Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5982

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5982

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: CHEMBL5982 (TID: 11989), and it has 43 rows and 725 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.

727 features

pXC50 (target)numeric35 unique values
0 missing
molecule_id (row identifier)nominal43 unique values
0 missing
cRo5numeric2 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
PDInumeric31 unique values
0 missing
CSInumeric32 unique values
0 missing
IACnumeric37 unique values
0 missing
AACnumeric35 unique values
0 missing
DBInumeric20 unique values
0 missing
IC0numeric35 unique values
0 missing
AECCnumeric33 unique values
0 missing
D.Dtr03numeric3 unique values
0 missing
IC1numeric37 unique values
0 missing
ALOGPnumeric38 unique values
0 missing
D.Dtr05numeric10 unique values
0 missing
IC2numeric40 unique values
0 missing
ALOGP2numeric38 unique values
0 missing
D.Dtr06numeric33 unique values
0 missing
IC3numeric37 unique values
0 missing
AMRnumeric38 unique values
0 missing
D.Dtr09numeric5 unique values
0 missing
IC4numeric34 unique values
0 missing
AMWnumeric37 unique values
0 missing
D.Dtr10numeric22 unique values
0 missing
IC5numeric36 unique values
0 missing
ARRnumeric24 unique values
0 missing
DECCnumeric31 unique values
0 missing
ICRnumeric31 unique values
0 missing
ATS1enumeric37 unique values
0 missing
DELSnumeric40 unique values
0 missing
IDDEnumeric31 unique values
0 missing
ATS1inumeric36 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
IDDMnumeric31 unique values
0 missing
ATS1mnumeric37 unique values
0 missing
DLS_01numeric3 unique values
0 missing
IDEnumeric32 unique values
0 missing
ATS1pnumeric38 unique values
0 missing
DLS_02numeric4 unique values
0 missing
IDETnumeric33 unique values
0 missing
ATS1snumeric38 unique values
0 missing
DLS_03numeric4 unique values
0 missing
IDMnumeric33 unique values
0 missing
ATS1vnumeric37 unique values
0 missing
DLS_04numeric4 unique values
0 missing
IDMTnumeric33 unique values
0 missing
ATS2enumeric38 unique values
0 missing
DLS_05numeric3 unique values
0 missing
Infective.80numeric2 unique values
0 missing
ATS2inumeric37 unique values
0 missing
DLS_06numeric3 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
ATS2mnumeric37 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ISIZnumeric24 unique values
0 missing
ATS2pnumeric38 unique values
0 missing
DLS_consnumeric10 unique values
0 missing
IVDEnumeric24 unique values
0 missing
ATS2snumeric40 unique values
0 missing
Dznumeric32 unique values
0 missing
IVDMnumeric24 unique values
0 missing
ATS2vnumeric38 unique values
0 missing
ECCnumeric32 unique values
0 missing
JGI1numeric26 unique values
0 missing
ATS3enumeric37 unique values
0 missing
Eig01_AEA.bo.numeric19 unique values
0 missing
JGI10numeric7 unique values
0 missing
ATS3inumeric38 unique values
0 missing
Eig01_AEA.dm.numeric14 unique values
0 missing
JGI2numeric19 unique values
0 missing
ATS3mnumeric38 unique values
0 missing
Eig01_AEA.ed.numeric15 unique values
0 missing
JGI3numeric17 unique values
0 missing
ATS3pnumeric39 unique values
0 missing
Eig01_AEA.ri.numeric20 unique values
0 missing
JGI4numeric13 unique values
0 missing
ATS3snumeric40 unique values
0 missing
Eig01_EAnumeric18 unique values
0 missing
JGI5numeric12 unique values
0 missing
ATS3vnumeric37 unique values
0 missing
Eig01_EA.bo.numeric20 unique values
0 missing
JGI6numeric11 unique values
0 missing
ATS4enumeric39 unique values
0 missing
Eig01_EA.dm.numeric9 unique values
0 missing
JGI7numeric8 unique values
0 missing
ATS4inumeric37 unique values
0 missing
Eig01_EA.ed.numeric18 unique values
0 missing
JGI8numeric6 unique values
0 missing
ATS4mnumeric39 unique values
0 missing
Eig01_EA.ri.numeric20 unique values
0 missing
JGI9numeric8 unique values
0 missing
ATS4pnumeric39 unique values
0 missing
Eig02_AEA.bo.numeric21 unique values
0 missing
JGTnumeric28 unique values
0 missing
ATS4snumeric39 unique values
0 missing
Eig02_AEA.dm.numeric19 unique values
0 missing
LLS_01numeric4 unique values
0 missing
ATS4vnumeric37 unique values
0 missing
Eig02_AEA.ed.numeric18 unique values
0 missing
LLS_02numeric4 unique values
0 missing
ATS5enumeric39 unique values
0 missing
Eig02_AEA.ri.numeric23 unique values
0 missing
LOCnumeric30 unique values
0 missing
ATS5inumeric38 unique values
0 missing
Eig02_EAnumeric22 unique values
0 missing
LPRSnumeric33 unique values
0 missing
ATS5mnumeric39 unique values
0 missing
Eig02_EA.bo.numeric23 unique values
0 missing
MATS1enumeric28 unique values
0 missing
ATS5pnumeric37 unique values
0 missing
Eig02_EA.dm.numeric9 unique values
0 missing
MATS1inumeric31 unique values
0 missing
ATS5snumeric38 unique values
0 missing
Eig02_EA.ed.numeric22 unique values
0 missing
MATS1mnumeric30 unique values
0 missing
ATS5vnumeric38 unique values
0 missing
Eig02_EA.ri.numeric22 unique values
0 missing
MATS1pnumeric35 unique values
0 missing
ATS6enumeric40 unique values
0 missing
Eig03_AEA.bo.numeric27 unique values
0 missing
MATS1snumeric30 unique values
0 missing
ATS6inumeric38 unique values
0 missing
Eig03_AEA.dm.numeric23 unique values
0 missing
MATS1vnumeric31 unique values
0 missing
ATS6mnumeric40 unique values
0 missing
Eig03_AEA.ed.numeric20 unique values
0 missing
MATS2enumeric36 unique values
0 missing
ATS6pnumeric39 unique values
0 missing
Eig03_AEA.ri.numeric26 unique values
0 missing
MATS2inumeric37 unique values
0 missing
ATS6snumeric39 unique values
0 missing
Eig03_EAnumeric24 unique values
0 missing
MATS2mnumeric32 unique values
0 missing
ATS6vnumeric40 unique values
0 missing
Eig03_EA.bo.numeric28 unique values
0 missing
MATS2pnumeric36 unique values
0 missing
ATS7enumeric39 unique values
0 missing
Eig03_EA.dm.numeric12 unique values
0 missing
MATS2snumeric29 unique values
0 missing
ATS7inumeric40 unique values
0 missing
Eig03_EA.ed.numeric24 unique values
0 missing
MATS2vnumeric34 unique values
0 missing
ATS7mnumeric40 unique values
0 missing
Eig03_EA.ri.numeric26 unique values
0 missing
MATS3enumeric35 unique values
0 missing
ATS7pnumeric39 unique values
0 missing
Eig04_AEA.bo.numeric28 unique values
0 missing
MATS3inumeric36 unique values
0 missing
ATS7snumeric40 unique values
0 missing
Eig04_AEA.dm.numeric21 unique values
0 missing
MATS3mnumeric32 unique values
0 missing
ATS7vnumeric40 unique values
0 missing
Eig04_AEA.ed.numeric26 unique values
0 missing
MATS3pnumeric35 unique values
0 missing
ATS8enumeric40 unique values
0 missing
Eig04_AEA.ri.numeric31 unique values
0 missing
MATS3snumeric32 unique values
0 missing
ATS8inumeric40 unique values
0 missing
Eig04_EAnumeric28 unique values
0 missing
MATS3vnumeric38 unique values
0 missing
ATS8mnumeric39 unique values
0 missing
Eig04_EA.bo.numeric27 unique values
0 missing
MATS4enumeric39 unique values
0 missing
ATS8pnumeric39 unique values
0 missing
Eig04_EA.dm.numeric12 unique values
0 missing
MATS4inumeric35 unique values
0 missing
ATS8snumeric39 unique values
0 missing
Eig04_EA.ed.numeric27 unique values
0 missing
MATS4mnumeric40 unique values
0 missing
ATS8vnumeric38 unique values
0 missing
Eig04_EA.ri.numeric31 unique values
0 missing
MATS4pnumeric35 unique values
0 missing
ATSC1enumeric27 unique values
0 missing
Eig05_AEA.bo.numeric31 unique values
0 missing
MATS4snumeric34 unique values
0 missing
ATSC1inumeric38 unique values
0 missing
Eig05_AEA.dm.numeric29 unique values
0 missing
MATS4vnumeric34 unique values
0 missing
ATSC1mnumeric37 unique values
0 missing
Eig05_AEA.ed.numeric24 unique values
0 missing
MATS5enumeric36 unique values
0 missing
ATSC1pnumeric38 unique values
0 missing
Eig05_AEA.ri.numeric37 unique values
0 missing
MATS5inumeric36 unique values
0 missing
ATSC1snumeric39 unique values
0 missing
Eig05_EAnumeric31 unique values
0 missing
MATS5mnumeric40 unique values
0 missing
ATSC1vnumeric38 unique values
0 missing
Eig05_EA.bo.numeric31 unique values
0 missing
MATS5pnumeric36 unique values
0 missing
ATSC2enumeric33 unique values
0 missing
Eig05_EA.dm.numeric9 unique values
0 missing
MATS5snumeric33 unique values
0 missing
ATSC2inumeric38 unique values
0 missing
Eig05_EA.ed.numeric29 unique values
0 missing
MATS5vnumeric34 unique values
0 missing
ATSC2mnumeric38 unique values
0 missing
Eig05_EA.ri.numeric36 unique values
0 missing
MATS6enumeric39 unique values
0 missing
ATSC2pnumeric38 unique values
0 missing
Eig06_AEA.bo.numeric32 unique values
0 missing
MATS6inumeric35 unique values
0 missing
ATSC2snumeric40 unique values
0 missing
Eig06_AEA.dm.numeric33 unique values
0 missing
MATS6mnumeric37 unique values
0 missing
ATSC2vnumeric38 unique values
0 missing
Eig06_AEA.ed.numeric27 unique values
0 missing
MATS6pnumeric33 unique values
0 missing
ATSC3enumeric37 unique values
0 missing
Eig06_AEA.ri.numeric34 unique values
0 missing
MATS6snumeric37 unique values
0 missing
ATSC3inumeric38 unique values
0 missing
Eig06_EAnumeric32 unique values
0 missing
MATS6vnumeric37 unique values
0 missing
ATSC3mnumeric39 unique values
0 missing
Eig06_EA.bo.numeric31 unique values
0 missing
MATS7enumeric38 unique values
0 missing
ATSC3pnumeric39 unique values
0 missing
Eig06_EA.dm.numeric7 unique values
0 missing
MATS7inumeric37 unique values
0 missing
ATSC3snumeric40 unique values
0 missing
Eig06_EA.ed.numeric29 unique values
0 missing
MATS7mnumeric38 unique values
0 missing
ATSC3vnumeric39 unique values
0 missing
Eig06_EA.ri.numeric33 unique values
0 missing
MATS7pnumeric34 unique values
0 missing
ATSC4enumeric38 unique values
0 missing
Eig07_AEA.bo.numeric30 unique values
0 missing
MATS7snumeric33 unique values
0 missing
ATSC4inumeric39 unique values
0 missing
Eig07_AEA.dm.numeric30 unique values
0 missing
MATS7vnumeric32 unique values
0 missing
ATSC4mnumeric40 unique values
0 missing
Eig07_AEA.ed.numeric28 unique values
0 missing
MATS8enumeric40 unique values
0 missing
ATSC4pnumeric40 unique values
0 missing
Eig07_AEA.ri.numeric35 unique values
0 missing
MATS8inumeric34 unique values
0 missing
ATSC4snumeric40 unique values
0 missing
Eig07_EAnumeric28 unique values
0 missing
MATS8mnumeric36 unique values
0 missing
ATSC4vnumeric40 unique values
0 missing
Eig07_EA.bo.numeric25 unique values
0 missing
MATS8pnumeric37 unique values
0 missing
ATSC5enumeric39 unique values
0 missing
Eig07_EA.dm.numeric7 unique values
0 missing
MATS8snumeric37 unique values
0 missing
ATSC5inumeric39 unique values
0 missing
Eig07_EA.ed.numeric31 unique values
0 missing
MATS8vnumeric34 unique values
0 missing
ATSC5mnumeric40 unique values
0 missing
Eig07_EA.ri.numeric34 unique values
0 missing
MAXDNnumeric39 unique values
0 missing
ATSC5pnumeric39 unique values
0 missing
Eig08_AEA.bo.numeric33 unique values
0 missing
MAXDPnumeric40 unique values
0 missing
ATSC5snumeric40 unique values
0 missing
Eig08_AEA.dm.numeric33 unique values
0 missing
MCDnumeric22 unique values
0 missing
ATSC5vnumeric40 unique values
0 missing
Eig08_AEA.ed.numeric25 unique values
0 missing
MDDDnumeric33 unique values
0 missing
ATSC6enumeric40 unique values
0 missing
Eig08_AEA.ri.numeric36 unique values
0 missing
Menumeric19 unique values
0 missing
ATSC6inumeric39 unique values
0 missing
Eig08_EAnumeric30 unique values
0 missing
Minumeric23 unique values
0 missing
ATSC6mnumeric40 unique values
0 missing
Eig08_EA.bo.numeric33 unique values
0 missing
MLOGPnumeric36 unique values
0 missing
ATSC6pnumeric40 unique values
0 missing
Eig08_EA.dm.numeric5 unique values
0 missing
MLOGP2numeric37 unique values
0 missing
ATSC6snumeric40 unique values
0 missing
Eig08_EA.ed.numeric31 unique values
0 missing
Mpnumeric32 unique values
0 missing
ATSC6vnumeric40 unique values
0 missing
Eig08_EA.ri.numeric35 unique values
0 missing
MPC01numeric17 unique values
0 missing
ATSC7enumeric38 unique values
0 missing
Eig09_AEA.bo.numeric24 unique values
0 missing
MPC02numeric21 unique values
0 missing
ATSC7inumeric39 unique values
0 missing
Eig09_AEA.dm.numeric33 unique values
0 missing
MPC03numeric21 unique values
0 missing
ATSC7mnumeric40 unique values
0 missing
Eig09_AEA.ed.numeric28 unique values
0 missing
MPC04numeric26 unique values
0 missing
ATSC7pnumeric40 unique values
0 missing
Eig09_AEA.ri.numeric30 unique values
0 missing
MPC05numeric26 unique values
0 missing
ATSC7snumeric40 unique values
0 missing
Eig09_EAnumeric31 unique values
0 missing
MPC06numeric26 unique values
0 missing
ATSC7vnumeric40 unique values
0 missing
Eig09_EA.bo.numeric23 unique values
0 missing
MPC07numeric28 unique values
0 missing
ATSC8enumeric40 unique values
0 missing
Eig09_EA.dm.numeric4 unique values
0 missing
MPC08numeric25 unique values
0 missing
ATSC8inumeric39 unique values
0 missing
Eig09_EA.ed.numeric27 unique values
0 missing
MPC09numeric29 unique values
0 missing
ATSC8mnumeric40 unique values
0 missing
Eig09_EA.ri.numeric32 unique values
0 missing
MPC10numeric30 unique values
0 missing
ATSC8pnumeric40 unique values
0 missing
Eig10_AEA.bo.numeric25 unique values
0 missing
MSDnumeric33 unique values
0 missing
ATSC8snumeric40 unique values
0 missing
Eig10_AEA.dm.numeric33 unique values
0 missing
Mvnumeric30 unique values
0 missing
ATSC8vnumeric40 unique values
0 missing
Eig10_AEA.ed.numeric25 unique values
0 missing
MWnumeric37 unique values
0 missing
BACnumeric18 unique values
0 missing
Eig10_AEA.ri.numeric33 unique values
0 missing
MWC01numeric17 unique values
0 missing
BBInumeric21 unique values
0 missing
Eig10_EAnumeric27 unique values
0 missing
MWC02numeric22 unique values
0 missing
BIC0numeric32 unique values
0 missing
Eig10_EA.bo.numeric25 unique values
0 missing
MWC03numeric27 unique values
0 missing
BIC1numeric32 unique values
0 missing
Eig10_EA.dm.numeric4 unique values
0 missing
MWC04numeric32 unique values
0 missing
BIC2numeric37 unique values
0 missing
Eig10_EA.ed.numeric29 unique values
0 missing
MWC05numeric32 unique values
0 missing
BIC3numeric33 unique values
0 missing
Eig10_EA.ri.numeric34 unique values
0 missing
MWC06numeric31 unique values
0 missing
BIC4numeric31 unique values
0 missing
Eig11_AEA.bo.numeric30 unique values
0 missing
MWC07numeric31 unique values
0 missing
BIC5numeric27 unique values
0 missing
Eig11_AEA.dm.numeric29 unique values
0 missing
MWC08numeric33 unique values
0 missing
BIDnumeric22 unique values
0 missing
Eig11_AEA.ed.numeric29 unique values
0 missing
MWC09numeric32 unique values
0 missing
BLInumeric34 unique values
0 missing
Eig11_AEA.ri.numeric29 unique values
0 missing
MWC10numeric32 unique values
0 missing
BLTA96numeric35 unique values
0 missing
Eig11_EAnumeric24 unique values
0 missing
N.numeric24 unique values
0 missing
BLTD48numeric35 unique values
0 missing
Eig11_EA.bo.numeric30 unique values
0 missing
N.068numeric3 unique values
0 missing
BLTF96numeric36 unique values
0 missing
Eig11_EA.dm.numeric4 unique values
0 missing
N.069numeric2 unique values
0 missing
C.numeric32 unique values
0 missing
Eig11_EA.ed.numeric24 unique values
0 missing
N.071numeric2 unique values
0 missing
C.001numeric6 unique values
0 missing
Eig11_EA.ri.numeric27 unique values
0 missing
N.072numeric5 unique values
0 missing
C.002numeric10 unique values
0 missing
Eig12_AEA.bo.numeric24 unique values
0 missing
N.073numeric2 unique values
0 missing
C.003numeric5 unique values
0 missing
Eig12_AEA.dm.numeric29 unique values
0 missing
N.075numeric3 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig12_AEA.ed.numeric24 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
C.005numeric5 unique values
0 missing
Eig12_AEA.ri.numeric27 unique values
0 missing
NaaCHnumeric11 unique values
0 missing
C.006numeric6 unique values
0 missing
Eig12_EAnumeric23 unique values
0 missing
NaaNnumeric3 unique values
0 missing
C.008numeric6 unique values
0 missing
Eig12_EA.bo.numeric25 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig12_EA.dm.numeric3 unique values
0 missing
NaaSnumeric2 unique values
0 missing
C.013numeric2 unique values
0 missing
Eig12_EA.ed.numeric25 unique values
0 missing
NaasCnumeric8 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig12_EA.ri.numeric26 unique values
0 missing
NaasNnumeric2 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig13_AEA.bo.numeric26 unique values
0 missing
nABnumeric8 unique values
0 missing
C.018numeric2 unique values
0 missing
Eig13_AEA.dm.numeric27 unique values
0 missing
nArNH2numeric2 unique values
0 missing
C.024numeric14 unique values
0 missing
Eig13_AEA.ed.numeric26 unique values
0 missing
nArNR2numeric2 unique values
0 missing
C.025numeric6 unique values
0 missing
Eig13_AEA.ri.numeric34 unique values
0 missing
nArOHnumeric2 unique values
0 missing
C.026numeric5 unique values
0 missing
Eig13_EAnumeric28 unique values
0 missing
nArORnumeric2 unique values
0 missing
C.027numeric3 unique values
0 missing
Eig13_EA.bo.numeric29 unique values
0 missing
nArXnumeric2 unique values
0 missing
C.028numeric3 unique values
0 missing
Eig13_EA.dm.numeric3 unique values
0 missing
nATnumeric24 unique values
0 missing
C.029numeric2 unique values
0 missing
Eig13_EA.ed.numeric31 unique values
0 missing
nBMnumeric11 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig13_EA.ri.numeric34 unique values
0 missing
nBnznumeric5 unique values
0 missing
C.034numeric3 unique values
0 missing
Eig14_AEA.bo.numeric25 unique values
0 missing
nBOnumeric17 unique values
0 missing
C.035numeric2 unique values
0 missing
Eig14_AEA.dm.numeric28 unique values
0 missing
nBTnumeric24 unique values
0 missing
C.040numeric6 unique values
0 missing
Eig14_AEA.ed.numeric29 unique values
0 missing
nCnumeric17 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig14_AEA.ri.numeric34 unique values
0 missing
nCarnumeric12 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eig14_EAnumeric31 unique values
0 missing
nCb.numeric8 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eig14_EA.bo.numeric30 unique values
0 missing
nCbHnumeric10 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eig14_EA.dm.numeric3 unique values
0 missing
nCconjnumeric2 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eig14_EA.ed.numeric32 unique values
0 missing
nCICnumeric5 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig14_EA.ri.numeric33 unique values
0 missing
nCIRnumeric7 unique values
0 missing
CATS2D_01_DDnumeric2 unique values
0 missing
Eig15_AEA.bo.numeric29 unique values
0 missing
nCONNnumeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig15_AEA.dm.numeric32 unique values
0 missing
nCpnumeric6 unique values
0 missing
CATS2D_01_LLnumeric16 unique values
0 missing
Eig15_AEA.ed.numeric26 unique values
0 missing
nCqnumeric2 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig15_AEA.ri.numeric31 unique values
0 missing
nCrqnumeric2 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
Eig15_EAnumeric32 unique values
0 missing
nCrsnumeric7 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
Eig15_EA.bo.numeric32 unique values
0 missing
nCrtnumeric2 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eig15_EA.dm.numeric3 unique values
0 missing
nCRX3numeric2 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
Eig15_EA.ed.numeric31 unique values
0 missing
nCsnumeric12 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eig15_EA.ri.numeric32 unique values
0 missing
nCsp2numeric12 unique values
0 missing
CATS2D_02_DLnumeric8 unique values
0 missing
Eta_alphanumeric34 unique values
0 missing
nCsp3numeric13 unique values
0 missing
CATS2D_02_LLnumeric15 unique values
0 missing
Eta_alpha_Anumeric22 unique values
0 missing
nCtnumeric5 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eta_Bnumeric20 unique values
0 missing
nDBnumeric6 unique values
0 missing
CATS2D_03_AAnumeric6 unique values
0 missing
Eta_B_Anumeric12 unique values
0 missing
NdOnumeric5 unique values
0 missing
CATS2D_03_ALnumeric10 unique values
0 missing
Eta_betanumeric31 unique values
0 missing
NdsCHnumeric3 unique values
0 missing
CATS2D_03_DAnumeric5 unique values
0 missing
Eta_beta_Anumeric36 unique values
0 missing
NdssCnumeric7 unique values
0 missing
CATS2D_03_DDnumeric4 unique values
0 missing
Eta_betaPnumeric18 unique values
0 missing
NdsssPnumeric2 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
Eta_betaP_Anumeric29 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
Eta_betaSnumeric25 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
CATS2D_03_LLnumeric12 unique values
0 missing
Eta_betaS_Anumeric27 unique values
0 missing
nFnumeric3 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
Eta_Cnumeric40 unique values
0 missing
nHnumeric18 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
Eta_C_Anumeric39 unique values
0 missing
nHAccnumeric9 unique values
0 missing
CATS2D_04_ALnumeric14 unique values
0 missing
Eta_epsinumeric37 unique values
0 missing
nHDonnumeric6 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
Eta_epsi_Anumeric30 unique values
0 missing
nHetnumeric8 unique values
0 missing
CATS2D_04_DDnumeric4 unique values
0 missing
Eta_Fnumeric40 unique values
0 missing
nHMnumeric3 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
Eta_F_Anumeric38 unique values
0 missing
nNnumeric6 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
Eta_FLnumeric38 unique values
0 missing
nN.CO.2numeric2 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
Eta_FL_Anumeric27 unique values
0 missing
NNRSnumeric6 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
Eta_Lnumeric39 unique values
0 missing
nOnumeric8 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
Eta_L_Anumeric28 unique values
0 missing
nOHsnumeric2 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
Eta_sh_pnumeric35 unique values
0 missing
nPnumeric2 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
Eta_sh_xnumeric23 unique values
0 missing
nPyrazinesnumeric2 unique values
0 missing
CATS2D_05_ALnumeric14 unique values
0 missing
Eta_sh_ynumeric34 unique values
0 missing
nPyrazolesnumeric2 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
F.083numeric2 unique values
0 missing
nPyridinesnumeric2 unique values
0 missing
CATS2D_05_DAnumeric6 unique values
0 missing
F.084numeric2 unique values
0 missing
nPyrrolesnumeric2 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
GATS1enumeric34 unique values
0 missing
nPyrrolidinesnumeric2 unique values
0 missing
CATS2D_05_DLnumeric8 unique values
0 missing
GATS1inumeric36 unique values
0 missing
nR03numeric2 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS1mnumeric34 unique values
0 missing
nR05numeric3 unique values
0 missing
CATS2D_05_LLnumeric14 unique values
0 missing
GATS1pnumeric38 unique values
0 missing
nR06numeric6 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS1snumeric28 unique values
0 missing
nR09numeric3 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS1vnumeric35 unique values
0 missing
nR10numeric2 unique values
0 missing
CATS2D_06_AAnumeric7 unique values
0 missing
GATS2enumeric37 unique values
0 missing
nRCONH2numeric2 unique values
0 missing
CATS2D_06_ALnumeric13 unique values
0 missing
GATS2inumeric35 unique values
0 missing
nRCONHRnumeric4 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
GATS2mnumeric36 unique values
0 missing
nRCONR2numeric4 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
GATS2pnumeric34 unique values
0 missing
nRCOOHnumeric2 unique values
0 missing
CATS2D_06_DAnumeric7 unique values
0 missing
GATS2snumeric34 unique values
0 missing
nRCOORnumeric3 unique values
0 missing
CATS2D_06_DDnumeric4 unique values
0 missing
GATS2vnumeric36 unique values
0 missing
nR.Csnumeric2 unique values
0 missing
CATS2D_06_DLnumeric9 unique values
0 missing
GATS3enumeric39 unique values
0 missing
nR.Ctnumeric2 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GATS3inumeric38 unique values
0 missing
nRNHOnumeric2 unique values
0 missing
CATS2D_06_LLnumeric17 unique values
0 missing
GATS3mnumeric33 unique values
0 missing
nRNR2numeric2 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GATS3pnumeric37 unique values
0 missing
nROCONnumeric2 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
GATS3snumeric36 unique values
0 missing
nROHnumeric4 unique values
0 missing
CATS2D_07_ALnumeric13 unique values
0 missing
GATS3vnumeric37 unique values
0 missing
nRORnumeric2 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
GATS4enumeric37 unique values
0 missing
NRSnumeric5 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
GATS4inumeric37 unique values
0 missing
nSnumeric2 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
GATS4mnumeric36 unique values
0 missing
NsCH3numeric5 unique values
0 missing
CATS2D_07_DLnumeric12 unique values
0 missing
GATS4pnumeric38 unique values
0 missing
NsFnumeric3 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
GATS4snumeric37 unique values
0 missing
nSKnumeric17 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GATS4vnumeric36 unique values
0 missing
NsNH2numeric2 unique values
0 missing
CATS2D_07_LLnumeric18 unique values
0 missing
GATS5enumeric37 unique values
0 missing
NsOHnumeric3 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
GATS5inumeric39 unique values
0 missing
NssCH2numeric10 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GATS5mnumeric36 unique values
0 missing
NssNHnumeric5 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
GATS5pnumeric38 unique values
0 missing
NssOnumeric4 unique values
0 missing
CATS2D_08_ALnumeric14 unique values
0 missing
GATS5snumeric36 unique values
0 missing
NsssCHnumeric6 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GATS5vnumeric36 unique values
0 missing
NsssNnumeric4 unique values
0 missing
CATS2D_08_DAnumeric6 unique values
0 missing
GATS6enumeric38 unique values
0 missing
NssssCnumeric3 unique values
0 missing
CATS2D_08_DDnumeric5 unique values
0 missing
GATS6inumeric37 unique values
0 missing
nThiophenesnumeric2 unique values
0 missing
CATS2D_08_DLnumeric10 unique values
0 missing
GATS6mnumeric37 unique values
0 missing
nXnumeric3 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GATS6pnumeric38 unique values
0 missing
CATS2D_08_LLnumeric20 unique values
0 missing
GATS6snumeric39 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
GATS6vnumeric38 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
GATS7enumeric39 unique values
0 missing
CATS2D_09_ALnumeric11 unique values
0 missing
GATS7inumeric38 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
GATS7mnumeric39 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
GATS7pnumeric38 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
GATS7snumeric40 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
GATS7vnumeric35 unique values
0 missing
CATS2D_09_DLnumeric8 unique values
0 missing
GATS8enumeric39 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
GATS8inumeric38 unique values
0 missing
CATS2D_09_LLnumeric18 unique values
0 missing
GATS8mnumeric37 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
GATS8pnumeric38 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
GATS8snumeric40 unique values
0 missing
CENTnumeric33 unique values
0 missing
GATS8vnumeric36 unique values
0 missing
Chi0_AEA.bo.numeric29 unique values
0 missing
GGI1numeric10 unique values
0 missing
Chi0_AEA.dm.numeric29 unique values
0 missing
GGI10numeric28 unique values
0 missing
Chi0_AEA.ed.numeric29 unique values
0 missing
GGI2numeric14 unique values
0 missing
Chi0_AEA.ri.numeric29 unique values
0 missing
GGI3numeric22 unique values
0 missing
Chi0_EAnumeric29 unique values
0 missing
GGI4numeric26 unique values
0 missing
Chi0_EA.bo.numeric32 unique values
0 missing
GGI5numeric27 unique values
0 missing
Chi0_EA.dm.numeric24 unique values
0 missing
GGI6numeric30 unique values
0 missing
Chi0_EA.ed.numeric33 unique values
0 missing
GGI7numeric30 unique values
0 missing
Chi0_EA.ri.numeric38 unique values
0 missing
GGI8numeric28 unique values
0 missing
Chi1_AEA.bo.numeric33 unique values
0 missing
GGI9numeric31 unique values
0 missing
Chi1_AEA.dm.numeric33 unique values
0 missing
GMTInumeric33 unique values
0 missing
Chi1_AEA.ed.numeric33 unique values
0 missing
GMTIVnumeric40 unique values
0 missing
Chi1_AEA.ri.numeric33 unique values
0 missing
GNarnumeric22 unique values
0 missing
Chi1_EAnumeric33 unique values
0 missing
H.numeric31 unique values
0 missing
Chi1_EA.bo.numeric34 unique values
0 missing
H.046numeric10 unique values
0 missing
Chi1_EA.dm.numeric22 unique values
0 missing
H.047numeric18 unique values
0 missing
Chi1_EA.ed.numeric33 unique values
0 missing
H.048numeric2 unique values
0 missing
Chi1_EA.ri.numeric39 unique values
0 missing
H.049numeric3 unique values
0 missing
CIC0numeric37 unique values
0 missing
H.050numeric6 unique values
0 missing
CIC1numeric38 unique values
0 missing
H.051numeric6 unique values
0 missing
CIC2numeric39 unique values
0 missing
H.052numeric11 unique values
0 missing
CIC3numeric38 unique values
0 missing
HDcpxnumeric29 unique values
0 missing
CIC4numeric35 unique values
0 missing
HNarnumeric25 unique values
0 missing
CIC5numeric35 unique values
0 missing
HVcpxnumeric33 unique values
0 missing
CIDnumeric29 unique values
0 missing
Hynumeric33 unique values
0 missing
CMC.50numeric2 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
43
Number of instances (rows) of the dataset.
NumberOfFeatures
727
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
726
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.21
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
7.29
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
192.26
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.61
First quartile of skewness among attributes of the numeric type.
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.
AutoCorrelation
0.43
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
4.91
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
16.91
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
1.78
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.52
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.
MeanStdDevOfNumericAtts
381.43
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
1.94
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.1
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.39
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
43
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.91
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
56371.44
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
8.51
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
4.73
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.93
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
6.56
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
2.94
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
116532.35
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
1.92
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.28
Third quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5982
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5982
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5982
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5982
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5982
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5982
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5982
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5982
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5982
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5982
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5982
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5982
0 runs - estimation_procedure: 50 times Clustering
Define a new task