Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3027

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3027

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 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: CHEMBL3027 (TID: 17063), and it has 48 rows and 673 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.

675 features

pXC50 (target)numeric40 unique values
0 missing
molecule_id (row identifier)nominal48 unique values
0 missing
Chi1_EAnumeric34 unique values
0 missing
H.047numeric11 unique values
0 missing
MATS7enumeric38 unique values
0 missing
Chi1_EA.bo.numeric35 unique values
0 missing
H.048numeric2 unique values
0 missing
MATS8snumeric37 unique values
0 missing
Chi1_EA.dm.numeric34 unique values
0 missing
H.049numeric2 unique values
0 missing
N.067numeric4 unique values
0 missing
Chi1_EA.ed.numeric37 unique values
0 missing
H.050numeric8 unique values
0 missing
CATS2D_07_ANnumeric3 unique values
0 missing
Chi1_EA.ri.numeric41 unique values
0 missing
H.051numeric4 unique values
0 missing
AACnumeric31 unique values
0 missing
CIC0numeric37 unique values
0 missing
H.052numeric9 unique values
0 missing
AECCnumeric37 unique values
0 missing
CIC1numeric36 unique values
0 missing
HDcpxnumeric29 unique values
0 missing
ALOGPnumeric40 unique values
0 missing
CIC2numeric41 unique values
0 missing
HNarnumeric29 unique values
0 missing
ALOGP2numeric40 unique values
0 missing
CIC3numeric40 unique values
0 missing
HVcpxnumeric37 unique values
0 missing
AMRnumeric40 unique values
0 missing
CIC4numeric36 unique values
0 missing
Hynumeric34 unique values
0 missing
AMWnumeric37 unique values
0 missing
CIC5numeric37 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
ARRnumeric26 unique values
0 missing
CIDnumeric32 unique values
0 missing
IACnumeric38 unique values
0 missing
ATS1enumeric37 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IC0numeric31 unique values
0 missing
ATS1inumeric37 unique values
0 missing
cRo5numeric2 unique values
0 missing
IC1numeric37 unique values
0 missing
ATS1mnumeric36 unique values
0 missing
CSInumeric36 unique values
0 missing
IC2numeric41 unique values
0 missing
ATS1pnumeric37 unique values
0 missing
DBInumeric26 unique values
0 missing
IC3numeric38 unique values
0 missing
ATS1snumeric35 unique values
0 missing
D.Dtr05numeric34 unique values
0 missing
IC4numeric37 unique values
0 missing
ATS1vnumeric36 unique values
0 missing
D.Dtr06numeric38 unique values
0 missing
IC5numeric38 unique values
0 missing
ATS2enumeric38 unique values
0 missing
D.Dtr08numeric8 unique values
0 missing
ICRnumeric36 unique values
0 missing
ATS2inumeric38 unique values
0 missing
D.Dtr09numeric5 unique values
0 missing
IDDEnumeric36 unique values
0 missing
ATS2mnumeric36 unique values
0 missing
DECCnumeric36 unique values
0 missing
IDDMnumeric35 unique values
0 missing
ATS2pnumeric38 unique values
0 missing
DELSnumeric43 unique values
0 missing
IDEnumeric37 unique values
0 missing
ATS2snumeric37 unique values
0 missing
DLS_01numeric2 unique values
0 missing
IDETnumeric37 unique values
0 missing
ATS2vnumeric37 unique values
0 missing
DLS_02numeric3 unique values
0 missing
IDMnumeric36 unique values
0 missing
ATS3enumeric37 unique values
0 missing
DLS_03numeric2 unique values
0 missing
IDMTnumeric37 unique values
0 missing
ATS3inumeric35 unique values
0 missing
DLS_04numeric2 unique values
0 missing
Infective.80numeric2 unique values
0 missing
ATS3mnumeric39 unique values
0 missing
DLS_05numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
ATS3pnumeric41 unique values
0 missing
DLS_06numeric2 unique values
0 missing
ISIZnumeric23 unique values
0 missing
ATS3snumeric39 unique values
0 missing
DLS_07numeric2 unique values
0 missing
IVDEnumeric28 unique values
0 missing
ATS3vnumeric39 unique values
0 missing
DLS_consnumeric4 unique values
0 missing
IVDMnumeric30 unique values
0 missing
ATS4enumeric39 unique values
0 missing
Dznumeric33 unique values
0 missing
JGI1numeric26 unique values
0 missing
ATS4inumeric40 unique values
0 missing
ECCnumeric37 unique values
0 missing
JGI10numeric5 unique values
0 missing
ATS4mnumeric39 unique values
0 missing
Eig01_AEA.bo.numeric21 unique values
0 missing
JGI2numeric22 unique values
0 missing
ATS4pnumeric42 unique values
0 missing
Eig01_AEA.dm.numeric20 unique values
0 missing
JGI3numeric16 unique values
0 missing
ATS4snumeric40 unique values
0 missing
Eig01_AEA.ed.numeric15 unique values
0 missing
JGI4numeric13 unique values
0 missing
ATS4vnumeric41 unique values
0 missing
Eig01_AEA.ri.numeric23 unique values
0 missing
JGI5numeric8 unique values
0 missing
ATS5enumeric39 unique values
0 missing
Eig01_EAnumeric21 unique values
0 missing
JGI6numeric8 unique values
0 missing
ATS5inumeric42 unique values
0 missing
Eig01_EA.bo.numeric17 unique values
0 missing
JGI7numeric6 unique values
0 missing
ATS5mnumeric42 unique values
0 missing
Eig01_EA.dm.numeric7 unique values
0 missing
JGI8numeric6 unique values
0 missing
ATS5pnumeric39 unique values
0 missing
Eig01_EA.ed.numeric21 unique values
0 missing
JGI9numeric4 unique values
0 missing
ATS5snumeric39 unique values
0 missing
Eig01_EA.ri.numeric23 unique values
0 missing
JGTnumeric32 unique values
0 missing
ATS5vnumeric40 unique values
0 missing
Eig02_AEA.bo.numeric23 unique values
0 missing
LLS_01numeric2 unique values
0 missing
ATS6enumeric39 unique values
0 missing
Eig02_AEA.dm.numeric24 unique values
0 missing
LLS_02numeric3 unique values
0 missing
ATS6inumeric40 unique values
0 missing
Eig02_AEA.ed.numeric18 unique values
0 missing
LOCnumeric34 unique values
0 missing
ATS6mnumeric40 unique values
0 missing
Eig02_AEA.ri.numeric32 unique values
0 missing
LPRSnumeric37 unique values
0 missing
ATS6pnumeric40 unique values
0 missing
Eig02_EAnumeric26 unique values
0 missing
MATS1enumeric31 unique values
0 missing
ATS6snumeric42 unique values
0 missing
Eig02_EA.bo.numeric24 unique values
0 missing
MATS1inumeric32 unique values
0 missing
ATS6vnumeric40 unique values
0 missing
Eig02_EA.dm.numeric16 unique values
0 missing
MATS1mnumeric24 unique values
0 missing
ATS7enumeric40 unique values
0 missing
Eig02_EA.ed.numeric22 unique values
0 missing
MATS1pnumeric35 unique values
0 missing
ATS7inumeric37 unique values
0 missing
Eig02_EA.ri.numeric27 unique values
0 missing
MATS1snumeric32 unique values
0 missing
ATS7mnumeric40 unique values
0 missing
Eig03_AEA.bo.numeric25 unique values
0 missing
MATS1vnumeric28 unique values
0 missing
ATS7pnumeric41 unique values
0 missing
Eig03_AEA.dm.numeric29 unique values
0 missing
MATS2enumeric34 unique values
0 missing
ATS7snumeric41 unique values
0 missing
Eig03_AEA.ed.numeric23 unique values
0 missing
MATS2inumeric33 unique values
0 missing
ATS7vnumeric36 unique values
0 missing
Eig03_AEA.ri.numeric27 unique values
0 missing
MATS2mnumeric33 unique values
0 missing
ATS8enumeric41 unique values
0 missing
Eig03_EAnumeric25 unique values
0 missing
MATS2pnumeric34 unique values
0 missing
ATS8inumeric42 unique values
0 missing
Eig03_EA.bo.numeric22 unique values
0 missing
MATS2snumeric36 unique values
0 missing
ATS8mnumeric41 unique values
0 missing
Eig03_EA.dm.numeric19 unique values
0 missing
MATS2vnumeric32 unique values
0 missing
ATS8pnumeric40 unique values
0 missing
Eig03_EA.ed.numeric24 unique values
0 missing
MATS3enumeric38 unique values
0 missing
ATS8snumeric43 unique values
0 missing
Eig03_EA.ri.numeric32 unique values
0 missing
MATS3inumeric33 unique values
0 missing
ATS8vnumeric39 unique values
0 missing
Eig04_AEA.bo.numeric26 unique values
0 missing
MATS3mnumeric35 unique values
0 missing
ATSC1enumeric31 unique values
0 missing
Eig04_AEA.dm.numeric27 unique values
0 missing
MATS3pnumeric37 unique values
0 missing
ATSC1inumeric36 unique values
0 missing
Eig04_AEA.ed.numeric26 unique values
0 missing
MATS3snumeric38 unique values
0 missing
ATSC1mnumeric38 unique values
0 missing
Eig04_AEA.ri.numeric32 unique values
0 missing
MATS3vnumeric37 unique values
0 missing
ATSC1pnumeric38 unique values
0 missing
Eig04_EAnumeric26 unique values
0 missing
MATS4enumeric38 unique values
0 missing
ATSC1snumeric41 unique values
0 missing
Eig04_EA.bo.numeric29 unique values
0 missing
MATS4inumeric39 unique values
0 missing
ATSC1vnumeric37 unique values
0 missing
Eig04_EA.dm.numeric17 unique values
0 missing
MATS4mnumeric41 unique values
0 missing
ATSC2enumeric34 unique values
0 missing
Eig04_EA.ed.numeric29 unique values
0 missing
MATS4pnumeric33 unique values
0 missing
ATSC2inumeric37 unique values
0 missing
Eig04_EA.ri.numeric33 unique values
0 missing
MATS4snumeric40 unique values
0 missing
ATSC2mnumeric38 unique values
0 missing
Eig05_AEA.bo.numeric29 unique values
0 missing
MATS4vnumeric36 unique values
0 missing
ATSC2pnumeric38 unique values
0 missing
Eig05_AEA.dm.numeric33 unique values
0 missing
MATS5enumeric38 unique values
0 missing
ATSC2snumeric41 unique values
0 missing
Eig05_AEA.ed.numeric26 unique values
0 missing
MATS5inumeric37 unique values
0 missing
ATSC2vnumeric38 unique values
0 missing
Eig05_AEA.ri.numeric30 unique values
0 missing
MATS5mnumeric34 unique values
0 missing
ATSC3enumeric40 unique values
0 missing
Eig05_EAnumeric28 unique values
0 missing
MATS5pnumeric33 unique values
0 missing
ATSC3inumeric41 unique values
0 missing
Eig05_EA.bo.numeric30 unique values
0 missing
MATS5snumeric36 unique values
0 missing
ATSC3mnumeric41 unique values
0 missing
Eig05_EA.dm.numeric21 unique values
0 missing
MATS5vnumeric36 unique values
0 missing
ATSC3pnumeric41 unique values
0 missing
Eig05_EA.ed.numeric33 unique values
0 missing
MATS6enumeric40 unique values
0 missing
ATSC3snumeric43 unique values
0 missing
Eig05_EA.ri.numeric30 unique values
0 missing
MATS6inumeric35 unique values
0 missing
ATSC3vnumeric41 unique values
0 missing
Eig06_AEA.bo.numeric31 unique values
0 missing
MATS6mnumeric35 unique values
0 missing
ATSC4enumeric43 unique values
0 missing
Eig06_AEA.dm.numeric30 unique values
0 missing
MATS6pnumeric29 unique values
0 missing
ATSC4inumeric40 unique values
0 missing
Eig06_AEA.ed.numeric25 unique values
0 missing
MATS6snumeric35 unique values
0 missing
ATSC4mnumeric43 unique values
0 missing
Eig06_AEA.ri.numeric34 unique values
0 missing
MATS6vnumeric38 unique values
0 missing
ATSC4pnumeric42 unique values
0 missing
Eig06_EAnumeric32 unique values
0 missing
MATS7inumeric38 unique values
0 missing
ATSC4snumeric43 unique values
0 missing
Eig06_EA.bo.numeric28 unique values
0 missing
MATS7mnumeric29 unique values
0 missing
ATSC4vnumeric43 unique values
0 missing
Eig06_EA.dm.numeric22 unique values
0 missing
MATS7pnumeric36 unique values
0 missing
ATSC5enumeric40 unique values
0 missing
Eig06_EA.ed.numeric29 unique values
0 missing
MATS7snumeric34 unique values
0 missing
ATSC5inumeric43 unique values
0 missing
Eig06_EA.ri.numeric35 unique values
0 missing
MATS7vnumeric33 unique values
0 missing
ATSC5mnumeric43 unique values
0 missing
Eig07_AEA.bo.numeric30 unique values
0 missing
MATS8enumeric37 unique values
0 missing
ATSC5pnumeric43 unique values
0 missing
Eig07_AEA.dm.numeric24 unique values
0 missing
MATS8inumeric37 unique values
0 missing
ATSC5snumeric43 unique values
0 missing
Eig07_AEA.ed.numeric24 unique values
0 missing
MATS8mnumeric37 unique values
0 missing
ATSC5vnumeric43 unique values
0 missing
Eig07_AEA.ri.numeric39 unique values
0 missing
MATS8pnumeric29 unique values
0 missing
ATSC6enumeric39 unique values
0 missing
Eig07_EAnumeric29 unique values
0 missing
MATS8vnumeric36 unique values
0 missing
ATSC6inumeric43 unique values
0 missing
Eig07_EA.bo.numeric31 unique values
0 missing
MAXDNnumeric34 unique values
0 missing
ATSC6mnumeric43 unique values
0 missing
Eig07_EA.dm.numeric17 unique values
0 missing
MAXDPnumeric43 unique values
0 missing
ATSC6pnumeric43 unique values
0 missing
Eig07_EA.ed.numeric32 unique values
0 missing
MCDnumeric30 unique values
0 missing
ATSC6snumeric43 unique values
0 missing
Eig07_EA.ri.numeric37 unique values
0 missing
MDDDnumeric37 unique values
0 missing
ATSC6vnumeric43 unique values
0 missing
Eig08_AEA.bo.numeric27 unique values
0 missing
Menumeric14 unique values
0 missing
ATSC7enumeric43 unique values
0 missing
Eig08_AEA.dm.numeric21 unique values
0 missing
Minumeric14 unique values
0 missing
ATSC7inumeric41 unique values
0 missing
Eig08_AEA.ed.numeric27 unique values
0 missing
MLOGPnumeric37 unique values
0 missing
ATSC7mnumeric43 unique values
0 missing
Eig08_AEA.ri.numeric27 unique values
0 missing
MLOGP2numeric37 unique values
0 missing
ATSC7pnumeric43 unique values
0 missing
Eig08_EAnumeric26 unique values
0 missing
Mpnumeric22 unique values
0 missing
ATSC7snumeric43 unique values
0 missing
Eig08_EA.bo.numeric25 unique values
0 missing
MPC01numeric18 unique values
0 missing
ATSC7vnumeric43 unique values
0 missing
Eig08_EA.dm.numeric19 unique values
0 missing
MPC02numeric22 unique values
0 missing
ATSC8enumeric42 unique values
0 missing
Eig08_EA.ed.numeric32 unique values
0 missing
MPC03numeric28 unique values
0 missing
ATSC8inumeric43 unique values
0 missing
Eig08_EA.ri.numeric23 unique values
0 missing
MPC04numeric28 unique values
0 missing
ATSC8mnumeric43 unique values
0 missing
Eig09_AEA.bo.numeric20 unique values
0 missing
MPC05numeric27 unique values
0 missing
ATSC8pnumeric43 unique values
0 missing
Eig09_AEA.dm.numeric29 unique values
0 missing
MPC06numeric32 unique values
0 missing
ATSC8snumeric43 unique values
0 missing
Eig09_AEA.ed.numeric20 unique values
0 missing
MPC07numeric31 unique values
0 missing
ATSC8vnumeric43 unique values
0 missing
Eig09_AEA.ri.numeric19 unique values
0 missing
MPC08numeric30 unique values
0 missing
BACnumeric27 unique values
0 missing
Eig09_EAnumeric16 unique values
0 missing
MPC09numeric34 unique values
0 missing
BBInumeric22 unique values
0 missing
Eig09_EA.bo.numeric31 unique values
0 missing
MPC10numeric36 unique values
0 missing
BIC0numeric24 unique values
0 missing
Eig09_EA.dm.numeric18 unique values
0 missing
MSDnumeric36 unique values
0 missing
BIC1numeric28 unique values
0 missing
Eig09_EA.ed.numeric26 unique values
0 missing
Mvnumeric23 unique values
0 missing
BIC2numeric30 unique values
0 missing
Eig09_EA.ri.numeric22 unique values
0 missing
MWnumeric38 unique values
0 missing
BIC3numeric31 unique values
0 missing
Eig10_AEA.bo.numeric29 unique values
0 missing
MWC01numeric18 unique values
0 missing
BIC4numeric25 unique values
0 missing
Eig10_AEA.dm.numeric26 unique values
0 missing
MWC02numeric24 unique values
0 missing
BIC5numeric23 unique values
0 missing
Eig10_AEA.ed.numeric11 unique values
0 missing
MWC03numeric32 unique values
0 missing
BIDnumeric21 unique values
0 missing
Eig10_AEA.ri.numeric21 unique values
0 missing
MWC04numeric33 unique values
0 missing
BLInumeric31 unique values
0 missing
Eig10_EAnumeric25 unique values
0 missing
MWC05numeric35 unique values
0 missing
BLTA96numeric35 unique values
0 missing
Eig10_EA.bo.numeric32 unique values
0 missing
MWC06numeric35 unique values
0 missing
BLTD48numeric34 unique values
0 missing
Eig10_EA.dm.numeric21 unique values
0 missing
MWC07numeric35 unique values
0 missing
BLTF96numeric34 unique values
0 missing
Eig10_EA.ed.numeric24 unique values
0 missing
MWC08numeric35 unique values
0 missing
C.numeric24 unique values
0 missing
Eig10_EA.ri.numeric22 unique values
0 missing
MWC09numeric34 unique values
0 missing
C.001numeric6 unique values
0 missing
Eig11_AEA.bo.numeric23 unique values
0 missing
MWC10numeric36 unique values
0 missing
C.002numeric12 unique values
0 missing
Eig11_AEA.dm.numeric21 unique values
0 missing
N.numeric25 unique values
0 missing
C.003numeric5 unique values
0 missing
Eig11_AEA.ed.numeric17 unique values
0 missing
N.066numeric5 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig11_AEA.ri.numeric24 unique values
0 missing
N.068numeric2 unique values
0 missing
C.005numeric2 unique values
0 missing
Eig11_EAnumeric29 unique values
0 missing
N.070numeric2 unique values
0 missing
C.006numeric4 unique values
0 missing
Eig11_EA.bo.numeric26 unique values
0 missing
N.072numeric5 unique values
0 missing
C.008numeric6 unique values
0 missing
Eig11_EA.dm.numeric18 unique values
0 missing
N.073numeric3 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig11_EA.ed.numeric25 unique values
0 missing
N.074numeric4 unique values
0 missing
C.012numeric3 unique values
0 missing
Eig11_EA.ri.numeric20 unique values
0 missing
N.075numeric2 unique values
0 missing
C.013numeric2 unique values
0 missing
Eig12_AEA.bo.numeric25 unique values
0 missing
N.079numeric2 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig12_AEA.dm.numeric26 unique values
0 missing
NaaaCnumeric3 unique values
0 missing
C.018numeric2 unique values
0 missing
Eig12_AEA.ed.numeric19 unique values
0 missing
NaaCHnumeric5 unique values
0 missing
C.024numeric6 unique values
0 missing
Eig12_AEA.ri.numeric31 unique values
0 missing
NaaNnumeric2 unique values
0 missing
C.025numeric4 unique values
0 missing
Eig12_EAnumeric24 unique values
0 missing
NaaNHnumeric3 unique values
0 missing
C.026numeric4 unique values
0 missing
Eig12_EA.bo.numeric27 unique values
0 missing
NaasCnumeric4 unique values
0 missing
C.027numeric2 unique values
0 missing
Eig12_EA.dm.numeric17 unique values
0 missing
nABnumeric5 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig12_EA.ed.numeric21 unique values
0 missing
nArCONHRnumeric2 unique values
0 missing
C.034numeric3 unique values
0 missing
Eig12_EA.ri.numeric32 unique values
0 missing
nArCOORnumeric2 unique values
0 missing
C.038numeric3 unique values
0 missing
Eig13_AEA.bo.numeric32 unique values
0 missing
nArNHRnumeric2 unique values
0 missing
C.040numeric6 unique values
0 missing
Eig13_AEA.dm.numeric31 unique values
0 missing
nArOHnumeric2 unique values
0 missing
C.041numeric3 unique values
0 missing
Eig13_AEA.ed.numeric25 unique values
0 missing
nArORnumeric2 unique values
0 missing
CATS2D_00_DDnumeric5 unique values
0 missing
Eig13_AEA.ri.numeric38 unique values
0 missing
nArXnumeric2 unique values
0 missing
CATS2D_00_DPnumeric5 unique values
0 missing
Eig13_EAnumeric34 unique values
0 missing
nATnumeric23 unique values
0 missing
CATS2D_00_PPnumeric5 unique values
0 missing
Eig13_EA.bo.numeric32 unique values
0 missing
nBMnumeric13 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig13_EA.dm.numeric8 unique values
0 missing
nBnznumeric3 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eig13_EA.ed.numeric28 unique values
0 missing
nBOnumeric18 unique values
0 missing
CATS2D_01_DDnumeric2 unique values
0 missing
Eig13_EA.ri.numeric35 unique values
0 missing
nBTnumeric26 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig14_AEA.bo.numeric30 unique values
0 missing
nCnumeric15 unique values
0 missing
CATS2D_01_LLnumeric14 unique values
0 missing
Eig14_AEA.dm.numeric28 unique values
0 missing
nCarnumeric6 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig14_AEA.ed.numeric31 unique values
0 missing
nCb.numeric4 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
Eig14_AEA.ri.numeric35 unique values
0 missing
nCbHnumeric5 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
Eig14_EAnumeric31 unique values
0 missing
nCconjnumeric3 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
Eig14_EA.bo.numeric31 unique values
0 missing
nCICnumeric4 unique values
0 missing
CATS2D_02_DAnumeric7 unique values
0 missing
Eig14_EA.dm.numeric5 unique values
0 missing
nCIRnumeric6 unique values
0 missing
CATS2D_02_DDnumeric3 unique values
0 missing
Eig14_EA.ed.numeric29 unique values
0 missing
nC..N.N2numeric3 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
Eig14_EA.ri.numeric34 unique values
0 missing
nCONNnumeric2 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
Eig15_AEA.bo.numeric27 unique values
0 missing
nCpnumeric6 unique values
0 missing
CATS2D_02_DPnumeric3 unique values
0 missing
Eig15_AEA.dm.numeric19 unique values
0 missing
nCqnumeric2 unique values
0 missing
CATS2D_02_LLnumeric17 unique values
0 missing
Eig15_AEA.ed.numeric30 unique values
0 missing
nCR2X2numeric2 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
Eig15_AEA.ri.numeric38 unique values
0 missing
nCrqnumeric2 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eig15_EAnumeric36 unique values
0 missing
CATS2D_02_PPnumeric3 unique values
0 missing
Eig15_EA.bo.numeric26 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
Eig15_EA.dm.numeric8 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
Eig15_EA.ed.numeric36 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
Eig15_EA.ri.numeric37 unique values
0 missing
CATS2D_03_DAnumeric6 unique values
0 missing
Eta_alphanumeric35 unique values
0 missing
CATS2D_03_DDnumeric4 unique values
0 missing
Eta_alpha_Anumeric14 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
Eta_Bnumeric26 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
Eta_B_Anumeric14 unique values
0 missing
CATS2D_03_LLnumeric14 unique values
0 missing
Eta_betanumeric31 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
Eta_beta_Anumeric33 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
Eta_betaPnumeric15 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
Eta_betaP_Anumeric30 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
Eta_betaSnumeric26 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
Eta_betaS_Anumeric21 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
Eta_Cnumeric43 unique values
0 missing
CATS2D_04_DDnumeric4 unique values
0 missing
Eta_C_Anumeric38 unique values
0 missing
CATS2D_04_DLnumeric9 unique values
0 missing
Eta_epsinumeric37 unique values
0 missing
CATS2D_04_LLnumeric10 unique values
0 missing
Eta_epsi_Anumeric26 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
Eta_Fnumeric43 unique values
0 missing
CATS2D_04_PLnumeric5 unique values
0 missing
Eta_F_Anumeric43 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
Eta_FLnumeric34 unique values
0 missing
CATS2D_05_ALnumeric11 unique values
0 missing
Eta_FL_Anumeric33 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
Eta_Lnumeric41 unique values
0 missing
CATS2D_05_DAnumeric5 unique values
0 missing
Eta_L_Anumeric30 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
Eta_sh_pnumeric30 unique values
0 missing
CATS2D_05_DLnumeric11 unique values
0 missing
Eta_sh_xnumeric9 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
Eta_sh_ynumeric28 unique values
0 missing
CATS2D_05_DPnumeric3 unique values
0 missing
F.082numeric2 unique values
0 missing
CATS2D_05_LLnumeric13 unique values
0 missing
F.083numeric2 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
F.084numeric2 unique values
0 missing
CATS2D_05_PLnumeric6 unique values
0 missing
GATS1enumeric32 unique values
0 missing
CATS2D_05_PPnumeric2 unique values
0 missing
GATS1inumeric36 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
GATS1mnumeric31 unique values
0 missing
CATS2D_06_ALnumeric13 unique values
0 missing
GATS1pnumeric37 unique values
0 missing
CATS2D_06_APnumeric4 unique values
0 missing
GATS1snumeric34 unique values
0 missing
CATS2D_06_DAnumeric8 unique values
0 missing
GATS1vnumeric34 unique values
0 missing
CATS2D_06_DDnumeric4 unique values
0 missing
GATS2enumeric31 unique values
0 missing
CATS2D_06_DLnumeric11 unique values
0 missing
GATS2inumeric33 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
GATS2mnumeric35 unique values
0 missing
CATS2D_06_DPnumeric3 unique values
0 missing
GATS2pnumeric35 unique values
0 missing
CATS2D_06_LLnumeric13 unique values
0 missing
GATS2snumeric29 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
GATS2vnumeric35 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
GATS3enumeric37 unique values
0 missing
CATS2D_06_PPnumeric2 unique values
0 missing
GATS3inumeric36 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
GATS3mnumeric34 unique values
0 missing
CATS2D_07_ALnumeric13 unique values
0 missing
GATS3pnumeric38 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
GATS3snumeric37 unique values
0 missing
CATS2D_07_DAnumeric7 unique values
0 missing
GATS3vnumeric38 unique values
0 missing
CATS2D_07_DDnumeric5 unique values
0 missing
GATS4enumeric40 unique values
0 missing
CATS2D_07_DLnumeric10 unique values
0 missing
GATS4inumeric39 unique values
0 missing
CATS2D_07_DPnumeric4 unique values
0 missing
GATS4mnumeric38 unique values
0 missing
CATS2D_07_LLnumeric17 unique values
0 missing
GATS4pnumeric38 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
GATS4snumeric40 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
GATS4vnumeric39 unique values
0 missing
CATS2D_07_PPnumeric2 unique values
0 missing
GATS5enumeric41 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
GATS5inumeric34 unique values
0 missing
CATS2D_08_ALnumeric12 unique values
0 missing
GATS5mnumeric34 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
GATS5pnumeric37 unique values
0 missing
CATS2D_08_APnumeric5 unique values
0 missing
GATS5snumeric42 unique values
0 missing
CATS2D_08_DAnumeric11 unique values
0 missing
GATS5vnumeric36 unique values
0 missing
CATS2D_08_DDnumeric5 unique values
0 missing
GATS6enumeric39 unique values
0 missing
CATS2D_08_DLnumeric11 unique values
0 missing
GATS6inumeric35 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
GATS6mnumeric40 unique values
0 missing
CATS2D_08_DPnumeric3 unique values
0 missing
GATS6pnumeric32 unique values
0 missing
CATS2D_08_LLnumeric16 unique values
0 missing
GATS6snumeric41 unique values
0 missing
CATS2D_08_NLnumeric4 unique values
0 missing
GATS6vnumeric30 unique values
0 missing
CATS2D_08_PLnumeric5 unique values
0 missing
GATS7enumeric42 unique values
0 missing
CATS2D_09_AAnumeric6 unique values
0 missing
GATS7inumeric40 unique values
0 missing
CATS2D_09_ALnumeric11 unique values
0 missing
GATS7mnumeric37 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
GATS7pnumeric39 unique values
0 missing
CATS2D_09_APnumeric5 unique values
0 missing
GATS7snumeric41 unique values
0 missing
CATS2D_09_DAnumeric10 unique values
0 missing
GATS7vnumeric38 unique values
0 missing
CATS2D_09_DDnumeric5 unique values
0 missing
GATS8enumeric38 unique values
0 missing
CATS2D_09_DLnumeric12 unique values
0 missing
GATS8inumeric37 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
GATS8mnumeric36 unique values
0 missing
CATS2D_09_DPnumeric3 unique values
0 missing
GATS8pnumeric40 unique values
0 missing
CATS2D_09_LLnumeric16 unique values
0 missing
GATS8snumeric41 unique values
0 missing
CATS2D_09_NLnumeric4 unique values
0 missing
GATS8vnumeric36 unique values
0 missing
CATS2D_09_PLnumeric6 unique values
0 missing
GGI1numeric13 unique values
0 missing
CENTnumeric37 unique values
0 missing
GGI10numeric33 unique values
0 missing
Chi0_AEA.bo.numeric34 unique values
0 missing
GGI2numeric14 unique values
0 missing
Chi0_AEA.dm.numeric34 unique values
0 missing
GGI3numeric28 unique values
0 missing
Chi0_AEA.ed.numeric34 unique values
0 missing
GGI4numeric29 unique values
0 missing
Chi0_AEA.ri.numeric34 unique values
0 missing
GGI5numeric28 unique values
0 missing
Chi0_EAnumeric34 unique values
0 missing
GGI6numeric34 unique values
0 missing
Chi0_EA.bo.numeric35 unique values
0 missing
GGI7numeric34 unique values
0 missing
Chi0_EA.dm.numeric31 unique values
0 missing
GGI8numeric28 unique values
0 missing
Chi0_EA.ed.numeric37 unique values
0 missing
GGI9numeric36 unique values
0 missing
Chi0_EA.ri.numeric41 unique values
0 missing
GMTInumeric37 unique values
0 missing
Chi1_AEA.bo.numeric34 unique values
0 missing
GMTIVnumeric43 unique values
0 missing
Chi1_AEA.dm.numeric34 unique values
0 missing
GNarnumeric27 unique values
0 missing
Chi1_AEA.ed.numeric34 unique values
0 missing
H.numeric25 unique values
0 missing
Chi1_AEA.ri.numeric34 unique values
0 missing
H.046numeric15 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
48
Number of instances (rows) of the dataset.
NumberOfFeatures
675
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
674
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
14.06
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
6.17
Second quartile (Median) of kurtosis among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanSkewnessOfNumericAtts
0.27
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.55
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
193.05
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
-0.05
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.9
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.23
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
48
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.13
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
158458.31
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
15.9
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
6.06
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-6.93
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.
MaxSkewnessOfNumericAtts
6.93
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
1.49
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
58394.65
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
1.66
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
0.71
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
10.87
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
590.79
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-1.52
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.13
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.12
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-CHEMBL3027
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3027
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3027
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3027
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3027
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3027
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3027
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3027
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3027
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3027
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3027
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3027
0 runs - estimation_procedure: 50 times Clustering
Define a new task