Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1866

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1866

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: CHEMBL1866 (TID: 12930), and it has 67 rows and 650 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.

652 features

pXC50 (target)numeric34 unique values
0 missing
molecule_id (row identifier)nominal67 unique values
0 missing
DLS_consnumeric9 unique values
0 missing
LLS_01numeric3 unique values
0 missing
GATS6mnumeric61 unique values
0 missing
Dznumeric30 unique values
0 missing
LLS_02numeric4 unique values
0 missing
MATS5vnumeric53 unique values
0 missing
ECCnumeric35 unique values
0 missing
LOCnumeric28 unique values
0 missing
GATS6pnumeric58 unique values
0 missing
Eig01_AEA.bo.numeric28 unique values
0 missing
LPRSnumeric42 unique values
0 missing
SpMin8_Bh.i.numeric30 unique values
0 missing
Eig01_AEA.dm.numeric25 unique values
0 missing
MATS1enumeric39 unique values
0 missing
MATS7enumeric55 unique values
0 missing
Eig01_AEA.ed.numeric25 unique values
0 missing
MATS1inumeric41 unique values
0 missing
MATS7snumeric54 unique values
0 missing
Eig01_AEA.ri.numeric32 unique values
0 missing
MATS1mnumeric32 unique values
0 missing
SpMax2_Bh.m.numeric18 unique values
0 missing
Eig01_EAnumeric28 unique values
0 missing
MATS1pnumeric34 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
Eig01_EA.bo.numeric30 unique values
0 missing
MATS1snumeric39 unique values
0 missing
SM04_EA.dm.numeric20 unique values
0 missing
Eig01_EA.dm.numeric12 unique values
0 missing
MATS1vnumeric27 unique values
0 missing
SM06_EA.dm.numeric18 unique values
0 missing
Eig01_EA.ed.numeric29 unique values
0 missing
MATS2enumeric48 unique values
0 missing
SM08_EA.dm.numeric18 unique values
0 missing
Eig01_EA.ri.numeric35 unique values
0 missing
MATS2inumeric45 unique values
0 missing
SM10_EA.dm.numeric16 unique values
0 missing
Eig02_AEA.bo.numeric23 unique values
0 missing
MATS2mnumeric45 unique values
0 missing
BIC5numeric35 unique values
0 missing
Eig02_AEA.dm.numeric30 unique values
0 missing
MATS2pnumeric42 unique values
0 missing
GATS3inumeric50 unique values
0 missing
Eig02_AEA.ed.numeric33 unique values
0 missing
MATS2snumeric46 unique values
0 missing
CIC5numeric41 unique values
0 missing
Eig02_AEA.ri.numeric36 unique values
0 missing
MATS2vnumeric45 unique values
0 missing
SIC5numeric32 unique values
0 missing
Eig02_EAnumeric28 unique values
0 missing
MATS3enumeric48 unique values
0 missing
BIC4numeric34 unique values
0 missing
Eig02_EA.bo.numeric18 unique values
0 missing
MATS3inumeric51 unique values
0 missing
H.046numeric9 unique values
0 missing
Eig02_EA.dm.numeric9 unique values
0 missing
MATS3mnumeric50 unique values
0 missing
GATS4pnumeric62 unique values
0 missing
Eig02_EA.ed.numeric39 unique values
0 missing
MATS3pnumeric48 unique values
0 missing
AACnumeric38 unique values
0 missing
Eig02_EA.ri.numeric34 unique values
0 missing
MATS3snumeric47 unique values
0 missing
AECCnumeric38 unique values
0 missing
Eig03_AEA.bo.numeric40 unique values
0 missing
MATS3vnumeric50 unique values
0 missing
ALOGPnumeric51 unique values
0 missing
Eig03_AEA.dm.numeric30 unique values
0 missing
MATS4enumeric56 unique values
0 missing
ALOGP2numeric52 unique values
0 missing
Eig03_AEA.ed.numeric27 unique values
0 missing
MATS4inumeric52 unique values
0 missing
AMRnumeric52 unique values
0 missing
Eig03_AEA.ri.numeric47 unique values
0 missing
MATS4mnumeric53 unique values
0 missing
AMWnumeric42 unique values
0 missing
Eig03_EAnumeric36 unique values
0 missing
MATS4pnumeric55 unique values
0 missing
ARRnumeric16 unique values
0 missing
Eig03_EA.bo.numeric37 unique values
0 missing
MATS4snumeric54 unique values
0 missing
ATS1enumeric40 unique values
0 missing
Eig03_EA.dm.numeric9 unique values
0 missing
MATS4vnumeric52 unique values
0 missing
ATS1inumeric41 unique values
0 missing
Eig03_EA.ed.numeric37 unique values
0 missing
MATS5enumeric55 unique values
0 missing
ATS1mnumeric42 unique values
0 missing
Eig03_EA.ri.numeric51 unique values
0 missing
MATS5inumeric54 unique values
0 missing
ATS1pnumeric41 unique values
0 missing
Eig04_AEA.bo.numeric39 unique values
0 missing
MATS5mnumeric54 unique values
0 missing
ATS1snumeric49 unique values
0 missing
Eig04_AEA.dm.numeric41 unique values
0 missing
MATS5pnumeric57 unique values
0 missing
ATS1vnumeric44 unique values
0 missing
Eig04_AEA.ed.numeric38 unique values
0 missing
MATS5snumeric59 unique values
0 missing
ATS2enumeric45 unique values
0 missing
Eig04_AEA.ri.numeric49 unique values
0 missing
MATS6enumeric56 unique values
0 missing
ATS2inumeric44 unique values
0 missing
Eig04_EAnumeric40 unique values
0 missing
MATS6inumeric58 unique values
0 missing
ATS2mnumeric47 unique values
0 missing
Eig04_EA.bo.numeric31 unique values
0 missing
MATS6mnumeric54 unique values
0 missing
ATS2pnumeric47 unique values
0 missing
Eig04_EA.dm.numeric10 unique values
0 missing
MATS6pnumeric58 unique values
0 missing
ATS2snumeric53 unique values
0 missing
Eig04_EA.ed.numeric39 unique values
0 missing
MATS6snumeric57 unique values
0 missing
ATS2vnumeric49 unique values
0 missing
Eig04_EA.ri.numeric54 unique values
0 missing
MATS6vnumeric49 unique values
0 missing
ATS3enumeric46 unique values
0 missing
Eig05_AEA.bo.numeric37 unique values
0 missing
MATS7inumeric59 unique values
0 missing
ATS3inumeric46 unique values
0 missing
Eig05_AEA.dm.numeric42 unique values
0 missing
MATS7mnumeric52 unique values
0 missing
ATS3mnumeric54 unique values
0 missing
Eig05_AEA.ed.numeric40 unique values
0 missing
MATS7pnumeric55 unique values
0 missing
ATS3pnumeric52 unique values
0 missing
Eig05_AEA.ri.numeric51 unique values
0 missing
MATS7vnumeric58 unique values
0 missing
ATS3snumeric57 unique values
0 missing
Eig05_EAnumeric38 unique values
0 missing
MATS8enumeric51 unique values
0 missing
ATS3vnumeric54 unique values
0 missing
Eig05_EA.bo.numeric38 unique values
0 missing
MATS8inumeric53 unique values
0 missing
ATS4enumeric59 unique values
0 missing
Eig05_EA.dm.numeric5 unique values
0 missing
MATS8mnumeric58 unique values
0 missing
ATS4inumeric58 unique values
0 missing
Eig05_EA.ed.numeric39 unique values
0 missing
MATS8pnumeric55 unique values
0 missing
ATS4mnumeric60 unique values
0 missing
Eig05_EA.ri.numeric44 unique values
0 missing
MATS8snumeric55 unique values
0 missing
ATS4pnumeric55 unique values
0 missing
Eig06_AEA.bo.numeric34 unique values
0 missing
MATS8vnumeric49 unique values
0 missing
ATS4snumeric58 unique values
0 missing
Eig06_AEA.dm.numeric52 unique values
0 missing
MAXDNnumeric57 unique values
0 missing
ATS4vnumeric60 unique values
0 missing
Eig06_AEA.ed.numeric40 unique values
0 missing
MAXDPnumeric59 unique values
0 missing
ATS5enumeric59 unique values
0 missing
Eig06_AEA.ri.numeric53 unique values
0 missing
MCDnumeric20 unique values
0 missing
ATS5inumeric59 unique values
0 missing
Eig06_EAnumeric37 unique values
0 missing
MDDDnumeric42 unique values
0 missing
ATS5mnumeric56 unique values
0 missing
Eig06_EA.bo.numeric36 unique values
0 missing
Menumeric24 unique values
0 missing
ATS5pnumeric58 unique values
0 missing
Eig06_EA.dm.numeric3 unique values
0 missing
Minumeric16 unique values
0 missing
ATS5snumeric60 unique values
0 missing
Eig06_EA.ed.numeric42 unique values
0 missing
MLOGPnumeric35 unique values
0 missing
ATS5vnumeric58 unique values
0 missing
Eig06_EA.ri.numeric55 unique values
0 missing
MLOGP2numeric35 unique values
0 missing
ATS6enumeric57 unique values
0 missing
Eig07_AEA.bo.numeric42 unique values
0 missing
Mpnumeric33 unique values
0 missing
ATS6inumeric56 unique values
0 missing
Eig07_AEA.dm.numeric39 unique values
0 missing
MPC01numeric12 unique values
0 missing
ATS6mnumeric58 unique values
0 missing
Eig07_AEA.ed.numeric39 unique values
0 missing
MPC02numeric16 unique values
0 missing
ATS6pnumeric56 unique values
0 missing
Eig07_AEA.ri.numeric56 unique values
0 missing
MPC03numeric19 unique values
0 missing
ATS6snumeric58 unique values
0 missing
Eig07_EAnumeric38 unique values
0 missing
MPC04numeric24 unique values
0 missing
ATS6vnumeric59 unique values
0 missing
Eig07_EA.bo.numeric40 unique values
0 missing
MPC05numeric26 unique values
0 missing
ATS7enumeric56 unique values
0 missing
Eig07_EA.ed.numeric42 unique values
0 missing
MPC06numeric30 unique values
0 missing
ATS7inumeric55 unique values
0 missing
Eig07_EA.ri.numeric55 unique values
0 missing
MPC07numeric30 unique values
0 missing
ATS7mnumeric59 unique values
0 missing
Eig08_AEA.bo.numeric35 unique values
0 missing
MPC08numeric28 unique values
0 missing
ATS7pnumeric56 unique values
0 missing
Eig08_AEA.dm.numeric47 unique values
0 missing
MPC09numeric29 unique values
0 missing
ATS7snumeric58 unique values
0 missing
Eig08_AEA.ed.numeric42 unique values
0 missing
MPC10numeric32 unique values
0 missing
ATS7vnumeric62 unique values
0 missing
Eig08_AEA.ri.numeric52 unique values
0 missing
MSDnumeric39 unique values
0 missing
ATS8enumeric58 unique values
0 missing
Eig08_EAnumeric40 unique values
0 missing
Mvnumeric34 unique values
0 missing
ATS8inumeric57 unique values
0 missing
Eig08_EA.bo.numeric41 unique values
0 missing
MWnumeric42 unique values
0 missing
ATS8mnumeric60 unique values
0 missing
Eig08_EA.ed.numeric42 unique values
0 missing
MWC01numeric12 unique values
0 missing
ATS8pnumeric61 unique values
0 missing
Eig08_EA.ri.numeric55 unique values
0 missing
MWC02numeric21 unique values
0 missing
ATS8snumeric62 unique values
0 missing
Eig09_AEA.bo.numeric37 unique values
0 missing
MWC03numeric32 unique values
0 missing
ATS8vnumeric56 unique values
0 missing
Eig09_AEA.dm.numeric34 unique values
0 missing
MWC04numeric39 unique values
0 missing
ATSC1enumeric41 unique values
0 missing
Eig09_AEA.ed.numeric38 unique values
0 missing
MWC05numeric40 unique values
0 missing
ATSC1inumeric40 unique values
0 missing
Eig09_AEA.ri.numeric45 unique values
0 missing
MWC06numeric40 unique values
0 missing
ATSC1mnumeric44 unique values
0 missing
Eig09_EAnumeric29 unique values
0 missing
MWC07numeric40 unique values
0 missing
ATSC1pnumeric44 unique values
0 missing
Eig09_EA.bo.numeric41 unique values
0 missing
MWC08numeric42 unique values
0 missing
ATSC1snumeric57 unique values
0 missing
Eig09_EA.ed.numeric38 unique values
0 missing
MWC09numeric40 unique values
0 missing
ATSC1vnumeric45 unique values
0 missing
Eig09_EA.ri.numeric41 unique values
0 missing
MWC10numeric41 unique values
0 missing
ATSC2enumeric48 unique values
0 missing
Eig10_AEA.bo.numeric23 unique values
0 missing
N.numeric23 unique values
0 missing
ATSC2inumeric48 unique values
0 missing
Eig10_AEA.dm.numeric28 unique values
0 missing
N.067numeric2 unique values
0 missing
ATSC2mnumeric52 unique values
0 missing
Eig10_AEA.ed.numeric39 unique values
0 missing
N.068numeric2 unique values
0 missing
ATSC2pnumeric50 unique values
0 missing
Eig10_AEA.ri.numeric44 unique values
0 missing
N.071numeric2 unique values
0 missing
ATSC2snumeric63 unique values
0 missing
Eig10_EAnumeric27 unique values
0 missing
N.072numeric3 unique values
0 missing
ATSC2vnumeric51 unique values
0 missing
Eig10_EA.bo.numeric24 unique values
0 missing
N.073numeric2 unique values
0 missing
ATSC3enumeric52 unique values
0 missing
Eig10_EA.ed.numeric34 unique values
0 missing
N.074numeric2 unique values
0 missing
ATSC3inumeric54 unique values
0 missing
Eig10_EA.ri.numeric44 unique values
0 missing
N.075numeric4 unique values
0 missing
ATSC3mnumeric58 unique values
0 missing
Eig11_AEA.bo.numeric15 unique values
0 missing
N.076numeric2 unique values
0 missing
ATSC3pnumeric58 unique values
0 missing
Eig11_AEA.dm.numeric30 unique values
0 missing
NaaaCnumeric3 unique values
0 missing
ATSC3snumeric64 unique values
0 missing
Eig11_AEA.ed.numeric33 unique values
0 missing
NaaCHnumeric7 unique values
0 missing
ATSC3vnumeric57 unique values
0 missing
Eig11_AEA.ri.numeric24 unique values
0 missing
NaaNnumeric4 unique values
0 missing
ATSC4enumeric59 unique values
0 missing
Eig11_EAnumeric16 unique values
0 missing
NaaOnumeric2 unique values
0 missing
ATSC4inumeric60 unique values
0 missing
Eig11_EA.bo.numeric12 unique values
0 missing
NaaSnumeric2 unique values
0 missing
ATSC4mnumeric64 unique values
0 missing
Eig11_EA.ed.numeric26 unique values
0 missing
NaasCnumeric5 unique values
0 missing
ATSC4pnumeric64 unique values
0 missing
Eig11_EA.ri.numeric25 unique values
0 missing
NaasNnumeric2 unique values
0 missing
ATSC4snumeric64 unique values
0 missing
Eig12_AEA.bo.numeric29 unique values
0 missing
nABnumeric7 unique values
0 missing
ATSC4vnumeric64 unique values
0 missing
Eig12_AEA.dm.numeric30 unique values
0 missing
nArCNnumeric2 unique values
0 missing
ATSC5enumeric59 unique values
0 missing
Eig12_AEA.ed.numeric20 unique values
0 missing
nArCONR2numeric2 unique values
0 missing
ATSC5inumeric62 unique values
0 missing
Eig12_AEA.ri.numeric24 unique values
0 missing
nArNO2numeric2 unique values
0 missing
ATSC5mnumeric64 unique values
0 missing
Eig12_EAnumeric15 unique values
0 missing
nArNR2numeric2 unique values
0 missing
ATSC5pnumeric63 unique values
0 missing
Eig12_EA.bo.numeric35 unique values
0 missing
nArOHnumeric2 unique values
0 missing
ATSC5snumeric64 unique values
0 missing
Eig12_EA.ed.numeric20 unique values
0 missing
nArORnumeric4 unique values
0 missing
ATSC5vnumeric63 unique values
0 missing
Eig12_EA.ri.numeric25 unique values
0 missing
nArXnumeric4 unique values
0 missing
ATSC6enumeric59 unique values
0 missing
Eig13_AEA.bo.numeric29 unique values
0 missing
nATnumeric18 unique values
0 missing
ATSC6inumeric57 unique values
0 missing
Eig13_AEA.dm.numeric18 unique values
0 missing
nAzetidinesnumeric2 unique values
0 missing
ATSC6mnumeric63 unique values
0 missing
Eig13_AEA.ed.numeric21 unique values
0 missing
nBMnumeric9 unique values
0 missing
ATSC6pnumeric62 unique values
0 missing
Eig13_AEA.ri.numeric34 unique values
0 missing
nBnznumeric3 unique values
0 missing
ATSC6snumeric64 unique values
0 missing
Eig13_EAnumeric21 unique values
0 missing
nBOnumeric12 unique values
0 missing
ATSC6vnumeric63 unique values
0 missing
Eig13_EA.bo.numeric31 unique values
0 missing
nBTnumeric16 unique values
0 missing
ATSC7enumeric57 unique values
0 missing
Eig13_EA.ed.numeric22 unique values
0 missing
nCnumeric9 unique values
0 missing
ATSC7inumeric57 unique values
0 missing
Eig13_EA.ri.numeric31 unique values
0 missing
nCarnumeric8 unique values
0 missing
ATSC7mnumeric63 unique values
0 missing
Eig14_AEA.bo.numeric26 unique values
0 missing
nCb.numeric5 unique values
0 missing
ATSC7pnumeric63 unique values
0 missing
Eig14_AEA.dm.numeric18 unique values
0 missing
nCbHnumeric6 unique values
0 missing
ATSC7snumeric64 unique values
0 missing
Eig14_AEA.ed.numeric18 unique values
0 missing
nCconjnumeric2 unique values
0 missing
ATSC7vnumeric64 unique values
0 missing
Eig14_AEA.ri.numeric25 unique values
0 missing
nCICnumeric3 unique values
0 missing
ATSC8enumeric59 unique values
0 missing
Eig14_EAnumeric26 unique values
0 missing
nCIRnumeric4 unique values
0 missing
ATSC8inumeric61 unique values
0 missing
Eig14_EA.bo.numeric28 unique values
0 missing
nCLnumeric3 unique values
0 missing
ATSC8mnumeric63 unique values
0 missing
Eig14_EA.ed.numeric19 unique values
0 missing
nCpnumeric5 unique values
0 missing
ATSC8pnumeric63 unique values
0 missing
Eig14_EA.ri.numeric27 unique values
0 missing
nCqnumeric2 unique values
0 missing
ATSC8snumeric64 unique values
0 missing
Eig15_AEA.bo.numeric16 unique values
0 missing
nCrsnumeric6 unique values
0 missing
ATSC8vnumeric63 unique values
0 missing
Eig15_AEA.dm.numeric29 unique values
0 missing
nCrtnumeric2 unique values
0 missing
BACnumeric15 unique values
0 missing
Eig15_AEA.ed.numeric34 unique values
0 missing
nCRX3numeric2 unique values
0 missing
BBInumeric16 unique values
0 missing
Eig15_AEA.ri.numeric27 unique values
0 missing
nCsnumeric7 unique values
0 missing
BIC0numeric31 unique values
0 missing
Eig15_EAnumeric22 unique values
0 missing
nCspnumeric2 unique values
0 missing
BIC1numeric37 unique values
0 missing
Eig15_EA.bo.numeric25 unique values
0 missing
nCsp2numeric9 unique values
0 missing
BIC2numeric38 unique values
0 missing
Eig15_EA.ed.numeric22 unique values
0 missing
nCsp3numeric8 unique values
0 missing
BIC3numeric38 unique values
0 missing
Eig15_EA.ri.numeric29 unique values
0 missing
nCtnumeric2 unique values
0 missing
BIDnumeric17 unique values
0 missing
Eta_alphanumeric35 unique values
0 missing
nDBnumeric5 unique values
0 missing
BLInumeric48 unique values
0 missing
Eta_alpha_Anumeric23 unique values
0 missing
NddsNnumeric2 unique values
0 missing
BLTA96numeric34 unique values
0 missing
Eta_Bnumeric30 unique values
0 missing
NddssSnumeric2 unique values
0 missing
BLTD48numeric35 unique values
0 missing
Eta_B_Anumeric16 unique values
0 missing
NdOnumeric5 unique values
0 missing
BLTF96numeric34 unique values
0 missing
Eta_betanumeric26 unique values
0 missing
NdssCnumeric3 unique values
0 missing
C.numeric23 unique values
0 missing
Eta_beta_Anumeric28 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
C.001numeric5 unique values
0 missing
Eta_betaPnumeric15 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
C.002numeric6 unique values
0 missing
Eta_betaP_Anumeric25 unique values
0 missing
nFnumeric5 unique values
0 missing
C.003numeric2 unique values
0 missing
Eta_betaSnumeric19 unique values
0 missing
nFuranesnumeric2 unique values
0 missing
C.004numeric2 unique values
0 missing
Eta_betaS_Anumeric24 unique values
0 missing
nHnumeric12 unique values
0 missing
C.005numeric3 unique values
0 missing
Eta_Cnumeric63 unique values
0 missing
C.006numeric4 unique values
0 missing
Eta_C_Anumeric55 unique values
0 missing
C.007numeric2 unique values
0 missing
Eta_epsinumeric40 unique values
0 missing
C.008numeric2 unique values
0 missing
Eta_epsi_Anumeric37 unique values
0 missing
C.013numeric2 unique values
0 missing
Eta_Fnumeric63 unique values
0 missing
C.014numeric2 unique values
0 missing
Eta_F_Anumeric52 unique values
0 missing
C.024numeric6 unique values
0 missing
Eta_FLnumeric55 unique values
0 missing
C.025numeric3 unique values
0 missing
Eta_FL_Anumeric33 unique values
0 missing
C.026numeric4 unique values
0 missing
Eta_Lnumeric56 unique values
0 missing
C.027numeric3 unique values
0 missing
Eta_L_Anumeric32 unique values
0 missing
C.028numeric3 unique values
0 missing
Eta_sh_pnumeric36 unique values
0 missing
C.029numeric3 unique values
0 missing
Eta_sh_xnumeric18 unique values
0 missing
C.033numeric3 unique values
0 missing
Eta_sh_ynumeric38 unique values
0 missing
C.034numeric3 unique values
0 missing
F.083numeric2 unique values
0 missing
C.035numeric2 unique values
0 missing
F.084numeric3 unique values
0 missing
C.040numeric3 unique values
0 missing
F.085numeric2 unique values
0 missing
C.042numeric2 unique values
0 missing
GATS1enumeric38 unique values
0 missing
C.043numeric2 unique values
0 missing
GATS1inumeric38 unique values
0 missing
C.044numeric2 unique values
0 missing
GATS1mnumeric36 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS1pnumeric41 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS1snumeric47 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS1vnumeric40 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
GATS2enumeric44 unique values
0 missing
CATS2D_01_LLnumeric11 unique values
0 missing
GATS2inumeric46 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
GATS2mnumeric45 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
GATS2pnumeric42 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
GATS2snumeric47 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
GATS2vnumeric45 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
GATS3enumeric52 unique values
0 missing
CATS2D_02_LLnumeric14 unique values
0 missing
GATS3mnumeric52 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS3pnumeric55 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
GATS3snumeric56 unique values
0 missing
CATS2D_03_ALnumeric12 unique values
0 missing
GATS3vnumeric54 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
GATS4enumeric58 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS4inumeric58 unique values
0 missing
CATS2D_03_DLnumeric7 unique values
0 missing
GATS4mnumeric56 unique values
0 missing
CATS2D_03_LLnumeric12 unique values
0 missing
GATS4snumeric61 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS4vnumeric51 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
GATS5enumeric62 unique values
0 missing
CATS2D_04_ALnumeric13 unique values
0 missing
GATS5inumeric56 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS5mnumeric57 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS5pnumeric57 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
GATS5snumeric61 unique values
0 missing
CATS2D_04_LLnumeric10 unique values
0 missing
GATS5vnumeric55 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS6enumeric63 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
GATS6inumeric61 unique values
0 missing
CATS2D_05_ALnumeric12 unique values
0 missing
GATS6snumeric62 unique values
0 missing
CATS2D_05_DAnumeric5 unique values
0 missing
GATS6vnumeric59 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
GATS7enumeric60 unique values
0 missing
CATS2D_05_LLnumeric10 unique values
0 missing
GATS7inumeric58 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS7mnumeric59 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
GATS7pnumeric55 unique values
0 missing
CATS2D_06_ALnumeric9 unique values
0 missing
GATS7snumeric61 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
GATS7vnumeric57 unique values
0 missing
CATS2D_06_DLnumeric7 unique values
0 missing
GATS8enumeric60 unique values
0 missing
CATS2D_06_LLnumeric12 unique values
0 missing
GATS8inumeric55 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GATS8mnumeric60 unique values
0 missing
CATS2D_07_AAnumeric6 unique values
0 missing
GATS8pnumeric58 unique values
0 missing
CATS2D_07_ALnumeric12 unique values
0 missing
GATS8snumeric60 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GATS8vnumeric52 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
GGI1numeric12 unique values
0 missing
CATS2D_07_LLnumeric11 unique values
0 missing
GGI10numeric32 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GGI2numeric12 unique values
0 missing
CATS2D_08_ALnumeric10 unique values
0 missing
GGI3numeric23 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
GGI4numeric39 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
GGI5numeric36 unique values
0 missing
CATS2D_08_LLnumeric12 unique values
0 missing
GGI6numeric32 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GGI7numeric37 unique values
0 missing
CATS2D_09_ALnumeric10 unique values
0 missing
GGI8numeric34 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
GGI9numeric30 unique values
0 missing
CATS2D_09_LLnumeric13 unique values
0 missing
GMTInumeric42 unique values
0 missing
CENTnumeric41 unique values
0 missing
GMTIVnumeric60 unique values
0 missing
Chi0_AEA.bo.numeric37 unique values
0 missing
GNarnumeric24 unique values
0 missing
Chi0_AEA.dm.numeric37 unique values
0 missing
H.numeric28 unique values
0 missing
Chi0_AEA.ed.numeric37 unique values
0 missing
H.047numeric10 unique values
0 missing
Chi0_AEA.ri.numeric37 unique values
0 missing
H.048numeric4 unique values
0 missing
Chi0_EAnumeric37 unique values
0 missing
H.049numeric3 unique values
0 missing
Chi0_EA.bo.numeric41 unique values
0 missing
H.050numeric2 unique values
0 missing
Chi0_EA.dm.numeric43 unique values
0 missing
H.051numeric4 unique values
0 missing
Chi0_EA.ed.numeric42 unique values
0 missing
H.052numeric6 unique values
0 missing
Chi0_EA.ri.numeric59 unique values
0 missing
H.053numeric2 unique values
0 missing
Chi1_AEA.bo.numeric41 unique values
0 missing
HDcpxnumeric25 unique values
0 missing
Chi1_AEA.dm.numeric41 unique values
0 missing
HNarnumeric22 unique values
0 missing
Chi1_AEA.ed.numeric41 unique values
0 missing
HVcpxnumeric38 unique values
0 missing
Chi1_AEA.ri.numeric41 unique values
0 missing
Hynumeric29 unique values
0 missing
Chi1_EAnumeric41 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Chi1_EA.bo.numeric44 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi1_EA.dm.numeric48 unique values
0 missing
IACnumeric39 unique values
0 missing
Chi1_EA.ed.numeric42 unique values
0 missing
IC0numeric38 unique values
0 missing
Chi1_EA.ri.numeric64 unique values
0 missing
IC1numeric42 unique values
0 missing
CIC0numeric37 unique values
0 missing
IC2numeric48 unique values
0 missing
CIC1numeric44 unique values
0 missing
IC3numeric43 unique values
0 missing
CIC2numeric44 unique values
0 missing
IC4numeric39 unique values
0 missing
CIC3numeric44 unique values
0 missing
IC5numeric39 unique values
0 missing
CIC4numeric41 unique values
0 missing
ICRnumeric33 unique values
0 missing
CIDnumeric29 unique values
0 missing
IDDEnumeric32 unique values
0 missing
Cl.089numeric3 unique values
0 missing
IDDMnumeric25 unique values
0 missing
Cl.090numeric2 unique values
0 missing
IDEnumeric36 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IDETnumeric41 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IDMnumeric35 unique values
0 missing
CSInumeric38 unique values
0 missing
IDMTnumeric42 unique values
0 missing
DBInumeric16 unique values
0 missing
Infective.80numeric2 unique values
0 missing
D.Dtr04numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
D.Dtr05numeric40 unique values
0 missing
ISIZnumeric18 unique values
0 missing
D.Dtr06numeric41 unique values
0 missing
IVDEnumeric24 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
IVDMnumeric23 unique values
0 missing
D.Dtr09numeric5 unique values
0 missing
JGI1numeric27 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
JGI10numeric8 unique values
0 missing
DECCnumeric38 unique values
0 missing
JGI2numeric19 unique values
0 missing
DELSnumeric64 unique values
0 missing
JGI3numeric19 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI4numeric16 unique values
0 missing
DLS_01numeric2 unique values
0 missing
JGI5numeric13 unique values
0 missing
DLS_02numeric3 unique values
0 missing
JGI6numeric12 unique values
0 missing
DLS_03numeric2 unique values
0 missing
JGI7numeric8 unique values
0 missing
DLS_04numeric5 unique values
0 missing
JGI8numeric9 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI9numeric9 unique values
0 missing
DLS_06numeric3 unique values
0 missing
JGTnumeric37 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
67
Number of instances (rows) of the dataset.
NumberOfFeatures
652
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
651
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
8.19
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
0.95
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
10273.77
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
2.59
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.67
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
0.58
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
8.67
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
146.32
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-1.78
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.1
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.52
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
4.75
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
9.73
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
-0.06
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.85
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
31.6
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
-0.83
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.06
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.2
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
67
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.15
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
43440.16
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
8.39
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
99.85
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.01
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.38
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.15
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-CHEMBL1866
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1866
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1866
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1866
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1866
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1866
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1866
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1866
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1866
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1866
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1866
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1866
0 runs - estimation_procedure: 50 times Clustering
Define a new task