Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4335

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4335

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: CHEMBL4335 (TID: 12506), and it has 34 rows and 721 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.

723 features

pXC50 (target)numeric32 unique values
0 missing
molecule_id (row identifier)nominal34 unique values
0 missing
Eig03_AEA.bo.numeric23 unique values
0 missing
MATS4snumeric32 unique values
0 missing
P_VSA_LogP_4numeric7 unique values
0 missing
Eig03_AEA.dm.numeric17 unique values
0 missing
MATS5enumeric32 unique values
0 missing
MATS4vnumeric31 unique values
0 missing
Eig03_AEA.ed.numeric18 unique values
0 missing
MATS5inumeric28 unique values
0 missing
ATSC4mnumeric34 unique values
0 missing
Eig03_AEA.ri.numeric23 unique values
0 missing
MATS5mnumeric29 unique values
0 missing
N.072numeric2 unique values
0 missing
Eig03_EAnumeric20 unique values
0 missing
MATS5pnumeric31 unique values
0 missing
SpMax4_Bh.p.numeric23 unique values
0 missing
Eig03_EA.bo.numeric24 unique values
0 missing
MATS5snumeric29 unique values
0 missing
X2Avnumeric18 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
MATS5vnumeric31 unique values
0 missing
SpMin4_Bh.s.numeric22 unique values
0 missing
Eig03_EA.ed.numeric20 unique values
0 missing
MATS6enumeric30 unique values
0 missing
GATS4vnumeric30 unique values
0 missing
Eig03_EA.ri.numeric17 unique values
0 missing
MATS6inumeric32 unique values
0 missing
GATS5vnumeric32 unique values
0 missing
Eig04_AEA.bo.numeric21 unique values
0 missing
MATS6mnumeric27 unique values
0 missing
BLInumeric31 unique values
0 missing
Eig04_AEA.dm.numeric21 unique values
0 missing
MATS6pnumeric33 unique values
0 missing
X1Avnumeric28 unique values
0 missing
Eig04_AEA.ed.numeric21 unique values
0 missing
MATS6snumeric28 unique values
0 missing
GATS2inumeric31 unique values
0 missing
Eig04_AEA.ri.numeric22 unique values
0 missing
MATS6vnumeric32 unique values
0 missing
ATSC8pnumeric34 unique values
0 missing
Eig04_EAnumeric19 unique values
0 missing
MATS7enumeric33 unique values
0 missing
SpMax6_Bh.m.numeric30 unique values
0 missing
Eig04_EA.bo.numeric26 unique values
0 missing
MATS7inumeric28 unique values
0 missing
MATS3enumeric29 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
MATS7mnumeric31 unique values
0 missing
ATS1pnumeric32 unique values
0 missing
Eig04_EA.ed.numeric21 unique values
0 missing
MATS7pnumeric33 unique values
0 missing
X3Avnumeric17 unique values
0 missing
Eig04_EA.ri.numeric23 unique values
0 missing
MATS7snumeric33 unique values
0 missing
AACnumeric30 unique values
0 missing
Eig05_AEA.bo.numeric23 unique values
0 missing
MATS7vnumeric33 unique values
0 missing
AECCnumeric21 unique values
0 missing
Eig05_AEA.dm.numeric30 unique values
0 missing
MATS8enumeric31 unique values
0 missing
ALOGPnumeric33 unique values
0 missing
Eig05_AEA.ed.numeric21 unique values
0 missing
MATS8inumeric30 unique values
0 missing
ALOGP2numeric33 unique values
0 missing
Eig05_AEA.ri.numeric25 unique values
0 missing
MATS8mnumeric33 unique values
0 missing
AMRnumeric33 unique values
0 missing
Eig05_EAnumeric20 unique values
0 missing
MATS8pnumeric30 unique values
0 missing
AMWnumeric32 unique values
0 missing
Eig05_EA.bo.numeric24 unique values
0 missing
MATS8snumeric34 unique values
0 missing
ARRnumeric13 unique values
0 missing
Eig05_EA.ed.numeric21 unique values
0 missing
MATS8vnumeric33 unique values
0 missing
ATS1enumeric32 unique values
0 missing
Eig05_EA.ri.numeric25 unique values
0 missing
MAXDNnumeric33 unique values
0 missing
ATS1inumeric29 unique values
0 missing
Eig06_AEA.bo.numeric19 unique values
0 missing
MAXDPnumeric32 unique values
0 missing
ATS1mnumeric29 unique values
0 missing
Eig06_AEA.dm.numeric21 unique values
0 missing
MCDnumeric12 unique values
0 missing
ATS1snumeric31 unique values
0 missing
Eig06_AEA.ed.numeric17 unique values
0 missing
MDDDnumeric21 unique values
0 missing
ATS1vnumeric30 unique values
0 missing
Eig06_AEA.ri.numeric18 unique values
0 missing
Menumeric23 unique values
0 missing
ATS2enumeric32 unique values
0 missing
Eig06_EAnumeric18 unique values
0 missing
Minumeric22 unique values
0 missing
ATS2inumeric30 unique values
0 missing
Eig06_EA.bo.numeric15 unique values
0 missing
MLOGPnumeric24 unique values
0 missing
ATS2mnumeric32 unique values
0 missing
Eig06_EA.ed.numeric20 unique values
0 missing
MLOGP2numeric25 unique values
0 missing
ATS2pnumeric29 unique values
0 missing
Eig06_EA.ri.numeric18 unique values
0 missing
Mpnumeric25 unique values
0 missing
ATS2snumeric31 unique values
0 missing
Eig07_AEA.bo.numeric15 unique values
0 missing
MPC01numeric7 unique values
0 missing
ATS2vnumeric32 unique values
0 missing
Eig07_AEA.dm.numeric24 unique values
0 missing
MPC02numeric10 unique values
0 missing
ATS3enumeric32 unique values
0 missing
Eig07_AEA.ed.numeric14 unique values
0 missing
MPC03numeric13 unique values
0 missing
ATS3inumeric33 unique values
0 missing
Eig07_AEA.ri.numeric17 unique values
0 missing
MPC04numeric14 unique values
0 missing
ATS3mnumeric34 unique values
0 missing
Eig07_EAnumeric16 unique values
0 missing
MPC05numeric15 unique values
0 missing
ATS3pnumeric33 unique values
0 missing
Eig07_EA.bo.numeric19 unique values
0 missing
MPC06numeric17 unique values
0 missing
ATS3snumeric32 unique values
0 missing
Eig07_EA.ed.numeric16 unique values
0 missing
MPC07numeric18 unique values
0 missing
ATS3vnumeric32 unique values
0 missing
Eig07_EA.ri.numeric17 unique values
0 missing
MPC08numeric20 unique values
0 missing
ATS4enumeric33 unique values
0 missing
Eig08_AEA.bo.numeric22 unique values
0 missing
MPC09numeric19 unique values
0 missing
ATS4inumeric31 unique values
0 missing
Eig08_AEA.dm.numeric34 unique values
0 missing
MPC10numeric18 unique values
0 missing
ATS4mnumeric33 unique values
0 missing
Eig08_AEA.ed.numeric15 unique values
0 missing
MSDnumeric21 unique values
0 missing
ATS4pnumeric32 unique values
0 missing
Eig08_AEA.ri.numeric17 unique values
0 missing
Mvnumeric28 unique values
0 missing
ATS4snumeric31 unique values
0 missing
Eig08_EAnumeric15 unique values
0 missing
MWnumeric32 unique values
0 missing
ATS4vnumeric33 unique values
0 missing
Eig08_EA.bo.numeric24 unique values
0 missing
MWC01numeric7 unique values
0 missing
ATS5enumeric32 unique values
0 missing
Eig08_EA.ed.numeric15 unique values
0 missing
MWC02numeric12 unique values
0 missing
ATS5inumeric32 unique values
0 missing
Eig08_EA.ri.numeric21 unique values
0 missing
MWC03numeric16 unique values
0 missing
ATS5mnumeric33 unique values
0 missing
Eig09_AEA.bo.numeric23 unique values
0 missing
MWC04numeric20 unique values
0 missing
ATS5pnumeric32 unique values
0 missing
Eig09_AEA.dm.numeric31 unique values
0 missing
MWC05numeric20 unique values
0 missing
ATS5snumeric34 unique values
0 missing
Eig09_AEA.ed.numeric15 unique values
0 missing
MWC06numeric20 unique values
0 missing
ATS5vnumeric32 unique values
0 missing
Eig09_AEA.ri.numeric21 unique values
0 missing
MWC07numeric21 unique values
0 missing
ATS6enumeric32 unique values
0 missing
Eig09_EAnumeric17 unique values
0 missing
MWC08numeric20 unique values
0 missing
ATS6inumeric34 unique values
0 missing
Eig09_EA.bo.numeric21 unique values
0 missing
MWC09numeric20 unique values
0 missing
ATS6mnumeric34 unique values
0 missing
Eig09_EA.ed.numeric17 unique values
0 missing
MWC10numeric21 unique values
0 missing
ATS6pnumeric33 unique values
0 missing
Eig09_EA.ri.numeric20 unique values
0 missing
N.numeric16 unique values
0 missing
ATS6snumeric34 unique values
0 missing
Eig10_AEA.bo.numeric17 unique values
0 missing
N.068numeric2 unique values
0 missing
ATS6vnumeric34 unique values
0 missing
Eig10_AEA.dm.numeric25 unique values
0 missing
N.073numeric2 unique values
0 missing
ATS7enumeric34 unique values
0 missing
Eig10_AEA.ed.numeric18 unique values
0 missing
N.074numeric2 unique values
0 missing
ATS7inumeric34 unique values
0 missing
Eig10_AEA.ri.numeric19 unique values
0 missing
N.075numeric3 unique values
0 missing
ATS7mnumeric34 unique values
0 missing
Eig10_EAnumeric15 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
ATS7pnumeric34 unique values
0 missing
Eig10_EA.bo.numeric14 unique values
0 missing
NaaCHnumeric6 unique values
0 missing
ATS7snumeric34 unique values
0 missing
Eig10_EA.ed.numeric18 unique values
0 missing
NaaNnumeric3 unique values
0 missing
ATS7vnumeric32 unique values
0 missing
Eig10_EA.ri.numeric19 unique values
0 missing
NaaOnumeric2 unique values
0 missing
ATS8enumeric34 unique values
0 missing
Eig11_AEA.bo.numeric21 unique values
0 missing
NaasCnumeric5 unique values
0 missing
ATS8inumeric33 unique values
0 missing
Eig11_AEA.dm.numeric27 unique values
0 missing
nABnumeric3 unique values
0 missing
ATS8mnumeric33 unique values
0 missing
Eig11_AEA.ed.numeric12 unique values
0 missing
nArCONHRnumeric2 unique values
0 missing
ATS8pnumeric34 unique values
0 missing
Eig11_AEA.ri.numeric21 unique values
0 missing
nArCONR2numeric2 unique values
0 missing
ATS8snumeric34 unique values
0 missing
Eig11_EAnumeric15 unique values
0 missing
nArCOORnumeric2 unique values
0 missing
ATS8vnumeric34 unique values
0 missing
Eig11_EA.bo.numeric20 unique values
0 missing
nArORnumeric3 unique values
0 missing
ATSC1enumeric30 unique values
0 missing
Eig11_EA.ed.numeric17 unique values
0 missing
nArXnumeric4 unique values
0 missing
ATSC1inumeric31 unique values
0 missing
Eig11_EA.ri.numeric21 unique values
0 missing
nATnumeric13 unique values
0 missing
ATSC1mnumeric33 unique values
0 missing
Eig12_AEA.bo.numeric19 unique values
0 missing
nBMnumeric6 unique values
0 missing
ATSC1pnumeric33 unique values
0 missing
Eig12_AEA.dm.numeric21 unique values
0 missing
nBOnumeric7 unique values
0 missing
ATSC1snumeric33 unique values
0 missing
Eig12_AEA.ed.numeric16 unique values
0 missing
nBTnumeric13 unique values
0 missing
ATSC1vnumeric33 unique values
0 missing
Eig12_AEA.ri.numeric21 unique values
0 missing
nCnumeric7 unique values
0 missing
ATSC2enumeric32 unique values
0 missing
Eig12_EAnumeric19 unique values
0 missing
nCarnumeric3 unique values
0 missing
ATSC2inumeric33 unique values
0 missing
Eig12_EA.bo.numeric22 unique values
0 missing
nCb.numeric4 unique values
0 missing
ATSC2mnumeric33 unique values
0 missing
Eig12_EA.ed.numeric16 unique values
0 missing
nCbHnumeric4 unique values
0 missing
ATSC2pnumeric33 unique values
0 missing
Eig12_EA.ri.numeric20 unique values
0 missing
nCconjnumeric5 unique values
0 missing
ATSC2snumeric34 unique values
0 missing
Eig13_AEA.bo.numeric20 unique values
0 missing
nCICnumeric2 unique values
0 missing
ATSC2vnumeric33 unique values
0 missing
Eig13_AEA.dm.numeric22 unique values
0 missing
nCIRnumeric2 unique values
0 missing
ATSC3enumeric33 unique values
0 missing
Eig13_AEA.ed.numeric16 unique values
0 missing
nCLnumeric5 unique values
0 missing
ATSC3inumeric33 unique values
0 missing
Eig13_AEA.ri.numeric18 unique values
0 missing
nC.N.N.numeric2 unique values
0 missing
ATSC3mnumeric33 unique values
0 missing
Eig13_EAnumeric16 unique values
0 missing
nCpnumeric3 unique values
0 missing
ATSC3pnumeric34 unique values
0 missing
Eig13_EA.bo.numeric20 unique values
0 missing
nCrsnumeric3 unique values
0 missing
ATSC3snumeric34 unique values
0 missing
Eig13_EA.ed.numeric16 unique values
0 missing
nCRX3numeric2 unique values
0 missing
ATSC3vnumeric34 unique values
0 missing
Eig13_EA.ri.numeric18 unique values
0 missing
nCsnumeric5 unique values
0 missing
ATSC4enumeric33 unique values
0 missing
Eig14_AEA.bo.numeric24 unique values
0 missing
nCsp2numeric4 unique values
0 missing
ATSC4inumeric34 unique values
0 missing
Eig14_AEA.dm.numeric18 unique values
0 missing
nCsp3numeric6 unique values
0 missing
ATSC4pnumeric34 unique values
0 missing
Eig14_AEA.ed.numeric19 unique values
0 missing
nDBnumeric5 unique values
0 missing
ATSC4snumeric34 unique values
0 missing
Eig14_AEA.ri.numeric23 unique values
0 missing
NdCH2numeric2 unique values
0 missing
ATSC4vnumeric34 unique values
0 missing
Eig14_EAnumeric19 unique values
0 missing
NdOnumeric2 unique values
0 missing
ATSC5enumeric34 unique values
0 missing
Eig14_EA.bo.numeric22 unique values
0 missing
NdsCHnumeric4 unique values
0 missing
ATSC5inumeric34 unique values
0 missing
Eig14_EA.ed.numeric19 unique values
0 missing
NdsNnumeric2 unique values
0 missing
ATSC5mnumeric34 unique values
0 missing
Eig14_EA.ri.numeric23 unique values
0 missing
NdssCnumeric3 unique values
0 missing
ATSC5pnumeric34 unique values
0 missing
Eig15_AEA.bo.numeric22 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
ATSC5snumeric34 unique values
0 missing
Eig15_AEA.dm.numeric26 unique values
0 missing
nFnumeric5 unique values
0 missing
ATSC5vnumeric34 unique values
0 missing
Eig15_AEA.ed.numeric20 unique values
0 missing
nHnumeric11 unique values
0 missing
ATSC6enumeric34 unique values
0 missing
Eig15_AEA.ri.numeric22 unique values
0 missing
nHAccnumeric7 unique values
0 missing
ATSC6inumeric33 unique values
0 missing
Eig15_EAnumeric18 unique values
0 missing
nHDonnumeric2 unique values
0 missing
ATSC6mnumeric34 unique values
0 missing
Eig15_EA.bo.numeric23 unique values
0 missing
nHetnumeric5 unique values
0 missing
ATSC6pnumeric34 unique values
0 missing
Eig15_EA.ed.numeric21 unique values
0 missing
nHMnumeric5 unique values
0 missing
ATSC6snumeric34 unique values
0 missing
Eig15_EA.ri.numeric22 unique values
0 missing
nImidazolesnumeric2 unique values
0 missing
ATSC6vnumeric34 unique values
0 missing
Eta_alphanumeric22 unique values
0 missing
nNnumeric4 unique values
0 missing
ATSC7enumeric32 unique values
0 missing
Eta_alpha_Anumeric16 unique values
0 missing
NNRSnumeric2 unique values
0 missing
ATSC7inumeric34 unique values
0 missing
Eta_Bnumeric16 unique values
0 missing
nOnumeric5 unique values
0 missing
ATSC7mnumeric34 unique values
0 missing
Eta_B_Anumeric6 unique values
0 missing
nPyridinesnumeric2 unique values
0 missing
ATSC7pnumeric34 unique values
0 missing
Eta_betanumeric19 unique values
0 missing
nPyrrolidinesnumeric2 unique values
0 missing
ATSC7snumeric34 unique values
0 missing
Eta_beta_Anumeric24 unique values
0 missing
nR03numeric2 unique values
0 missing
ATSC7vnumeric34 unique values
0 missing
Eta_betaPnumeric10 unique values
0 missing
nR05numeric2 unique values
0 missing
ATSC8enumeric33 unique values
0 missing
Eta_betaP_Anumeric18 unique values
0 missing
nR09numeric2 unique values
0 missing
ATSC8inumeric33 unique values
0 missing
Eta_betaSnumeric13 unique values
0 missing
nR10numeric2 unique values
0 missing
ATSC8mnumeric34 unique values
0 missing
Eta_betaS_Anumeric16 unique values
0 missing
nRCOnumeric2 unique values
0 missing
ATSC8snumeric34 unique values
0 missing
Eta_Cnumeric34 unique values
0 missing
nR.Cpnumeric2 unique values
0 missing
ATSC8vnumeric34 unique values
0 missing
Eta_C_Anumeric32 unique values
0 missing
nR.Csnumeric5 unique values
0 missing
BACnumeric9 unique values
0 missing
Eta_epsinumeric32 unique values
0 missing
nR.Ctnumeric2 unique values
0 missing
BBInumeric10 unique values
0 missing
Eta_epsi_Anumeric27 unique values
0 missing
nRNR2numeric2 unique values
0 missing
BIC0numeric24 unique values
0 missing
Eta_Fnumeric34 unique values
0 missing
NRSnumeric2 unique values
0 missing
BIC1numeric29 unique values
0 missing
Eta_F_Anumeric30 unique values
0 missing
NsCH3numeric3 unique values
0 missing
BIC2numeric31 unique values
0 missing
Eta_FLnumeric33 unique values
0 missing
NsClnumeric5 unique values
0 missing
BIC3numeric23 unique values
0 missing
Eta_FL_Anumeric24 unique values
0 missing
NsFnumeric5 unique values
0 missing
BIC4numeric22 unique values
0 missing
Eta_Lnumeric33 unique values
0 missing
nSKnumeric6 unique values
0 missing
BIC5numeric21 unique values
0 missing
Eta_L_Anumeric22 unique values
0 missing
NssCH2numeric4 unique values
0 missing
BIDnumeric10 unique values
0 missing
Eta_sh_pnumeric23 unique values
0 missing
NssNHnumeric2 unique values
0 missing
BLTA96numeric24 unique values
0 missing
Eta_sh_xnumeric2 unique values
0 missing
NssOnumeric4 unique values
0 missing
BLTD48numeric23 unique values
0 missing
Eta_sh_ynumeric23 unique values
0 missing
NsssCHnumeric2 unique values
0 missing
BLTF96numeric23 unique values
0 missing
F.083numeric2 unique values
0 missing
NsssNnumeric2 unique values
0 missing
C.numeric16 unique values
0 missing
F.084numeric5 unique values
0 missing
NssssCnumeric2 unique values
0 missing
C.001numeric3 unique values
0 missing
GATS1enumeric28 unique values
0 missing
nXnumeric3 unique values
0 missing
C.002numeric4 unique values
0 missing
GATS1inumeric31 unique values
0 missing
O.numeric20 unique values
0 missing
C.005numeric3 unique values
0 missing
GATS1mnumeric30 unique values
0 missing
O.058numeric2 unique values
0 missing
C.006numeric3 unique values
0 missing
GATS1pnumeric33 unique values
0 missing
O.060numeric4 unique values
0 missing
C.008numeric2 unique values
0 missing
GATS1snumeric26 unique values
0 missing
ON0numeric14 unique values
0 missing
C.013numeric2 unique values
0 missing
GATS1vnumeric31 unique values
0 missing
ON0Vnumeric26 unique values
0 missing
C.015numeric2 unique values
0 missing
GATS2enumeric29 unique values
0 missing
ON1numeric16 unique values
0 missing
C.016numeric4 unique values
0 missing
GATS2mnumeric30 unique values
0 missing
ON1Vnumeric29 unique values
0 missing
C.017numeric2 unique values
0 missing
GATS2pnumeric29 unique values
0 missing
PCDnumeric26 unique values
0 missing
C.018numeric2 unique values
0 missing
GATS2snumeric28 unique values
0 missing
PCRnumeric23 unique values
0 missing
C.019numeric3 unique values
0 missing
GATS2vnumeric30 unique values
0 missing
PDInumeric25 unique values
0 missing
C.024numeric6 unique values
0 missing
GATS3enumeric31 unique values
0 missing
PHInumeric32 unique values
0 missing
C.025numeric3 unique values
0 missing
GATS3inumeric33 unique values
0 missing
piIDnumeric25 unique values
0 missing
C.026numeric4 unique values
0 missing
GATS3mnumeric29 unique values
0 missing
piPC01numeric11 unique values
0 missing
C.028numeric2 unique values
0 missing
GATS3pnumeric28 unique values
0 missing
piPC02numeric18 unique values
0 missing
C.033numeric2 unique values
0 missing
GATS3snumeric31 unique values
0 missing
piPC03numeric23 unique values
0 missing
C.034numeric2 unique values
0 missing
GATS3vnumeric29 unique values
0 missing
piPC04numeric23 unique values
0 missing
C.038numeric2 unique values
0 missing
GATS4enumeric33 unique values
0 missing
piPC05numeric24 unique values
0 missing
C.039numeric2 unique values
0 missing
GATS4inumeric29 unique values
0 missing
piPC06numeric26 unique values
0 missing
C.040numeric3 unique values
0 missing
GATS4mnumeric32 unique values
0 missing
piPC07numeric26 unique values
0 missing
C.043numeric3 unique values
0 missing
GATS4pnumeric33 unique values
0 missing
piPC08numeric26 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
GATS4snumeric32 unique values
0 missing
piPC09numeric26 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
GATS5enumeric32 unique values
0 missing
piPC10numeric26 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
GATS5inumeric31 unique values
0 missing
PJI2numeric4 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
GATS5mnumeric28 unique values
0 missing
Polnumeric11 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GATS5pnumeric32 unique values
0 missing
Psi_e_0numeric34 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
GATS5snumeric34 unique values
0 missing
Psi_e_1numeric34 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
GATS6enumeric31 unique values
0 missing
Psi_e_Anumeric33 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS6inumeric30 unique values
0 missing
Psi_i_0numeric33 unique values
0 missing
CATS2D_03_ALnumeric10 unique values
0 missing
GATS6mnumeric31 unique values
0 missing
Psi_i_1numeric33 unique values
0 missing
CATS2D_03_DLnumeric3 unique values
0 missing
GATS6pnumeric33 unique values
0 missing
Psi_i_Anumeric33 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
GATS6snumeric32 unique values
0 missing
Psi_i_snumeric31 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS6vnumeric33 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
CATS2D_04_ALnumeric10 unique values
0 missing
GATS7enumeric33 unique values
0 missing
P_VSA_e_1numeric11 unique values
0 missing
CATS2D_04_DLnumeric2 unique values
0 missing
GATS7inumeric32 unique values
0 missing
P_VSA_e_2numeric33 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
GATS7mnumeric31 unique values
0 missing
P_VSA_e_3numeric7 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS7pnumeric30 unique values
0 missing
P_VSA_e_4numeric5 unique values
0 missing
CATS2D_05_ALnumeric12 unique values
0 missing
GATS7snumeric34 unique values
0 missing
P_VSA_e_5numeric9 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
GATS7vnumeric33 unique values
0 missing
P_VSA_e_6numeric5 unique values
0 missing
CATS2D_05_LLnumeric9 unique values
0 missing
GATS8enumeric33 unique values
0 missing
P_VSA_i_2numeric33 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
GATS8inumeric32 unique values
0 missing
P_VSA_i_3numeric30 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
GATS8mnumeric32 unique values
0 missing
P_VSA_i_4numeric15 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS8pnumeric30 unique values
0 missing
P_VSA_LogP_1numeric6 unique values
0 missing
CATS2D_06_DLnumeric2 unique values
0 missing
GATS8snumeric33 unique values
0 missing
P_VSA_LogP_2numeric11 unique values
0 missing
CATS2D_06_LLnumeric11 unique values
0 missing
GATS8vnumeric32 unique values
0 missing
P_VSA_LogP_3numeric6 unique values
0 missing
CATS2D_07_AAnumeric6 unique values
0 missing
GGI1numeric6 unique values
0 missing
P_VSA_LogP_5numeric22 unique values
0 missing
CATS2D_07_ALnumeric10 unique values
0 missing
GGI10numeric15 unique values
0 missing
P_VSA_LogP_6numeric6 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GGI2numeric7 unique values
0 missing
P_VSA_LogP_7numeric11 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
GGI3numeric12 unique values
0 missing
P_VSA_LogP_8numeric6 unique values
0 missing
CATS2D_07_LLnumeric12 unique values
0 missing
GGI4numeric17 unique values
0 missing
P_VSA_m_1numeric11 unique values
0 missing
CATS2D_08_AAnumeric6 unique values
0 missing
GGI5numeric19 unique values
0 missing
P_VSA_m_2numeric33 unique values
0 missing
CATS2D_08_ALnumeric9 unique values
0 missing
GGI6numeric19 unique values
0 missing
P_VSA_m_3numeric17 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
GGI7numeric20 unique values
0 missing
P_VSA_m_4numeric5 unique values
0 missing
CATS2D_08_DLnumeric2 unique values
0 missing
GGI8numeric19 unique values
0 missing
P_VSA_MR_1numeric20 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
GGI9numeric18 unique values
0 missing
P_VSA_MR_2numeric13 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
GMTInumeric21 unique values
0 missing
P_VSA_MR_5numeric14 unique values
0 missing
CATS2D_09_ALnumeric7 unique values
0 missing
GMTIVnumeric30 unique values
0 missing
P_VSA_MR_6numeric23 unique values
0 missing
CATS2D_09_LLnumeric12 unique values
0 missing
GNarnumeric13 unique values
0 missing
P_VSA_MR_7numeric14 unique values
0 missing
CENTnumeric20 unique values
0 missing
H.numeric17 unique values
0 missing
P_VSA_p_1numeric24 unique values
0 missing
Chi0_AEA.bo.numeric18 unique values
0 missing
H.046numeric4 unique values
0 missing
P_VSA_p_2numeric12 unique values
0 missing
Chi0_AEA.dm.numeric18 unique values
0 missing
H.047numeric7 unique values
0 missing
P_VSA_p_3numeric33 unique values
0 missing
Chi0_AEA.ed.numeric18 unique values
0 missing
H.050numeric2 unique values
0 missing
P_VSA_s_2numeric12 unique values
0 missing
Chi0_AEA.ri.numeric18 unique values
0 missing
H.051numeric3 unique values
0 missing
P_VSA_s_3numeric33 unique values
0 missing
Chi0_EAnumeric18 unique values
0 missing
H.052numeric3 unique values
0 missing
P_VSA_s_4numeric19 unique values
0 missing
Chi0_EA.bo.numeric25 unique values
0 missing
HDcpxnumeric13 unique values
0 missing
P_VSA_s_5numeric2 unique values
0 missing
Chi0_EA.dm.numeric34 unique values
0 missing
HNarnumeric14 unique values
0 missing
P_VSA_s_6numeric23 unique values
0 missing
Chi0_EA.ed.numeric21 unique values
0 missing
HVcpxnumeric20 unique values
0 missing
P_VSA_v_1numeric11 unique values
0 missing
Chi0_EA.ri.numeric27 unique values
0 missing
Hynumeric16 unique values
0 missing
P_VSA_v_2numeric19 unique values
0 missing
Chi1_AEA.bo.numeric21 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
P_VSA_v_3numeric33 unique values
0 missing
Chi1_AEA.dm.numeric21 unique values
0 missing
IACnumeric31 unique values
0 missing
PW2numeric11 unique values
0 missing
Chi1_AEA.ed.numeric21 unique values
0 missing
IC0numeric30 unique values
0 missing
PW3numeric17 unique values
0 missing
Chi1_AEA.ri.numeric21 unique values
0 missing
IC1numeric30 unique values
0 missing
PW4numeric17 unique values
0 missing
Chi1_EAnumeric21 unique values
0 missing
IC2numeric34 unique values
0 missing
PW5numeric14 unique values
0 missing
Chi1_EA.bo.numeric26 unique values
0 missing
IC3numeric30 unique values
0 missing
Qindexnumeric6 unique values
0 missing
Chi1_EA.dm.numeric34 unique values
0 missing
IC4numeric26 unique values
0 missing
Ramnumeric5 unique values
0 missing
Chi1_EA.ed.numeric21 unique values
0 missing
IC5numeric25 unique values
0 missing
RBFnumeric18 unique values
0 missing
Chi1_EA.ri.numeric27 unique values
0 missing
ICRnumeric19 unique values
0 missing
RBNnumeric6 unique values
0 missing
CIC0numeric31 unique values
0 missing
IDDEnumeric16 unique values
0 missing
RCInumeric3 unique values
0 missing
CIC1numeric31 unique values
0 missing
IDDMnumeric18 unique values
0 missing
RDCHInumeric21 unique values
0 missing
CIC2numeric34 unique values
0 missing
IDEnumeric21 unique values
0 missing
CIC3numeric30 unique values
0 missing
IDETnumeric21 unique values
0 missing
CIC4numeric25 unique values
0 missing
IDMnumeric19 unique values
0 missing
CIC5numeric24 unique values
0 missing
IDMTnumeric21 unique values
0 missing
CIDnumeric16 unique values
0 missing
Infective.80numeric2 unique values
0 missing
Cl.089numeric5 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
CMC.50numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ISIZnumeric13 unique values
0 missing
cRo5numeric2 unique values
0 missing
IVDEnumeric14 unique values
0 missing
CSInumeric21 unique values
0 missing
IVDMnumeric14 unique values
0 missing
DBInumeric13 unique values
0 missing
JGI1numeric14 unique values
0 missing
D.Dtr03numeric3 unique values
0 missing
JGI10numeric7 unique values
0 missing
D.Dtr05numeric12 unique values
0 missing
JGI2numeric10 unique values
0 missing
D.Dtr06numeric21 unique values
0 missing
JGI3numeric13 unique values
0 missing
D.Dtr09numeric7 unique values
0 missing
JGI4numeric11 unique values
0 missing
D.Dtr10numeric16 unique values
0 missing
JGI5numeric7 unique values
0 missing
DECCnumeric20 unique values
0 missing
JGI6numeric9 unique values
0 missing
DELSnumeric34 unique values
0 missing
JGI7numeric6 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI8numeric4 unique values
0 missing
DLS_01numeric3 unique values
0 missing
JGI9numeric7 unique values
0 missing
DLS_02numeric3 unique values
0 missing
JGTnumeric19 unique values
0 missing
DLS_03numeric3 unique values
0 missing
LLS_01numeric4 unique values
0 missing
DLS_04numeric5 unique values
0 missing
LLS_02numeric4 unique values
0 missing
DLS_05numeric2 unique values
0 missing
LOCnumeric15 unique values
0 missing
DLS_06numeric3 unique values
0 missing
LPRSnumeric21 unique values
0 missing
DLS_consnumeric13 unique values
0 missing
MATS1enumeric24 unique values
0 missing
Dznumeric18 unique values
0 missing
MATS1inumeric25 unique values
0 missing
ECCnumeric20 unique values
0 missing
MATS1mnumeric29 unique values
0 missing
Eig01_AEA.bo.numeric16 unique values
0 missing
MATS1pnumeric21 unique values
0 missing
Eig01_AEA.dm.numeric27 unique values
0 missing
MATS1snumeric23 unique values
0 missing
Eig01_AEA.ed.numeric14 unique values
0 missing
MATS1vnumeric21 unique values
0 missing
Eig01_AEA.ri.numeric20 unique values
0 missing
MATS2enumeric29 unique values
0 missing
Eig01_EAnumeric17 unique values
0 missing
MATS2inumeric29 unique values
0 missing
Eig01_EA.bo.numeric16 unique values
0 missing
MATS2mnumeric28 unique values
0 missing
Eig01_EA.dm.numeric6 unique values
0 missing
MATS2pnumeric30 unique values
0 missing
Eig01_EA.ed.numeric18 unique values
0 missing
MATS2snumeric25 unique values
0 missing
Eig01_EA.ri.numeric21 unique values
0 missing
MATS2vnumeric32 unique values
0 missing
Eig02_AEA.bo.numeric22 unique values
0 missing
MATS3inumeric31 unique values
0 missing
Eig02_AEA.dm.numeric24 unique values
0 missing
MATS3mnumeric33 unique values
0 missing
Eig02_AEA.ed.numeric21 unique values
0 missing
MATS3pnumeric31 unique values
0 missing
Eig02_AEA.ri.numeric26 unique values
0 missing
MATS3snumeric29 unique values
0 missing
Eig02_EAnumeric19 unique values
0 missing
MATS3vnumeric32 unique values
0 missing
Eig02_EA.bo.numeric12 unique values
0 missing
MATS4enumeric32 unique values
0 missing
Eig02_EA.dm.numeric8 unique values
0 missing
MATS4inumeric29 unique values
0 missing
Eig02_EA.ed.numeric21 unique values
0 missing
MATS4mnumeric33 unique values
0 missing
Eig02_EA.ri.numeric26 unique values
0 missing
MATS4pnumeric30 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
34
Number of instances (rows) of the dataset.
NumberOfFeatures
723
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
722
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
21.26
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.13
Second quartile (Median) of kurtosis among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanSkewnessOfNumericAtts
0.02
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.55
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
25.69
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
-0.01
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
0.22
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
34
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.89
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
46394.97
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
1.28
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
6.51
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.83
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.14
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
5.83
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
0.48
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
8177.82
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.85
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.04
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
0.7
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
0.98
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
136.43
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.65
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.31
Average class difference between consecutive instances.
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4335
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4335
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4335
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4335
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4335
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4335
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4335
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4335
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4335
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4335
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4335
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4335
0 runs - estimation_procedure: 50 times Clustering
Define a new task