Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5155

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5155

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: CHEMBL5155 (TID: 101090), and it has 48 rows and 742 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.

744 features

pXC50 (target)numeric36 unique values
0 missing
molecule_id (row identifier)nominal48 unique values
0 missing
Eig01_EA.ed.numeric13 unique values
0 missing
MATS1snumeric36 unique values
0 missing
SpMin6_Bh.e.numeric40 unique values
0 missing
Eig01_EA.ri.numeric15 unique values
0 missing
MATS1vnumeric30 unique values
0 missing
SpMin6_Bh.i.numeric41 unique values
0 missing
Eig02_AEA.bo.numeric36 unique values
0 missing
MATS2enumeric40 unique values
0 missing
SM04_EA.ri.numeric44 unique values
0 missing
Eig02_AEA.dm.numeric20 unique values
0 missing
MATS2inumeric43 unique values
0 missing
SpMAD_EA.ri.numeric27 unique values
0 missing
Eig02_AEA.ed.numeric26 unique values
0 missing
MATS2mnumeric37 unique values
0 missing
Eig02_AEA.ri.numeric32 unique values
0 missing
Eig02_EAnumeric32 unique values
0 missing
MATS2pnumeric41 unique values
0 missing
SM06_EA.ed.numeric36 unique values
0 missing
Eig02_EA.bo.numeric22 unique values
0 missing
MATS2snumeric39 unique values
0 missing
SM07_EA.ed.numeric38 unique values
0 missing
Eig02_EA.dm.numeric10 unique values
0 missing
MATS2vnumeric43 unique values
0 missing
SM08_EA.ed.numeric36 unique values
0 missing
Eig02_EA.ed.numeric31 unique values
0 missing
MATS3enumeric41 unique values
0 missing
SM13_AEA.ed.numeric34 unique values
0 missing
Eig02_EA.ri.numeric37 unique values
0 missing
MATS3inumeric44 unique values
0 missing
SM14_AEA.ed.numeric37 unique values
0 missing
Eig03_AEA.bo.numeric35 unique values
0 missing
MATS3mnumeric37 unique values
0 missing
SM15_AEA.ed.numeric38 unique values
0 missing
Eig03_AEA.dm.numeric32 unique values
0 missing
MATS3pnumeric41 unique values
0 missing
AACnumeric35 unique values
0 missing
Eig03_AEA.ed.numeric32 unique values
0 missing
MATS3snumeric40 unique values
0 missing
AECCnumeric34 unique values
0 missing
Eig03_AEA.ri.numeric43 unique values
0 missing
MATS3vnumeric38 unique values
0 missing
ALOGPnumeric45 unique values
0 missing
Eig03_EAnumeric36 unique values
0 missing
MATS4enumeric40 unique values
0 missing
ALOGP2numeric46 unique values
0 missing
Eig03_EA.bo.numeric23 unique values
0 missing
MATS4inumeric41 unique values
0 missing
AMRnumeric46 unique values
0 missing
Eig03_EA.dm.numeric10 unique values
0 missing
MATS4mnumeric40 unique values
0 missing
AMWnumeric35 unique values
0 missing
Eig03_EA.ed.numeric37 unique values
0 missing
MATS4pnumeric39 unique values
0 missing
ARRnumeric22 unique values
0 missing
Eig03_EA.ri.numeric40 unique values
0 missing
MATS4snumeric39 unique values
0 missing
ATS1enumeric37 unique values
0 missing
Eig04_AEA.bo.numeric25 unique values
0 missing
MATS4vnumeric39 unique values
0 missing
ATS1inumeric40 unique values
0 missing
Eig04_AEA.dm.numeric26 unique values
0 missing
MATS5enumeric44 unique values
0 missing
ATS1mnumeric39 unique values
0 missing
Eig04_AEA.ed.numeric25 unique values
0 missing
MATS5inumeric44 unique values
0 missing
ATS1pnumeric42 unique values
0 missing
Eig04_AEA.ri.numeric16 unique values
0 missing
MATS5mnumeric42 unique values
0 missing
ATS1snumeric43 unique values
0 missing
Eig04_EAnumeric17 unique values
0 missing
MATS5pnumeric42 unique values
0 missing
ATS1vnumeric41 unique values
0 missing
Eig04_EA.bo.numeric27 unique values
0 missing
MATS5snumeric43 unique values
0 missing
ATS2enumeric43 unique values
0 missing
Eig04_EA.dm.numeric11 unique values
0 missing
MATS5vnumeric43 unique values
0 missing
ATS2inumeric43 unique values
0 missing
Eig04_EA.ed.numeric31 unique values
0 missing
MATS6enumeric40 unique values
0 missing
ATS2mnumeric42 unique values
0 missing
Eig04_EA.ri.numeric16 unique values
0 missing
MATS6inumeric42 unique values
0 missing
ATS2pnumeric40 unique values
0 missing
Eig05_AEA.bo.numeric31 unique values
0 missing
MATS6mnumeric39 unique values
0 missing
ATS2snumeric43 unique values
0 missing
Eig05_AEA.dm.numeric21 unique values
0 missing
MATS6pnumeric43 unique values
0 missing
ATS2vnumeric44 unique values
0 missing
Eig05_AEA.ed.numeric16 unique values
0 missing
MATS6snumeric41 unique values
0 missing
ATS3enumeric44 unique values
0 missing
Eig05_AEA.ri.numeric22 unique values
0 missing
MATS6vnumeric43 unique values
0 missing
ATS3inumeric46 unique values
0 missing
Eig05_EAnumeric20 unique values
0 missing
MATS7enumeric42 unique values
0 missing
ATS3mnumeric42 unique values
0 missing
Eig05_EA.bo.numeric36 unique values
0 missing
MATS7inumeric39 unique values
0 missing
ATS3pnumeric44 unique values
0 missing
Eig05_EA.dm.numeric9 unique values
0 missing
MATS7mnumeric42 unique values
0 missing
ATS3snumeric44 unique values
0 missing
Eig05_EA.ed.numeric20 unique values
0 missing
MATS7pnumeric43 unique values
0 missing
ATS3vnumeric44 unique values
0 missing
Eig05_EA.ri.numeric24 unique values
0 missing
MATS7snumeric41 unique values
0 missing
ATS4enumeric45 unique values
0 missing
Eig06_AEA.bo.numeric36 unique values
0 missing
MATS7vnumeric39 unique values
0 missing
ATS4inumeric46 unique values
0 missing
Eig06_AEA.dm.numeric23 unique values
0 missing
MATS8enumeric42 unique values
0 missing
ATS4mnumeric44 unique values
0 missing
Eig06_AEA.ed.numeric29 unique values
0 missing
MATS8inumeric41 unique values
0 missing
ATS4pnumeric43 unique values
0 missing
Eig06_AEA.ri.numeric43 unique values
0 missing
MATS8mnumeric38 unique values
0 missing
ATS4snumeric43 unique values
0 missing
Eig06_EAnumeric35 unique values
0 missing
MATS8pnumeric44 unique values
0 missing
ATS4vnumeric43 unique values
0 missing
Eig06_EA.bo.numeric36 unique values
0 missing
MATS8snumeric40 unique values
0 missing
ATS5enumeric46 unique values
0 missing
Eig06_EA.dm.numeric12 unique values
0 missing
MATS8vnumeric40 unique values
0 missing
ATS5inumeric43 unique values
0 missing
Eig06_EA.ed.numeric39 unique values
0 missing
MAXDNnumeric43 unique values
0 missing
ATS5mnumeric42 unique values
0 missing
Eig06_EA.ri.numeric43 unique values
0 missing
MAXDPnumeric43 unique values
0 missing
ATS5pnumeric46 unique values
0 missing
Eig07_AEA.bo.numeric30 unique values
0 missing
MCDnumeric23 unique values
0 missing
ATS5snumeric45 unique values
0 missing
Eig07_AEA.dm.numeric35 unique values
0 missing
MDDDnumeric39 unique values
0 missing
ATS5vnumeric43 unique values
0 missing
Eig07_AEA.ed.numeric29 unique values
0 missing
Menumeric16 unique values
0 missing
ATS6enumeric42 unique values
0 missing
Eig07_AEA.ri.numeric37 unique values
0 missing
Minumeric17 unique values
0 missing
ATS6inumeric45 unique values
0 missing
Eig07_EAnumeric33 unique values
0 missing
MLOGPnumeric33 unique values
0 missing
ATS6mnumeric44 unique values
0 missing
Eig07_EA.bo.numeric32 unique values
0 missing
MLOGP2numeric34 unique values
0 missing
ATS6pnumeric44 unique values
0 missing
Eig07_EA.dm.numeric7 unique values
0 missing
Mpnumeric27 unique values
0 missing
ATS6snumeric40 unique values
0 missing
Eig07_EA.ed.numeric36 unique values
0 missing
MPC01numeric12 unique values
0 missing
ATS6vnumeric42 unique values
0 missing
Eig07_EA.ri.numeric33 unique values
0 missing
MPC02numeric16 unique values
0 missing
ATS7enumeric43 unique values
0 missing
Eig08_AEA.bo.numeric37 unique values
0 missing
MPC03numeric18 unique values
0 missing
ATS7inumeric44 unique values
0 missing
Eig08_AEA.dm.numeric25 unique values
0 missing
MPC04numeric20 unique values
0 missing
ATS7mnumeric44 unique values
0 missing
Eig08_AEA.ed.numeric37 unique values
0 missing
MPC05numeric22 unique values
0 missing
ATS7pnumeric45 unique values
0 missing
Eig08_AEA.ri.numeric42 unique values
0 missing
MPC06numeric28 unique values
0 missing
ATS7snumeric43 unique values
0 missing
Eig08_EAnumeric36 unique values
0 missing
MPC07numeric30 unique values
0 missing
ATS7vnumeric43 unique values
0 missing
Eig08_EA.bo.numeric32 unique values
0 missing
MPC08numeric30 unique values
0 missing
ATS8enumeric45 unique values
0 missing
Eig08_EA.dm.numeric3 unique values
0 missing
MPC09numeric35 unique values
0 missing
ATS8inumeric44 unique values
0 missing
Eig08_EA.ed.numeric39 unique values
0 missing
MPC10numeric31 unique values
0 missing
ATS8mnumeric44 unique values
0 missing
Eig08_EA.ri.numeric43 unique values
0 missing
MSDnumeric39 unique values
0 missing
ATS8pnumeric44 unique values
0 missing
Eig09_AEA.bo.numeric22 unique values
0 missing
Mvnumeric29 unique values
0 missing
ATS8snumeric42 unique values
0 missing
Eig09_AEA.dm.numeric30 unique values
0 missing
MWnumeric35 unique values
0 missing
ATS8vnumeric40 unique values
0 missing
Eig09_AEA.ed.numeric35 unique values
0 missing
MWC01numeric12 unique values
0 missing
ATSC1enumeric28 unique values
0 missing
Eig09_AEA.ri.numeric33 unique values
0 missing
MWC02numeric21 unique values
0 missing
ATSC1inumeric40 unique values
0 missing
Eig09_EAnumeric36 unique values
0 missing
MWC03numeric28 unique values
0 missing
ATSC1mnumeric44 unique values
0 missing
Eig09_EA.bo.numeric17 unique values
0 missing
MWC04numeric34 unique values
0 missing
ATSC1pnumeric44 unique values
0 missing
Eig09_EA.ed.numeric38 unique values
0 missing
MWC05numeric37 unique values
0 missing
ATSC1snumeric46 unique values
0 missing
Eig09_EA.ri.numeric31 unique values
0 missing
MWC06numeric38 unique values
0 missing
ATSC1vnumeric44 unique values
0 missing
Eig10_AEA.bo.numeric24 unique values
0 missing
MWC07numeric37 unique values
0 missing
ATSC2enumeric42 unique values
0 missing
Eig10_AEA.dm.numeric18 unique values
0 missing
MWC08numeric38 unique values
0 missing
ATSC2inumeric45 unique values
0 missing
Eig10_AEA.ed.numeric35 unique values
0 missing
MWC09numeric37 unique values
0 missing
ATSC2mnumeric46 unique values
0 missing
Eig10_AEA.ri.numeric22 unique values
0 missing
MWC10numeric35 unique values
0 missing
ATSC2pnumeric45 unique values
0 missing
Eig10_EAnumeric21 unique values
0 missing
N.numeric26 unique values
0 missing
ATSC2snumeric46 unique values
0 missing
Eig10_EA.bo.numeric26 unique values
0 missing
N.067numeric2 unique values
0 missing
ATSC2vnumeric46 unique values
0 missing
Eig10_EA.ed.numeric35 unique values
0 missing
N.068numeric4 unique values
0 missing
ATSC3enumeric42 unique values
0 missing
Eig10_EA.ri.numeric21 unique values
0 missing
N.071numeric2 unique values
0 missing
ATSC3inumeric46 unique values
0 missing
Eig11_AEA.bo.numeric34 unique values
0 missing
N.072numeric3 unique values
0 missing
ATSC3mnumeric46 unique values
0 missing
Eig11_AEA.dm.numeric15 unique values
0 missing
N.073numeric2 unique values
0 missing
ATSC3pnumeric46 unique values
0 missing
Eig11_AEA.ed.numeric35 unique values
0 missing
N.074numeric2 unique values
0 missing
ATSC3snumeric46 unique values
0 missing
Eig11_AEA.ri.numeric39 unique values
0 missing
N.075numeric4 unique values
0 missing
ATSC3vnumeric46 unique values
0 missing
Eig11_EAnumeric36 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
ATSC4enumeric45 unique values
0 missing
Eig11_EA.bo.numeric33 unique values
0 missing
NaaCHnumeric6 unique values
0 missing
ATSC4inumeric46 unique values
0 missing
Eig11_EA.ed.numeric38 unique values
0 missing
NaaNnumeric4 unique values
0 missing
ATSC4mnumeric46 unique values
0 missing
Eig11_EA.ri.numeric40 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
ATSC4pnumeric46 unique values
0 missing
Eig12_AEA.bo.numeric12 unique values
0 missing
NaaOnumeric2 unique values
0 missing
ATSC4snumeric46 unique values
0 missing
Eig12_AEA.dm.numeric10 unique values
0 missing
NaaSnumeric2 unique values
0 missing
ATSC4vnumeric46 unique values
0 missing
Eig12_AEA.ed.numeric34 unique values
0 missing
NaasCnumeric5 unique values
0 missing
ATSC5enumeric45 unique values
0 missing
Eig12_AEA.ri.numeric32 unique values
0 missing
NaasNnumeric2 unique values
0 missing
ATSC5inumeric45 unique values
0 missing
Eig12_EAnumeric29 unique values
0 missing
nABnumeric5 unique values
0 missing
ATSC5mnumeric46 unique values
0 missing
Eig12_EA.bo.numeric11 unique values
0 missing
nArCNnumeric2 unique values
0 missing
ATSC5pnumeric46 unique values
0 missing
Eig12_EA.ed.numeric30 unique values
0 missing
nArCONH2numeric2 unique values
0 missing
ATSC5snumeric46 unique values
0 missing
Eig12_EA.ri.numeric34 unique values
0 missing
nArCONHRnumeric2 unique values
0 missing
ATSC5vnumeric46 unique values
0 missing
Eig13_AEA.bo.numeric14 unique values
0 missing
nArCONR2numeric2 unique values
0 missing
ATSC6enumeric41 unique values
0 missing
Eig13_AEA.dm.numeric15 unique values
0 missing
nArNR2numeric2 unique values
0 missing
ATSC6inumeric44 unique values
0 missing
Eig13_AEA.ed.numeric31 unique values
0 missing
nATnumeric22 unique values
0 missing
ATSC6mnumeric45 unique values
0 missing
Eig13_AEA.ri.numeric18 unique values
0 missing
nBMnumeric9 unique values
0 missing
ATSC6pnumeric45 unique values
0 missing
Eig13_EAnumeric11 unique values
0 missing
nBnznumeric2 unique values
0 missing
ATSC6snumeric45 unique values
0 missing
Eig13_EA.bo.numeric16 unique values
0 missing
nBOnumeric12 unique values
0 missing
ATSC6vnumeric45 unique values
0 missing
Eig13_EA.ed.numeric22 unique values
0 missing
nBTnumeric22 unique values
0 missing
ATSC7enumeric43 unique values
0 missing
Eig13_EA.ri.numeric17 unique values
0 missing
nCnumeric9 unique values
0 missing
ATSC7inumeric45 unique values
0 missing
Eig14_AEA.bo.numeric33 unique values
0 missing
nCarnumeric8 unique values
0 missing
ATSC7mnumeric45 unique values
0 missing
Eig14_AEA.dm.numeric11 unique values
0 missing
nCb.numeric3 unique values
0 missing
ATSC7pnumeric45 unique values
0 missing
Eig14_AEA.ed.numeric17 unique values
0 missing
nCbHnumeric3 unique values
0 missing
ATSC7snumeric45 unique values
0 missing
Eig14_AEA.ri.numeric13 unique values
0 missing
nCconjnumeric3 unique values
0 missing
ATSC7vnumeric45 unique values
0 missing
Eig14_EAnumeric8 unique values
0 missing
nCICnumeric3 unique values
0 missing
ATSC8enumeric40 unique values
0 missing
Eig14_EA.bo.numeric29 unique values
0 missing
nCIRnumeric3 unique values
0 missing
ATSC8inumeric41 unique values
0 missing
Eig14_EA.ed.numeric6 unique values
0 missing
nCpnumeric3 unique values
0 missing
ATSC8mnumeric45 unique values
0 missing
Eig14_EA.ri.numeric15 unique values
0 missing
nCqnumeric2 unique values
0 missing
ATSC8pnumeric45 unique values
0 missing
Eig15_AEA.bo.numeric32 unique values
0 missing
nCrqnumeric2 unique values
0 missing
ATSC8snumeric45 unique values
0 missing
Eig15_AEA.dm.numeric12 unique values
0 missing
nCrsnumeric6 unique values
0 missing
ATSC8vnumeric45 unique values
0 missing
Eig15_AEA.ed.numeric14 unique values
0 missing
nCrtnumeric2 unique values
0 missing
BACnumeric11 unique values
0 missing
Eig15_AEA.ri.numeric23 unique values
0 missing
nCsnumeric7 unique values
0 missing
BBInumeric16 unique values
0 missing
Eig15_EAnumeric15 unique values
0 missing
nCspnumeric2 unique values
0 missing
BIC0numeric26 unique values
0 missing
Eig15_EA.bo.numeric30 unique values
0 missing
nCsp2numeric11 unique values
0 missing
BIC1numeric36 unique values
0 missing
Eig15_EA.ed.numeric17 unique values
0 missing
nCsp3numeric14 unique values
0 missing
BIC2numeric35 unique values
0 missing
Eig15_EA.ri.numeric23 unique values
0 missing
nCtnumeric2 unique values
0 missing
BIC3numeric36 unique values
0 missing
Eta_alphanumeric26 unique values
0 missing
nDBnumeric3 unique values
0 missing
BIC4numeric33 unique values
0 missing
Eta_alpha_Anumeric13 unique values
0 missing
NdOnumeric3 unique values
0 missing
BIC5numeric33 unique values
0 missing
Eta_Bnumeric22 unique values
0 missing
NdsNnumeric2 unique values
0 missing
BIDnumeric13 unique values
0 missing
Eta_B_Anumeric9 unique values
0 missing
NdssCnumeric3 unique values
0 missing
BLInumeric41 unique values
0 missing
Eta_betanumeric33 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
BLTA96numeric30 unique values
0 missing
Eta_beta_Anumeric38 unique values
0 missing
nHnumeric17 unique values
0 missing
BLTD48numeric28 unique values
0 missing
Eta_betaPnumeric12 unique values
0 missing
nHAccnumeric4 unique values
0 missing
BLTF96numeric31 unique values
0 missing
Eta_betaP_Anumeric28 unique values
0 missing
nHDonnumeric4 unique values
0 missing
C.numeric30 unique values
0 missing
Eta_betaSnumeric21 unique values
0 missing
nHetnumeric5 unique values
0 missing
C.001numeric3 unique values
0 missing
Eta_betaS_Anumeric23 unique values
0 missing
nHMnumeric2 unique values
0 missing
C.002numeric6 unique values
0 missing
Eta_Cnumeric46 unique values
0 missing
nImidazolesnumeric2 unique values
0 missing
C.003numeric2 unique values
0 missing
Eta_C_Anumeric45 unique values
0 missing
nNnumeric5 unique values
0 missing
C.004numeric2 unique values
0 missing
Eta_epsinumeric34 unique values
0 missing
nN.C.N.numeric2 unique values
0 missing
C.005numeric4 unique values
0 missing
Eta_epsi_Anumeric29 unique values
0 missing
NNRSnumeric4 unique values
0 missing
C.006numeric9 unique values
0 missing
Eta_Fnumeric46 unique values
0 missing
nOnumeric4 unique values
0 missing
C.008numeric3 unique values
0 missing
Eta_F_Anumeric40 unique values
0 missing
nPyrazolesnumeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
Eta_FLnumeric45 unique values
0 missing
nPyridinesnumeric2 unique values
0 missing
C.024numeric6 unique values
0 missing
Eta_FL_Anumeric35 unique values
0 missing
nPyrimidinesnumeric2 unique values
0 missing
C.025numeric3 unique values
0 missing
Eta_Lnumeric45 unique values
0 missing
nPyrrolidinesnumeric2 unique values
0 missing
C.026numeric2 unique values
0 missing
Eta_L_Anumeric37 unique values
0 missing
nR05numeric2 unique values
0 missing
C.027numeric3 unique values
0 missing
Eta_sh_pnumeric28 unique values
0 missing
nR06numeric3 unique values
0 missing
C.028numeric2 unique values
0 missing
Eta_sh_xnumeric4 unique values
0 missing
nR09numeric2 unique values
0 missing
C.031numeric2 unique values
0 missing
Eta_sh_ynumeric32 unique values
0 missing
nRCONHRnumeric2 unique values
0 missing
C.033numeric2 unique values
0 missing
GATS1enumeric35 unique values
0 missing
nRCONR2numeric2 unique values
0 missing
C.034numeric2 unique values
0 missing
GATS1inumeric38 unique values
0 missing
nRNHRnumeric2 unique values
0 missing
C.040numeric3 unique values
0 missing
GATS1mnumeric41 unique values
0 missing
nRNR2numeric4 unique values
0 missing
C.041numeric2 unique values
0 missing
GATS1pnumeric43 unique values
0 missing
nROCONnumeric2 unique values
0 missing
C.042numeric2 unique values
0 missing
GATS1snumeric31 unique values
0 missing
nRORnumeric2 unique values
0 missing
C.043numeric2 unique values
0 missing
GATS1vnumeric41 unique values
0 missing
NRSnumeric3 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS2enumeric45 unique values
0 missing
nSnumeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS2inumeric44 unique values
0 missing
NsCH3numeric4 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS2mnumeric45 unique values
0 missing
nSKnumeric11 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GATS2pnumeric40 unique values
0 missing
NsNH2numeric2 unique values
0 missing
CATS2D_01_DAnumeric3 unique values
0 missing
GATS2snumeric37 unique values
0 missing
NssCH2numeric11 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
GATS2vnumeric39 unique values
0 missing
NssNHnumeric4 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
GATS3enumeric42 unique values
0 missing
NssOnumeric2 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
GATS3inumeric42 unique values
0 missing
NsssCHnumeric3 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
GATS3mnumeric34 unique values
0 missing
NsssNnumeric5 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
GATS3pnumeric42 unique values
0 missing
NssssCnumeric2 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
GATS3snumeric43 unique values
0 missing
nTBnumeric2 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
GATS3vnumeric43 unique values
0 missing
nThiazolesnumeric2 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS4enumeric44 unique values
0 missing
NtNnumeric2 unique values
0 missing
CATS2D_03_AAnumeric6 unique values
0 missing
GATS4inumeric42 unique values
0 missing
NtsCnumeric2 unique values
0 missing
CATS2D_03_ALnumeric10 unique values
0 missing
GATS4mnumeric40 unique values
0 missing
O.numeric20 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
GATS4pnumeric42 unique values
0 missing
O.058numeric3 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
GATS4snumeric45 unique values
0 missing
O.059numeric2 unique values
0 missing
CATS2D_03_LLnumeric6 unique values
0 missing
GATS4vnumeric40 unique values
0 missing
O.060numeric2 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS5enumeric44 unique values
0 missing
ON0numeric20 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS5inumeric37 unique values
0 missing
ON0Vnumeric43 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
GATS5mnumeric45 unique values
0 missing
ON1numeric30 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS5pnumeric42 unique values
0 missing
ON1Vnumeric46 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS5snumeric43 unique values
0 missing
PCDnumeric33 unique values
0 missing
CATS2D_04_DLnumeric3 unique values
0 missing
GATS5vnumeric43 unique values
0 missing
PCRnumeric29 unique values
0 missing
CATS2D_04_LLnumeric4 unique values
0 missing
GATS6enumeric44 unique values
0 missing
PDInumeric33 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS6inumeric43 unique values
0 missing
PHInumeric42 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
GATS6mnumeric42 unique values
0 missing
piIDnumeric30 unique values
0 missing
CATS2D_05_ALnumeric11 unique values
0 missing
GATS6pnumeric44 unique values
0 missing
piPC01numeric15 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS6snumeric43 unique values
0 missing
piPC02numeric28 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS6vnumeric43 unique values
0 missing
piPC03numeric32 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
GATS7enumeric44 unique values
0 missing
piPC04numeric36 unique values
0 missing
CATS2D_05_LLnumeric5 unique values
0 missing
GATS7inumeric40 unique values
0 missing
piPC05numeric37 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS7mnumeric41 unique values
0 missing
piPC06numeric38 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
GATS7pnumeric41 unique values
0 missing
piPC07numeric39 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
GATS7snumeric44 unique values
0 missing
piPC08numeric38 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GATS7vnumeric43 unique values
0 missing
piPC09numeric40 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS8enumeric45 unique values
0 missing
piPC10numeric39 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
GATS8inumeric43 unique values
0 missing
PJI2numeric5 unique values
0 missing
CATS2D_06_LLnumeric5 unique values
0 missing
GATS8mnumeric38 unique values
0 missing
Polnumeric18 unique values
0 missing
CATS2D_07_AAnumeric6 unique values
0 missing
GATS8pnumeric43 unique values
0 missing
Psi_e_0numeric46 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
GATS8snumeric44 unique values
0 missing
Psi_e_1numeric45 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS8vnumeric42 unique values
0 missing
Psi_e_Anumeric39 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GGI1numeric6 unique values
0 missing
Psi_i_0numeric43 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
GGI10numeric33 unique values
0 missing
Psi_i_1numeric46 unique values
0 missing
CATS2D_07_LLnumeric8 unique values
0 missing
GGI2numeric9 unique values
0 missing
Psi_i_Anumeric39 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
GGI3numeric24 unique values
0 missing
Psi_i_snumeric37 unique values
0 missing
CATS2D_08_ALnumeric10 unique values
0 missing
GGI4numeric30 unique values
0 missing
Psychotic.50numeric2 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
GGI5numeric30 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
GGI6numeric35 unique values
0 missing
P_VSA_e_1numeric19 unique values
0 missing
CATS2D_08_LLnumeric10 unique values
0 missing
GGI7numeric36 unique values
0 missing
P_VSA_e_2numeric46 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
GGI8numeric39 unique values
0 missing
P_VSA_e_3numeric21 unique values
0 missing
CATS2D_09_ALnumeric12 unique values
0 missing
GGI9numeric35 unique values
0 missing
P_VSA_e_5numeric6 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
GMTInumeric39 unique values
0 missing
P_VSA_i_1numeric2 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
GMTIVnumeric46 unique values
0 missing
P_VSA_i_2numeric46 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GNarnumeric25 unique values
0 missing
P_VSA_i_3numeric28 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
H.numeric29 unique values
0 missing
P_VSA_i_4numeric21 unique values
0 missing
CATS2D_09_LLnumeric6 unique values
0 missing
H.046numeric3 unique values
0 missing
P_VSA_LogP_1numeric8 unique values
0 missing
CENTnumeric37 unique values
0 missing
H.047numeric15 unique values
0 missing
P_VSA_LogP_2numeric32 unique values
0 missing
Chi0_AEA.bo.numeric33 unique values
0 missing
H.048numeric2 unique values
0 missing
P_VSA_LogP_3numeric12 unique values
0 missing
Chi0_AEA.dm.numeric33 unique values
0 missing
H.049numeric3 unique values
0 missing
P_VSA_LogP_4numeric19 unique values
0 missing
Chi0_AEA.ed.numeric33 unique values
0 missing
H.050numeric4 unique values
0 missing
P_VSA_LogP_5numeric22 unique values
0 missing
Chi0_AEA.ri.numeric33 unique values
0 missing
H.051numeric4 unique values
0 missing
P_VSA_LogP_6numeric4 unique values
0 missing
Chi0_EAnumeric33 unique values
0 missing
H.052numeric6 unique values
0 missing
P_VSA_LogP_7numeric21 unique values
0 missing
Chi0_EA.bo.numeric39 unique values
0 missing
H.053numeric2 unique values
0 missing
P_VSA_m_1numeric19 unique values
0 missing
Chi0_EA.dm.numeric38 unique values
0 missing
HDcpxnumeric27 unique values
0 missing
P_VSA_m_2numeric46 unique values
0 missing
Chi0_EA.ed.numeric39 unique values
0 missing
HNarnumeric22 unique values
0 missing
P_VSA_m_3numeric6 unique values
0 missing
Chi0_EA.ri.numeric46 unique values
0 missing
HVcpxnumeric36 unique values
0 missing
P_VSA_m_4numeric2 unique values
0 missing
Chi1_AEA.bo.numeric36 unique values
0 missing
Hynumeric27 unique values
0 missing
P_VSA_MR_1numeric17 unique values
0 missing
Chi1_AEA.dm.numeric36 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
P_VSA_MR_2numeric15 unique values
0 missing
Chi1_AEA.ed.numeric36 unique values
0 missing
IACnumeric35 unique values
0 missing
P_VSA_MR_3numeric2 unique values
0 missing
Chi1_AEA.ri.numeric36 unique values
0 missing
IC0numeric35 unique values
0 missing
P_VSA_MR_5numeric46 unique values
0 missing
Chi1_EAnumeric36 unique values
0 missing
IC1numeric45 unique values
0 missing
P_VSA_MR_6numeric23 unique values
0 missing
Chi1_EA.bo.numeric40 unique values
0 missing
IC2numeric46 unique values
0 missing
P_VSA_MR_7numeric6 unique values
0 missing
Chi1_EA.dm.numeric38 unique values
0 missing
IC3numeric42 unique values
0 missing
P_VSA_MR_8numeric2 unique values
0 missing
Chi1_EA.ed.numeric39 unique values
0 missing
IC4numeric42 unique values
0 missing
P_VSA_p_1numeric19 unique values
0 missing
Chi1_EA.ri.numeric46 unique values
0 missing
IC5numeric42 unique values
0 missing
P_VSA_p_2numeric25 unique values
0 missing
CIC0numeric34 unique values
0 missing
ICRnumeric32 unique values
0 missing
P_VSA_p_3numeric46 unique values
0 missing
CIC1numeric46 unique values
0 missing
IDDEnumeric32 unique values
0 missing
P_VSA_s_2numeric19 unique values
0 missing
CIC2numeric43 unique values
0 missing
IDDMnumeric25 unique values
0 missing
P_VSA_s_3numeric38 unique values
0 missing
CIC3numeric41 unique values
0 missing
IDEnumeric33 unique values
0 missing
P_VSA_s_4numeric28 unique values
0 missing
CIC4numeric43 unique values
0 missing
IDETnumeric37 unique values
0 missing
P_VSA_s_5numeric9 unique values
0 missing
CIC5numeric43 unique values
0 missing
IDMnumeric38 unique values
0 missing
P_VSA_s_6numeric13 unique values
0 missing
CIDnumeric29 unique values
0 missing
IDMTnumeric39 unique values
0 missing
CMC.80numeric2 unique values
0 missing
Infective.80numeric2 unique values
0 missing
CSInumeric36 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
DBInumeric19 unique values
0 missing
ISIZnumeric22 unique values
0 missing
D.Dtr05numeric39 unique values
0 missing
IVDEnumeric25 unique values
0 missing
D.Dtr06numeric39 unique values
0 missing
IVDMnumeric25 unique values
0 missing
D.Dtr09numeric39 unique values
0 missing
JGI1numeric25 unique values
0 missing
DECCnumeric34 unique values
0 missing
JGI10numeric4 unique values
0 missing
DELSnumeric46 unique values
0 missing
JGI2numeric14 unique values
0 missing
DLS_01numeric2 unique values
0 missing
JGI3numeric10 unique values
0 missing
DLS_02numeric3 unique values
0 missing
JGI4numeric14 unique values
0 missing
DLS_03numeric3 unique values
0 missing
JGI5numeric9 unique values
0 missing
DLS_04numeric5 unique values
0 missing
JGI6numeric8 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI7numeric6 unique values
0 missing
DLS_06numeric2 unique values
0 missing
JGI8numeric7 unique values
0 missing
DLS_consnumeric8 unique values
0 missing
JGI9numeric5 unique values
0 missing
Dznumeric24 unique values
0 missing
JGTnumeric32 unique values
0 missing
ECCnumeric32 unique values
0 missing
LLS_01numeric3 unique values
0 missing
Eig01_AEA.bo.numeric7 unique values
0 missing
LLS_02numeric3 unique values
0 missing
Eig01_AEA.dm.numeric21 unique values
0 missing
LOCnumeric27 unique values
0 missing
Eig01_AEA.ed.numeric11 unique values
0 missing
LPRSnumeric39 unique values
0 missing
Eig01_AEA.ri.numeric13 unique values
0 missing
MATS1enumeric35 unique values
0 missing
Eig01_EAnumeric11 unique values
0 missing
MATS1inumeric40 unique values
0 missing
Eig01_EA.bo.numeric4 unique values
0 missing
MATS1mnumeric31 unique values
0 missing
Eig01_EA.dm.numeric12 unique values
0 missing
MATS1pnumeric41 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
48
Number of instances (rows) of the dataset.
NumberOfFeatures
744
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
743
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
6.93
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
8746.24
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.75
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.9
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.63
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
3.67
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
176.49
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.32
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.08
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.02
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
0.11
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
15.5
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.6
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.17
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
29.24
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
0.14
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.08
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.17
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
48
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.92
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
51207.1
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
1.8
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
6.21
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.51
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5155
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5155
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5155
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5155
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5155
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5155
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5155
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5155
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5155
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5155
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5155
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5155
0 runs - estimation_procedure: 50 times Clustering
Define a new task