Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052028

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052028

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: CHEMBL2052028 (TID: 104570), and it has 38 rows and 688 features (not including molecule IDs and class feature: molecule_id and pXC50). The features represent Molecular Descriptors which were generated from SMILES strings. Missing value imputation was applied to this dataset (By choosing the Median). Feature selection was also applied.

690 features

pXC50 (target)numeric26 unique values
0 missing
molecule_id (row identifier)nominal38 unique values
0 missing
ECCnumeric17 unique values
0 missing
LLS_02numeric3 unique values
0 missing
AACnumeric24 unique values
0 missing
Eig01_AEA.bo.numeric2 unique values
0 missing
LOCnumeric15 unique values
0 missing
AECCnumeric17 unique values
0 missing
Eig01_AEA.dm.numeric3 unique values
0 missing
LPRSnumeric19 unique values
0 missing
ALOGPnumeric28 unique values
0 missing
Eig01_AEA.ri.numeric2 unique values
0 missing
MATS1enumeric21 unique values
0 missing
ALOGP2numeric29 unique values
0 missing
Eig01_EAnumeric2 unique values
0 missing
MATS1inumeric24 unique values
0 missing
AMRnumeric29 unique values
0 missing
Eig01_EA.bo.numeric9 unique values
0 missing
MATS1mnumeric20 unique values
0 missing
AMWnumeric26 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
MATS1pnumeric25 unique values
0 missing
ARRnumeric12 unique values
0 missing
Eig01_EA.ed.numeric3 unique values
0 missing
MATS1snumeric23 unique values
0 missing
ATS1enumeric26 unique values
0 missing
Eig01_EA.ri.numeric3 unique values
0 missing
MATS1vnumeric20 unique values
0 missing
ATS1inumeric27 unique values
0 missing
Eig02_AEA.bo.numeric16 unique values
0 missing
MATS2enumeric25 unique values
0 missing
ATS1mnumeric27 unique values
0 missing
Eig02_AEA.dm.numeric7 unique values
0 missing
MATS2inumeric27 unique values
0 missing
ATS1pnumeric27 unique values
0 missing
Eig02_AEA.ed.numeric2 unique values
0 missing
MATS2mnumeric23 unique values
0 missing
ATS1snumeric28 unique values
0 missing
Eig02_AEA.ri.numeric20 unique values
0 missing
MATS2pnumeric25 unique values
0 missing
ATS1vnumeric27 unique values
0 missing
Eig02_EAnumeric13 unique values
0 missing
MATS2snumeric26 unique values
0 missing
ATS2enumeric27 unique values
0 missing
Eig02_EA.bo.numeric16 unique values
0 missing
MATS2vnumeric23 unique values
0 missing
ATS2inumeric29 unique values
0 missing
Eig02_EA.dm.numeric9 unique values
0 missing
MATS3enumeric23 unique values
0 missing
ATS2mnumeric27 unique values
0 missing
Eig02_EA.ed.numeric8 unique values
0 missing
MATS3inumeric23 unique values
0 missing
ATS2pnumeric28 unique values
0 missing
Eig02_EA.ri.numeric21 unique values
0 missing
MATS3mnumeric26 unique values
0 missing
ATS2snumeric27 unique values
0 missing
Eig03_AEA.bo.numeric8 unique values
0 missing
MATS3pnumeric26 unique values
0 missing
ATS2vnumeric27 unique values
0 missing
Eig03_AEA.dm.numeric26 unique values
0 missing
MATS3snumeric27 unique values
0 missing
ATS3enumeric28 unique values
0 missing
Eig03_AEA.ed.numeric3 unique values
0 missing
MATS3vnumeric25 unique values
0 missing
ATS3inumeric29 unique values
0 missing
Eig03_AEA.ri.numeric14 unique values
0 missing
MATS4enumeric31 unique values
0 missing
ATS3mnumeric29 unique values
0 missing
Eig03_EAnumeric12 unique values
0 missing
MATS4inumeric28 unique values
0 missing
ATS3pnumeric28 unique values
0 missing
Eig03_EA.bo.numeric10 unique values
0 missing
MATS4mnumeric29 unique values
0 missing
ATS3snumeric31 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
MATS4pnumeric26 unique values
0 missing
ATS3vnumeric28 unique values
0 missing
Eig03_EA.ed.numeric6 unique values
0 missing
MATS4snumeric28 unique values
0 missing
ATS4enumeric30 unique values
0 missing
Eig03_EA.ri.numeric20 unique values
0 missing
MATS4vnumeric29 unique values
0 missing
ATS4inumeric28 unique values
0 missing
Eig04_AEA.bo.numeric18 unique values
0 missing
MATS5enumeric32 unique values
0 missing
ATS4mnumeric31 unique values
0 missing
Eig04_AEA.dm.numeric28 unique values
0 missing
MATS5inumeric28 unique values
0 missing
ATS4pnumeric31 unique values
0 missing
Eig04_AEA.ed.numeric15 unique values
0 missing
MATS5mnumeric26 unique values
0 missing
ATS4snumeric30 unique values
0 missing
Eig04_AEA.ri.numeric22 unique values
0 missing
MATS5pnumeric23 unique values
0 missing
ATS4vnumeric31 unique values
0 missing
Eig04_EAnumeric13 unique values
0 missing
MATS5snumeric28 unique values
0 missing
ATS5enumeric32 unique values
0 missing
Eig04_EA.bo.numeric16 unique values
0 missing
MATS5vnumeric27 unique values
0 missing
ATS5inumeric29 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
MATS6enumeric27 unique values
0 missing
ATS5mnumeric32 unique values
0 missing
Eig04_EA.ed.numeric16 unique values
0 missing
MATS6inumeric30 unique values
0 missing
ATS5pnumeric30 unique values
0 missing
Eig04_EA.ri.numeric26 unique values
0 missing
MATS6mnumeric29 unique values
0 missing
ATS5snumeric28 unique values
0 missing
Eig05_AEA.bo.numeric23 unique values
0 missing
MATS6pnumeric28 unique values
0 missing
ATS5vnumeric31 unique values
0 missing
Eig05_AEA.dm.numeric29 unique values
0 missing
MATS6snumeric25 unique values
0 missing
ATS6enumeric30 unique values
0 missing
Eig05_AEA.ed.numeric17 unique values
0 missing
MATS6vnumeric27 unique values
0 missing
ATS6inumeric30 unique values
0 missing
Eig05_AEA.ri.numeric30 unique values
0 missing
MATS7enumeric24 unique values
0 missing
ATS6mnumeric31 unique values
0 missing
Eig05_EAnumeric16 unique values
0 missing
MATS7inumeric28 unique values
0 missing
ATS6pnumeric31 unique values
0 missing
Eig05_EA.bo.numeric19 unique values
0 missing
MATS7mnumeric30 unique values
0 missing
ATS6snumeric27 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
MATS7pnumeric26 unique values
0 missing
ATS6vnumeric29 unique values
0 missing
Eig05_EA.ed.numeric18 unique values
0 missing
MATS7snumeric25 unique values
0 missing
ATS7enumeric31 unique values
0 missing
Eig05_EA.ri.numeric29 unique values
0 missing
MATS7vnumeric27 unique values
0 missing
ATS7inumeric31 unique values
0 missing
Eig06_AEA.bo.numeric18 unique values
0 missing
MATS8enumeric26 unique values
0 missing
ATS7mnumeric31 unique values
0 missing
Eig06_AEA.dm.numeric26 unique values
0 missing
MATS8inumeric28 unique values
0 missing
ATS7pnumeric30 unique values
0 missing
Eig06_AEA.ed.numeric17 unique values
0 missing
MATS8mnumeric28 unique values
0 missing
ATS7snumeric32 unique values
0 missing
Eig06_AEA.ri.numeric28 unique values
0 missing
MATS8pnumeric30 unique values
0 missing
ATS7vnumeric32 unique values
0 missing
Eig06_EAnumeric18 unique values
0 missing
MATS8snumeric26 unique values
0 missing
ATS8enumeric32 unique values
0 missing
Eig06_EA.bo.numeric20 unique values
0 missing
MATS8vnumeric26 unique values
0 missing
ATS8inumeric31 unique values
0 missing
Eig06_EA.dm.numeric6 unique values
0 missing
MAXDNnumeric31 unique values
0 missing
ATS8mnumeric30 unique values
0 missing
Eig06_EA.ed.numeric18 unique values
0 missing
MAXDPnumeric32 unique values
0 missing
ATS8pnumeric32 unique values
0 missing
Eig06_EA.ri.numeric29 unique values
0 missing
MCDnumeric11 unique values
0 missing
ATS8snumeric32 unique values
0 missing
Eig07_AEA.bo.numeric19 unique values
0 missing
MDDDnumeric19 unique values
0 missing
ATS8vnumeric31 unique values
0 missing
Eig07_AEA.dm.numeric21 unique values
0 missing
Menumeric15 unique values
0 missing
ATSC1enumeric26 unique values
0 missing
Eig07_AEA.ed.numeric17 unique values
0 missing
Minumeric14 unique values
0 missing
ATSC1inumeric27 unique values
0 missing
Eig07_AEA.ri.numeric31 unique values
0 missing
MLOGPnumeric25 unique values
0 missing
ATSC1mnumeric28 unique values
0 missing
Eig07_EAnumeric18 unique values
0 missing
MLOGP2numeric26 unique values
0 missing
ATSC1pnumeric28 unique values
0 missing
Eig07_EA.bo.numeric19 unique values
0 missing
Mpnumeric20 unique values
0 missing
ATSC1snumeric29 unique values
0 missing
Eig07_EA.dm.numeric6 unique values
0 missing
MPC01numeric12 unique values
0 missing
ATSC1vnumeric28 unique values
0 missing
Eig07_EA.ed.numeric18 unique values
0 missing
MPC02numeric14 unique values
0 missing
ATSC2enumeric29 unique values
0 missing
Eig07_EA.ri.numeric29 unique values
0 missing
MPC03numeric15 unique values
0 missing
ATSC2inumeric28 unique values
0 missing
Eig08_AEA.bo.numeric15 unique values
0 missing
MPC04numeric13 unique values
0 missing
ATSC2mnumeric29 unique values
0 missing
Eig08_AEA.dm.numeric25 unique values
0 missing
MPC05numeric15 unique values
0 missing
ATSC2pnumeric29 unique values
0 missing
Eig08_AEA.ed.numeric13 unique values
0 missing
MPC06numeric18 unique values
0 missing
ATSC2snumeric29 unique values
0 missing
Eig08_AEA.ri.numeric21 unique values
0 missing
MPC07numeric17 unique values
0 missing
ATSC2vnumeric29 unique values
0 missing
Eig08_EAnumeric15 unique values
0 missing
MPC08numeric19 unique values
0 missing
ATSC3enumeric28 unique values
0 missing
Eig08_EA.bo.numeric13 unique values
0 missing
MPC09numeric19 unique values
0 missing
ATSC3inumeric27 unique values
0 missing
Eig08_EA.dm.numeric5 unique values
0 missing
MPC10numeric19 unique values
0 missing
ATSC3mnumeric29 unique values
0 missing
Eig08_EA.ed.numeric18 unique values
0 missing
MSDnumeric19 unique values
0 missing
ATSC3pnumeric29 unique values
0 missing
Eig08_EA.ri.numeric19 unique values
0 missing
Mvnumeric20 unique values
0 missing
ATSC3snumeric32 unique values
0 missing
Eig09_AEA.bo.numeric18 unique values
0 missing
MWnumeric27 unique values
0 missing
ATSC3vnumeric29 unique values
0 missing
Eig09_AEA.dm.numeric24 unique values
0 missing
MWC01numeric12 unique values
0 missing
ATSC4enumeric32 unique values
0 missing
Eig09_AEA.ed.numeric13 unique values
0 missing
MWC02numeric15 unique values
0 missing
ATSC4inumeric28 unique values
0 missing
Eig09_AEA.ri.numeric20 unique values
0 missing
MWC03numeric16 unique values
0 missing
ATSC4mnumeric32 unique values
0 missing
Eig09_EAnumeric17 unique values
0 missing
MWC04numeric17 unique values
0 missing
ATSC4pnumeric32 unique values
0 missing
Eig09_EA.bo.numeric23 unique values
0 missing
MWC05numeric18 unique values
0 missing
ATSC4snumeric32 unique values
0 missing
Eig09_EA.dm.numeric3 unique values
0 missing
MWC06numeric18 unique values
0 missing
ATSC4vnumeric32 unique values
0 missing
Eig09_EA.ed.numeric18 unique values
0 missing
MWC07numeric18 unique values
0 missing
ATSC5enumeric32 unique values
0 missing
Eig09_EA.ri.numeric22 unique values
0 missing
MWC08numeric19 unique values
0 missing
ATSC5inumeric32 unique values
0 missing
Eig10_AEA.bo.numeric22 unique values
0 missing
MWC09numeric19 unique values
0 missing
ATSC5mnumeric32 unique values
0 missing
Eig10_AEA.dm.numeric29 unique values
0 missing
MWC10numeric19 unique values
0 missing
ATSC5pnumeric32 unique values
0 missing
Eig10_AEA.ed.numeric15 unique values
0 missing
N.numeric8 unique values
0 missing
ATSC5snumeric32 unique values
0 missing
Eig10_AEA.ri.numeric31 unique values
0 missing
N.067numeric2 unique values
0 missing
ATSC5vnumeric32 unique values
0 missing
Eig10_EAnumeric17 unique values
0 missing
N.068numeric2 unique values
0 missing
ATSC6enumeric32 unique values
0 missing
Eig10_EA.bo.numeric18 unique values
0 missing
N.069numeric2 unique values
0 missing
ATSC6inumeric31 unique values
0 missing
Eig10_EA.dm.numeric3 unique values
0 missing
N.070numeric2 unique values
0 missing
ATSC6mnumeric32 unique values
0 missing
Eig10_EA.ed.numeric18 unique values
0 missing
N.071numeric2 unique values
0 missing
ATSC6pnumeric32 unique values
0 missing
Eig10_EA.ri.numeric28 unique values
0 missing
N.072numeric2 unique values
0 missing
ATSC6snumeric32 unique values
0 missing
Eig11_AEA.bo.numeric21 unique values
0 missing
N.074numeric2 unique values
0 missing
ATSC6vnumeric32 unique values
0 missing
Eig11_AEA.dm.numeric26 unique values
0 missing
NaaCHnumeric2 unique values
0 missing
ATSC7enumeric32 unique values
0 missing
Eig11_AEA.ed.numeric17 unique values
0 missing
NaasCnumeric2 unique values
0 missing
ATSC7inumeric31 unique values
0 missing
Eig11_AEA.ri.numeric26 unique values
0 missing
nArCNnumeric2 unique values
0 missing
ATSC7mnumeric32 unique values
0 missing
Eig11_EAnumeric17 unique values
0 missing
nArCOnumeric2 unique values
0 missing
ATSC7pnumeric32 unique values
0 missing
Eig11_EA.bo.numeric20 unique values
0 missing
nArCONH2numeric2 unique values
0 missing
ATSC7snumeric32 unique values
0 missing
Eig11_EA.ed.numeric15 unique values
0 missing
nArCONHRnumeric2 unique values
0 missing
ATSC7vnumeric32 unique values
0 missing
Eig11_EA.ri.numeric27 unique values
0 missing
nArCONR2numeric2 unique values
0 missing
ATSC8enumeric32 unique values
0 missing
Eig12_AEA.bo.numeric15 unique values
0 missing
nArCOOHnumeric2 unique values
0 missing
ATSC8inumeric32 unique values
0 missing
Eig12_AEA.dm.numeric17 unique values
0 missing
nArCOORnumeric2 unique values
0 missing
ATSC8mnumeric32 unique values
0 missing
Eig12_AEA.ed.numeric15 unique values
0 missing
nArNH2numeric2 unique values
0 missing
ATSC8pnumeric32 unique values
0 missing
Eig12_AEA.ri.numeric17 unique values
0 missing
nArNHRnumeric2 unique values
0 missing
ATSC8snumeric32 unique values
0 missing
Eig12_EAnumeric12 unique values
0 missing
nArNR2numeric2 unique values
0 missing
ATSC8vnumeric32 unique values
0 missing
Eig12_EA.bo.numeric9 unique values
0 missing
nArOHnumeric2 unique values
0 missing
BACnumeric12 unique values
0 missing
Eig12_EA.ed.numeric14 unique values
0 missing
nArORnumeric2 unique values
0 missing
BBInumeric14 unique values
0 missing
Eig12_EA.ri.numeric17 unique values
0 missing
nArXnumeric2 unique values
0 missing
BIC0numeric21 unique values
0 missing
Eig13_AEA.bo.numeric8 unique values
0 missing
nATnumeric17 unique values
0 missing
BIC1numeric22 unique values
0 missing
Eig13_AEA.dm.numeric17 unique values
0 missing
nBMnumeric3 unique values
0 missing
BIC2numeric27 unique values
0 missing
Eig13_AEA.ed.numeric18 unique values
0 missing
nBOnumeric12 unique values
0 missing
BIC3numeric24 unique values
0 missing
Eig13_AEA.ri.numeric11 unique values
0 missing
nBTnumeric17 unique values
0 missing
BIC4numeric25 unique values
0 missing
Eig13_EAnumeric9 unique values
0 missing
nCnumeric8 unique values
0 missing
BIC5numeric19 unique values
0 missing
Eig13_EA.bo.numeric8 unique values
0 missing
nCb.numeric2 unique values
0 missing
BIDnumeric12 unique values
0 missing
Eig13_EA.ed.numeric11 unique values
0 missing
nCbHnumeric2 unique values
0 missing
BLInumeric23 unique values
0 missing
Eig13_EA.ri.numeric10 unique values
0 missing
nCconjnumeric2 unique values
0 missing
BLTA96numeric24 unique values
0 missing
Eig14_AEA.bo.numeric11 unique values
0 missing
nCICnumeric2 unique values
0 missing
BLTD48numeric24 unique values
0 missing
Eig14_AEA.dm.numeric17 unique values
0 missing
nCIRnumeric2 unique values
0 missing
BLTF96numeric24 unique values
0 missing
Eig14_AEA.ed.numeric18 unique values
0 missing
nCLnumeric2 unique values
0 missing
C.numeric21 unique values
0 missing
Eig14_AEA.ri.numeric22 unique values
0 missing
nCpnumeric2 unique values
0 missing
C.001numeric2 unique values
0 missing
Eig14_EAnumeric15 unique values
0 missing
nCrsnumeric3 unique values
0 missing
C.002numeric3 unique values
0 missing
Eig14_EA.bo.numeric15 unique values
0 missing
nCsnumeric4 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig14_EA.ed.numeric11 unique values
0 missing
nCspnumeric2 unique values
0 missing
C.006numeric4 unique values
0 missing
Eig14_EA.ri.numeric22 unique values
0 missing
nCsp2numeric2 unique values
0 missing
C.008numeric3 unique values
0 missing
Eig15_AEA.bo.numeric16 unique values
0 missing
nCsp3numeric7 unique values
0 missing
C.009numeric3 unique values
0 missing
Eig15_AEA.dm.numeric15 unique values
0 missing
nDBnumeric3 unique values
0 missing
C.024numeric2 unique values
0 missing
Eig15_AEA.ed.numeric9 unique values
0 missing
NddssSnumeric2 unique values
0 missing
C.025numeric2 unique values
0 missing
Eig15_AEA.ri.numeric21 unique values
0 missing
NdOnumeric3 unique values
0 missing
C.026numeric2 unique values
0 missing
Eig15_EAnumeric14 unique values
0 missing
NdssCnumeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig15_EA.bo.numeric14 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
C.040numeric2 unique values
0 missing
Eig15_EA.ed.numeric16 unique values
0 missing
nHnumeric12 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eig15_EA.ri.numeric18 unique values
0 missing
nHAccnumeric7 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_alphanumeric25 unique values
0 missing
nHDonnumeric3 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eta_alpha_Anumeric15 unique values
0 missing
nHetnumeric7 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eta_Bnumeric15 unique values
0 missing
nHMnumeric2 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eta_B_Anumeric9 unique values
0 missing
nNnumeric3 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_betanumeric19 unique values
0 missing
NNRSnumeric2 unique values
0 missing
CATS2D_01_LLnumeric3 unique values
0 missing
Eta_beta_Anumeric19 unique values
0 missing
nOnumeric8 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_betaPnumeric5 unique values
0 missing
nOHpnumeric2 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
Eta_betaP_Anumeric18 unique values
0 missing
nOHsnumeric2 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
Eta_betaSnumeric19 unique values
0 missing
nR06numeric2 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eta_betaS_Anumeric16 unique values
0 missing
nRCONR2numeric2 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
Eta_Cnumeric32 unique values
0 missing
nRCOORnumeric2 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
Eta_C_Anumeric27 unique values
0 missing
nRNHOnumeric2 unique values
0 missing
CATS2D_02_LLnumeric4 unique values
0 missing
Eta_epsinumeric27 unique values
0 missing
nRNHRnumeric2 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eta_epsi_Anumeric23 unique values
0 missing
nRNR2numeric2 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eta_Fnumeric32 unique values
0 missing
nROHnumeric3 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
Eta_F_Anumeric26 unique values
0 missing
nRORnumeric4 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
Eta_FLnumeric29 unique values
0 missing
NRSnumeric2 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
Eta_FL_Anumeric19 unique values
0 missing
nSnumeric2 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
Eta_Lnumeric29 unique values
0 missing
NsCH3numeric3 unique values
0 missing
CATS2D_03_DLnumeric3 unique values
0 missing
Eta_L_Anumeric16 unique values
0 missing
NsClnumeric2 unique values
0 missing
CATS2D_03_LLnumeric3 unique values
0 missing
Eta_sh_pnumeric23 unique values
0 missing
nSKnumeric12 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
Eta_sh_xnumeric15 unique values
0 missing
NsNH2numeric2 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
Eta_sh_ynumeric21 unique values
0 missing
nSO2Nnumeric2 unique values
0 missing
CATS2D_04_ALnumeric5 unique values
0 missing
GATS1enumeric24 unique values
0 missing
NsOHnumeric3 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
GATS1inumeric27 unique values
0 missing
NssCH2numeric4 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
GATS1mnumeric24 unique values
0 missing
NssNHnumeric2 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
GATS1pnumeric27 unique values
0 missing
NssOnumeric6 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS1snumeric26 unique values
0 missing
NsssCHnumeric4 unique values
0 missing
CATS2D_04_DLnumeric2 unique values
0 missing
GATS1vnumeric26 unique values
0 missing
NsssNnumeric2 unique values
0 missing
CATS2D_04_LLnumeric3 unique values
0 missing
GATS2enumeric27 unique values
0 missing
nTBnumeric2 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
GATS2inumeric29 unique values
0 missing
NtNnumeric2 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS2mnumeric25 unique values
0 missing
NtsCnumeric2 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
GATS2pnumeric26 unique values
0 missing
nXnumeric2 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
GATS2snumeric27 unique values
0 missing
O.numeric22 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS2vnumeric27 unique values
0 missing
O.056numeric3 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS3enumeric24 unique values
0 missing
O.057numeric2 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS3inumeric26 unique values
0 missing
O.058numeric3 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GATS3mnumeric26 unique values
0 missing
O.059numeric4 unique values
0 missing
CATS2D_05_LLnumeric4 unique values
0 missing
GATS3pnumeric28 unique values
0 missing
O.060numeric3 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS3snumeric27 unique values
0 missing
ON0numeric15 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
GATS3vnumeric25 unique values
0 missing
ON0Vnumeric27 unique values
0 missing
CATS2D_06_ALnumeric5 unique values
0 missing
GATS4enumeric30 unique values
0 missing
ON1numeric17 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
GATS4inumeric26 unique values
0 missing
ON1Vnumeric27 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS4mnumeric28 unique values
0 missing
PCDnumeric22 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
GATS4pnumeric28 unique values
0 missing
PCRnumeric16 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
GATS4snumeric30 unique values
0 missing
PDInumeric18 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GATS4vnumeric25 unique values
0 missing
PHInumeric22 unique values
0 missing
CATS2D_06_LLnumeric5 unique values
0 missing
GATS5enumeric32 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GATS5inumeric26 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GATS5mnumeric28 unique values
0 missing
CATS2D_07_AAnumeric5 unique values
0 missing
GATS5pnumeric28 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
GATS5snumeric31 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
GATS5vnumeric21 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS6enumeric29 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
GATS6inumeric28 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
GATS6mnumeric29 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GATS6pnumeric27 unique values
0 missing
CATS2D_07_LLnumeric6 unique values
0 missing
GATS6snumeric32 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
GATS6vnumeric27 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
GATS7enumeric29 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
GATS7inumeric29 unique values
0 missing
CATS2D_08_ALnumeric8 unique values
0 missing
GATS7mnumeric26 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
GATS7pnumeric29 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GATS7snumeric31 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
GATS7vnumeric27 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GATS8enumeric32 unique values
0 missing
CATS2D_08_LLnumeric6 unique values
0 missing
GATS8inumeric32 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
GATS8mnumeric31 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
GATS8pnumeric26 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
GATS8snumeric28 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
GATS8vnumeric32 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
GGI1numeric8 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
GGI10numeric19 unique values
0 missing
CATS2D_09_DAnumeric6 unique values
0 missing
GGI2numeric7 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GGI3numeric9 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
GGI4numeric14 unique values
0 missing
CATS2D_09_LLnumeric7 unique values
0 missing
GGI5numeric19 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
GGI6numeric16 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
GGI7numeric16 unique values
0 missing
CENTnumeric19 unique values
0 missing
GGI8numeric18 unique values
0 missing
Chi0_AEA.bo.numeric17 unique values
0 missing
GGI9numeric19 unique values
0 missing
Chi0_AEA.dm.numeric17 unique values
0 missing
GMTInumeric19 unique values
0 missing
Chi0_AEA.ed.numeric17 unique values
0 missing
GMTIVnumeric30 unique values
0 missing
Chi0_AEA.ri.numeric17 unique values
0 missing
GNarnumeric14 unique values
0 missing
Chi0_EAnumeric17 unique values
0 missing
H.numeric21 unique values
0 missing
Chi0_EA.bo.numeric20 unique values
0 missing
H.046numeric3 unique values
0 missing
Chi0_EA.dm.numeric29 unique values
0 missing
H.047numeric9 unique values
0 missing
Chi0_EA.ed.numeric18 unique values
0 missing
H.048numeric3 unique values
0 missing
Chi0_EA.ri.numeric29 unique values
0 missing
H.050numeric3 unique values
0 missing
Chi1_AEA.bo.numeric18 unique values
0 missing
H.051numeric2 unique values
0 missing
Chi1_AEA.dm.numeric18 unique values
0 missing
H.052numeric2 unique values
0 missing
Chi1_AEA.ed.numeric18 unique values
0 missing
H.053numeric2 unique values
0 missing
Chi1_AEA.ri.numeric18 unique values
0 missing
HDcpxnumeric16 unique values
0 missing
Chi1_EAnumeric18 unique values
0 missing
HNarnumeric15 unique values
0 missing
Chi1_EA.bo.numeric20 unique values
0 missing
HVcpxnumeric19 unique values
0 missing
Chi1_EA.dm.numeric32 unique values
0 missing
Hynumeric23 unique values
0 missing
Chi1_EA.ed.numeric19 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi1_EA.ri.numeric32 unique values
0 missing
IACnumeric27 unique values
0 missing
CIC0numeric26 unique values
0 missing
IC0numeric24 unique values
0 missing
CIC1numeric29 unique values
0 missing
IC1numeric29 unique values
0 missing
CIC2numeric26 unique values
0 missing
IC2numeric26 unique values
0 missing
CIC3numeric26 unique values
0 missing
IC3numeric27 unique values
0 missing
CIC4numeric24 unique values
0 missing
IC4numeric25 unique values
0 missing
CIC5numeric25 unique values
0 missing
IC5numeric25 unique values
0 missing
CIDnumeric16 unique values
0 missing
ICRnumeric16 unique values
0 missing
Cl.089numeric2 unique values
0 missing
IDDEnumeric17 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IDDMnumeric19 unique values
0 missing
cRo5numeric2 unique values
0 missing
IDEnumeric18 unique values
0 missing
CSInumeric17 unique values
0 missing
IDETnumeric19 unique values
0 missing
DBInumeric14 unique values
0 missing
IDMnumeric19 unique values
0 missing
D.Dtr05numeric19 unique values
0 missing
IDMTnumeric19 unique values
0 missing
D.Dtr06numeric19 unique values
0 missing
ISIZnumeric17 unique values
0 missing
D.Dtr08numeric19 unique values
0 missing
IVDEnumeric15 unique values
0 missing
D.Dtr09numeric19 unique values
0 missing
IVDMnumeric15 unique values
0 missing
D.Dtr12numeric19 unique values
0 missing
JGI1numeric14 unique values
0 missing
DECCnumeric17 unique values
0 missing
JGI10numeric4 unique values
0 missing
DELSnumeric32 unique values
0 missing
JGI2numeric13 unique values
0 missing
DLS_01numeric3 unique values
0 missing
JGI3numeric10 unique values
0 missing
DLS_02numeric4 unique values
0 missing
JGI4numeric8 unique values
0 missing
DLS_03numeric4 unique values
0 missing
JGI5numeric5 unique values
0 missing
DLS_04numeric4 unique values
0 missing
JGI6numeric4 unique values
0 missing
DLS_05numeric2 unique values
0 missing
JGI7numeric4 unique values
0 missing
DLS_06numeric5 unique values
0 missing
JGI8numeric3 unique values
0 missing
DLS_07numeric3 unique values
0 missing
JGI9numeric4 unique values
0 missing
DLS_consnumeric11 unique values
0 missing
JGTnumeric16 unique values
0 missing
Dznumeric25 unique values
0 missing
LLS_01numeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
38
Number of instances (rows) of the dataset.
NumberOfFeatures
690
Number of attributes (columns) of the dataset.
NumberOfClasses
0
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
689
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
6.16
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.77
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
22039.96
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.49
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.65
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
0.55
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
3.89
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
205.08
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.01
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
0.17
Average class difference between consecutive instances.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.89
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
18.16
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.9
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.11
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.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
72.22
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
0.29
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.11
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.18
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
38
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.89
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
61247.97
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
1.42
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
5.69
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-6.16
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052028
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052028
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052028
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052028
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052028
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052028
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052028
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052028
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052028
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052028
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052028
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2052028
0 runs - estimation_procedure: 50 times Clustering
Define a new task