Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4176

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4176

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: CHEMBL4176 (TID: 11390), and it has 85 rows and 737 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.

739 features

pXC50 (target)numeric71 unique values
0 missing
molecule_id (row identifier)nominal85 unique values
0 missing
CSInumeric46 unique values
0 missing
IC1numeric61 unique values
0 missing
N.numeric37 unique values
0 missing
DBInumeric27 unique values
0 missing
IC2numeric60 unique values
0 missing
nNnumeric4 unique values
0 missing
D.Dtr05numeric13 unique values
0 missing
IC3numeric57 unique values
0 missing
P_VSA_e_3numeric16 unique values
0 missing
D.Dtr06numeric36 unique values
0 missing
IC4numeric54 unique values
0 missing
P_VSA_i_4numeric16 unique values
0 missing
D.Dtr07numeric4 unique values
0 missing
IC5numeric54 unique values
0 missing
MATS3enumeric57 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
ICRnumeric46 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
D.Dtr09numeric3 unique values
0 missing
IDDEnumeric43 unique values
0 missing
CATS2D_03_DLnumeric8 unique values
0 missing
D.Dtr10numeric3 unique values
0 missing
IDDMnumeric42 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
DECCnumeric47 unique values
0 missing
IDEnumeric47 unique values
0 missing
H.046numeric12 unique values
0 missing
DELSnumeric62 unique values
0 missing
IDETnumeric47 unique values
0 missing
GATS3enumeric59 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
IDMnumeric47 unique values
0 missing
AACnumeric54 unique values
0 missing
DLS_01numeric2 unique values
0 missing
IDMTnumeric47 unique values
0 missing
AECCnumeric43 unique values
0 missing
DLS_02numeric4 unique values
0 missing
Infective.50numeric2 unique values
0 missing
ALOGPnumeric60 unique values
0 missing
DLS_03numeric3 unique values
0 missing
Infective.80numeric2 unique values
0 missing
ALOGP2numeric60 unique values
0 missing
DLS_04numeric5 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
AMRnumeric60 unique values
0 missing
DLS_06numeric3 unique values
0 missing
ISIZnumeric32 unique values
0 missing
AMWnumeric56 unique values
0 missing
DLS_07numeric2 unique values
0 missing
IVDEnumeric34 unique values
0 missing
ARRnumeric14 unique values
0 missing
DLS_consnumeric17 unique values
0 missing
IVDMnumeric39 unique values
0 missing
ATS1enumeric56 unique values
0 missing
Dznumeric37 unique values
0 missing
JGI1numeric31 unique values
0 missing
ATS1inumeric60 unique values
0 missing
ECCnumeric43 unique values
0 missing
JGI10numeric6 unique values
0 missing
ATS1mnumeric58 unique values
0 missing
Eig01_AEA.bo.numeric41 unique values
0 missing
JGI2numeric37 unique values
0 missing
ATS1pnumeric58 unique values
0 missing
Eig01_AEA.dm.numeric52 unique values
0 missing
JGI3numeric33 unique values
0 missing
ATS1snumeric60 unique values
0 missing
Eig01_AEA.ed.numeric33 unique values
0 missing
JGI4numeric33 unique values
0 missing
ATS1vnumeric58 unique values
0 missing
Eig01_AEA.ri.numeric43 unique values
0 missing
JGI5numeric23 unique values
0 missing
ATS2enumeric59 unique values
0 missing
Eig01_EAnumeric36 unique values
0 missing
JGI6numeric16 unique values
0 missing
ATS2inumeric57 unique values
0 missing
Eig01_EA.bo.numeric42 unique values
0 missing
JGI7numeric13 unique values
0 missing
ATS2mnumeric62 unique values
0 missing
Eig01_EA.dm.numeric31 unique values
0 missing
JGI8numeric9 unique values
0 missing
ATS2pnumeric61 unique values
0 missing
Eig01_EA.ed.numeric36 unique values
0 missing
JGI9numeric11 unique values
0 missing
ATS2snumeric58 unique values
0 missing
Eig01_EA.ri.numeric46 unique values
0 missing
JGTnumeric44 unique values
0 missing
ATS2vnumeric60 unique values
0 missing
Eig02_AEA.bo.numeric44 unique values
0 missing
LLS_01numeric6 unique values
0 missing
ATS3enumeric61 unique values
0 missing
Eig02_AEA.dm.numeric54 unique values
0 missing
LLS_02numeric3 unique values
0 missing
ATS3inumeric60 unique values
0 missing
Eig02_AEA.ed.numeric33 unique values
0 missing
LOCnumeric43 unique values
0 missing
ATS3mnumeric60 unique values
0 missing
Eig02_AEA.ri.numeric51 unique values
0 missing
LPRSnumeric47 unique values
0 missing
ATS3pnumeric62 unique values
0 missing
Eig02_EAnumeric39 unique values
0 missing
MATS1enumeric52 unique values
0 missing
ATS3snumeric59 unique values
0 missing
Eig02_EA.bo.numeric44 unique values
0 missing
MATS1inumeric51 unique values
0 missing
ATS3vnumeric61 unique values
0 missing
Eig02_EA.dm.numeric24 unique values
0 missing
MATS1mnumeric49 unique values
0 missing
ATS4enumeric61 unique values
0 missing
Eig02_EA.ed.numeric38 unique values
0 missing
MATS1pnumeric57 unique values
0 missing
ATS4inumeric60 unique values
0 missing
Eig02_EA.ri.numeric53 unique values
0 missing
MATS1snumeric54 unique values
0 missing
ATS4mnumeric60 unique values
0 missing
Eig03_AEA.bo.numeric47 unique values
0 missing
MATS1vnumeric49 unique values
0 missing
ATS4pnumeric60 unique values
0 missing
Eig03_AEA.dm.numeric57 unique values
0 missing
MATS2enumeric56 unique values
0 missing
ATS4snumeric61 unique values
0 missing
Eig03_AEA.ed.numeric38 unique values
0 missing
MATS2inumeric58 unique values
0 missing
ATS4vnumeric61 unique values
0 missing
Eig03_AEA.ri.numeric54 unique values
0 missing
MATS2mnumeric51 unique values
0 missing
ATS5enumeric61 unique values
0 missing
Eig03_EAnumeric41 unique values
0 missing
MATS2pnumeric50 unique values
0 missing
ATS5inumeric60 unique values
0 missing
Eig03_EA.bo.numeric47 unique values
0 missing
MATS2snumeric52 unique values
0 missing
ATS5mnumeric61 unique values
0 missing
Eig03_EA.dm.numeric15 unique values
0 missing
MATS2vnumeric54 unique values
0 missing
ATS5pnumeric60 unique values
0 missing
Eig03_EA.ed.numeric41 unique values
0 missing
MATS3inumeric56 unique values
0 missing
ATS5snumeric60 unique values
0 missing
Eig03_EA.ri.numeric57 unique values
0 missing
MATS3mnumeric49 unique values
0 missing
ATS5vnumeric62 unique values
0 missing
Eig04_AEA.bo.numeric51 unique values
0 missing
MATS3pnumeric55 unique values
0 missing
ATS6enumeric60 unique values
0 missing
Eig04_AEA.dm.numeric60 unique values
0 missing
MATS3snumeric54 unique values
0 missing
ATS6inumeric58 unique values
0 missing
Eig04_AEA.ed.numeric45 unique values
0 missing
MATS3vnumeric57 unique values
0 missing
ATS6mnumeric60 unique values
0 missing
Eig04_AEA.ri.numeric58 unique values
0 missing
MATS4enumeric54 unique values
0 missing
ATS6pnumeric60 unique values
0 missing
Eig04_EAnumeric46 unique values
0 missing
MATS4inumeric55 unique values
0 missing
ATS6snumeric59 unique values
0 missing
Eig04_EA.bo.numeric50 unique values
0 missing
MATS4mnumeric57 unique values
0 missing
ATS6vnumeric59 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
MATS4pnumeric54 unique values
0 missing
ATS7enumeric51 unique values
0 missing
Eig04_EA.ed.numeric47 unique values
0 missing
MATS4snumeric54 unique values
0 missing
ATS7inumeric51 unique values
0 missing
Eig04_EA.ri.numeric57 unique values
0 missing
MATS4vnumeric55 unique values
0 missing
ATS7mnumeric50 unique values
0 missing
Eig05_AEA.bo.numeric50 unique values
0 missing
MATS5enumeric54 unique values
0 missing
ATS7pnumeric50 unique values
0 missing
Eig05_AEA.dm.numeric59 unique values
0 missing
MATS5inumeric57 unique values
0 missing
ATS7snumeric51 unique values
0 missing
Eig05_AEA.ed.numeric44 unique values
0 missing
MATS5mnumeric53 unique values
0 missing
ATS7vnumeric51 unique values
0 missing
Eig05_AEA.ri.numeric58 unique values
0 missing
MATS5pnumeric58 unique values
0 missing
ATS8enumeric41 unique values
0 missing
Eig05_EAnumeric46 unique values
0 missing
MATS5snumeric52 unique values
0 missing
ATS8inumeric39 unique values
0 missing
Eig05_EA.bo.numeric51 unique values
0 missing
MATS5vnumeric56 unique values
0 missing
ATS8mnumeric41 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
MATS6enumeric53 unique values
0 missing
ATS8pnumeric41 unique values
0 missing
Eig05_EA.ed.numeric47 unique values
0 missing
MATS6inumeric58 unique values
0 missing
ATS8snumeric41 unique values
0 missing
Eig05_EA.ri.numeric55 unique values
0 missing
MATS6mnumeric58 unique values
0 missing
ATS8vnumeric41 unique values
0 missing
Eig06_AEA.bo.numeric49 unique values
0 missing
MATS6pnumeric59 unique values
0 missing
ATSC1enumeric50 unique values
0 missing
Eig06_AEA.dm.numeric59 unique values
0 missing
MATS6snumeric53 unique values
0 missing
ATSC1inumeric56 unique values
0 missing
Eig06_AEA.ed.numeric44 unique values
0 missing
MATS6vnumeric57 unique values
0 missing
ATSC1mnumeric60 unique values
0 missing
Eig06_AEA.ri.numeric55 unique values
0 missing
MATS7enumeric52 unique values
0 missing
ATSC1pnumeric59 unique values
0 missing
Eig06_EAnumeric45 unique values
0 missing
MATS7inumeric50 unique values
0 missing
ATSC1snumeric62 unique values
0 missing
Eig06_EA.bo.numeric48 unique values
0 missing
MATS7mnumeric49 unique values
0 missing
ATSC1vnumeric60 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
MATS7pnumeric50 unique values
0 missing
ATSC2enumeric56 unique values
0 missing
Eig06_EA.ed.numeric47 unique values
0 missing
MATS7snumeric52 unique values
0 missing
ATSC2inumeric60 unique values
0 missing
Eig06_EA.ri.numeric54 unique values
0 missing
MATS7vnumeric54 unique values
0 missing
ATSC2mnumeric62 unique values
0 missing
Eig07_AEA.bo.numeric48 unique values
0 missing
MATS8enumeric44 unique values
0 missing
ATSC2pnumeric60 unique values
0 missing
Eig07_AEA.dm.numeric55 unique values
0 missing
MATS8inumeric46 unique values
0 missing
ATSC2snumeric62 unique values
0 missing
Eig07_AEA.ed.numeric43 unique values
0 missing
MATS8mnumeric42 unique values
0 missing
ATSC2vnumeric62 unique values
0 missing
Eig07_AEA.ri.numeric53 unique values
0 missing
MATS8pnumeric45 unique values
0 missing
ATSC3enumeric60 unique values
0 missing
Eig07_EAnumeric38 unique values
0 missing
MATS8snumeric44 unique values
0 missing
ATSC3inumeric60 unique values
0 missing
Eig07_EA.bo.numeric45 unique values
0 missing
MATS8vnumeric42 unique values
0 missing
ATSC3mnumeric62 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
MAXDNnumeric57 unique values
0 missing
ATSC3pnumeric62 unique values
0 missing
Eig07_EA.ed.numeric43 unique values
0 missing
MAXDPnumeric61 unique values
0 missing
ATSC3snumeric62 unique values
0 missing
Eig07_EA.ri.numeric53 unique values
0 missing
MCDnumeric32 unique values
0 missing
ATSC3vnumeric62 unique values
0 missing
Eig08_AEA.bo.numeric50 unique values
0 missing
MDDDnumeric46 unique values
0 missing
ATSC4enumeric61 unique values
0 missing
Eig08_AEA.dm.numeric57 unique values
0 missing
Menumeric34 unique values
0 missing
ATSC4inumeric62 unique values
0 missing
Eig08_AEA.ed.numeric39 unique values
0 missing
Minumeric30 unique values
0 missing
ATSC4mnumeric62 unique values
0 missing
Eig08_AEA.ri.numeric55 unique values
0 missing
MLOGPnumeric54 unique values
0 missing
ATSC4pnumeric62 unique values
0 missing
Eig08_EAnumeric42 unique values
0 missing
MLOGP2numeric54 unique values
0 missing
ATSC4snumeric62 unique values
0 missing
Eig08_EA.bo.numeric49 unique values
0 missing
Mpnumeric40 unique values
0 missing
ATSC4vnumeric62 unique values
0 missing
Eig08_EA.dm.numeric5 unique values
0 missing
MPC01numeric20 unique values
0 missing
ATSC5enumeric59 unique values
0 missing
Eig08_EA.ed.numeric46 unique values
0 missing
MPC02numeric24 unique values
0 missing
ATSC5inumeric60 unique values
0 missing
Eig08_EA.ri.numeric56 unique values
0 missing
MPC03numeric30 unique values
0 missing
ATSC5mnumeric62 unique values
0 missing
Eig09_AEA.bo.numeric47 unique values
0 missing
MPC04numeric32 unique values
0 missing
ATSC5pnumeric62 unique values
0 missing
Eig09_AEA.dm.numeric60 unique values
0 missing
MPC05numeric37 unique values
0 missing
ATSC5snumeric62 unique values
0 missing
Eig09_AEA.ed.numeric46 unique values
0 missing
MPC06numeric39 unique values
0 missing
ATSC5vnumeric62 unique values
0 missing
Eig09_AEA.ri.numeric52 unique values
0 missing
MPC07numeric40 unique values
0 missing
ATSC6enumeric59 unique values
0 missing
Eig09_EAnumeric46 unique values
0 missing
MPC08numeric33 unique values
0 missing
ATSC6inumeric60 unique values
0 missing
Eig09_EA.bo.numeric49 unique values
0 missing
MPC09numeric29 unique values
0 missing
ATSC6mnumeric62 unique values
0 missing
Eig09_EA.dm.numeric5 unique values
0 missing
MPC10numeric30 unique values
0 missing
ATSC6pnumeric62 unique values
0 missing
Eig09_EA.ed.numeric46 unique values
0 missing
MSDnumeric47 unique values
0 missing
ATSC6snumeric62 unique values
0 missing
Eig09_EA.ri.numeric53 unique values
0 missing
Mvnumeric45 unique values
0 missing
ATSC6vnumeric62 unique values
0 missing
Eig10_AEA.bo.numeric47 unique values
0 missing
MWnumeric56 unique values
0 missing
ATSC7enumeric54 unique values
0 missing
Eig10_AEA.dm.numeric57 unique values
0 missing
MWC01numeric20 unique values
0 missing
ATSC7inumeric52 unique values
0 missing
Eig10_AEA.ed.numeric41 unique values
0 missing
MWC02numeric28 unique values
0 missing
ATSC7mnumeric56 unique values
0 missing
Eig10_AEA.ri.numeric53 unique values
0 missing
MWC03numeric38 unique values
0 missing
ATSC7pnumeric56 unique values
0 missing
Eig10_EAnumeric42 unique values
0 missing
MWC04numeric44 unique values
0 missing
ATSC7snumeric57 unique values
0 missing
Eig10_EA.bo.numeric49 unique values
0 missing
MWC05numeric44 unique values
0 missing
ATSC7vnumeric56 unique values
0 missing
Eig10_EA.dm.numeric7 unique values
0 missing
MWC06numeric46 unique values
0 missing
ATSC8enumeric44 unique values
0 missing
Eig10_EA.ed.numeric46 unique values
0 missing
MWC07numeric46 unique values
0 missing
ATSC8inumeric43 unique values
0 missing
Eig10_EA.ri.numeric53 unique values
0 missing
MWC08numeric47 unique values
0 missing
ATSC8mnumeric47 unique values
0 missing
Eig11_AEA.bo.numeric42 unique values
0 missing
MWC09numeric47 unique values
0 missing
ATSC8pnumeric47 unique values
0 missing
Eig11_AEA.dm.numeric54 unique values
0 missing
MWC10numeric45 unique values
0 missing
ATSC8snumeric47 unique values
0 missing
Eig11_AEA.ed.numeric38 unique values
0 missing
N.066numeric2 unique values
0 missing
ATSC8vnumeric47 unique values
0 missing
Eig11_AEA.ri.numeric50 unique values
0 missing
N.067numeric3 unique values
0 missing
BACnumeric25 unique values
0 missing
Eig11_EAnumeric40 unique values
0 missing
N.068numeric2 unique values
0 missing
BBInumeric24 unique values
0 missing
Eig11_EA.bo.numeric41 unique values
0 missing
N.069numeric2 unique values
0 missing
BIC0numeric45 unique values
0 missing
Eig11_EA.dm.numeric9 unique values
0 missing
N.070numeric2 unique values
0 missing
BIC1numeric53 unique values
0 missing
Eig11_EA.ed.numeric43 unique values
0 missing
N.071numeric2 unique values
0 missing
BIC2numeric53 unique values
0 missing
Eig11_EA.ri.numeric51 unique values
0 missing
N.072numeric3 unique values
0 missing
BIC3numeric49 unique values
0 missing
Eig12_AEA.bo.numeric38 unique values
0 missing
N.074numeric3 unique values
0 missing
BIC4numeric42 unique values
0 missing
Eig12_AEA.dm.numeric46 unique values
0 missing
N.076numeric2 unique values
0 missing
BIC5numeric45 unique values
0 missing
Eig12_AEA.ed.numeric38 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
BIDnumeric40 unique values
0 missing
Eig12_AEA.ri.numeric35 unique values
0 missing
NaaCHnumeric6 unique values
0 missing
BLInumeric57 unique values
0 missing
Eig12_EAnumeric32 unique values
0 missing
NaaOnumeric2 unique values
0 missing
BLTA96numeric51 unique values
0 missing
Eig12_EA.bo.numeric37 unique values
0 missing
NaasCnumeric4 unique values
0 missing
BLTD48numeric51 unique values
0 missing
Eig12_EA.dm.numeric7 unique values
0 missing
nABnumeric4 unique values
0 missing
BLTF96numeric51 unique values
0 missing
Eig12_EA.ed.numeric36 unique values
0 missing
nArCONHRnumeric2 unique values
0 missing
C.numeric38 unique values
0 missing
Eig12_EA.ri.numeric37 unique values
0 missing
nArCONR2numeric2 unique values
0 missing
C.001numeric4 unique values
0 missing
Eig13_AEA.bo.numeric31 unique values
0 missing
nArCOORnumeric2 unique values
0 missing
C.002numeric11 unique values
0 missing
Eig13_AEA.dm.numeric40 unique values
0 missing
nArNHRnumeric2 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig13_AEA.ed.numeric34 unique values
0 missing
nArNO2numeric2 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig13_AEA.ri.numeric33 unique values
0 missing
nArNR2numeric2 unique values
0 missing
C.006numeric5 unique values
0 missing
Eig13_EAnumeric28 unique values
0 missing
nArORnumeric2 unique values
0 missing
C.007numeric2 unique values
0 missing
Eig13_EA.bo.numeric34 unique values
0 missing
nATnumeric32 unique values
0 missing
C.008numeric6 unique values
0 missing
Eig13_EA.dm.numeric7 unique values
0 missing
nBMnumeric7 unique values
0 missing
C.009numeric3 unique values
0 missing
Eig13_EA.ed.numeric33 unique values
0 missing
nBnznumeric3 unique values
0 missing
C.010numeric2 unique values
0 missing
Eig13_EA.ri.numeric33 unique values
0 missing
nBOnumeric20 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig14_AEA.bo.numeric29 unique values
0 missing
nBTnumeric29 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig14_AEA.dm.numeric34 unique values
0 missing
nCnumeric16 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig14_AEA.ed.numeric32 unique values
0 missing
nCarnumeric4 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig14_AEA.ri.numeric32 unique values
0 missing
nCb.numeric5 unique values
0 missing
C.018numeric2 unique values
0 missing
Eig14_EAnumeric30 unique values
0 missing
nCbHnumeric5 unique values
0 missing
C.024numeric6 unique values
0 missing
Eig14_EA.bo.numeric31 unique values
0 missing
nCconjnumeric3 unique values
0 missing
C.025numeric3 unique values
0 missing
Eig14_EA.dm.numeric5 unique values
0 missing
nCICnumeric4 unique values
0 missing
C.026numeric3 unique values
0 missing
Eig14_EA.ed.numeric33 unique values
0 missing
nCIRnumeric5 unique values
0 missing
C.034numeric2 unique values
0 missing
Eig14_EA.ri.numeric30 unique values
0 missing
nCpnumeric4 unique values
0 missing
C.036numeric2 unique values
0 missing
Eig15_AEA.bo.numeric27 unique values
0 missing
nCrsnumeric7 unique values
0 missing
C.038numeric2 unique values
0 missing
Eig15_AEA.dm.numeric31 unique values
0 missing
nCrtnumeric3 unique values
0 missing
C.040numeric2 unique values
0 missing
Eig15_AEA.ed.numeric29 unique values
0 missing
nCsnumeric13 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig15_AEA.ri.numeric33 unique values
0 missing
nCspnumeric2 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eig15_EAnumeric28 unique values
0 missing
nCsp2numeric10 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eig15_EA.bo.numeric26 unique values
0 missing
nCsp3numeric14 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eig15_EA.dm.numeric4 unique values
0 missing
nCtnumeric3 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eig15_EA.ed.numeric30 unique values
0 missing
nDBnumeric3 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
Eig15_EA.ri.numeric33 unique values
0 missing
NdCH2numeric2 unique values
0 missing
CATS2D_01_DDnumeric2 unique values
0 missing
Eta_alphanumeric47 unique values
0 missing
NddsNnumeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_alpha_Anumeric34 unique values
0 missing
NddssSnumeric2 unique values
0 missing
CATS2D_01_DPnumeric2 unique values
0 missing
Eta_Bnumeric29 unique values
0 missing
NdNHnumeric2 unique values
0 missing
CATS2D_01_LLnumeric12 unique values
0 missing
Eta_B_Anumeric21 unique values
0 missing
NdOnumeric3 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
Eta_betanumeric39 unique values
0 missing
NdsCHnumeric3 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
Eta_beta_Anumeric45 unique values
0 missing
NdsNnumeric2 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
Eta_betaPnumeric13 unique values
0 missing
NdssCnumeric3 unique values
0 missing
CATS2D_02_DDnumeric3 unique values
0 missing
Eta_betaP_Anumeric29 unique values
0 missing
NdsssPnumeric2 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
Eta_betaSnumeric32 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
Eta_betaS_Anumeric33 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
Eta_Cnumeric62 unique values
0 missing
nFuranesnumeric2 unique values
0 missing
CATS2D_02_LLnumeric12 unique values
0 missing
Eta_C_Anumeric60 unique values
0 missing
nHnumeric24 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
Eta_epsinumeric55 unique values
0 missing
nHAccnumeric8 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
Eta_epsi_Anumeric49 unique values
0 missing
nHDonnumeric9 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
Eta_Fnumeric62 unique values
0 missing
nHetnumeric8 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Eta_F_Anumeric58 unique values
0 missing
nHMnumeric3 unique values
0 missing
CATS2D_03_DAnumeric6 unique values
0 missing
Eta_FLnumeric55 unique values
0 missing
nN.C.N.numeric2 unique values
0 missing
CATS2D_03_DDnumeric9 unique values
0 missing
Eta_FL_Anumeric52 unique values
0 missing
nN.Nnumeric2 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
Eta_Lnumeric61 unique values
0 missing
NNRSnumeric4 unique values
0 missing
CATS2D_03_DPnumeric3 unique values
0 missing
Eta_L_Anumeric53 unique values
0 missing
nOnumeric7 unique values
0 missing
CATS2D_03_LLnumeric8 unique values
0 missing
Eta_sh_pnumeric51 unique values
0 missing
nOHpnumeric3 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
Eta_sh_xnumeric9 unique values
0 missing
nOHsnumeric5 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
Eta_sh_ynumeric51 unique values
0 missing
nOHtnumeric2 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS1enumeric57 unique values
0 missing
nPnumeric2 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
GATS1inumeric57 unique values
0 missing
nPO4numeric2 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
GATS1mnumeric56 unique values
0 missing
nPyrrolidinesnumeric3 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
GATS1pnumeric57 unique values
0 missing
nR05numeric3 unique values
0 missing
CATS2D_04_DDnumeric7 unique values
0 missing
GATS1snumeric56 unique values
0 missing
nR06numeric4 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
GATS1vnumeric55 unique values
0 missing
nR07numeric2 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
GATS2enumeric55 unique values
0 missing
nR08numeric2 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
GATS2inumeric60 unique values
0 missing
nR09numeric2 unique values
0 missing
CATS2D_04_LLnumeric8 unique values
0 missing
GATS2mnumeric61 unique values
0 missing
nR10numeric2 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
GATS2pnumeric55 unique values
0 missing
nRCHOnumeric2 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS2snumeric58 unique values
0 missing
nRCNnumeric2 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GATS2vnumeric56 unique values
0 missing
nRC.Nnumeric3 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
GATS3inumeric60 unique values
0 missing
nRCOnumeric2 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
GATS3mnumeric51 unique values
0 missing
nRCONHRnumeric2 unique values
0 missing
CATS2D_05_DDnumeric5 unique values
0 missing
GATS3pnumeric57 unique values
0 missing
nRCOORnumeric2 unique values
0 missing
CATS2D_05_DLnumeric7 unique values
0 missing
GATS3snumeric51 unique values
0 missing
nR.Cpnumeric2 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
GATS3vnumeric57 unique values
0 missing
nR.Csnumeric2 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS4enumeric57 unique values
0 missing
nR.Ctnumeric2 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS4inumeric53 unique values
0 missing
nRNH2numeric2 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS4mnumeric57 unique values
0 missing
nRNHRnumeric3 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS4pnumeric55 unique values
0 missing
nRNR2numeric2 unique values
0 missing
CATS2D_06_ALnumeric5 unique values
0 missing
GATS4snumeric58 unique values
0 missing
nROCONnumeric2 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
GATS4vnumeric51 unique values
0 missing
nROHnumeric6 unique values
0 missing
CATS2D_06_DDnumeric5 unique values
0 missing
GATS5enumeric56 unique values
0 missing
nRORnumeric3 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
GATS5inumeric60 unique values
0 missing
NRSnumeric3 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
GATS5mnumeric58 unique values
0 missing
nRSRnumeric3 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GATS5pnumeric60 unique values
0 missing
nSnumeric3 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GATS5snumeric58 unique values
0 missing
NsCH3numeric4 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GATS5vnumeric59 unique values
0 missing
nSHnumeric2 unique values
0 missing
CATS2D_07_ALnumeric4 unique values
0 missing
GATS6enumeric53 unique values
0 missing
nSKnumeric19 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GATS6inumeric55 unique values
0 missing
NsNH2numeric2 unique values
0 missing
CATS2D_07_DDnumeric4 unique values
0 missing
GATS6mnumeric50 unique values
0 missing
nSO2Nnumeric2 unique values
0 missing
CATS2D_07_DLnumeric8 unique values
0 missing
GATS6pnumeric56 unique values
0 missing
nSO2OHnumeric2 unique values
0 missing
CATS2D_07_DPnumeric3 unique values
0 missing
GATS6snumeric55 unique values
0 missing
NsOHnumeric6 unique values
0 missing
CATS2D_07_LLnumeric8 unique values
0 missing
GATS6vnumeric54 unique values
0 missing
NssCH2numeric12 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
GATS7enumeric44 unique values
0 missing
NsSHnumeric2 unique values
0 missing
CATS2D_08_ALnumeric4 unique values
0 missing
GATS7inumeric40 unique values
0 missing
NssNHnumeric4 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
GATS7mnumeric46 unique values
0 missing
NssOnumeric4 unique values
0 missing
CATS2D_08_DDnumeric4 unique values
0 missing
GATS7pnumeric43 unique values
0 missing
NssSnumeric3 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
GATS7snumeric47 unique values
0 missing
NsssCHnumeric5 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GATS7vnumeric45 unique values
0 missing
NsssNnumeric3 unique values
0 missing
CATS2D_08_LLnumeric7 unique values
0 missing
GATS8enumeric35 unique values
0 missing
NssssCnumeric2 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
GATS8inumeric33 unique values
0 missing
nTBnumeric2 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GATS8mnumeric35 unique values
0 missing
NtNnumeric2 unique values
0 missing
CATS2D_09_ALnumeric3 unique values
0 missing
GATS8pnumeric36 unique values
0 missing
NtsCnumeric2 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
GATS8snumeric36 unique values
0 missing
O.numeric45 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
GATS8vnumeric33 unique values
0 missing
O.056numeric6 unique values
0 missing
CATS2D_09_DLnumeric6 unique values
0 missing
GGI1numeric10 unique values
0 missing
O.058numeric3 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
GGI10numeric14 unique values
0 missing
CATS2D_09_LLnumeric6 unique values
0 missing
GGI2numeric13 unique values
0 missing
CENTnumeric45 unique values
0 missing
GGI3numeric31 unique values
0 missing
Chi0_AEA.bo.numeric46 unique values
0 missing
GGI4numeric35 unique values
0 missing
Chi0_AEA.dm.numeric46 unique values
0 missing
GGI5numeric28 unique values
0 missing
Chi0_AEA.ed.numeric46 unique values
0 missing
GGI6numeric26 unique values
0 missing
Chi0_AEA.ri.numeric46 unique values
0 missing
GGI7numeric23 unique values
0 missing
Chi0_EAnumeric46 unique values
0 missing
GGI8numeric22 unique values
0 missing
Chi0_EA.bo.numeric52 unique values
0 missing
GGI9numeric18 unique values
0 missing
Chi0_EA.dm.numeric51 unique values
0 missing
GMTInumeric47 unique values
0 missing
Chi0_EA.ed.numeric46 unique values
0 missing
GMTIVnumeric61 unique values
0 missing
Chi0_EA.ri.numeric58 unique values
0 missing
GNarnumeric36 unique values
0 missing
Chi1_AEA.bo.numeric46 unique values
0 missing
H.numeric43 unique values
0 missing
Chi1_AEA.dm.numeric46 unique values
0 missing
H.047numeric12 unique values
0 missing
Chi1_AEA.ed.numeric46 unique values
0 missing
H.048numeric4 unique values
0 missing
Chi1_AEA.ri.numeric46 unique values
0 missing
H.049numeric2 unique values
0 missing
Chi1_EAnumeric46 unique values
0 missing
H.050numeric9 unique values
0 missing
Chi1_EA.bo.numeric51 unique values
0 missing
H.051numeric3 unique values
0 missing
Chi1_EA.dm.numeric54 unique values
0 missing
H.052numeric6 unique values
0 missing
Chi1_EA.ed.numeric47 unique values
0 missing
H.053numeric3 unique values
0 missing
Chi1_EA.ri.numeric58 unique values
0 missing
HDcpxnumeric42 unique values
0 missing
CIC0numeric55 unique values
0 missing
HNarnumeric35 unique values
0 missing
CIC1numeric61 unique values
0 missing
HVcpxnumeric47 unique values
0 missing
CIC2numeric59 unique values
0 missing
Hynumeric50 unique values
0 missing
CIC3numeric55 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
CIC4numeric52 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
CIC5numeric52 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
CIDnumeric45 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IACnumeric56 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IC0numeric54 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
85
Number of instances (rows) of the dataset.
NumberOfFeatures
739
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
738
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
8.69
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.79
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
1.5
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
0.71
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
21.47
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
0.73
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.95
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.44
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
85
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.84
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
5883.25
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
4.62
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
2.93
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-9.22
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
9.22
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
1.86
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
6426.36
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.51
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.08
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
0.05
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
9.7
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
20.85
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.01
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.17
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.16
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4176
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4176
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4176
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4176
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4176
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4176
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4176
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4176
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4176
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4176
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4176
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4176
0 runs - estimation_procedure: 50 times Clustering
Define a new task