Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4838

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4838

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: CHEMBL4838 (TID: 100205), and it has 31 rows and 793 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.

795 features

pXC50 (target)numeric27 unique values
0 missing
molecule_id (row identifier)nominal31 unique values
0 missing
Eig01_AEA.dm.numeric11 unique values
0 missing
JGTnumeric19 unique values
0 missing
SIC3numeric24 unique values
0 missing
MATS8enumeric25 unique values
0 missing
Eig01_AEA.ed.numeric6 unique values
0 missing
LLS_01numeric5 unique values
0 missing
SIC4numeric20 unique values
0 missing
CATS2D_07_ALnumeric10 unique values
0 missing
Eig01_AEA.ri.numeric6 unique values
0 missing
LLS_02numeric5 unique values
0 missing
SIC5numeric17 unique values
0 missing
DECCnumeric21 unique values
0 missing
Eig01_EAnumeric6 unique values
0 missing
LOCnumeric22 unique values
0 missing
SM02_AEA.bo.numeric26 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
Eig01_EA.bo.numeric12 unique values
0 missing
LPRSnumeric22 unique values
0 missing
SM02_AEA.dm.numeric17 unique values
0 missing
AACnumeric27 unique values
0 missing
Eig01_EA.dm.numeric12 unique values
0 missing
MATS1enumeric27 unique values
0 missing
SM02_AEA.ed.numeric20 unique values
0 missing
AECCnumeric22 unique values
0 missing
Eig01_EA.ed.numeric9 unique values
0 missing
MATS1inumeric28 unique values
0 missing
SM02_AEA.ri.numeric21 unique values
0 missing
ALOGPnumeric29 unique values
0 missing
Eig01_EA.ri.numeric6 unique values
0 missing
MATS1mnumeric23 unique values
0 missing
SM02_EAnumeric18 unique values
0 missing
ALOGP2numeric29 unique values
0 missing
Eig02_AEA.bo.numeric9 unique values
0 missing
MATS1pnumeric28 unique values
0 missing
SM02_EA.bo.numeric19 unique values
0 missing
AMRnumeric29 unique values
0 missing
Eig02_AEA.dm.numeric15 unique values
0 missing
MATS1snumeric27 unique values
0 missing
SM02_EA.dm.numeric17 unique values
0 missing
AMWnumeric27 unique values
0 missing
Eig02_AEA.ed.numeric4 unique values
0 missing
MATS1vnumeric22 unique values
0 missing
SM02_EA.ed.numeric22 unique values
0 missing
ATS1enumeric28 unique values
0 missing
Eig02_AEA.ri.numeric5 unique values
0 missing
MATS2enumeric24 unique values
0 missing
SM02_EA.ri.numeric24 unique values
0 missing
ATS1inumeric26 unique values
0 missing
Eig02_EAnumeric7 unique values
0 missing
MATS2inumeric25 unique values
0 missing
SM03_AEA.bo.numeric24 unique values
0 missing
ATS1mnumeric29 unique values
0 missing
Eig02_EA.bo.numeric9 unique values
0 missing
MATS2mnumeric23 unique values
0 missing
SM03_AEA.dm.numeric22 unique values
0 missing
ATS1pnumeric28 unique values
0 missing
Eig02_EA.dm.numeric9 unique values
0 missing
MATS2pnumeric26 unique values
0 missing
SM03_AEA.ed.numeric22 unique values
0 missing
ATS1snumeric28 unique values
0 missing
Eig02_EA.ed.numeric7 unique values
0 missing
MATS2snumeric28 unique values
0 missing
SM03_AEA.ri.numeric19 unique values
0 missing
ATS1vnumeric29 unique values
0 missing
Eig02_EA.ri.numeric6 unique values
0 missing
MATS2vnumeric26 unique values
0 missing
SM03_EAnumeric8 unique values
0 missing
ATS2enumeric27 unique values
0 missing
Eig03_AEA.bo.numeric19 unique values
0 missing
MATS3enumeric23 unique values
0 missing
SM03_EA.bo.numeric11 unique values
0 missing
ATS2inumeric27 unique values
0 missing
Eig03_AEA.dm.numeric24 unique values
0 missing
MATS3inumeric25 unique values
0 missing
SM03_EA.dm.numeric5 unique values
0 missing
ATS2mnumeric29 unique values
0 missing
Eig03_AEA.ed.numeric10 unique values
0 missing
MATS3mnumeric26 unique values
0 missing
SM03_EA.ed.numeric14 unique values
0 missing
ATS2pnumeric29 unique values
0 missing
Eig03_AEA.ri.numeric9 unique values
0 missing
MATS3pnumeric23 unique values
0 missing
SM03_EA.ri.numeric11 unique values
0 missing
ATS2snumeric28 unique values
0 missing
Eig03_EAnumeric10 unique values
0 missing
MATS3snumeric23 unique values
0 missing
SM04_AEA.bo.numeric28 unique values
0 missing
ATS2vnumeric29 unique values
0 missing
Eig03_EA.bo.numeric23 unique values
0 missing
MATS3vnumeric23 unique values
0 missing
SM04_AEA.dm.numeric21 unique values
0 missing
ATS3enumeric27 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
MATS4enumeric26 unique values
0 missing
SM04_AEA.ed.numeric22 unique values
0 missing
ATS3inumeric26 unique values
0 missing
Eig03_EA.ed.numeric13 unique values
0 missing
MATS4inumeric26 unique values
0 missing
SM04_AEA.ri.numeric22 unique values
0 missing
ATS3mnumeric27 unique values
0 missing
Eig03_EA.ri.numeric9 unique values
0 missing
MATS4mnumeric24 unique values
0 missing
SM04_EAnumeric20 unique values
0 missing
ATS3pnumeric26 unique values
0 missing
Eig04_AEA.bo.numeric26 unique values
0 missing
MATS4pnumeric23 unique values
0 missing
ATS3snumeric29 unique values
0 missing
Eig04_AEA.dm.numeric23 unique values
0 missing
MATS4snumeric26 unique values
0 missing
ATS3vnumeric28 unique values
0 missing
Eig04_AEA.ed.numeric7 unique values
0 missing
MATS4vnumeric23 unique values
0 missing
ATS4enumeric29 unique values
0 missing
Eig04_AEA.ri.numeric16 unique values
0 missing
MATS5enumeric25 unique values
0 missing
ATS4inumeric27 unique values
0 missing
Eig04_EAnumeric16 unique values
0 missing
MATS5inumeric22 unique values
0 missing
ATS4mnumeric29 unique values
0 missing
Eig04_EA.bo.numeric24 unique values
0 missing
MATS5mnumeric25 unique values
0 missing
ATS4pnumeric28 unique values
0 missing
Eig04_EA.dm.numeric3 unique values
0 missing
MATS5pnumeric24 unique values
0 missing
ATS4snumeric28 unique values
0 missing
Eig04_EA.ed.numeric13 unique values
0 missing
MATS5snumeric21 unique values
0 missing
ATS4vnumeric29 unique values
0 missing
Eig04_EA.ri.numeric16 unique values
0 missing
MATS5vnumeric25 unique values
0 missing
ATS5enumeric28 unique values
0 missing
Eig05_AEA.bo.numeric25 unique values
0 missing
MATS6enumeric20 unique values
0 missing
ATS5inumeric27 unique values
0 missing
Eig05_AEA.dm.numeric22 unique values
0 missing
MATS6inumeric25 unique values
0 missing
ATS5mnumeric29 unique values
0 missing
Eig05_AEA.ed.numeric16 unique values
0 missing
MATS6mnumeric23 unique values
0 missing
ATS5pnumeric29 unique values
0 missing
Eig05_AEA.ri.numeric19 unique values
0 missing
MATS6pnumeric25 unique values
0 missing
ATS5snumeric27 unique values
0 missing
Eig05_EAnumeric17 unique values
0 missing
MATS6snumeric21 unique values
0 missing
ATS5vnumeric29 unique values
0 missing
Eig05_EA.bo.numeric26 unique values
0 missing
MATS6vnumeric24 unique values
0 missing
ATS6enumeric28 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
MATS7enumeric22 unique values
0 missing
ATS6inumeric28 unique values
0 missing
Eig05_EA.ed.numeric16 unique values
0 missing
MATS7inumeric24 unique values
0 missing
ATS6mnumeric29 unique values
0 missing
Eig05_EA.ri.numeric20 unique values
0 missing
MATS7mnumeric26 unique values
0 missing
ATS6pnumeric29 unique values
0 missing
Eig06_AEA.bo.numeric25 unique values
0 missing
MATS7pnumeric27 unique values
0 missing
ATS6snumeric29 unique values
0 missing
Eig06_AEA.dm.numeric21 unique values
0 missing
MATS7snumeric25 unique values
0 missing
ATS6vnumeric29 unique values
0 missing
Eig06_AEA.ed.numeric16 unique values
0 missing
MATS7vnumeric25 unique values
0 missing
ATS7enumeric28 unique values
0 missing
Eig06_AEA.ri.numeric22 unique values
0 missing
MATS8inumeric27 unique values
0 missing
ATS7inumeric27 unique values
0 missing
Eig06_EAnumeric21 unique values
0 missing
MATS8mnumeric27 unique values
0 missing
ATS7mnumeric27 unique values
0 missing
Eig06_EA.bo.numeric24 unique values
0 missing
MATS8pnumeric24 unique values
0 missing
ATS7pnumeric29 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
MATS8snumeric26 unique values
0 missing
ATS7snumeric28 unique values
0 missing
Eig06_EA.ed.numeric18 unique values
0 missing
MATS8vnumeric27 unique values
0 missing
ATS7vnumeric29 unique values
0 missing
Eig06_EA.ri.numeric21 unique values
0 missing
MAXDNnumeric28 unique values
0 missing
ATS8enumeric28 unique values
0 missing
Eig07_AEA.bo.numeric23 unique values
0 missing
MAXDPnumeric28 unique values
0 missing
ATS8inumeric26 unique values
0 missing
Eig07_AEA.dm.numeric18 unique values
0 missing
MCDnumeric20 unique values
0 missing
ATS8mnumeric29 unique values
0 missing
Eig07_AEA.ed.numeric15 unique values
0 missing
MDDDnumeric22 unique values
0 missing
ATS8pnumeric29 unique values
0 missing
Eig07_AEA.ri.numeric22 unique values
0 missing
Menumeric21 unique values
0 missing
ATS8snumeric29 unique values
0 missing
Eig07_EAnumeric22 unique values
0 missing
Minumeric16 unique values
0 missing
ATS8vnumeric29 unique values
0 missing
Eig07_EA.bo.numeric23 unique values
0 missing
MLOGPnumeric28 unique values
0 missing
ATSC1enumeric28 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
MLOGP2numeric28 unique values
0 missing
ATSC1inumeric28 unique values
0 missing
Eig07_EA.ed.numeric21 unique values
0 missing
Mpnumeric17 unique values
0 missing
ATSC1mnumeric29 unique values
0 missing
Eig07_EA.ri.numeric23 unique values
0 missing
MPC01numeric19 unique values
0 missing
ATSC1pnumeric29 unique values
0 missing
Eig08_AEA.bo.numeric20 unique values
0 missing
MPC02numeric18 unique values
0 missing
ATSC1snumeric29 unique values
0 missing
Eig08_AEA.dm.numeric25 unique values
0 missing
MPC03numeric17 unique values
0 missing
ATSC1vnumeric29 unique values
0 missing
Eig08_AEA.ed.numeric15 unique values
0 missing
MPC04numeric19 unique values
0 missing
ATSC2enumeric27 unique values
0 missing
Eig08_AEA.ri.numeric18 unique values
0 missing
MPC05numeric19 unique values
0 missing
ATSC2inumeric29 unique values
0 missing
Eig08_EAnumeric17 unique values
0 missing
MPC06numeric19 unique values
0 missing
ATSC2mnumeric29 unique values
0 missing
Eig08_EA.bo.numeric23 unique values
0 missing
MPC07numeric20 unique values
0 missing
ATSC2pnumeric29 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
MPC08numeric21 unique values
0 missing
ATSC2snumeric29 unique values
0 missing
Eig08_EA.ed.numeric19 unique values
0 missing
MPC09numeric20 unique values
0 missing
ATSC2vnumeric29 unique values
0 missing
Eig08_EA.ri.numeric17 unique values
0 missing
MPC10numeric22 unique values
0 missing
ATSC3enumeric28 unique values
0 missing
Eig09_AEA.bo.numeric26 unique values
0 missing
MSDnumeric22 unique values
0 missing
ATSC3inumeric28 unique values
0 missing
Eig09_AEA.dm.numeric24 unique values
0 missing
Mvnumeric21 unique values
0 missing
ATSC3mnumeric29 unique values
0 missing
Eig09_AEA.ed.numeric16 unique values
0 missing
MWnumeric27 unique values
0 missing
ATSC3pnumeric29 unique values
0 missing
Eig09_AEA.ri.numeric23 unique values
0 missing
MWC01numeric19 unique values
0 missing
ATSC3snumeric29 unique values
0 missing
Eig09_EAnumeric22 unique values
0 missing
MWC02numeric20 unique values
0 missing
ATSC3vnumeric29 unique values
0 missing
Eig09_EA.bo.numeric25 unique values
0 missing
MWC03numeric22 unique values
0 missing
ATSC4enumeric28 unique values
0 missing
Eig09_EA.ed.numeric22 unique values
0 missing
MWC04numeric22 unique values
0 missing
ATSC4inumeric27 unique values
0 missing
Eig09_EA.ri.numeric23 unique values
0 missing
MWC05numeric22 unique values
0 missing
ATSC4mnumeric29 unique values
0 missing
Eig10_AEA.bo.numeric28 unique values
0 missing
MWC06numeric22 unique values
0 missing
ATSC4pnumeric29 unique values
0 missing
Eig10_AEA.dm.numeric28 unique values
0 missing
MWC07numeric20 unique values
0 missing
ATSC4snumeric29 unique values
0 missing
Eig10_AEA.ed.numeric22 unique values
0 missing
MWC08numeric22 unique values
0 missing
ATSC4vnumeric29 unique values
0 missing
Eig10_AEA.ri.numeric22 unique values
0 missing
MWC09numeric22 unique values
0 missing
ATSC5enumeric29 unique values
0 missing
Eig10_EAnumeric21 unique values
0 missing
MWC10numeric21 unique values
0 missing
ATSC5inumeric26 unique values
0 missing
Eig10_EA.bo.numeric27 unique values
0 missing
N.numeric11 unique values
0 missing
ATSC5mnumeric29 unique values
0 missing
Eig10_EA.ed.numeric19 unique values
0 missing
N.066numeric3 unique values
0 missing
ATSC5pnumeric29 unique values
0 missing
Eig10_EA.ri.numeric21 unique values
0 missing
N.067numeric3 unique values
0 missing
ATSC5snumeric29 unique values
0 missing
Eig11_AEA.bo.numeric28 unique values
0 missing
N.068numeric2 unique values
0 missing
ATSC5vnumeric29 unique values
0 missing
Eig11_AEA.dm.numeric28 unique values
0 missing
N.074numeric3 unique values
0 missing
ATSC6enumeric29 unique values
0 missing
Eig11_AEA.ed.numeric22 unique values
0 missing
N.077numeric2 unique values
0 missing
ATSC6inumeric29 unique values
0 missing
Eig11_AEA.ri.numeric23 unique values
0 missing
nATnumeric20 unique values
0 missing
ATSC6mnumeric29 unique values
0 missing
Eig11_EAnumeric22 unique values
0 missing
nBMnumeric5 unique values
0 missing
ATSC6pnumeric29 unique values
0 missing
Eig11_EA.bo.numeric28 unique values
0 missing
nBOnumeric19 unique values
0 missing
ATSC6snumeric29 unique values
0 missing
Eig11_EA.ed.numeric22 unique values
0 missing
nBTnumeric21 unique values
0 missing
ATSC6vnumeric29 unique values
0 missing
Eig11_EA.ri.numeric24 unique values
0 missing
nCnumeric10 unique values
0 missing
ATSC7enumeric29 unique values
0 missing
Eig12_AEA.bo.numeric25 unique values
0 missing
nCconjnumeric6 unique values
0 missing
ATSC7inumeric28 unique values
0 missing
Eig12_AEA.dm.numeric24 unique values
0 missing
nCICnumeric4 unique values
0 missing
ATSC7mnumeric29 unique values
0 missing
Eig12_AEA.ed.numeric21 unique values
0 missing
nCIRnumeric4 unique values
0 missing
ATSC7pnumeric29 unique values
0 missing
Eig12_AEA.ri.numeric23 unique values
0 missing
nC.N.N.numeric2 unique values
0 missing
ATSC7snumeric29 unique values
0 missing
Eig12_EAnumeric21 unique values
0 missing
nC..N.N2numeric2 unique values
0 missing
ATSC7vnumeric29 unique values
0 missing
Eig12_EA.bo.numeric27 unique values
0 missing
nCpnumeric4 unique values
0 missing
ATSC8enumeric29 unique values
0 missing
Eig12_EA.ed.numeric22 unique values
0 missing
nCrsnumeric4 unique values
0 missing
ATSC8inumeric29 unique values
0 missing
Eig12_EA.ri.numeric23 unique values
0 missing
nCsnumeric7 unique values
0 missing
ATSC8mnumeric29 unique values
0 missing
Eig13_AEA.bo.numeric27 unique values
0 missing
nCsp2numeric7 unique values
0 missing
ATSC8pnumeric29 unique values
0 missing
Eig13_AEA.dm.numeric27 unique values
0 missing
nCsp3numeric10 unique values
0 missing
ATSC8snumeric29 unique values
0 missing
Eig13_AEA.ed.numeric20 unique values
0 missing
nDBnumeric5 unique values
0 missing
ATSC8vnumeric29 unique values
0 missing
Eig13_AEA.ri.numeric23 unique values
0 missing
NddsNnumeric2 unique values
0 missing
BACnumeric19 unique values
0 missing
Eig13_EAnumeric19 unique values
0 missing
NdOnumeric3 unique values
0 missing
BBInumeric18 unique values
0 missing
Eig13_EA.bo.numeric25 unique values
0 missing
NdsCHnumeric6 unique values
0 missing
BIC0numeric21 unique values
0 missing
Eig13_EA.ed.numeric22 unique values
0 missing
NdsNnumeric3 unique values
0 missing
BIC1numeric27 unique values
0 missing
Eig13_EA.ri.numeric23 unique values
0 missing
NdssCnumeric3 unique values
0 missing
BIC2numeric27 unique values
0 missing
Eig14_AEA.bo.numeric22 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
BIC3numeric22 unique values
0 missing
Eig14_AEA.dm.numeric23 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
BIC4numeric21 unique values
0 missing
Eig14_AEA.ed.numeric19 unique values
0 missing
nHnumeric13 unique values
0 missing
BIC5numeric23 unique values
0 missing
Eig14_AEA.ri.numeric21 unique values
0 missing
nHAccnumeric9 unique values
0 missing
BIDnumeric18 unique values
0 missing
Eig14_EAnumeric19 unique values
0 missing
nHDonnumeric6 unique values
0 missing
BLInumeric26 unique values
0 missing
Eig14_EA.bo.numeric24 unique values
0 missing
nHetnumeric10 unique values
0 missing
BLTA96numeric27 unique values
0 missing
Eig14_EA.ed.numeric21 unique values
0 missing
nNnumeric4 unique values
0 missing
BLTD48numeric25 unique values
0 missing
Eig14_EA.ri.numeric22 unique values
0 missing
NNRSnumeric4 unique values
0 missing
BLTF96numeric25 unique values
0 missing
Eig15_AEA.bo.numeric26 unique values
0 missing
nOnumeric9 unique values
0 missing
C.numeric19 unique values
0 missing
Eig15_AEA.dm.numeric26 unique values
0 missing
nOHpnumeric2 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig15_AEA.ed.numeric16 unique values
0 missing
nOHsnumeric4 unique values
0 missing
C.002numeric5 unique values
0 missing
Eig15_AEA.ri.numeric22 unique values
0 missing
nOHtnumeric2 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig15_EAnumeric21 unique values
0 missing
nOxolanesnumeric2 unique values
0 missing
C.006numeric3 unique values
0 missing
Eig15_EA.bo.numeric26 unique values
0 missing
nR05numeric2 unique values
0 missing
C.008numeric5 unique values
0 missing
Eig15_EA.ed.numeric20 unique values
0 missing
nR06numeric4 unique values
0 missing
C.009numeric3 unique values
0 missing
Eig15_EA.ri.numeric20 unique values
0 missing
nR09numeric2 unique values
0 missing
C.016numeric5 unique values
0 missing
Eta_alphanumeric22 unique values
0 missing
nRCHOnumeric2 unique values
0 missing
C.017numeric2 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
nRC.Nnumeric2 unique values
0 missing
C.018numeric2 unique values
0 missing
Eta_Bnumeric14 unique values
0 missing
nRCNOnumeric2 unique values
0 missing
C.036numeric2 unique values
0 missing
Eta_B_Anumeric10 unique values
0 missing
nRCOOHnumeric2 unique values
0 missing
C.040numeric2 unique values
0 missing
Eta_betanumeric23 unique values
0 missing
nRCOORnumeric2 unique values
0 missing
C.041numeric2 unique values
0 missing
Eta_beta_Anumeric26 unique values
0 missing
nR.Csnumeric5 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eta_betaPnumeric6 unique values
0 missing
nR.Ctnumeric2 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eta_betaP_Anumeric19 unique values
0 missing
nRNH2numeric3 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eta_betaSnumeric21 unique values
0 missing
nRNHRnumeric2 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
Eta_betaS_Anumeric20 unique values
0 missing
nRNO2numeric2 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eta_Cnumeric29 unique values
0 missing
nRNR2numeric2 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eta_C_Anumeric29 unique values
0 missing
nROHnumeric5 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_epsinumeric27 unique values
0 missing
nRORnumeric4 unique values
0 missing
CATS2D_01_LLnumeric6 unique values
0 missing
Eta_epsi_Anumeric25 unique values
0 missing
NRSnumeric3 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_Fnumeric29 unique values
0 missing
NsCH3numeric4 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
Eta_F_Anumeric27 unique values
0 missing
nSKnumeric17 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
Eta_FLnumeric29 unique values
0 missing
NsNH2numeric3 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eta_FL_Anumeric26 unique values
0 missing
NsOHnumeric5 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
Eta_Lnumeric29 unique values
0 missing
NssCH2numeric6 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eta_L_Anumeric24 unique values
0 missing
NssNHnumeric3 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
Eta_sh_pnumeric21 unique values
0 missing
NssOnumeric5 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
Eta_sh_xnumeric19 unique values
0 missing
NsssCHnumeric5 unique values
0 missing
CATS2D_02_LLnumeric6 unique values
0 missing
Eta_sh_ynumeric21 unique values
0 missing
NsssNnumeric2 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
GATS1enumeric26 unique values
0 missing
O.numeric25 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS1inumeric25 unique values
0 missing
O.056numeric5 unique values
0 missing
CATS2D_02_PPnumeric2 unique values
0 missing
GATS1mnumeric28 unique values
0 missing
O.057numeric2 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS1pnumeric29 unique values
0 missing
O.058numeric2 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
GATS1snumeric29 unique values
0 missing
O.059numeric4 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
GATS1vnumeric24 unique values
0 missing
O.060numeric2 unique values
0 missing
CATS2D_03_DAnumeric5 unique values
0 missing
GATS2enumeric27 unique values
0 missing
O.061numeric2 unique values
0 missing
CATS2D_03_DDnumeric4 unique values
0 missing
GATS2inumeric24 unique values
0 missing
ON0numeric20 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
GATS2mnumeric25 unique values
0 missing
ON0Vnumeric27 unique values
0 missing
CATS2D_03_DPnumeric3 unique values
0 missing
GATS2pnumeric26 unique values
0 missing
ON1numeric21 unique values
0 missing
CATS2D_03_LLnumeric6 unique values
0 missing
GATS2snumeric26 unique values
0 missing
ON1Vnumeric26 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
GATS2vnumeric25 unique values
0 missing
PCDnumeric25 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS3enumeric27 unique values
0 missing
PCRnumeric24 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS3inumeric26 unique values
0 missing
PDInumeric25 unique values
0 missing
CATS2D_04_ALnumeric10 unique values
0 missing
GATS3mnumeric23 unique values
0 missing
PHInumeric28 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
GATS3pnumeric28 unique values
0 missing
piIDnumeric28 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS3snumeric27 unique values
0 missing
piPC01numeric19 unique values
0 missing
CATS2D_04_DLnumeric8 unique values
0 missing
GATS3vnumeric25 unique values
0 missing
piPC02numeric19 unique values
0 missing
CATS2D_04_LLnumeric6 unique values
0 missing
GATS4enumeric29 unique values
0 missing
piPC03numeric23 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
GATS4inumeric25 unique values
0 missing
piPC04numeric21 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
GATS4mnumeric24 unique values
0 missing
piPC05numeric21 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GATS4pnumeric25 unique values
0 missing
piPC06numeric28 unique values
0 missing
CATS2D_05_ALnumeric11 unique values
0 missing
GATS4snumeric28 unique values
0 missing
piPC07numeric23 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
GATS4vnumeric25 unique values
0 missing
piPC08numeric28 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS5enumeric27 unique values
0 missing
piPC09numeric27 unique values
0 missing
CATS2D_05_DLnumeric7 unique values
0 missing
GATS5inumeric26 unique values
0 missing
piPC10numeric28 unique values
0 missing
CATS2D_05_LLnumeric7 unique values
0 missing
GATS5mnumeric24 unique values
0 missing
PJI2numeric5 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS5pnumeric25 unique values
0 missing
Polnumeric17 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
GATS5snumeric28 unique values
0 missing
Psi_e_0numeric29 unique values
0 missing
CATS2D_06_ALnumeric11 unique values
0 missing
GATS5vnumeric26 unique values
0 missing
Psi_e_1numeric28 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GATS6enumeric27 unique values
0 missing
Psi_e_Anumeric29 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS6inumeric24 unique values
0 missing
Psi_i_0numeric29 unique values
0 missing
CATS2D_06_DLnumeric7 unique values
0 missing
GATS6mnumeric26 unique values
0 missing
Psi_i_1numeric29 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
GATS6pnumeric27 unique values
0 missing
Psi_i_Anumeric29 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GATS6snumeric29 unique values
0 missing
Psi_i_snumeric27 unique values
0 missing
CATS2D_06_LLnumeric7 unique values
0 missing
GATS6vnumeric28 unique values
0 missing
Psi_i_tnumeric2 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GATS7enumeric26 unique values
0 missing
Psychotic.50numeric2 unique values
0 missing
CATS2D_06_PLnumeric4 unique values
0 missing
GATS7inumeric22 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
GATS7mnumeric28 unique values
0 missing
P_VSA_e_1numeric12 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
GATS7pnumeric28 unique values
0 missing
P_VSA_e_2numeric27 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
GATS7snumeric29 unique values
0 missing
P_VSA_e_3numeric8 unique values
0 missing
CATS2D_07_DLnumeric10 unique values
0 missing
GATS7vnumeric25 unique values
0 missing
P_VSA_e_5numeric14 unique values
0 missing
CATS2D_07_LLnumeric7 unique values
0 missing
GATS8enumeric28 unique values
0 missing
P_VSA_i_2numeric27 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
GATS8inumeric23 unique values
0 missing
P_VSA_i_3numeric26 unique values
0 missing
CATS2D_07_PLnumeric4 unique values
0 missing
GATS8mnumeric25 unique values
0 missing
P_VSA_i_4numeric8 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
GATS8pnumeric25 unique values
0 missing
P_VSA_LogP_1numeric6 unique values
0 missing
CATS2D_08_ALnumeric9 unique values
0 missing
GATS8snumeric28 unique values
0 missing
P_VSA_LogP_2numeric18 unique values
0 missing
CATS2D_08_DDnumeric4 unique values
0 missing
GATS8vnumeric23 unique values
0 missing
P_VSA_LogP_3numeric15 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
GGI1numeric11 unique values
0 missing
P_VSA_LogP_4numeric8 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GGI10numeric21 unique values
0 missing
P_VSA_LogP_5numeric8 unique values
0 missing
CATS2D_08_LLnumeric7 unique values
0 missing
GGI2numeric9 unique values
0 missing
P_VSA_LogP_6numeric5 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
GGI3numeric12 unique values
0 missing
P_VSA_LogP_7numeric14 unique values
0 missing
CATS2D_08_PLnumeric4 unique values
0 missing
GGI4numeric17 unique values
0 missing
P_VSA_LogP_8numeric2 unique values
0 missing
CATS2D_09_ALnumeric10 unique values
0 missing
GGI5numeric17 unique values
0 missing
P_VSA_m_1numeric12 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
GGI6numeric20 unique values
0 missing
P_VSA_m_2numeric29 unique values
0 missing
CATS2D_09_DLnumeric8 unique values
0 missing
GGI7numeric19 unique values
0 missing
P_VSA_m_3numeric14 unique values
0 missing
CATS2D_09_LLnumeric7 unique values
0 missing
GGI8numeric20 unique values
0 missing
P_VSA_MR_1numeric12 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
GGI9numeric19 unique values
0 missing
P_VSA_MR_2numeric13 unique values
0 missing
CATS2D_09_PLnumeric5 unique values
0 missing
GMTInumeric22 unique values
0 missing
P_VSA_MR_3numeric9 unique values
0 missing
CENTnumeric22 unique values
0 missing
GMTIVnumeric29 unique values
0 missing
P_VSA_MR_4numeric3 unique values
0 missing
Chi0_AEA.bo.numeric22 unique values
0 missing
GNarnumeric20 unique values
0 missing
P_VSA_MR_5numeric21 unique values
0 missing
Chi0_AEA.dm.numeric22 unique values
0 missing
H.numeric25 unique values
0 missing
P_VSA_MR_6numeric9 unique values
0 missing
Chi0_AEA.ed.numeric22 unique values
0 missing
H.046numeric6 unique values
0 missing
P_VSA_MR_7numeric11 unique values
0 missing
Chi0_AEA.ri.numeric22 unique values
0 missing
H.047numeric12 unique values
0 missing
P_VSA_p_1numeric12 unique values
0 missing
Chi0_EAnumeric22 unique values
0 missing
H.048numeric4 unique values
0 missing
P_VSA_p_2numeric18 unique values
0 missing
Chi0_EA.bo.numeric28 unique values
0 missing
H.049numeric2 unique values
0 missing
P_VSA_p_3numeric27 unique values
0 missing
Chi0_EA.dm.numeric25 unique values
0 missing
H.050numeric6 unique values
0 missing
P_VSA_s_2numeric14 unique values
0 missing
Chi0_EA.ed.numeric22 unique values
0 missing
H.051numeric3 unique values
0 missing
P_VSA_s_3numeric19 unique values
0 missing
Chi0_EA.ri.numeric24 unique values
0 missing
H.052numeric8 unique values
0 missing
P_VSA_s_4numeric17 unique values
0 missing
Chi1_AEA.bo.numeric21 unique values
0 missing
H.053numeric2 unique values
0 missing
P_VSA_s_5numeric3 unique values
0 missing
Chi1_AEA.dm.numeric21 unique values
0 missing
H.054numeric2 unique values
0 missing
P_VSA_s_6numeric18 unique values
0 missing
Chi1_AEA.ed.numeric21 unique values
0 missing
HDcpxnumeric21 unique values
0 missing
P_VSA_v_1numeric12 unique values
0 missing
Chi1_AEA.ri.numeric21 unique values
0 missing
HNarnumeric22 unique values
0 missing
P_VSA_v_2numeric18 unique values
0 missing
Chi1_EAnumeric21 unique values
0 missing
HVcpxnumeric22 unique values
0 missing
P_VSA_v_3numeric27 unique values
0 missing
Chi1_EA.bo.numeric28 unique values
0 missing
Hynumeric25 unique values
0 missing
PW2numeric18 unique values
0 missing
Chi1_EA.dm.numeric28 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
PW3numeric21 unique values
0 missing
Chi1_EA.ed.numeric22 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
PW4numeric18 unique values
0 missing
Chi1_EA.ri.numeric24 unique values
0 missing
IACnumeric27 unique values
0 missing
PW5numeric15 unique values
0 missing
CIC0numeric27 unique values
0 missing
IC0numeric27 unique values
0 missing
Qindexnumeric10 unique values
0 missing
CIC1numeric27 unique values
0 missing
IC1numeric27 unique values
0 missing
Ramnumeric8 unique values
0 missing
CIC2numeric27 unique values
0 missing
IC2numeric27 unique values
0 missing
RBFnumeric21 unique values
0 missing
CIC3numeric27 unique values
0 missing
IC3numeric27 unique values
0 missing
RBNnumeric7 unique values
0 missing
CIC4numeric26 unique values
0 missing
IC4numeric27 unique values
0 missing
Rbridnumeric2 unique values
0 missing
CIC5numeric25 unique values
0 missing
IC5numeric26 unique values
0 missing
RCInumeric5 unique values
0 missing
CIDnumeric22 unique values
0 missing
ICRnumeric22 unique values
0 missing
RDCHInumeric21 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IDDEnumeric20 unique values
0 missing
RDSQnumeric22 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IDDMnumeric22 unique values
0 missing
RFDnumeric5 unique values
0 missing
cRo5numeric2 unique values
0 missing
IDEnumeric22 unique values
0 missing
Rperimnumeric5 unique values
0 missing
CSInumeric22 unique values
0 missing
IDETnumeric22 unique values
0 missing
S0Knumeric22 unique values
0 missing
DBInumeric15 unique values
0 missing
IDMnumeric22 unique values
0 missing
S1Knumeric28 unique values
0 missing
D.Dtr05numeric22 unique values
0 missing
IDMTnumeric22 unique values
0 missing
S2Knumeric28 unique values
0 missing
D.Dtr06numeric22 unique values
0 missing
Infective.80numeric2 unique values
0 missing
S3Knumeric28 unique values
0 missing
D.Dtr09numeric22 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
SAaccnumeric18 unique values
0 missing
D.Dtr10numeric22 unique values
0 missing
ISIZnumeric20 unique values
0 missing
SAdonnumeric12 unique values
0 missing
DELSnumeric29 unique values
0 missing
IVDEnumeric21 unique values
0 missing
SAtotnumeric29 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
IVDMnumeric22 unique values
0 missing
SCBOnumeric19 unique values
0 missing
DLS_01numeric4 unique values
0 missing
JGI1numeric20 unique values
0 missing
SddsNnumeric5 unique values
0 missing
DLS_02numeric5 unique values
0 missing
JGI10numeric7 unique values
0 missing
SdOnumeric14 unique values
0 missing
DLS_03numeric4 unique values
0 missing
JGI2numeric17 unique values
0 missing
SdsCHnumeric20 unique values
0 missing
DLS_04numeric5 unique values
0 missing
JGI3numeric11 unique values
0 missing
SdsNnumeric10 unique values
0 missing
DLS_06numeric5 unique values
0 missing
JGI4numeric10 unique values
0 missing
SdssCnumeric15 unique values
0 missing
DLS_07numeric2 unique values
0 missing
JGI5numeric8 unique values
0 missing
Senumeric27 unique values
0 missing
DLS_consnumeric10 unique values
0 missing
JGI6numeric7 unique values
0 missing
Sinumeric27 unique values
0 missing
Dznumeric19 unique values
0 missing
JGI7numeric7 unique values
0 missing
SIC0numeric19 unique values
0 missing
ECCnumeric22 unique values
0 missing
JGI8numeric6 unique values
0 missing
SIC1numeric21 unique values
0 missing
Eig01_AEA.bo.numeric8 unique values
0 missing
JGI9numeric5 unique values
0 missing
SIC2numeric26 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
31
Number of instances (rows) of the dataset.
NumberOfFeatures
795
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
794
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
25.65
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
1.28
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
1.08
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.42
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
118.55
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
1.07
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.1
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.38
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
31
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.24
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
35098.03
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
3.31
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
6.24
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.57
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
5.57
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
1.7
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
37552.3
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.3
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.58
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
0.54
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
2.52
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
128.18
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.3
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.01
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.16
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4838
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4838
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4838
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4838
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4838
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4838
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4838
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4838
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4838
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4838
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4838
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4838
0 runs - estimation_procedure: 50 times Clustering
Define a new task