Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2046259

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2046259

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: CHEMBL2046259 (TID: 104560), and it has 35 rows and 694 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.

696 features

pXC50 (target)numeric29 unique values
0 missing
molecule_id (row identifier)nominal35 unique values
0 missing
Eig01_AEA.dm.numeric16 unique values
0 missing
JGI7numeric5 unique values
0 missing
AACnumeric16 unique values
0 missing
Eig01_AEA.ed.numeric24 unique values
0 missing
JGI8numeric6 unique values
0 missing
AECCnumeric21 unique values
0 missing
Eig01_AEA.ri.numeric31 unique values
0 missing
JGI9numeric6 unique values
0 missing
ALOGPnumeric21 unique values
0 missing
Eig01_EAnumeric23 unique values
0 missing
JGTnumeric22 unique values
0 missing
ALOGP2numeric21 unique values
0 missing
Eig01_EA.bo.numeric24 unique values
0 missing
LLS_01numeric4 unique values
0 missing
AMRnumeric22 unique values
0 missing
Eig01_EA.dm.numeric5 unique values
0 missing
LOCnumeric15 unique values
0 missing
AMWnumeric17 unique values
0 missing
Eig01_EA.ed.numeric24 unique values
0 missing
LPRSnumeric25 unique values
0 missing
ARRnumeric13 unique values
0 missing
Eig01_EA.ri.numeric29 unique values
0 missing
MATS1enumeric16 unique values
0 missing
ATS1enumeric18 unique values
0 missing
Eig02_AEA.bo.numeric25 unique values
0 missing
MATS1inumeric18 unique values
0 missing
ATS1inumeric18 unique values
0 missing
Eig02_AEA.dm.numeric17 unique values
0 missing
MATS1mnumeric17 unique values
0 missing
ATS1mnumeric18 unique values
0 missing
Eig02_AEA.ed.numeric25 unique values
0 missing
MATS1pnumeric16 unique values
0 missing
ATS1pnumeric18 unique values
0 missing
Eig02_AEA.ri.numeric31 unique values
0 missing
MATS1snumeric18 unique values
0 missing
ATS1snumeric23 unique values
0 missing
Eig02_EAnumeric25 unique values
0 missing
MATS1vnumeric18 unique values
0 missing
ATS1vnumeric18 unique values
0 missing
Eig02_EA.bo.numeric24 unique values
0 missing
MATS2enumeric21 unique values
0 missing
ATS2enumeric21 unique values
0 missing
Eig02_EA.dm.numeric5 unique values
0 missing
MATS2inumeric22 unique values
0 missing
ATS2inumeric21 unique values
0 missing
Eig02_EA.ed.numeric25 unique values
0 missing
MATS2mnumeric21 unique values
0 missing
ATS2mnumeric22 unique values
0 missing
Eig02_EA.ri.numeric29 unique values
0 missing
MATS2pnumeric22 unique values
0 missing
ATS2pnumeric22 unique values
0 missing
Eig03_AEA.bo.numeric24 unique values
0 missing
MATS2snumeric29 unique values
0 missing
ATS2snumeric29 unique values
0 missing
Eig03_AEA.dm.numeric31 unique values
0 missing
MATS2vnumeric22 unique values
0 missing
ATS2vnumeric21 unique values
0 missing
Eig03_AEA.ed.numeric25 unique values
0 missing
MATS3enumeric31 unique values
0 missing
ATS3enumeric27 unique values
0 missing
Eig03_AEA.ri.numeric33 unique values
0 missing
MATS3inumeric27 unique values
0 missing
ATS3inumeric24 unique values
0 missing
Eig03_EAnumeric25 unique values
0 missing
MATS3mnumeric30 unique values
0 missing
ATS3mnumeric31 unique values
0 missing
Eig03_EA.bo.numeric25 unique values
0 missing
MATS3pnumeric29 unique values
0 missing
ATS3pnumeric29 unique values
0 missing
Eig03_EA.dm.numeric8 unique values
0 missing
MATS3snumeric31 unique values
0 missing
ATS3snumeric29 unique values
0 missing
Eig03_EA.ed.numeric25 unique values
0 missing
MATS3vnumeric29 unique values
0 missing
ATS3vnumeric30 unique values
0 missing
Eig03_EA.ri.numeric32 unique values
0 missing
MATS4enumeric30 unique values
0 missing
ATS4enumeric32 unique values
0 missing
Eig04_AEA.bo.numeric25 unique values
0 missing
MATS4inumeric31 unique values
0 missing
ATS4inumeric33 unique values
0 missing
Eig04_AEA.dm.numeric32 unique values
0 missing
MATS4mnumeric32 unique values
0 missing
ATS4mnumeric33 unique values
0 missing
Eig04_AEA.ed.numeric25 unique values
0 missing
MATS4pnumeric32 unique values
0 missing
ATS4pnumeric31 unique values
0 missing
Eig04_AEA.ri.numeric33 unique values
0 missing
MATS4snumeric32 unique values
0 missing
ATS4snumeric32 unique values
0 missing
Eig04_EAnumeric23 unique values
0 missing
MATS4vnumeric31 unique values
0 missing
ATS4vnumeric33 unique values
0 missing
Eig04_EA.bo.numeric24 unique values
0 missing
MATS5enumeric33 unique values
0 missing
ATS5enumeric32 unique values
0 missing
Eig04_EA.dm.numeric6 unique values
0 missing
MATS5inumeric31 unique values
0 missing
ATS5inumeric33 unique values
0 missing
Eig04_EA.ed.numeric25 unique values
0 missing
MATS5mnumeric32 unique values
0 missing
ATS5mnumeric33 unique values
0 missing
Eig04_EA.ri.numeric32 unique values
0 missing
MATS5pnumeric31 unique values
0 missing
ATS5pnumeric33 unique values
0 missing
Eig05_AEA.bo.numeric25 unique values
0 missing
MATS5snumeric33 unique values
0 missing
ATS5snumeric33 unique values
0 missing
Eig05_AEA.dm.numeric32 unique values
0 missing
MATS5vnumeric32 unique values
0 missing
ATS5vnumeric33 unique values
0 missing
Eig05_AEA.ed.numeric25 unique values
0 missing
MATS6enumeric33 unique values
0 missing
ATS6enumeric33 unique values
0 missing
Eig05_AEA.ri.numeric32 unique values
0 missing
MATS6inumeric33 unique values
0 missing
ATS6inumeric32 unique values
0 missing
Eig05_EAnumeric25 unique values
0 missing
MATS6mnumeric31 unique values
0 missing
ATS6mnumeric32 unique values
0 missing
Eig05_EA.bo.numeric24 unique values
0 missing
MATS6pnumeric30 unique values
0 missing
ATS6pnumeric32 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
MATS6snumeric33 unique values
0 missing
ATS6snumeric33 unique values
0 missing
Eig05_EA.ed.numeric25 unique values
0 missing
MATS6vnumeric33 unique values
0 missing
ATS6vnumeric32 unique values
0 missing
Eig05_EA.ri.numeric33 unique values
0 missing
MATS7enumeric32 unique values
0 missing
ATS7enumeric31 unique values
0 missing
Eig06_AEA.bo.numeric21 unique values
0 missing
MATS7inumeric33 unique values
0 missing
ATS7inumeric30 unique values
0 missing
Eig06_AEA.dm.numeric24 unique values
0 missing
MATS7mnumeric33 unique values
0 missing
ATS7mnumeric31 unique values
0 missing
Eig06_AEA.ed.numeric24 unique values
0 missing
MATS7pnumeric33 unique values
0 missing
ATS7pnumeric31 unique values
0 missing
Eig06_AEA.ri.numeric33 unique values
0 missing
MATS7snumeric33 unique values
0 missing
ATS7snumeric31 unique values
0 missing
Eig06_EAnumeric25 unique values
0 missing
MATS7vnumeric31 unique values
0 missing
ATS7vnumeric31 unique values
0 missing
Eig06_EA.bo.numeric23 unique values
0 missing
MATS8enumeric25 unique values
0 missing
ATS8enumeric21 unique values
0 missing
Eig06_EA.ed.numeric25 unique values
0 missing
MATS8inumeric25 unique values
0 missing
ATS8inumeric21 unique values
0 missing
Eig06_EA.ri.numeric32 unique values
0 missing
MATS8mnumeric25 unique values
0 missing
ATS8mnumeric21 unique values
0 missing
Eig07_AEA.bo.numeric20 unique values
0 missing
MATS8pnumeric23 unique values
0 missing
ATS8pnumeric21 unique values
0 missing
Eig07_AEA.dm.numeric32 unique values
0 missing
MATS8snumeric28 unique values
0 missing
ATS8snumeric21 unique values
0 missing
Eig07_AEA.ed.numeric24 unique values
0 missing
MATS8vnumeric25 unique values
0 missing
ATS8vnumeric21 unique values
0 missing
Eig07_AEA.ri.numeric30 unique values
0 missing
MAXDNnumeric29 unique values
0 missing
ATSC1enumeric17 unique values
0 missing
Eig07_EAnumeric24 unique values
0 missing
MAXDPnumeric30 unique values
0 missing
ATSC1inumeric17 unique values
0 missing
Eig07_EA.bo.numeric22 unique values
0 missing
MCDnumeric13 unique values
0 missing
ATSC1mnumeric18 unique values
0 missing
Eig07_EA.ed.numeric25 unique values
0 missing
MDDDnumeric24 unique values
0 missing
ATSC1pnumeric18 unique values
0 missing
Eig07_EA.ri.numeric30 unique values
0 missing
Menumeric15 unique values
0 missing
ATSC1snumeric25 unique values
0 missing
Eig08_AEA.bo.numeric22 unique values
0 missing
Minumeric14 unique values
0 missing
ATSC1vnumeric18 unique values
0 missing
Eig08_AEA.dm.numeric32 unique values
0 missing
MLOGPnumeric19 unique values
0 missing
ATSC2enumeric21 unique values
0 missing
Eig08_AEA.ed.numeric18 unique values
0 missing
MLOGP2numeric19 unique values
0 missing
ATSC2inumeric20 unique values
0 missing
Eig08_AEA.ri.numeric30 unique values
0 missing
Mpnumeric13 unique values
0 missing
ATSC2mnumeric22 unique values
0 missing
Eig08_EAnumeric22 unique values
0 missing
MPC01numeric11 unique values
0 missing
ATSC2pnumeric22 unique values
0 missing
Eig08_EA.bo.numeric23 unique values
0 missing
MPC02numeric14 unique values
0 missing
ATSC2snumeric31 unique values
0 missing
Eig08_EA.ed.numeric20 unique values
0 missing
MPC03numeric15 unique values
0 missing
ATSC2vnumeric22 unique values
0 missing
Eig08_EA.ri.numeric30 unique values
0 missing
MPC04numeric16 unique values
0 missing
ATSC3enumeric30 unique values
0 missing
Eig09_AEA.bo.numeric24 unique values
0 missing
MPC05numeric17 unique values
0 missing
ATSC3inumeric29 unique values
0 missing
Eig09_AEA.dm.numeric26 unique values
0 missing
MPC06numeric21 unique values
0 missing
ATSC3mnumeric31 unique values
0 missing
Eig09_AEA.ed.numeric20 unique values
0 missing
MPC07numeric22 unique values
0 missing
ATSC3pnumeric31 unique values
0 missing
Eig09_AEA.ri.numeric31 unique values
0 missing
MPC08numeric23 unique values
0 missing
ATSC3snumeric33 unique values
0 missing
Eig09_EAnumeric22 unique values
0 missing
MPC09numeric22 unique values
0 missing
ATSC3vnumeric29 unique values
0 missing
Eig09_EA.bo.numeric25 unique values
0 missing
MPC10numeric22 unique values
0 missing
ATSC4enumeric31 unique values
0 missing
Eig09_EA.ed.numeric25 unique values
0 missing
MSDnumeric25 unique values
0 missing
ATSC4inumeric33 unique values
0 missing
Eig09_EA.ri.numeric32 unique values
0 missing
Mvnumeric14 unique values
0 missing
ATSC4mnumeric33 unique values
0 missing
Eig10_AEA.bo.numeric19 unique values
0 missing
MWnumeric17 unique values
0 missing
ATSC4pnumeric32 unique values
0 missing
Eig10_AEA.dm.numeric28 unique values
0 missing
MWC01numeric11 unique values
0 missing
ATSC4snumeric33 unique values
0 missing
Eig10_AEA.ed.numeric23 unique values
0 missing
MWC02numeric16 unique values
0 missing
ATSC4vnumeric32 unique values
0 missing
Eig10_AEA.ri.numeric24 unique values
0 missing
MWC03numeric21 unique values
0 missing
ATSC5enumeric33 unique values
0 missing
Eig10_EAnumeric23 unique values
0 missing
MWC04numeric24 unique values
0 missing
ATSC5inumeric29 unique values
0 missing
Eig10_EA.bo.numeric23 unique values
0 missing
MWC05numeric25 unique values
0 missing
ATSC5mnumeric33 unique values
0 missing
Eig10_EA.ed.numeric25 unique values
0 missing
MWC06numeric24 unique values
0 missing
ATSC5pnumeric33 unique values
0 missing
Eig10_EA.ri.numeric31 unique values
0 missing
MWC07numeric25 unique values
0 missing
ATSC5snumeric33 unique values
0 missing
Eig11_AEA.bo.numeric17 unique values
0 missing
MWC08numeric24 unique values
0 missing
ATSC5vnumeric32 unique values
0 missing
Eig11_AEA.dm.numeric30 unique values
0 missing
MWC09numeric25 unique values
0 missing
ATSC6enumeric31 unique values
0 missing
Eig11_AEA.ed.numeric21 unique values
0 missing
MWC10numeric24 unique values
0 missing
ATSC6inumeric33 unique values
0 missing
Eig11_AEA.ri.numeric30 unique values
0 missing
N.numeric13 unique values
0 missing
ATSC6mnumeric33 unique values
0 missing
Eig11_EAnumeric23 unique values
0 missing
N.066numeric2 unique values
0 missing
ATSC6pnumeric33 unique values
0 missing
Eig11_EA.bo.numeric22 unique values
0 missing
N.068numeric2 unique values
0 missing
ATSC6snumeric33 unique values
0 missing
Eig11_EA.ed.numeric23 unique values
0 missing
N.069numeric2 unique values
0 missing
ATSC6vnumeric33 unique values
0 missing
Eig11_EA.ri.numeric29 unique values
0 missing
N.071numeric2 unique values
0 missing
ATSC7enumeric33 unique values
0 missing
Eig12_AEA.bo.numeric18 unique values
0 missing
N.072numeric2 unique values
0 missing
ATSC7inumeric32 unique values
0 missing
Eig12_AEA.dm.numeric31 unique values
0 missing
N.073numeric2 unique values
0 missing
ATSC7mnumeric33 unique values
0 missing
Eig12_AEA.ed.numeric22 unique values
0 missing
N.075numeric2 unique values
0 missing
ATSC7pnumeric33 unique values
0 missing
Eig12_AEA.ri.numeric28 unique values
0 missing
NaaCHnumeric7 unique values
0 missing
ATSC7snumeric33 unique values
0 missing
Eig12_EAnumeric22 unique values
0 missing
NaaNnumeric2 unique values
0 missing
ATSC7vnumeric33 unique values
0 missing
Eig12_EA.bo.numeric25 unique values
0 missing
NaasCnumeric4 unique values
0 missing
ATSC8enumeric27 unique values
0 missing
Eig12_EA.dm.numeric3 unique values
0 missing
NaasNnumeric2 unique values
0 missing
ATSC8inumeric24 unique values
0 missing
Eig12_EA.ed.numeric23 unique values
0 missing
nABnumeric4 unique values
0 missing
ATSC8mnumeric27 unique values
0 missing
Eig12_EA.ri.numeric30 unique values
0 missing
nArCOnumeric2 unique values
0 missing
ATSC8pnumeric26 unique values
0 missing
Eig13_AEA.bo.numeric14 unique values
0 missing
nArNHOnumeric2 unique values
0 missing
ATSC8snumeric29 unique values
0 missing
Eig13_AEA.dm.numeric29 unique values
0 missing
nArNR2numeric2 unique values
0 missing
ATSC8vnumeric27 unique values
0 missing
Eig13_AEA.ed.numeric24 unique values
0 missing
nArORnumeric3 unique values
0 missing
BACnumeric7 unique values
0 missing
Eig13_AEA.ri.numeric27 unique values
0 missing
nArXnumeric2 unique values
0 missing
BBInumeric14 unique values
0 missing
Eig13_EAnumeric21 unique values
0 missing
nATnumeric11 unique values
0 missing
BIC0numeric16 unique values
0 missing
Eig13_EA.bo.numeric25 unique values
0 missing
nBMnumeric5 unique values
0 missing
BIC1numeric20 unique values
0 missing
Eig13_EA.dm.numeric5 unique values
0 missing
nBnznumeric3 unique values
0 missing
BIC2numeric17 unique values
0 missing
Eig13_EA.ed.numeric22 unique values
0 missing
nBOnumeric11 unique values
0 missing
BIC3numeric11 unique values
0 missing
Eig13_EA.ri.numeric32 unique values
0 missing
nBTnumeric11 unique values
0 missing
BIC4numeric13 unique values
0 missing
Eig14_AEA.bo.numeric20 unique values
0 missing
nCnumeric9 unique values
0 missing
BIC5numeric13 unique values
0 missing
Eig14_AEA.dm.numeric25 unique values
0 missing
nCarnumeric4 unique values
0 missing
BIDnumeric16 unique values
0 missing
Eig14_AEA.ed.numeric25 unique values
0 missing
nCb.numeric6 unique values
0 missing
BLInumeric23 unique values
0 missing
Eig14_AEA.ri.numeric18 unique values
0 missing
nCbHnumeric7 unique values
0 missing
BLTA96numeric16 unique values
0 missing
Eig14_EAnumeric14 unique values
0 missing
nCconjnumeric2 unique values
0 missing
BLTD48numeric19 unique values
0 missing
Eig14_EA.bo.numeric23 unique values
0 missing
nCICnumeric3 unique values
0 missing
BLTF96numeric16 unique values
0 missing
Eig14_EA.dm.numeric6 unique values
0 missing
nCIRnumeric3 unique values
0 missing
C.numeric13 unique values
0 missing
Eig14_EA.ed.numeric25 unique values
0 missing
nCLnumeric2 unique values
0 missing
C.001numeric2 unique values
0 missing
Eig14_EA.ri.numeric21 unique values
0 missing
nCpnumeric2 unique values
0 missing
C.002numeric3 unique values
0 missing
Eig15_AEA.bo.numeric12 unique values
0 missing
nCrsnumeric2 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig15_AEA.dm.numeric15 unique values
0 missing
nCrtnumeric2 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig15_AEA.ed.numeric21 unique values
0 missing
nCRX3numeric2 unique values
0 missing
C.006numeric3 unique values
0 missing
Eig15_AEA.ri.numeric15 unique values
0 missing
nCsnumeric3 unique values
0 missing
C.008numeric2 unique values
0 missing
Eig15_EAnumeric13 unique values
0 missing
nCsp2numeric4 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig15_EA.bo.numeric17 unique values
0 missing
nCsp3numeric5 unique values
0 missing
C.013numeric2 unique values
0 missing
Eig15_EA.dm.numeric4 unique values
0 missing
nCtnumeric2 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig15_EA.ed.numeric23 unique values
0 missing
nDBnumeric2 unique values
0 missing
C.018numeric2 unique values
0 missing
Eig15_EA.ri.numeric17 unique values
0 missing
NdOnumeric2 unique values
0 missing
C.024numeric7 unique values
0 missing
Eta_alphanumeric17 unique values
0 missing
NdsCHnumeric2 unique values
0 missing
C.025numeric4 unique values
0 missing
Eta_alpha_Anumeric14 unique values
0 missing
NdssCnumeric2 unique values
0 missing
C.026numeric5 unique values
0 missing
Eta_Bnumeric18 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
C.027numeric2 unique values
0 missing
Eta_B_Anumeric14 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
C.028numeric2 unique values
0 missing
Eta_betanumeric15 unique values
0 missing
nFnumeric3 unique values
0 missing
C.029numeric2 unique values
0 missing
Eta_beta_Anumeric14 unique values
0 missing
nHnumeric8 unique values
0 missing
C.033numeric2 unique values
0 missing
Eta_betaPnumeric7 unique values
0 missing
nHAccnumeric7 unique values
0 missing
C.034numeric2 unique values
0 missing
Eta_betaP_Anumeric13 unique values
0 missing
nHDonnumeric2 unique values
0 missing
C.035numeric2 unique values
0 missing
Eta_betaSnumeric15 unique values
0 missing
nHetnumeric6 unique values
0 missing
C.039numeric2 unique values
0 missing
Eta_betaS_Anumeric12 unique values
0 missing
nHMnumeric2 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eta_Cnumeric33 unique values
0 missing
nNnumeric2 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eta_C_Anumeric29 unique values
0 missing
nN.Nnumeric2 unique values
0 missing
CATS2D_01_APnumeric2 unique values
0 missing
Eta_epsinumeric17 unique values
0 missing
NNRSnumeric2 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eta_epsi_Anumeric17 unique values
0 missing
nOnumeric4 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_Fnumeric33 unique values
0 missing
nPyrazolesnumeric2 unique values
0 missing
CATS2D_01_LLnumeric8 unique values
0 missing
Eta_F_Anumeric28 unique values
0 missing
nR05numeric2 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_FLnumeric27 unique values
0 missing
nR06numeric4 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
Eta_FL_Anumeric21 unique values
0 missing
nR09numeric2 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
Eta_Lnumeric27 unique values
0 missing
nR10numeric3 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
Eta_L_Anumeric15 unique values
0 missing
nR12numeric2 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
Eta_sh_pnumeric18 unique values
0 missing
nRCONHRnumeric2 unique values
0 missing
CATS2D_02_LLnumeric9 unique values
0 missing
Eta_sh_xnumeric4 unique values
0 missing
nRCOOHnumeric2 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eta_sh_ynumeric17 unique values
0 missing
nR.Ctnumeric2 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
F.083numeric2 unique values
0 missing
nRNH2numeric2 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
F.084numeric2 unique values
0 missing
nROHnumeric2 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
GATS1enumeric18 unique values
0 missing
NRSnumeric2 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
GATS1inumeric18 unique values
0 missing
NsCH3numeric3 unique values
0 missing
CATS2D_03_DAnumeric5 unique values
0 missing
GATS1mnumeric17 unique values
0 missing
NsClnumeric2 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS1pnumeric18 unique values
0 missing
NsFnumeric3 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
GATS1snumeric20 unique values
0 missing
nSKnumeric11 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
GATS1vnumeric18 unique values
0 missing
NsOHnumeric2 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
GATS2enumeric21 unique values
0 missing
NssCH2numeric4 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
GATS2inumeric22 unique values
0 missing
NssNHnumeric2 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
GATS2mnumeric21 unique values
0 missing
NssOnumeric3 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS2pnumeric22 unique values
0 missing
NsssCHnumeric3 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
GATS2snumeric31 unique values
0 missing
NsssNnumeric3 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
GATS2vnumeric19 unique values
0 missing
NssssCnumeric2 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS3enumeric28 unique values
0 missing
nXnumeric3 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS3inumeric26 unique values
0 missing
O.numeric11 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
GATS3mnumeric30 unique values
0 missing
O.056numeric2 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
GATS3pnumeric30 unique values
0 missing
O.057numeric2 unique values
0 missing
CATS2D_04_LLnumeric7 unique values
0 missing
GATS3snumeric32 unique values
0 missing
O.058numeric2 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
GATS3vnumeric31 unique values
0 missing
O.059numeric2 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS4enumeric33 unique values
0 missing
O.060numeric3 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS4inumeric32 unique values
0 missing
ON0numeric16 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
GATS4mnumeric33 unique values
0 missing
ON0Vnumeric18 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
GATS4pnumeric30 unique values
0 missing
ON1numeric20 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS4snumeric31 unique values
0 missing
ON1Vnumeric21 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
GATS4vnumeric32 unique values
0 missing
PCDnumeric20 unique values
0 missing
CATS2D_05_LLnumeric7 unique values
0 missing
GATS5enumeric33 unique values
0 missing
PCRnumeric17 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS5inumeric32 unique values
0 missing
PDInumeric19 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
GATS5mnumeric29 unique values
0 missing
PHInumeric19 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS5pnumeric32 unique values
0 missing
piIDnumeric20 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
GATS5snumeric32 unique values
0 missing
piPC01numeric14 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
GATS5vnumeric32 unique values
0 missing
piPC02numeric16 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS6enumeric33 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GATS6inumeric32 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
GATS6mnumeric33 unique values
0 missing
CATS2D_06_LLnumeric7 unique values
0 missing
GATS6pnumeric31 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
GATS6snumeric33 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GATS6vnumeric33 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
GATS7enumeric33 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS7inumeric33 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS7mnumeric33 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GATS7pnumeric33 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
GATS7snumeric33 unique values
0 missing
CATS2D_07_LLnumeric4 unique values
0 missing
GATS7vnumeric33 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
GATS8enumeric19 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
GATS8inumeric17 unique values
0 missing
CATS2D_08_ALnumeric3 unique values
0 missing
GATS8mnumeric18 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GATS8pnumeric18 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
GATS8snumeric19 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
GATS8vnumeric19 unique values
0 missing
CATS2D_08_LLnumeric2 unique values
0 missing
GGI1numeric8 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
GGI10numeric6 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GGI2numeric8 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
GGI3numeric17 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
GGI4numeric21 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
GGI5numeric23 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
GGI6numeric16 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
GGI7numeric12 unique values
0 missing
CENTnumeric23 unique values
0 missing
GGI8numeric10 unique values
0 missing
Chi0_AEA.bo.numeric21 unique values
0 missing
GGI9numeric8 unique values
0 missing
Chi0_AEA.dm.numeric21 unique values
0 missing
GMTInumeric25 unique values
0 missing
Chi0_AEA.ed.numeric21 unique values
0 missing
GMTIVnumeric31 unique values
0 missing
Chi0_AEA.ri.numeric21 unique values
0 missing
GNarnumeric16 unique values
0 missing
Chi0_EAnumeric21 unique values
0 missing
H.numeric13 unique values
0 missing
Chi0_EA.bo.numeric21 unique values
0 missing
H.046numeric3 unique values
0 missing
Chi0_EA.dm.numeric30 unique values
0 missing
H.047numeric8 unique values
0 missing
Chi0_EA.ed.numeric25 unique values
0 missing
H.048numeric2 unique values
0 missing
Chi0_EA.ri.numeric31 unique values
0 missing
H.049numeric2 unique values
0 missing
Chi1_AEA.bo.numeric22 unique values
0 missing
H.050numeric2 unique values
0 missing
Chi1_AEA.dm.numeric22 unique values
0 missing
H.051numeric2 unique values
0 missing
Chi1_AEA.ed.numeric22 unique values
0 missing
H.052numeric5 unique values
0 missing
Chi1_AEA.ri.numeric22 unique values
0 missing
HDcpxnumeric22 unique values
0 missing
Chi1_EAnumeric22 unique values
0 missing
HNarnumeric16 unique values
0 missing
Chi1_EA.bo.numeric24 unique values
0 missing
HVcpxnumeric24 unique values
0 missing
Chi1_EA.dm.numeric32 unique values
0 missing
Hynumeric17 unique values
0 missing
Chi1_EA.ed.numeric24 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Chi1_EA.ri.numeric32 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
CIC0numeric16 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
CIC1numeric20 unique values
0 missing
IACnumeric16 unique values
0 missing
CIC2numeric16 unique values
0 missing
IC0numeric16 unique values
0 missing
CIC3numeric15 unique values
0 missing
IC1numeric20 unique values
0 missing
CIC4numeric14 unique values
0 missing
IC2numeric16 unique values
0 missing
CIC5numeric14 unique values
0 missing
IC3numeric14 unique values
0 missing
CIDnumeric18 unique values
0 missing
IC4numeric13 unique values
0 missing
Cl.089numeric2 unique values
0 missing
IC5numeric13 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ICRnumeric21 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IDDEnumeric22 unique values
0 missing
CSInumeric23 unique values
0 missing
IDDMnumeric17 unique values
0 missing
DBInumeric12 unique values
0 missing
IDEnumeric23 unique values
0 missing
D.Dtr05numeric8 unique values
0 missing
IDETnumeric25 unique values
0 missing
D.Dtr06numeric19 unique values
0 missing
IDMnumeric25 unique values
0 missing
D.Dtr09numeric8 unique values
0 missing
IDMTnumeric25 unique values
0 missing
D.Dtr10numeric13 unique values
0 missing
Infective.50numeric2 unique values
0 missing
D.Dtr12numeric2 unique values
0 missing
Infective.80numeric2 unique values
0 missing
DECCnumeric23 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
DELSnumeric33 unique values
0 missing
ISIZnumeric11 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
IVDEnumeric15 unique values
0 missing
DLS_02numeric3 unique values
0 missing
IVDMnumeric16 unique values
0 missing
DLS_03numeric2 unique values
0 missing
JGI1numeric16 unique values
0 missing
DLS_04numeric3 unique values
0 missing
JGI10numeric5 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI2numeric16 unique values
0 missing
DLS_consnumeric8 unique values
0 missing
JGI3numeric19 unique values
0 missing
Dznumeric15 unique values
0 missing
JGI4numeric17 unique values
0 missing
ECCnumeric22 unique values
0 missing
JGI5numeric19 unique values
0 missing
Eig01_AEA.bo.numeric24 unique values
0 missing
JGI6numeric11 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
35
Number of instances (rows) of the dataset.
NumberOfFeatures
696
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
695
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal 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.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Dimensionality
19.89
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.35
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
0.94
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
17.04
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
0.89
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.03
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.39
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
35
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.82
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
7429.26
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
2.34
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
99.86
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
3.52
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.92
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.14
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
5.92
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
1.36
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
5328.92
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.49
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.91
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
0.14
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
2.55
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
24.66
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.35
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.34
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.21
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2046259
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2046259
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2046259
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2046259
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2046259
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2046259
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2046259
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2046259
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2046259
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2046259
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2046259
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2046259
0 runs - estimation_procedure: 50 times Clustering
Define a new task