Polnumeric15 unique values
0 missing
CATS2D_07_LLnumeric8 unique values
0 missing
GATS7pnumeric20 unique values
0 missing
Psi_e_0numeric28 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
GATS7snumeric26 unique values
0 missing
Psi_e_1numeric28 unique values
0 missing
CATS2D_08_ALnumeric10 unique values
0 missing
GATS7vnumeric25 unique values
0 missing
Psi_e_Anumeric28 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
GATS8enumeric27 unique values
0 missing
Psi_i_0numeric28 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
GATS8inumeric23 unique values
0 missing
Psi_i_1numeric28 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GATS8mnumeric27 unique values
0 missing
Psi_i_Anumeric28 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
GATS8pnumeric22 unique values
0 missing
Psi_i_snumeric27 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
GATS8snumeric28 unique values
0 missing
P_VSA_e_1numeric10 unique values
0 missing
CATS2D_08_LLnumeric9 unique values
0 missing
GATS8vnumeric20 unique values
0 missing
P_VSA_e_2numeric28 unique values
0 missing
CATS2D_09_AAnumeric5 unique values
0 missing
GGI1numeric7 unique values
0 missing
P_VSA_e_3numeric14 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
GGI10numeric22 unique values
0 missing
P_VSA_e_4numeric2 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
GGI2numeric9 unique values
0 missing
P_VSA_e_5numeric12 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
GGI3numeric19 unique values
0 missing
P_VSA_i_2numeric28 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
GGI4numeric20 unique values
0 missing
P_VSA_i_3numeric27 unique values
0 missing
CATS2D_09_DLnumeric8 unique values
0 missing
GGI5numeric21 unique values
0 missing
P_VSA_i_4numeric11 unique values
0 missing
CATS2D_09_LLnumeric8 unique values
0 missing
GGI6numeric20 unique values
0 missing
P_VSA_LogP_1numeric9 unique values
0 missing
CENTnumeric23 unique values
0 missing
GGI7numeric21 unique values
0 missing
P_VSA_LogP_2numeric11 unique values
0 missing
Chi0_AEA.bo.numeric20 unique values
0 missing
GGI8numeric21 unique values
0 missing
P_VSA_LogP_3numeric11 unique values
0 missing
Chi0_AEA.dm.numeric20 unique values
0 missing
GGI9numeric19 unique values
0 missing
P_VSA_LogP_4numeric10 unique values
0 missing
Chi0_AEA.ed.numeric20 unique values
0 missing
GMTInumeric23 unique values
0 missing
P_VSA_LogP_5numeric18 unique values
0 missing
Chi0_AEA.ri.numeric20 unique values
0 missing
GMTIVnumeric28 unique values
0 missing
P_VSA_LogP_6numeric6 unique values
0 missing
Chi0_EAnumeric20 unique values
0 missing
GNarnumeric13 unique values
0 missing
P_VSA_LogP_7numeric10 unique values
0 missing
Chi0_EA.bo.numeric23 unique values
0 missing
H.numeric16 unique values
0 missing
P_VSA_LogP_8numeric4 unique values
0 missing
Chi0_EA.dm.numeric27 unique values
0 missing
H.046numeric6 unique values
0 missing
P_VSA_m_1numeric10 unique values
0 missing
Chi0_EA.ed.numeric22 unique values
0 missing
H.047numeric9 unique values
0 missing
P_VSA_m_2numeric28 unique values
0 missing
Chi0_EA.ri.numeric27 unique values
0 missing
H.048numeric2 unique values
0 missing
P_VSA_m_3numeric12 unique values
0 missing
Chi1_AEA.bo.numeric21 unique values
0 missing
H.049numeric2 unique values
0 missing
P_VSA_m_4numeric2 unique values
0 missing
Chi1_AEA.dm.numeric21 unique values
0 missing
H.050numeric3 unique values
0 missing
P_VSA_m_5numeric2 unique values
0 missing
Chi1_AEA.ed.numeric21 unique values
0 missing
H.051numeric4 unique values
0 missing
P_VSA_MR_1numeric11 unique values
0 missing
Chi1_AEA.ri.numeric21 unique values
0 missing
H.052numeric5 unique values
0 missing
P_VSA_MR_2numeric15 unique values
0 missing
Chi1_EAnumeric21 unique values
0 missing
H.053numeric2 unique values
0 missing
P_VSA_MR_3numeric6 unique values
0 missing
Chi1_EA.bo.numeric24 unique values
0 missing
HDcpxnumeric14 unique values
0 missing
P_VSA_MR_5numeric23 unique values
0 missing
Chi1_EA.dm.numeric26 unique values
0 missing
HNarnumeric15 unique values
0 missing
P_VSA_MR_6numeric23 unique values
0 missing
Chi1_EA.ed.numeric22 unique values
0 missing
HVcpxnumeric20 unique values
0 missing
P_VSA_MR_7numeric4 unique values
0 missing
Chi1_EA.ri.numeric27 unique values
0 missing
Hynumeric22 unique values
0 missing
P_VSA_MR_8numeric2 unique values
0 missing
CIC0numeric27 unique values
0 missing
IACnumeric27 unique values
0 missing
P_VSA_p_1numeric10 unique values
0 missing
CIC1numeric27 unique values
0 missing
IC0numeric18 unique values
0 missing
P_VSA_p_2numeric19 unique values
0 missing
CIC2numeric27 unique values
0 missing
IC1numeric26 unique values
0 missing
P_VSA_p_3numeric28 unique values
0 missing
CIC3numeric26 unique values
0 missing
IC2numeric27 unique values
0 missing
P_VSA_s_2numeric10 unique values
0 missing
CIC4numeric24 unique values
0 missing
IC3numeric27 unique values
0 missing
P_VSA_s_3numeric25 unique values
0 missing
CIC5numeric23 unique values
0 missing
IC4numeric23 unique values
0 missing
P_VSA_s_4numeric19 unique values
0 missing
CIDnumeric16 unique values
0 missing
IC5numeric23 unique values
0 missing
P_VSA_s_5numeric5 unique values
0 missing
Cl.089numeric2 unique values
0 missing
ICRnumeric20 unique values
0 missing
P_VSA_s_6numeric14 unique values
0 missing
cRo5numeric2 unique values
0 missing
IDDEnumeric19 unique values
0 missing
P_VSA_v_1numeric10 unique values
0 missing
CSInumeric22 unique values
0 missing
IDDMnumeric17 unique values
0 missing
P_VSA_v_2numeric19 unique values
0 missing
DBInumeric13 unique values
0 missing
IDEnumeric19 unique values
0 missing
P_VSA_v_3numeric28 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
IDETnumeric23 unique values
0 missing
PW2numeric14 unique values
0 missing
D.Dtr05numeric15 unique values
0 missing
IDMnumeric19 unique values
0 missing
D.Dtr06numeric23 unique values
0 missing
IDMTnumeric23 unique values
0 missing
D.Dtr09numeric15 unique values
0 missing
ISIZnumeric13 unique values
0 missing
D.Dtr10numeric4 unique values
0 missing
IVDEnumeric15 unique values
0 missing
D.Dtr12numeric23 unique values
0 missing
IVDMnumeric15 unique values
0 missing
DECCnumeric21 unique values
0 missing
JGI1numeric15 unique values
0 missing
DELSnumeric28 unique values
0 missing
JGI10numeric3 unique values
0 missing
DLS_01numeric2 unique values
0 missing
JGI2numeric13 unique values
0 missing
DLS_02numeric2 unique values
0 missing
JGI3numeric12 unique values
0 missing
DLS_03numeric2 unique values
0 missing
JGI4numeric8 unique values
0 missing
DLS_04numeric2 unique values
0 missing
JGI5numeric5 unique values
0 missing
DLS_06numeric4 unique values
0 missing
JGI6numeric4 unique values
0 missing
DLS_07numeric3 unique values
0 missing
JGI7numeric3 unique values
0 missing
DLS_consnumeric6 unique values
0 missing
JGI8numeric4 unique values
0 missing
Dznumeric20 unique values
0 missing
JGI9numeric4 unique values
0 missing
ECCnumeric20 unique values
0 missing
JGTnumeric16 unique values
0 missing
Eig01_AEA.bo.numeric20 unique values
0 missing
LLS_01numeric2 unique values
0 missing
Eig01_AEA.dm.numeric13 unique values
0 missing
LLS_02numeric3 unique values
0 missing
Eig01_AEA.ed.numeric11 unique values
0 missing
LOCnumeric17 unique values
0 missing
Eig01_AEA.ri.numeric21 unique values
0 missing
LPRSnumeric23 unique values
0 missing
Eig01_EAnumeric17 unique values
0 missing
MATS1enumeric24 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
29
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.
MeanKurtosisOfNumericAtts
3.69
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
272.19
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.06
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.07
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.13
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
1.85
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
25.79
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.93
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.05
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
47.44
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
0.9
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.1
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.19
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
29
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.72
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
76056.38
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
3.94
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
99.87
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
7.07
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.39
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.13
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
5.39
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
1.46
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
13190.48
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.35
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.9
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.71
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3626
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3626
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3626
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3626
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3626
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3626
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3626
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3626
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3626
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3626
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3626
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3626
0 runs - estimation_procedure: 50 times Clustering
Define a new task