Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6110

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6110

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: CHEMBL6110 (TID: 102962), and it has 32 rows and 618 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.

620 features

pXC50 (target)numeric23 unique values
0 missing
molecule_id (row identifier)nominal32 unique values
0 missing
Eig01_EA.bo.numeric19 unique values
0 missing
MATS2vnumeric25 unique values
0 missing
MATS6snumeric32 unique values
0 missing
Eig01_EA.dm.numeric7 unique values
0 missing
MATS3enumeric25 unique values
0 missing
ATSC4vnumeric31 unique values
0 missing
Eig01_EA.ed.numeric21 unique values
0 missing
MATS3inumeric26 unique values
0 missing
P_VSA_s_3numeric20 unique values
0 missing
Eig01_EA.ri.numeric26 unique values
0 missing
MATS3mnumeric25 unique values
0 missing
SpDiam_AEA.bo.numeric22 unique values
0 missing
Eig02_AEA.bo.numeric22 unique values
0 missing
MATS3pnumeric24 unique values
0 missing
SpMin1_Bh.m.numeric23 unique values
0 missing
Eig02_AEA.dm.numeric18 unique values
0 missing
MATS3snumeric31 unique values
0 missing
SpMin2_Bh.s.numeric30 unique values
0 missing
Eig02_AEA.ed.numeric21 unique values
0 missing
MATS3vnumeric25 unique values
0 missing
SpMin2_Bh.m.numeric29 unique values
0 missing
Eig02_AEA.ri.numeric29 unique values
0 missing
MATS4enumeric30 unique values
0 missing
AMWnumeric24 unique values
0 missing
Eig02_EAnumeric20 unique values
0 missing
MATS4inumeric28 unique values
0 missing
ATSC1vnumeric24 unique values
0 missing
Eig02_EA.bo.numeric22 unique values
0 missing
MATS4mnumeric32 unique values
0 missing
H.numeric20 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
MATS4pnumeric30 unique values
0 missing
nHnumeric9 unique values
0 missing
Eig02_EA.ed.numeric21 unique values
0 missing
MATS4snumeric31 unique values
0 missing
ATSC5mnumeric32 unique values
0 missing
Eig02_EA.ri.numeric30 unique values
0 missing
MATS4vnumeric32 unique values
0 missing
MATS1inumeric22 unique values
0 missing
Eig03_AEA.bo.numeric21 unique values
0 missing
MATS5enumeric31 unique values
0 missing
ATSC5vnumeric32 unique values
0 missing
Eig03_AEA.dm.numeric28 unique values
0 missing
MATS5inumeric31 unique values
0 missing
Mvnumeric20 unique values
0 missing
Eig03_AEA.ed.numeric21 unique values
0 missing
MATS5mnumeric31 unique values
0 missing
ATS7enumeric30 unique values
0 missing
Eig03_AEA.ri.numeric29 unique values
0 missing
MATS5pnumeric29 unique values
0 missing
ATS8enumeric25 unique values
0 missing
Eig03_EAnumeric20 unique values
0 missing
MATS5snumeric31 unique values
0 missing
ATS8inumeric25 unique values
0 missing
Eig03_EA.bo.numeric23 unique values
0 missing
MATS5vnumeric32 unique values
0 missing
GATS6snumeric32 unique values
0 missing
Eig03_EA.dm.numeric2 unique values
0 missing
MATS6enumeric32 unique values
0 missing
Mpnumeric23 unique values
0 missing
Eig03_EA.ed.numeric21 unique values
0 missing
MATS6inumeric31 unique values
0 missing
ATS7inumeric31 unique values
0 missing
Eig03_EA.ri.numeric29 unique values
0 missing
MATS6mnumeric30 unique values
0 missing
ATSC2pnumeric25 unique values
0 missing
Eig04_AEA.bo.numeric15 unique values
0 missing
MATS6pnumeric30 unique values
0 missing
GATS1pnumeric24 unique values
0 missing
Eig04_AEA.dm.numeric29 unique values
0 missing
MATS6vnumeric31 unique values
0 missing
SpMax1_Bh.m.numeric25 unique values
0 missing
Eig04_AEA.ed.numeric20 unique values
0 missing
MATS7enumeric32 unique values
0 missing
GATS1vnumeric24 unique values
0 missing
Eig04_AEA.ri.numeric28 unique values
0 missing
MATS7inumeric32 unique values
0 missing
SpMax2_Bh.m.numeric29 unique values
0 missing
Eig04_EAnumeric18 unique values
0 missing
MATS7mnumeric32 unique values
0 missing
JGI5numeric13 unique values
0 missing
Eig04_EA.bo.numeric21 unique values
0 missing
MATS7pnumeric32 unique values
0 missing
GATS2snumeric32 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
MATS7snumeric31 unique values
0 missing
N.numeric15 unique values
0 missing
Eig04_EA.ed.numeric20 unique values
0 missing
MATS7vnumeric30 unique values
0 missing
MATS2enumeric25 unique values
0 missing
Eig04_EA.ri.numeric28 unique values
0 missing
MATS8enumeric29 unique values
0 missing
ATSC2vnumeric25 unique values
0 missing
Eig05_AEA.bo.numeric21 unique values
0 missing
MATS8inumeric27 unique values
0 missing
Eta_epsi_Anumeric23 unique values
0 missing
Eig05_AEA.dm.numeric28 unique values
0 missing
MATS8mnumeric30 unique values
0 missing
AACnumeric20 unique values
0 missing
Eig05_AEA.ed.numeric21 unique values
0 missing
MATS8pnumeric30 unique values
0 missing
AECCnumeric17 unique values
0 missing
Eig05_AEA.ri.numeric30 unique values
0 missing
MATS8snumeric30 unique values
0 missing
ALOGPnumeric25 unique values
0 missing
Eig05_EAnumeric21 unique values
0 missing
MATS8vnumeric30 unique values
0 missing
ALOGP2numeric25 unique values
0 missing
Eig05_EA.bo.numeric23 unique values
0 missing
MAXDNnumeric29 unique values
0 missing
AMRnumeric25 unique values
0 missing
Eig05_EA.ed.numeric21 unique values
0 missing
MAXDPnumeric29 unique values
0 missing
ARRnumeric14 unique values
0 missing
Eig05_EA.ri.numeric30 unique values
0 missing
MCDnumeric14 unique values
0 missing
ATS1enumeric23 unique values
0 missing
Eig06_AEA.bo.numeric15 unique values
0 missing
MDDDnumeric21 unique values
0 missing
ATS1inumeric24 unique values
0 missing
Eig06_AEA.dm.numeric28 unique values
0 missing
Menumeric21 unique values
0 missing
ATS1mnumeric24 unique values
0 missing
Eig06_AEA.ed.numeric19 unique values
0 missing
Minumeric19 unique values
0 missing
ATS1pnumeric24 unique values
0 missing
Eig06_AEA.ri.numeric17 unique values
0 missing
MLOGPnumeric23 unique values
0 missing
ATS1snumeric24 unique values
0 missing
Eig06_EAnumeric16 unique values
0 missing
MLOGP2numeric23 unique values
0 missing
ATS1vnumeric24 unique values
0 missing
Eig06_EA.bo.numeric17 unique values
0 missing
MPC01numeric11 unique values
0 missing
ATS2enumeric24 unique values
0 missing
Eig06_EA.ed.numeric18 unique values
0 missing
MPC02numeric13 unique values
0 missing
ATS2inumeric24 unique values
0 missing
Eig06_EA.ri.numeric18 unique values
0 missing
MPC03numeric14 unique values
0 missing
ATS2mnumeric25 unique values
0 missing
Eig07_AEA.bo.numeric19 unique values
0 missing
MPC04numeric16 unique values
0 missing
ATS2pnumeric25 unique values
0 missing
Eig07_AEA.dm.numeric20 unique values
0 missing
MPC05numeric17 unique values
0 missing
ATS2snumeric29 unique values
0 missing
Eig07_AEA.ed.numeric19 unique values
0 missing
MPC06numeric18 unique values
0 missing
ATS2vnumeric25 unique values
0 missing
Eig07_AEA.ri.numeric29 unique values
0 missing
MPC07numeric16 unique values
0 missing
ATS3enumeric25 unique values
0 missing
Eig07_EAnumeric19 unique values
0 missing
MPC08numeric19 unique values
0 missing
ATS3inumeric25 unique values
0 missing
Eig07_EA.bo.numeric23 unique values
0 missing
MPC09numeric19 unique values
0 missing
ATS3mnumeric26 unique values
0 missing
Eig07_EA.ed.numeric21 unique values
0 missing
MPC10numeric18 unique values
0 missing
ATS3pnumeric26 unique values
0 missing
Eig07_EA.ri.numeric28 unique values
0 missing
MSDnumeric21 unique values
0 missing
ATS3snumeric32 unique values
0 missing
Eig08_AEA.bo.numeric23 unique values
0 missing
MWnumeric24 unique values
0 missing
ATS3vnumeric25 unique values
0 missing
Eig08_AEA.dm.numeric29 unique values
0 missing
MWC01numeric11 unique values
0 missing
ATS4enumeric28 unique values
0 missing
Eig08_AEA.ed.numeric21 unique values
0 missing
MWC02numeric13 unique values
0 missing
ATS4inumeric28 unique values
0 missing
Eig08_AEA.ri.numeric30 unique values
0 missing
MWC03numeric16 unique values
0 missing
ATS4mnumeric31 unique values
0 missing
Eig08_EAnumeric20 unique values
0 missing
MWC04numeric21 unique values
0 missing
ATS4pnumeric30 unique values
0 missing
Eig08_EA.bo.numeric22 unique values
0 missing
MWC05numeric21 unique values
0 missing
ATS4snumeric32 unique values
0 missing
Eig08_EA.ed.numeric19 unique values
0 missing
MWC06numeric21 unique values
0 missing
ATS4vnumeric32 unique values
0 missing
Eig08_EA.ri.numeric31 unique values
0 missing
MWC07numeric21 unique values
0 missing
ATS5enumeric32 unique values
0 missing
Eig09_AEA.bo.numeric18 unique values
0 missing
MWC08numeric21 unique values
0 missing
ATS5inumeric32 unique values
0 missing
Eig09_AEA.dm.numeric27 unique values
0 missing
MWC09numeric21 unique values
0 missing
ATS5mnumeric31 unique values
0 missing
Eig09_AEA.ed.numeric17 unique values
0 missing
MWC10numeric21 unique values
0 missing
ATS5pnumeric31 unique values
0 missing
Eig09_AEA.ri.numeric29 unique values
0 missing
N.072numeric2 unique values
0 missing
ATS5snumeric32 unique values
0 missing
Eig09_EAnumeric18 unique values
0 missing
N.074numeric3 unique values
0 missing
ATS5vnumeric32 unique values
0 missing
Eig09_EA.bo.numeric22 unique values
0 missing
N.075numeric2 unique values
0 missing
ATS6enumeric31 unique values
0 missing
Eig09_EA.ed.numeric20 unique values
0 missing
N.076numeric2 unique values
0 missing
ATS6inumeric31 unique values
0 missing
Eig09_EA.ri.numeric30 unique values
0 missing
NaaCHnumeric6 unique values
0 missing
ATS6mnumeric30 unique values
0 missing
Eig10_AEA.bo.numeric19 unique values
0 missing
NaaNnumeric2 unique values
0 missing
ATS6pnumeric30 unique values
0 missing
Eig10_AEA.dm.numeric25 unique values
0 missing
NaaOnumeric2 unique values
0 missing
ATS6snumeric31 unique values
0 missing
Eig10_AEA.ed.numeric13 unique values
0 missing
NaaSnumeric3 unique values
0 missing
ATS6vnumeric30 unique values
0 missing
Eig10_AEA.ri.numeric24 unique values
0 missing
NaasCnumeric5 unique values
0 missing
ATS7mnumeric31 unique values
0 missing
Eig10_EAnumeric19 unique values
0 missing
nABnumeric5 unique values
0 missing
ATS7pnumeric30 unique values
0 missing
Eig10_EA.bo.numeric19 unique values
0 missing
nArCHOnumeric2 unique values
0 missing
ATS7snumeric31 unique values
0 missing
Eig10_EA.ed.numeric21 unique values
0 missing
nArCNnumeric3 unique values
0 missing
ATS7vnumeric31 unique values
0 missing
Eig10_EA.ri.numeric25 unique values
0 missing
nArCOnumeric3 unique values
0 missing
ATS8mnumeric24 unique values
0 missing
Eig11_AEA.bo.numeric20 unique values
0 missing
nArCONH2numeric2 unique values
0 missing
ATS8pnumeric25 unique values
0 missing
Eig11_AEA.dm.numeric25 unique values
0 missing
nArCOOHnumeric2 unique values
0 missing
ATS8snumeric24 unique values
0 missing
Eig11_AEA.ed.numeric17 unique values
0 missing
nArNO2numeric2 unique values
0 missing
ATS8vnumeric25 unique values
0 missing
Eig11_AEA.ri.numeric27 unique values
0 missing
nArOHnumeric2 unique values
0 missing
ATSC1enumeric22 unique values
0 missing
Eig11_EAnumeric17 unique values
0 missing
nArORnumeric3 unique values
0 missing
ATSC1inumeric23 unique values
0 missing
Eig11_EA.bo.numeric20 unique values
0 missing
nArXnumeric3 unique values
0 missing
ATSC1mnumeric24 unique values
0 missing
Eig11_EA.ed.numeric19 unique values
0 missing
nATnumeric10 unique values
0 missing
ATSC1pnumeric24 unique values
0 missing
Eig11_EA.ri.numeric26 unique values
0 missing
nBMnumeric6 unique values
0 missing
ATSC1snumeric26 unique values
0 missing
Eig12_AEA.bo.numeric22 unique values
0 missing
nBnznumeric3 unique values
0 missing
ATSC2enumeric25 unique values
0 missing
Eig12_AEA.dm.numeric27 unique values
0 missing
nBOnumeric11 unique values
0 missing
ATSC2inumeric24 unique values
0 missing
Eig12_AEA.ed.numeric20 unique values
0 missing
nBRnumeric2 unique values
0 missing
ATSC2mnumeric25 unique values
0 missing
Eig12_AEA.ri.numeric31 unique values
0 missing
nBTnumeric11 unique values
0 missing
ATSC2snumeric31 unique values
0 missing
Eig12_EAnumeric17 unique values
0 missing
nCnumeric6 unique values
0 missing
ATSC3enumeric26 unique values
0 missing
Eig12_EA.bo.numeric23 unique values
0 missing
nCarnumeric4 unique values
0 missing
ATSC3inumeric25 unique values
0 missing
Eig12_EA.ed.numeric19 unique values
0 missing
nCb.numeric5 unique values
0 missing
ATSC3mnumeric26 unique values
0 missing
Eig12_EA.ri.numeric30 unique values
0 missing
nCbHnumeric6 unique values
0 missing
ATSC3pnumeric25 unique values
0 missing
Eig13_AEA.bo.numeric19 unique values
0 missing
nCconjnumeric3 unique values
0 missing
ATSC3snumeric32 unique values
0 missing
Eig13_AEA.dm.numeric27 unique values
0 missing
nCICnumeric2 unique values
0 missing
ATSC3vnumeric26 unique values
0 missing
Eig13_AEA.ed.numeric17 unique values
0 missing
nCIRnumeric2 unique values
0 missing
ATSC4enumeric31 unique values
0 missing
Eig13_AEA.ri.numeric30 unique values
0 missing
nCLnumeric2 unique values
0 missing
ATSC4inumeric29 unique values
0 missing
Eig13_EAnumeric20 unique values
0 missing
nCpnumeric2 unique values
0 missing
ATSC4mnumeric32 unique values
0 missing
Eig13_EA.bo.numeric23 unique values
0 missing
nCRX3numeric2 unique values
0 missing
ATSC4pnumeric30 unique values
0 missing
Eig13_EA.ed.numeric19 unique values
0 missing
nCspnumeric3 unique values
0 missing
ATSC4snumeric32 unique values
0 missing
Eig13_EA.ri.numeric29 unique values
0 missing
nCsp2numeric7 unique values
0 missing
ATSC5enumeric30 unique values
0 missing
Eig14_AEA.bo.numeric19 unique values
0 missing
nCsp3numeric3 unique values
0 missing
ATSC5inumeric32 unique values
0 missing
Eig14_AEA.dm.numeric21 unique values
0 missing
nDBnumeric3 unique values
0 missing
ATSC5pnumeric31 unique values
0 missing
Eig14_AEA.ed.numeric14 unique values
0 missing
NddsNnumeric2 unique values
0 missing
ATSC5snumeric32 unique values
0 missing
Eig14_AEA.ri.numeric30 unique values
0 missing
NdOnumeric3 unique values
0 missing
ATSC6enumeric31 unique values
0 missing
Eig14_EAnumeric19 unique values
0 missing
ATSC6inumeric32 unique values
0 missing
Eig14_EA.bo.numeric22 unique values
0 missing
ATSC6mnumeric32 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
ATSC6pnumeric31 unique values
0 missing
Eig14_EA.ed.numeric20 unique values
0 missing
ATSC6snumeric32 unique values
0 missing
Eig14_EA.ri.numeric24 unique values
0 missing
ATSC6vnumeric32 unique values
0 missing
Eig15_AEA.bo.numeric19 unique values
0 missing
ATSC7enumeric30 unique values
0 missing
Eig15_AEA.dm.numeric20 unique values
0 missing
ATSC7inumeric30 unique values
0 missing
Eig15_AEA.ed.numeric15 unique values
0 missing
ATSC7mnumeric32 unique values
0 missing
Eig15_AEA.ri.numeric21 unique values
0 missing
ATSC7pnumeric31 unique values
0 missing
Eig15_EAnumeric18 unique values
0 missing
ATSC7snumeric32 unique values
0 missing
Eig15_EA.bo.numeric18 unique values
0 missing
ATSC7vnumeric32 unique values
0 missing
Eig15_EA.dm.numeric3 unique values
0 missing
ATSC8enumeric29 unique values
0 missing
Eig15_EA.ed.numeric19 unique values
0 missing
ATSC8inumeric28 unique values
0 missing
Eig15_EA.ri.numeric21 unique values
0 missing
ATSC8mnumeric30 unique values
0 missing
Eta_alphanumeric22 unique values
0 missing
ATSC8pnumeric30 unique values
0 missing
Eta_alpha_Anumeric19 unique values
0 missing
ATSC8snumeric30 unique values
0 missing
Eta_Bnumeric14 unique values
0 missing
ATSC8vnumeric30 unique values
0 missing
Eta_B_Anumeric11 unique values
0 missing
BACnumeric9 unique values
0 missing
Eta_betanumeric20 unique values
0 missing
BBInumeric13 unique values
0 missing
Eta_beta_Anumeric20 unique values
0 missing
BIC0numeric19 unique values
0 missing
Eta_betaPnumeric11 unique values
0 missing
BIC1numeric20 unique values
0 missing
Eta_betaP_Anumeric16 unique values
0 missing
BIC2numeric26 unique values
0 missing
Eta_betaSnumeric15 unique values
0 missing
BIC3numeric23 unique values
0 missing
Eta_betaS_Anumeric16 unique values
0 missing
BIC4numeric22 unique values
0 missing
Eta_Cnumeric32 unique values
0 missing
BIC5numeric22 unique values
0 missing
Eta_C_Anumeric28 unique values
0 missing
BIDnumeric17 unique values
0 missing
Eta_epsinumeric24 unique values
0 missing
BLInumeric25 unique values
0 missing
Eta_Fnumeric32 unique values
0 missing
BLTA96numeric22 unique values
0 missing
Eta_F_Anumeric30 unique values
0 missing
BLTD48numeric22 unique values
0 missing
Eta_FLnumeric26 unique values
0 missing
BLTF96numeric23 unique values
0 missing
Eta_FL_Anumeric18 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eta_Lnumeric26 unique values
0 missing
C.numeric11 unique values
0 missing
Eta_L_Anumeric17 unique values
0 missing
C.001numeric2 unique values
0 missing
Eta_sh_pnumeric20 unique values
0 missing
C.005numeric3 unique values
0 missing
Eta_sh_xnumeric2 unique values
0 missing
C.006numeric2 unique values
0 missing
Eta_sh_ynumeric21 unique values
0 missing
C.013numeric2 unique values
0 missing
F.083numeric2 unique values
0 missing
C.024numeric6 unique values
0 missing
F.084numeric2 unique values
0 missing
C.025numeric4 unique values
0 missing
GATS1enumeric24 unique values
0 missing
C.026numeric4 unique values
0 missing
GATS1inumeric24 unique values
0 missing
C.028numeric2 unique values
0 missing
GATS1mnumeric24 unique values
0 missing
C.033numeric3 unique values
0 missing
GATS1snumeric25 unique values
0 missing
C.034numeric3 unique values
0 missing
GATS2enumeric25 unique values
0 missing
C.037numeric2 unique values
0 missing
GATS2inumeric24 unique values
0 missing
C.039numeric3 unique values
0 missing
GATS2mnumeric23 unique values
0 missing
C.040numeric3 unique values
0 missing
GATS2pnumeric24 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS2vnumeric25 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS3enumeric26 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS3inumeric24 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
GATS3mnumeric25 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
GATS3pnumeric26 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
GATS3snumeric31 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
GATS3vnumeric25 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
GATS4enumeric31 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
GATS4inumeric30 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
GATS4mnumeric31 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
GATS4pnumeric32 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GATS4snumeric32 unique values
0 missing
CATS2D_02_DLnumeric2 unique values
0 missing
GATS4vnumeric32 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
GATS5enumeric31 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
GATS5inumeric32 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
GATS5mnumeric31 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
GATS5pnumeric30 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
GATS5snumeric32 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS5vnumeric31 unique values
0 missing
CATS2D_03_DLnumeric2 unique values
0 missing
GATS6enumeric32 unique values
0 missing
CATS2D_03_LLnumeric6 unique values
0 missing
GATS6inumeric32 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
GATS6mnumeric32 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
GATS6pnumeric32 unique values
0 missing
CATS2D_04_ALnumeric10 unique values
0 missing
GATS6vnumeric32 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
GATS7enumeric32 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS7inumeric32 unique values
0 missing
CATS2D_04_DLnumeric2 unique values
0 missing
GATS7mnumeric32 unique values
0 missing
CATS2D_04_LLnumeric4 unique values
0 missing
GATS7pnumeric32 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
GATS7snumeric32 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS7vnumeric30 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS8enumeric30 unique values
0 missing
CATS2D_05_ALnumeric10 unique values
0 missing
GATS8inumeric27 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS8mnumeric30 unique values
0 missing
CATS2D_05_DLnumeric2 unique values
0 missing
GATS8pnumeric29 unique values
0 missing
CATS2D_05_LLnumeric3 unique values
0 missing
GATS8snumeric29 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS8vnumeric30 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GGI1numeric6 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
GGI10numeric3 unique values
0 missing
CATS2D_06_ALnumeric9 unique values
0 missing
GGI2numeric9 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GGI3numeric15 unique values
0 missing
CATS2D_06_DLnumeric2 unique values
0 missing
GGI4numeric19 unique values
0 missing
CATS2D_06_LLnumeric3 unique values
0 missing
GGI5numeric19 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GGI6numeric18 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GGI7numeric14 unique values
0 missing
CATS2D_07_AAnumeric5 unique values
0 missing
GGI8numeric7 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
GGI9numeric4 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GMTInumeric21 unique values
0 missing
CATS2D_07_DLnumeric2 unique values
0 missing
GMTIVnumeric28 unique values
0 missing
CATS2D_07_LLnumeric3 unique values
0 missing
GNarnumeric12 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
H.046numeric2 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
H.047numeric8 unique values
0 missing
CATS2D_08_ALnumeric3 unique values
0 missing
H.048numeric3 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
H.049numeric2 unique values
0 missing
CATS2D_08_LLnumeric2 unique values
0 missing
H.050numeric3 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
H.051numeric2 unique values
0 missing
CATS2D_09_ALnumeric2 unique values
0 missing
HDcpxnumeric20 unique values
0 missing
CATS2D_09_LLnumeric2 unique values
0 missing
HNarnumeric13 unique values
0 missing
CENTnumeric19 unique values
0 missing
HVcpxnumeric21 unique values
0 missing
Chi0_AEA.bo.numeric17 unique values
0 missing
Hynumeric18 unique values
0 missing
Chi0_AEA.dm.numeric17 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi0_AEA.ed.numeric17 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
Chi0_AEA.ri.numeric17 unique values
0 missing
IACnumeric22 unique values
0 missing
Chi0_EAnumeric17 unique values
0 missing
IC0numeric20 unique values
0 missing
Chi0_EA.bo.numeric19 unique values
0 missing
IC1numeric20 unique values
0 missing
Chi0_EA.dm.numeric20 unique values
0 missing
IC2numeric25 unique values
0 missing
Chi0_EA.ed.numeric21 unique values
0 missing
IC3numeric22 unique values
0 missing
Chi0_EA.ri.numeric26 unique values
0 missing
IC4numeric21 unique values
0 missing
Chi1_AEA.bo.numeric21 unique values
0 missing
IC5numeric21 unique values
0 missing
Chi1_AEA.dm.numeric21 unique values
0 missing
ICRnumeric18 unique values
0 missing
Chi1_AEA.ed.numeric21 unique values
0 missing
IDDEnumeric16 unique values
0 missing
Chi1_AEA.ri.numeric21 unique values
0 missing
IDDMnumeric18 unique values
0 missing
Chi1_EAnumeric21 unique values
0 missing
IDEnumeric21 unique values
0 missing
Chi1_EA.bo.numeric22 unique values
0 missing
IDETnumeric21 unique values
0 missing
Chi1_EA.dm.numeric20 unique values
0 missing
IDMnumeric20 unique values
0 missing
Chi1_EA.ed.numeric21 unique values
0 missing
IDMTnumeric21 unique values
0 missing
Chi1_EA.ri.numeric32 unique values
0 missing
Infective.50numeric2 unique values
0 missing
CIC0numeric22 unique values
0 missing
Infective.80numeric2 unique values
0 missing
CIC1numeric20 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
CIC2numeric26 unique values
0 missing
ISIZnumeric10 unique values
0 missing
CIC3numeric19 unique values
0 missing
IVDEnumeric13 unique values
0 missing
CIC4numeric18 unique values
0 missing
IVDMnumeric13 unique values
0 missing
CIC5numeric17 unique values
0 missing
JGI1numeric14 unique values
0 missing
CIDnumeric16 unique values
0 missing
JGI10numeric3 unique values
0 missing
Cl.089numeric2 unique values
0 missing
JGI2numeric14 unique values
0 missing
CMC.80numeric2 unique values
0 missing
JGI3numeric10 unique values
0 missing
CSInumeric19 unique values
0 missing
JGI4numeric14 unique values
0 missing
DBInumeric11 unique values
0 missing
JGI6numeric16 unique values
0 missing
D.Dtr05numeric21 unique values
0 missing
JGI7numeric14 unique values
0 missing
D.Dtr06numeric13 unique values
0 missing
JGI8numeric6 unique values
0 missing
DECCnumeric18 unique values
0 missing
JGI9numeric4 unique values
0 missing
DELSnumeric32 unique values
0 missing
JGTnumeric19 unique values
0 missing
DLS_02numeric2 unique values
0 missing
LLS_01numeric4 unique values
0 missing
DLS_03numeric2 unique values
0 missing
LOCnumeric13 unique values
0 missing
DLS_04numeric2 unique values
0 missing
LPRSnumeric21 unique values
0 missing
DLS_06numeric2 unique values
0 missing
MATS1enumeric22 unique values
0 missing
DLS_consnumeric3 unique values
0 missing
MATS1mnumeric21 unique values
0 missing
Dznumeric20 unique values
0 missing
MATS1pnumeric24 unique values
0 missing
ECCnumeric17 unique values
0 missing
MATS1snumeric24 unique values
0 missing
Eig01_AEA.bo.numeric18 unique values
0 missing
MATS1vnumeric20 unique values
0 missing
Eig01_AEA.dm.numeric10 unique values
0 missing
MATS2inumeric23 unique values
0 missing
Eig01_AEA.ed.numeric17 unique values
0 missing
MATS2mnumeric23 unique values
0 missing
Eig01_AEA.ri.numeric23 unique values
0 missing
MATS2pnumeric25 unique values
0 missing
Eig01_EAnumeric20 unique values
0 missing
MATS2snumeric29 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
32
Number of instances (rows) of the dataset.
NumberOfFeatures
620
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
619
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Dimensionality
19.38
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.33
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
1.14
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.07
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
17.58
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
0.84
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.12
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.37
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
32
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.59
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
10145.53
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
2.47
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
99.84
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
3.39
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.66
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.16
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
5.66
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
1.44
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
6235.61
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.47
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.75
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
0.12
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
3.68
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
31.13
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.3
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.19
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.17
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-CHEMBL6110
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6110
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6110
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6110
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6110
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6110
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6110
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6110
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6110
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6110
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6110
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6110
0 runs - estimation_procedure: 50 times Clustering
Define a new task