Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3325

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3325

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL3325 (TID: 100803), and it has 31 rows and 690 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.

692 features

pXC50 (target)numeric25 unique values
0 missing
molecule_id (row identifier)nominal31 unique values
0 missing
CATS2D_09_PNnumeric2 unique values
0 missing
GATS8pnumeric29 unique values
0 missing
MATS6enumeric29 unique values
0 missing
CATS2D_09_PPnumeric2 unique values
0 missing
GATS8snumeric30 unique values
0 missing
AACnumeric29 unique values
0 missing
CENTnumeric26 unique values
0 missing
GATS8vnumeric29 unique values
0 missing
AECCnumeric27 unique values
0 missing
Chi0_AEA.bo.numeric26 unique values
0 missing
GGI1numeric10 unique values
0 missing
ALOGPnumeric29 unique values
0 missing
Chi0_AEA.dm.numeric26 unique values
0 missing
GGI10numeric15 unique values
0 missing
ALOGP2numeric29 unique values
0 missing
Chi0_AEA.ed.numeric26 unique values
0 missing
GGI2numeric15 unique values
0 missing
AMRnumeric29 unique values
0 missing
Chi0_AEA.ri.numeric26 unique values
0 missing
GGI3numeric22 unique values
0 missing
AMWnumeric28 unique values
0 missing
Chi0_EAnumeric26 unique values
0 missing
GGI4numeric25 unique values
0 missing
ARRnumeric19 unique values
0 missing
Chi0_EA.bo.numeric29 unique values
0 missing
GGI5numeric21 unique values
0 missing
ATS1enumeric29 unique values
0 missing
Chi0_EA.dm.numeric27 unique values
0 missing
GGI6numeric23 unique values
0 missing
ATS1inumeric28 unique values
0 missing
Chi0_EA.ed.numeric27 unique values
0 missing
GGI7numeric23 unique values
0 missing
ATS1mnumeric28 unique values
0 missing
Chi0_EA.ri.numeric30 unique values
0 missing
GGI8numeric20 unique values
0 missing
ATS1pnumeric26 unique values
0 missing
Chi1_AEA.bo.numeric27 unique values
0 missing
GGI9numeric21 unique values
0 missing
ATS1snumeric31 unique values
0 missing
Chi1_AEA.dm.numeric27 unique values
0 missing
GMTInumeric27 unique values
0 missing
ATS1vnumeric29 unique values
0 missing
Chi1_AEA.ed.numeric27 unique values
0 missing
GMTIVnumeric31 unique values
0 missing
ATS2enumeric29 unique values
0 missing
Chi1_AEA.ri.numeric27 unique values
0 missing
GNarnumeric22 unique values
0 missing
ATS2inumeric29 unique values
0 missing
Chi1_EAnumeric27 unique values
0 missing
H.numeric23 unique values
0 missing
ATS2mnumeric29 unique values
0 missing
Chi1_EA.bo.numeric29 unique values
0 missing
H.046numeric7 unique values
0 missing
ATS2pnumeric28 unique values
0 missing
Chi1_EA.dm.numeric29 unique values
0 missing
H.047numeric12 unique values
0 missing
ATS2snumeric31 unique values
0 missing
Chi1_EA.ed.numeric27 unique values
0 missing
H.048numeric3 unique values
0 missing
ATS2vnumeric28 unique values
0 missing
Chi1_EA.ri.numeric30 unique values
0 missing
H.049numeric3 unique values
0 missing
ATS3enumeric29 unique values
0 missing
CIC0numeric28 unique values
0 missing
H.050numeric6 unique values
0 missing
ATS3inumeric30 unique values
0 missing
CIC1numeric29 unique values
0 missing
H.051numeric4 unique values
0 missing
ATS3mnumeric29 unique values
0 missing
CIC2numeric29 unique values
0 missing
H.052numeric8 unique values
0 missing
ATS3pnumeric31 unique values
0 missing
CIC3numeric28 unique values
0 missing
H.053numeric2 unique values
0 missing
ATS3snumeric30 unique values
0 missing
CIC4numeric28 unique values
0 missing
HDcpxnumeric26 unique values
0 missing
ATS3vnumeric31 unique values
0 missing
CIC5numeric28 unique values
0 missing
HNarnumeric22 unique values
0 missing
ATS4enumeric31 unique values
0 missing
CIDnumeric25 unique values
0 missing
HVcpxnumeric27 unique values
0 missing
ATS4inumeric31 unique values
0 missing
Cl.089numeric2 unique values
0 missing
Hynumeric28 unique values
0 missing
ATS4mnumeric31 unique values
0 missing
CMC.50numeric2 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
ATS4pnumeric31 unique values
0 missing
CMC.80numeric2 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
ATS4snumeric31 unique values
0 missing
cRo5numeric2 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
ATS4vnumeric31 unique values
0 missing
CSInumeric27 unique values
0 missing
IACnumeric29 unique values
0 missing
ATS5enumeric31 unique values
0 missing
DBInumeric16 unique values
0 missing
IC0numeric29 unique values
0 missing
ATS5inumeric31 unique values
0 missing
D.Dtr04numeric7 unique values
0 missing
IC1numeric29 unique values
0 missing
ATS5mnumeric31 unique values
0 missing
D.Dtr05numeric9 unique values
0 missing
IC2numeric29 unique values
0 missing
ATS5pnumeric31 unique values
0 missing
D.Dtr06numeric19 unique values
0 missing
IC3numeric28 unique values
0 missing
ATS5snumeric31 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
IC4numeric28 unique values
0 missing
ATS5vnumeric30 unique values
0 missing
D.Dtr08numeric6 unique values
0 missing
IC5numeric28 unique values
0 missing
ATS6enumeric31 unique values
0 missing
D.Dtr09numeric3 unique values
0 missing
ICRnumeric27 unique values
0 missing
ATS6inumeric30 unique values
0 missing
DECCnumeric26 unique values
0 missing
IDDEnumeric26 unique values
0 missing
ATS6mnumeric31 unique values
0 missing
DELSnumeric31 unique values
0 missing
IDDMnumeric25 unique values
0 missing
ATS6pnumeric31 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
IDEnumeric27 unique values
0 missing
ATS6snumeric31 unique values
0 missing
DLS_01numeric3 unique values
0 missing
IDETnumeric27 unique values
0 missing
ATS6vnumeric31 unique values
0 missing
DLS_02numeric3 unique values
0 missing
IDMnumeric27 unique values
0 missing
ATS7enumeric29 unique values
0 missing
DLS_03numeric4 unique values
0 missing
IDMTnumeric27 unique values
0 missing
ATS7inumeric30 unique values
0 missing
DLS_04numeric4 unique values
0 missing
Infective.50numeric2 unique values
0 missing
ATS7mnumeric30 unique values
0 missing
DLS_05numeric3 unique values
0 missing
Infective.80numeric2 unique values
0 missing
ATS7pnumeric29 unique values
0 missing
DLS_06numeric4 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
ATS7snumeric30 unique values
0 missing
DLS_07numeric3 unique values
0 missing
ISIZnumeric20 unique values
0 missing
ATS7vnumeric30 unique values
0 missing
DLS_consnumeric19 unique values
0 missing
IVDEnumeric21 unique values
0 missing
ATS8enumeric30 unique values
0 missing
Dznumeric26 unique values
0 missing
IVDMnumeric24 unique values
0 missing
ATS8inumeric30 unique values
0 missing
ECCnumeric26 unique values
0 missing
JGI1numeric22 unique values
0 missing
ATS8mnumeric30 unique values
0 missing
Eig01_AEA.bo.numeric26 unique values
0 missing
JGI10numeric8 unique values
0 missing
ATS8pnumeric29 unique values
0 missing
Eig01_AEA.dm.numeric25 unique values
0 missing
JGI2numeric20 unique values
0 missing
ATS8snumeric30 unique values
0 missing
Eig01_AEA.ed.numeric22 unique values
0 missing
JGI3numeric23 unique values
0 missing
ATS8vnumeric29 unique values
0 missing
Eig01_AEA.ri.numeric29 unique values
0 missing
JGI4numeric18 unique values
0 missing
ATSC1enumeric29 unique values
0 missing
Eig01_EAnumeric25 unique values
0 missing
JGI5numeric15 unique values
0 missing
ATSC1inumeric29 unique values
0 missing
Eig01_EA.bo.numeric24 unique values
0 missing
JGI6numeric14 unique values
0 missing
ATSC1mnumeric29 unique values
0 missing
Eig01_EA.dm.numeric10 unique values
0 missing
JGI7numeric14 unique values
0 missing
ATSC1pnumeric29 unique values
0 missing
Eig01_EA.ed.numeric25 unique values
0 missing
JGI8numeric9 unique values
0 missing
ATSC1snumeric31 unique values
0 missing
Eig01_EA.ri.numeric29 unique values
0 missing
JGI9numeric10 unique values
0 missing
ATSC1vnumeric29 unique values
0 missing
Eig02_AEA.bo.numeric29 unique values
0 missing
JGTnumeric24 unique values
0 missing
ATSC2enumeric28 unique values
0 missing
Eig02_AEA.dm.numeric25 unique values
0 missing
LLS_01numeric4 unique values
0 missing
ATSC2inumeric29 unique values
0 missing
Eig02_AEA.ed.numeric27 unique values
0 missing
LLS_02numeric3 unique values
0 missing
ATSC2mnumeric29 unique values
0 missing
Eig02_AEA.ri.numeric30 unique values
0 missing
LOCnumeric27 unique values
0 missing
ATSC2pnumeric29 unique values
0 missing
Eig02_EAnumeric26 unique values
0 missing
LPRSnumeric27 unique values
0 missing
ATSC2snumeric31 unique values
0 missing
Eig02_EA.bo.numeric29 unique values
0 missing
MATS1enumeric27 unique values
0 missing
ATSC2vnumeric29 unique values
0 missing
Eig02_EA.dm.numeric16 unique values
0 missing
MATS1inumeric28 unique values
0 missing
ATSC3enumeric30 unique values
0 missing
Eig02_EA.ed.numeric27 unique values
0 missing
MATS1mnumeric27 unique values
0 missing
ATSC3inumeric31 unique values
0 missing
Eig02_EA.ri.numeric30 unique values
0 missing
MATS1pnumeric29 unique values
0 missing
ATSC3mnumeric31 unique values
0 missing
Eig03_AEA.bo.numeric27 unique values
0 missing
MATS1snumeric29 unique values
0 missing
ATSC3pnumeric31 unique values
0 missing
Eig03_AEA.dm.numeric28 unique values
0 missing
MATS1vnumeric26 unique values
0 missing
ATSC3snumeric31 unique values
0 missing
Eig03_AEA.ed.numeric27 unique values
0 missing
MATS2enumeric25 unique values
0 missing
ATSC3vnumeric30 unique values
0 missing
Eig03_AEA.ri.numeric29 unique values
0 missing
MATS2inumeric28 unique values
0 missing
ATSC4enumeric29 unique values
0 missing
Eig03_EAnumeric26 unique values
0 missing
MATS2mnumeric28 unique values
0 missing
ATSC4inumeric30 unique values
0 missing
Eig03_EA.bo.numeric29 unique values
0 missing
MATS2pnumeric29 unique values
0 missing
ATSC4mnumeric31 unique values
0 missing
Eig03_EA.dm.numeric16 unique values
0 missing
MATS2snumeric28 unique values
0 missing
ATSC4pnumeric31 unique values
0 missing
Eig03_EA.ed.numeric26 unique values
0 missing
MATS2vnumeric28 unique values
0 missing
ATSC4snumeric31 unique values
0 missing
Eig03_EA.ri.numeric29 unique values
0 missing
MATS3enumeric30 unique values
0 missing
ATSC4vnumeric31 unique values
0 missing
Eig04_AEA.bo.numeric28 unique values
0 missing
MATS3inumeric30 unique values
0 missing
ATSC5enumeric31 unique values
0 missing
Eig04_AEA.dm.numeric29 unique values
0 missing
MATS3mnumeric29 unique values
0 missing
ATSC5inumeric31 unique values
0 missing
Eig04_AEA.ed.numeric27 unique values
0 missing
MATS3pnumeric29 unique values
0 missing
ATSC5mnumeric31 unique values
0 missing
Eig04_AEA.ri.numeric30 unique values
0 missing
MATS3snumeric27 unique values
0 missing
ATSC5pnumeric31 unique values
0 missing
Eig04_EAnumeric27 unique values
0 missing
MATS3vnumeric28 unique values
0 missing
ATSC5snumeric31 unique values
0 missing
Eig04_EA.bo.numeric28 unique values
0 missing
MATS4enumeric30 unique values
0 missing
ATSC5vnumeric31 unique values
0 missing
Eig04_EA.dm.numeric12 unique values
0 missing
MATS4inumeric27 unique values
0 missing
ATSC6enumeric30 unique values
0 missing
Eig04_EA.ed.numeric27 unique values
0 missing
MATS4mnumeric31 unique values
0 missing
ATSC6inumeric29 unique values
0 missing
Eig04_EA.ri.numeric29 unique values
0 missing
MATS4pnumeric30 unique values
0 missing
ATSC6mnumeric31 unique values
0 missing
Eig05_AEA.bo.numeric24 unique values
0 missing
MATS4snumeric30 unique values
0 missing
ATSC6pnumeric31 unique values
0 missing
Eig05_AEA.dm.numeric28 unique values
0 missing
MATS4vnumeric29 unique values
0 missing
ATSC6snumeric31 unique values
0 missing
Eig05_AEA.ed.numeric27 unique values
0 missing
MATS5enumeric29 unique values
0 missing
ATSC6vnumeric31 unique values
0 missing
Eig05_AEA.ri.numeric29 unique values
0 missing
MATS5inumeric29 unique values
0 missing
ATSC7enumeric31 unique values
0 missing
Eig05_EAnumeric25 unique values
0 missing
MATS5mnumeric28 unique values
0 missing
ATSC7inumeric31 unique values
0 missing
Eig05_EA.bo.numeric24 unique values
0 missing
MATS5pnumeric28 unique values
0 missing
ATSC7mnumeric31 unique values
0 missing
Eig05_EA.dm.numeric12 unique values
0 missing
MATS5snumeric31 unique values
0 missing
ATSC7pnumeric31 unique values
0 missing
Eig05_EA.ed.numeric26 unique values
0 missing
MATS5vnumeric30 unique values
0 missing
ATSC7snumeric31 unique values
0 missing
Eig05_EA.ri.numeric27 unique values
0 missing
MATS6inumeric30 unique values
0 missing
ATSC7vnumeric31 unique values
0 missing
Eig06_AEA.bo.numeric27 unique values
0 missing
MATS6mnumeric31 unique values
0 missing
ATSC8enumeric31 unique values
0 missing
Eig06_AEA.dm.numeric31 unique values
0 missing
MATS6pnumeric30 unique values
0 missing
ATSC8inumeric31 unique values
0 missing
Eig06_AEA.ed.numeric23 unique values
0 missing
MATS6snumeric30 unique values
0 missing
ATSC8mnumeric31 unique values
0 missing
Eig06_AEA.ri.numeric26 unique values
0 missing
MATS6vnumeric30 unique values
0 missing
ATSC8pnumeric31 unique values
0 missing
Eig06_EAnumeric23 unique values
0 missing
MATS7enumeric30 unique values
0 missing
ATSC8snumeric31 unique values
0 missing
Eig06_EA.bo.numeric29 unique values
0 missing
MATS7inumeric29 unique values
0 missing
ATSC8vnumeric31 unique values
0 missing
Eig06_EA.dm.numeric11 unique values
0 missing
MATS7mnumeric29 unique values
0 missing
BACnumeric19 unique values
0 missing
Eig06_EA.ed.numeric25 unique values
0 missing
MATS7pnumeric28 unique values
0 missing
BBInumeric19 unique values
0 missing
Eig06_EA.ri.numeric28 unique values
0 missing
MATS7snumeric31 unique values
0 missing
BIC0numeric27 unique values
0 missing
Eig07_AEA.bo.numeric26 unique values
0 missing
MATS7vnumeric29 unique values
0 missing
BIC1numeric27 unique values
0 missing
Eig07_AEA.dm.numeric26 unique values
0 missing
MATS8enumeric30 unique values
0 missing
BIC2numeric27 unique values
0 missing
Eig07_AEA.ed.numeric27 unique values
0 missing
MATS8inumeric30 unique values
0 missing
BIC3numeric26 unique values
0 missing
Eig07_AEA.ri.numeric30 unique values
0 missing
MATS8mnumeric31 unique values
0 missing
BIC4numeric25 unique values
0 missing
Eig07_EAnumeric26 unique values
0 missing
MATS8pnumeric31 unique values
0 missing
BIC5numeric25 unique values
0 missing
Eig07_EA.bo.numeric25 unique values
0 missing
MATS8snumeric29 unique values
0 missing
BIDnumeric25 unique values
0 missing
Eig07_EA.dm.numeric12 unique values
0 missing
MATS8vnumeric31 unique values
0 missing
BLInumeric31 unique values
0 missing
Eig07_EA.ed.numeric26 unique values
0 missing
MAXDNnumeric30 unique values
0 missing
BLTA96numeric28 unique values
0 missing
Eig07_EA.ri.numeric30 unique values
0 missing
MAXDPnumeric31 unique values
0 missing
BLTD48numeric28 unique values
0 missing
Eig08_AEA.bo.numeric26 unique values
0 missing
MCDnumeric20 unique values
0 missing
BLTF96numeric28 unique values
0 missing
Eig08_AEA.dm.numeric31 unique values
0 missing
MDDDnumeric27 unique values
0 missing
C.numeric27 unique values
0 missing
Eig08_AEA.ed.numeric27 unique values
0 missing
Menumeric26 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig08_AEA.ri.numeric27 unique values
0 missing
Minumeric24 unique values
0 missing
C.002numeric6 unique values
0 missing
Eig08_EAnumeric22 unique values
0 missing
MLOGPnumeric28 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig08_EA.bo.numeric25 unique values
0 missing
MLOGP2numeric28 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig08_EA.dm.numeric11 unique values
0 missing
Mpnumeric26 unique values
0 missing
C.006numeric3 unique values
0 missing
Eig08_EA.ed.numeric23 unique values
0 missing
MPC01numeric18 unique values
0 missing
C.008numeric4 unique values
0 missing
Eig08_EA.ri.numeric28 unique values
0 missing
MPC02numeric19 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig09_AEA.bo.numeric26 unique values
0 missing
MPC03numeric19 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig09_AEA.dm.numeric29 unique values
0 missing
MPC04numeric23 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig09_AEA.ed.numeric25 unique values
0 missing
MPC05numeric25 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig09_AEA.ri.numeric23 unique values
0 missing
MPC06numeric21 unique values
0 missing
C.017numeric3 unique values
0 missing
Eig09_EAnumeric18 unique values
0 missing
MPC07numeric24 unique values
0 missing
C.019numeric3 unique values
0 missing
Eig09_EA.bo.numeric29 unique values
0 missing
MPC08numeric21 unique values
0 missing
C.024numeric6 unique values
0 missing
Eig09_EA.dm.numeric7 unique values
0 missing
MPC09numeric22 unique values
0 missing
C.025numeric3 unique values
0 missing
Eig09_EA.ed.numeric22 unique values
0 missing
MPC10numeric19 unique values
0 missing
C.026numeric4 unique values
0 missing
Eig09_EA.ri.numeric24 unique values
0 missing
MSDnumeric26 unique values
0 missing
C.027numeric2 unique values
0 missing
Eig10_AEA.bo.numeric24 unique values
0 missing
Mvnumeric27 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig10_AEA.dm.numeric25 unique values
0 missing
MWnumeric29 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig10_AEA.ed.numeric20 unique values
0 missing
MWC01numeric18 unique values
0 missing
C.034numeric2 unique values
0 missing
Eig10_AEA.ri.numeric24 unique values
0 missing
MWC02numeric22 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig10_EAnumeric22 unique values
0 missing
MWC03numeric24 unique values
0 missing
C.040numeric4 unique values
0 missing
Eig10_EA.bo.numeric27 unique values
0 missing
MWC04numeric25 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig10_EA.dm.numeric8 unique values
0 missing
MWC05numeric26 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig10_EA.ed.numeric24 unique values
0 missing
MWC06numeric27 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig10_EA.ri.numeric27 unique values
0 missing
MWC07numeric27 unique values
0 missing
CATS2D_00_DDnumeric4 unique values
0 missing
Eig11_AEA.bo.numeric27 unique values
0 missing
MWC08numeric27 unique values
0 missing
CATS2D_00_DPnumeric4 unique values
0 missing
Eig11_AEA.dm.numeric29 unique values
0 missing
MWC09numeric27 unique values
0 missing
CATS2D_00_PPnumeric4 unique values
0 missing
Eig11_AEA.ed.numeric23 unique values
0 missing
MWC10numeric27 unique values
0 missing
CATS2D_01_AAnumeric4 unique values
0 missing
Eig11_AEA.ri.numeric27 unique values
0 missing
N.numeric24 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
Eig11_EAnumeric21 unique values
0 missing
N.066numeric4 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
Eig11_EA.bo.numeric27 unique values
0 missing
N.072numeric3 unique values
0 missing
CATS2D_01_LLnumeric13 unique values
0 missing
Eig11_EA.dm.numeric5 unique values
0 missing
N.073numeric2 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig11_EA.ed.numeric25 unique values
0 missing
N.074numeric2 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
Eig11_EA.ri.numeric24 unique values
0 missing
N.075numeric3 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
Eig12_AEA.bo.numeric26 unique values
0 missing
N.076numeric2 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
Eig12_AEA.dm.numeric28 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
Eig12_AEA.ed.numeric22 unique values
0 missing
NaaCHnumeric8 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
Eig12_AEA.ri.numeric27 unique values
0 missing
NaaNnumeric3 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eig12_EAnumeric22 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
Eig12_EA.bo.numeric24 unique values
0 missing
NaaOnumeric2 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
Eig12_EA.dm.numeric5 unique values
0 missing
NaaSnumeric2 unique values
0 missing
CATS2D_02_LLnumeric12 unique values
0 missing
Eig12_EA.ed.numeric22 unique values
0 missing
NaasCnumeric5 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
Eig12_EA.ri.numeric29 unique values
0 missing
NaasNnumeric2 unique values
0 missing
CATS2D_02_PLnumeric4 unique values
0 missing
Eig13_AEA.bo.numeric24 unique values
0 missing
nABnumeric6 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
Eig13_AEA.dm.numeric22 unique values
0 missing
nArCNOnumeric2 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
Eig13_AEA.ed.numeric18 unique values
0 missing
nArCONHRnumeric2 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
Eig13_AEA.ri.numeric21 unique values
0 missing
nArNO2numeric2 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
Eig13_EAnumeric20 unique values
0 missing
nArOHnumeric2 unique values
0 missing
CATS2D_03_DAnumeric5 unique values
0 missing
Eig13_EA.bo.numeric22 unique values
0 missing
nArORnumeric2 unique values
0 missing
CATS2D_03_DDnumeric4 unique values
0 missing
Eig13_EA.dm.numeric7 unique values
0 missing
nArXnumeric2 unique values
0 missing
CATS2D_03_DLnumeric8 unique values
0 missing
Eig13_EA.ed.numeric24 unique values
0 missing
nATnumeric20 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
Eig13_EA.ri.numeric25 unique values
0 missing
nBeta.Lactamsnumeric2 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
Eig14_AEA.bo.numeric19 unique values
0 missing
nBMnumeric11 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
Eig14_AEA.dm.numeric23 unique values
0 missing
nBnznumeric3 unique values
0 missing
CATS2D_03_NLnumeric4 unique values
0 missing
Eig14_AEA.ed.numeric20 unique values
0 missing
nBOnumeric18 unique values
0 missing
CATS2D_03_NNnumeric2 unique values
0 missing
Eig14_AEA.ri.numeric18 unique values
0 missing
nBTnumeric25 unique values
0 missing
CATS2D_03_PLnumeric4 unique values
0 missing
Eig14_EAnumeric17 unique values
0 missing
nCnumeric15 unique values
0 missing
CATS2D_03_PNnumeric2 unique values
0 missing
Eig14_EA.bo.numeric19 unique values
0 missing
nCarnumeric8 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
Eig14_EA.dm.numeric5 unique values
0 missing
nCb.numeric4 unique values
0 missing
CATS2D_04_ALnumeric10 unique values
0 missing
Eig14_EA.ed.numeric20 unique values
0 missing
nCbHnumeric5 unique values
0 missing
CATS2D_04_ANnumeric4 unique values
0 missing
Eig14_EA.ri.numeric22 unique values
0 missing
nCconjnumeric4 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
Eig15_AEA.bo.numeric23 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
Eig15_AEA.dm.numeric24 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
Eig15_AEA.ed.numeric19 unique values
0 missing
CATS2D_04_DLnumeric9 unique values
0 missing
Eig15_AEA.ri.numeric20 unique values
0 missing
CATS2D_04_DNnumeric3 unique values
0 missing
Eig15_EAnumeric18 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
Eig15_EA.bo.numeric20 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
Eig15_EA.dm.numeric8 unique values
0 missing
CATS2D_04_NLnumeric4 unique values
0 missing
Eig15_EA.ed.numeric19 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
Eig15_EA.ri.numeric19 unique values
0 missing
CATS2D_04_PNnumeric2 unique values
0 missing
Eta_alphanumeric27 unique values
0 missing
CATS2D_05_AAnumeric6 unique values
0 missing
Eta_alpha_Anumeric25 unique values
0 missing
CATS2D_05_ALnumeric9 unique values
0 missing
Eta_Bnumeric22 unique values
0 missing
CATS2D_05_ANnumeric3 unique values
0 missing
Eta_B_Anumeric16 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
Eta_betanumeric27 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
Eta_beta_Anumeric26 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
Eta_betaPnumeric14 unique values
0 missing
CATS2D_05_DLnumeric10 unique values
0 missing
Eta_betaP_Anumeric24 unique values
0 missing
CATS2D_05_DNnumeric3 unique values
0 missing
Eta_betaSnumeric24 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
Eta_betaS_Anumeric24 unique values
0 missing
CATS2D_05_LLnumeric5 unique values
0 missing
Eta_Cnumeric31 unique values
0 missing
CATS2D_05_NLnumeric5 unique values
0 missing
Eta_C_Anumeric31 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
Eta_epsinumeric29 unique values
0 missing
CATS2D_05_PNnumeric2 unique values
0 missing
Eta_epsi_Anumeric26 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
Eta_Fnumeric31 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
Eta_F_Anumeric31 unique values
0 missing
CATS2D_06_ANnumeric3 unique values
0 missing
Eta_FLnumeric31 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
Eta_FL_Anumeric26 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
Eta_Lnumeric31 unique values
0 missing
CATS2D_06_DDnumeric4 unique values
0 missing
Eta_L_Anumeric28 unique values
0 missing
CATS2D_06_DLnumeric8 unique values
0 missing
Eta_sh_pnumeric25 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
Eta_sh_xnumeric4 unique values
0 missing
CATS2D_06_DPnumeric4 unique values
0 missing
Eta_sh_ynumeric26 unique values
0 missing
CATS2D_06_LLnumeric6 unique values
0 missing
GATS1enumeric28 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
GATS1inumeric29 unique values
0 missing
CATS2D_06_NNnumeric2 unique values
0 missing
GATS1mnumeric29 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
GATS1pnumeric26 unique values
0 missing
CATS2D_06_PNnumeric2 unique values
0 missing
GATS1snumeric30 unique values
0 missing
CATS2D_06_PPnumeric2 unique values
0 missing
GATS1vnumeric28 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
GATS2enumeric26 unique values
0 missing
CATS2D_07_ALnumeric10 unique values
0 missing
GATS2inumeric29 unique values
0 missing
CATS2D_07_ANnumeric4 unique values
0 missing
GATS2mnumeric28 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
GATS2pnumeric28 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
GATS2snumeric28 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
GATS2vnumeric27 unique values
0 missing
CATS2D_07_DLnumeric7 unique values
0 missing
GATS3enumeric29 unique values
0 missing
CATS2D_07_DNnumeric3 unique values
0 missing
GATS3inumeric30 unique values
0 missing
CATS2D_07_DPnumeric3 unique values
0 missing
GATS3mnumeric31 unique values
0 missing
CATS2D_07_LLnumeric9 unique values
0 missing
GATS3pnumeric29 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
GATS3snumeric30 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
GATS3vnumeric30 unique values
0 missing
CATS2D_07_PPnumeric2 unique values
0 missing
GATS4enumeric30 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
GATS4inumeric31 unique values
0 missing
CATS2D_08_ALnumeric7 unique values
0 missing
GATS4mnumeric30 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
GATS4pnumeric31 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GATS4snumeric30 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
GATS4vnumeric30 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GATS5enumeric30 unique values
0 missing
CATS2D_08_DLnumeric6 unique values
0 missing
GATS5inumeric30 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
GATS5mnumeric29 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GATS5pnumeric28 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
GATS5snumeric31 unique values
0 missing
CATS2D_08_NLnumeric4 unique values
0 missing
GATS5vnumeric29 unique values
0 missing
CATS2D_08_NNnumeric2 unique values
0 missing
GATS6enumeric31 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
GATS6inumeric30 unique values
0 missing
CATS2D_08_PNnumeric2 unique values
0 missing
GATS6mnumeric29 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
GATS6pnumeric30 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
GATS6snumeric31 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
GATS6vnumeric29 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
GATS7enumeric30 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
GATS7inumeric26 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GATS7mnumeric30 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
GATS7pnumeric31 unique values
0 missing
CATS2D_09_DNnumeric3 unique values
0 missing
GATS7snumeric31 unique values
0 missing
CATS2D_09_DPnumeric3 unique values
0 missing
GATS7vnumeric28 unique values
0 missing
CATS2D_09_LLnumeric8 unique values
0 missing
GATS8enumeric28 unique values
0 missing
CATS2D_09_NLnumeric4 unique values
0 missing
GATS8inumeric30 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
GATS8mnumeric29 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
31
Number of instances (rows) of the dataset.
NumberOfFeatures
692
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
691
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
0.16
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
2.6
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
48.21
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.27
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.25
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.49
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
0.08
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
22.32
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.67
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
0.97
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
46.36
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
0.34
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.14
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.56
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
31
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.11
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
15248.61
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
2.16
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
3.42
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.57
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
5.57
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
1.16
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
15661.36
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.6
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.14
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-CHEMBL3325
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3325
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3325
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3325
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3325
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3325
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3325
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3325
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3325
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3325
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3325
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3325
0 runs - estimation_procedure: 50 times Clustering
Define a new task