Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5541

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5541

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: CHEMBL5541 (TID: 101012), and it has 29 rows and 654 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.

656 features

pXC50 (target)numeric25 unique values
0 missing
molecule_id (row identifier)nominal29 unique values
0 missing
CATS2D_07_LLnumeric11 unique values
0 missing
GATS7enumeric29 unique values
0 missing
MATS2enumeric24 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GATS7inumeric27 unique values
0 missing
MATS1inumeric28 unique values
0 missing
CATS2D_08_AAnumeric6 unique values
0 missing
GATS7mnumeric27 unique values
0 missing
IC1numeric27 unique values
0 missing
CATS2D_08_ALnumeric10 unique values
0 missing
GATS7pnumeric28 unique values
0 missing
MATS1mnumeric21 unique values
0 missing
CATS2D_08_DAnumeric5 unique values
0 missing
GATS7snumeric28 unique values
0 missing
Psi_e_Anumeric27 unique values
0 missing
CATS2D_08_DDnumeric4 unique values
0 missing
GATS7vnumeric28 unique values
0 missing
Psi_i_Anumeric27 unique values
0 missing
CATS2D_08_DLnumeric8 unique values
0 missing
GATS8enumeric28 unique values
0 missing
LOCnumeric24 unique values
0 missing
CATS2D_08_LLnumeric9 unique values
0 missing
GATS8inumeric26 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
GATS8mnumeric27 unique values
0 missing
Eig02_AEA.bo.numeric18 unique values
0 missing
CATS2D_09_AAnumeric5 unique values
0 missing
GATS8pnumeric25 unique values
0 missing
Hynumeric27 unique values
0 missing
CATS2D_09_ALnumeric11 unique values
0 missing
GATS8snumeric28 unique values
0 missing
SpMAD_AEA.bo.numeric25 unique values
0 missing
CATS2D_09_DAnumeric6 unique values
0 missing
GATS8vnumeric26 unique values
0 missing
Eig02_AEA.ri.numeric21 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
GGI1numeric10 unique values
0 missing
Eig02_EAnumeric19 unique values
0 missing
CATS2D_09_DLnumeric6 unique values
0 missing
GGI10numeric16 unique values
0 missing
SM10_AEA.bo.numeric19 unique values
0 missing
CATS2D_09_LLnumeric10 unique values
0 missing
GGI2numeric12 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
CENTnumeric27 unique values
0 missing
GGI3numeric15 unique values
0 missing
MATS1pnumeric28 unique values
0 missing
Chi0_AEA.bo.numeric25 unique values
0 missing
GGI4numeric17 unique values
0 missing
MATS1vnumeric23 unique values
0 missing
Chi0_AEA.dm.numeric25 unique values
0 missing
GGI5numeric16 unique values
0 missing
BIC2numeric27 unique values
0 missing
Chi0_AEA.ed.numeric25 unique values
0 missing
GGI6numeric17 unique values
0 missing
MATS2snumeric25 unique values
0 missing
Chi0_AEA.ri.numeric25 unique values
0 missing
GGI7numeric18 unique values
0 missing
MATS4pnumeric26 unique values
0 missing
Chi0_EAnumeric25 unique values
0 missing
GGI8numeric20 unique values
0 missing
nArOHnumeric4 unique values
0 missing
Chi0_EA.bo.numeric26 unique values
0 missing
GGI9numeric19 unique values
0 missing
O.057numeric4 unique values
0 missing
Chi0_EA.dm.numeric19 unique values
0 missing
GMTInumeric27 unique values
0 missing
SAdonnumeric12 unique values
0 missing
Chi0_EA.ed.numeric27 unique values
0 missing
GMTIVnumeric28 unique values
0 missing
C.018numeric2 unique values
0 missing
Chi0_EA.ri.numeric28 unique values
0 missing
GNarnumeric19 unique values
0 missing
CATS2D_01_DDnumeric3 unique values
0 missing
Chi1_AEA.bo.numeric26 unique values
0 missing
H.numeric25 unique values
0 missing
CATS2D_05_LLnumeric12 unique values
0 missing
Chi1_AEA.dm.numeric26 unique values
0 missing
H.046numeric11 unique values
0 missing
nN.Nnumeric2 unique values
0 missing
Chi1_AEA.ed.numeric26 unique values
0 missing
H.047numeric9 unique values
0 missing
NdsCHnumeric4 unique values
0 missing
Chi1_AEA.ri.numeric26 unique values
0 missing
H.048numeric4 unique values
0 missing
SdsCHnumeric19 unique values
0 missing
Chi1_EAnumeric26 unique values
0 missing
H.049numeric3 unique values
0 missing
SM09_EA.dm.numeric9 unique values
0 missing
Chi1_EA.bo.numeric26 unique values
0 missing
H.050numeric7 unique values
0 missing
SM11_EA.dm.numeric9 unique values
0 missing
Chi1_EA.dm.numeric20 unique values
0 missing
H.051numeric6 unique values
0 missing
SM13_EA.dm.numeric9 unique values
0 missing
Chi1_EA.ed.numeric27 unique values
0 missing
H.052numeric5 unique values
0 missing
SM15_EA.dm.numeric9 unique values
0 missing
Chi1_EA.ri.numeric29 unique values
0 missing
H.053numeric2 unique values
0 missing
Eig02_EA.bo.numeric22 unique values
0 missing
CIC0numeric27 unique values
0 missing
HDcpxnumeric25 unique values
0 missing
MPC07numeric22 unique values
0 missing
CIC1numeric27 unique values
0 missing
HNarnumeric21 unique values
0 missing
MWC08numeric27 unique values
0 missing
CIC2numeric27 unique values
0 missing
HVcpxnumeric27 unique values
0 missing
MWC09numeric27 unique values
0 missing
CIC3numeric26 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
MWC10numeric27 unique values
0 missing
CIC4numeric25 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
piPC03numeric26 unique values
0 missing
CIC5numeric26 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
piPC04numeric26 unique values
0 missing
CIDnumeric23 unique values
0 missing
IACnumeric27 unique values
0 missing
piPC05numeric27 unique values
0 missing
Cl.089numeric2 unique values
0 missing
IC0numeric26 unique values
0 missing
piPC06numeric27 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IC2numeric27 unique values
0 missing
piPC07numeric27 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IC3numeric25 unique values
0 missing
piPC08numeric26 unique values
0 missing
cRo5numeric2 unique values
0 missing
IC4numeric26 unique values
0 missing
piPC09numeric27 unique values
0 missing
CSInumeric27 unique values
0 missing
IC5numeric26 unique values
0 missing
piPC10numeric27 unique values
0 missing
DBInumeric20 unique values
0 missing
ICRnumeric23 unique values
0 missing
Qindexnumeric12 unique values
0 missing
D.Dtr05numeric10 unique values
0 missing
IDDEnumeric23 unique values
0 missing
SM12_AEA.ri.numeric22 unique values
0 missing
D.Dtr06numeric25 unique values
0 missing
IDDMnumeric22 unique values
0 missing
SpMax1_Bh.e.numeric24 unique values
0 missing
D.Dtr07numeric6 unique values
0 missing
IDEnumeric26 unique values
0 missing
SpMax1_Bh.p.numeric25 unique values
0 missing
D.Dtr09numeric4 unique values
0 missing
IDETnumeric27 unique values
0 missing
SpMax1_Bh.v.numeric25 unique values
0 missing
D.Dtr10numeric9 unique values
0 missing
IDMnumeric26 unique values
0 missing
SpMin1_Bh.m.numeric21 unique values
0 missing
D.Dtr12numeric2 unique values
0 missing
IDMTnumeric27 unique values
0 missing
TWCnumeric27 unique values
0 missing
DECCnumeric26 unique values
0 missing
Infective.50numeric2 unique values
0 missing
X1Anumeric18 unique values
0 missing
DELSnumeric29 unique values
0 missing
Infective.80numeric2 unique values
0 missing
X3Anumeric19 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
X4Anumeric21 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ISIZnumeric20 unique values
0 missing
Menumeric18 unique values
0 missing
DLS_01numeric3 unique values
0 missing
IVDEnumeric22 unique values
0 missing
BIC1numeric26 unique values
0 missing
DLS_02numeric5 unique values
0 missing
IVDMnumeric22 unique values
0 missing
N.067numeric2 unique values
0 missing
DLS_03numeric4 unique values
0 missing
JGI1numeric22 unique values
0 missing
SIC1numeric24 unique values
0 missing
DLS_04numeric4 unique values
0 missing
JGI10numeric8 unique values
0 missing
SM08_EA.dm.numeric12 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI2numeric19 unique values
0 missing
SM10_EA.dm.numeric10 unique values
0 missing
DLS_06numeric5 unique values
0 missing
JGI3numeric19 unique values
0 missing
SM12_EA.dm.numeric10 unique values
0 missing
DLS_07numeric3 unique values
0 missing
JGI4numeric17 unique values
0 missing
SM14_EA.dm.numeric10 unique values
0 missing
DLS_consnumeric10 unique values
0 missing
JGI5numeric13 unique values
0 missing
BIC0numeric24 unique values
0 missing
Dznumeric25 unique values
0 missing
JGI6numeric11 unique values
0 missing
SIC0numeric25 unique values
0 missing
ECCnumeric24 unique values
0 missing
JGI7numeric7 unique values
0 missing
SpMAD_EAnumeric24 unique values
0 missing
Eig01_AEA.bo.numeric20 unique values
0 missing
JGI8numeric9 unique values
0 missing
SpMax1_Bh.i.numeric22 unique values
0 missing
Eig01_AEA.dm.numeric7 unique values
0 missing
JGI9numeric10 unique values
0 missing
SpMin1_Bh.p.numeric20 unique values
0 missing
Eig01_AEA.ed.numeric20 unique values
0 missing
JGTnumeric27 unique values
0 missing
SpMin1_Bh.v.numeric23 unique values
0 missing
Eig01_AEA.ri.numeric23 unique values
0 missing
LLS_01numeric4 unique values
0 missing
Eig03_AEA.ri.numeric20 unique values
0 missing
Eig01_EAnumeric20 unique values
0 missing
LLS_02numeric4 unique values
0 missing
SpMin8_Bh.i.numeric22 unique values
0 missing
Eig01_EA.bo.numeric20 unique values
0 missing
LPRSnumeric27 unique values
0 missing
AACnumeric26 unique values
0 missing
Eig01_EA.dm.numeric7 unique values
0 missing
MATS1enumeric23 unique values
0 missing
AECCnumeric24 unique values
0 missing
Eig01_EA.ed.numeric20 unique values
0 missing
MATS1snumeric24 unique values
0 missing
ALOGPnumeric28 unique values
0 missing
Eig01_EA.ri.numeric23 unique values
0 missing
MATS2inumeric27 unique values
0 missing
ALOGP2numeric28 unique values
0 missing
Eig02_AEA.dm.numeric9 unique values
0 missing
MATS2mnumeric23 unique values
0 missing
AMRnumeric28 unique values
0 missing
Eig02_AEA.ed.numeric19 unique values
0 missing
MATS2pnumeric27 unique values
0 missing
AMWnumeric27 unique values
0 missing
Eig02_EA.dm.numeric9 unique values
0 missing
MATS2vnumeric27 unique values
0 missing
ARRnumeric18 unique values
0 missing
Eig02_EA.ed.numeric19 unique values
0 missing
MATS3enumeric24 unique values
0 missing
ATS1enumeric27 unique values
0 missing
Eig02_EA.ri.numeric19 unique values
0 missing
MATS3inumeric24 unique values
0 missing
ATS1inumeric27 unique values
0 missing
Eig03_AEA.bo.numeric16 unique values
0 missing
MATS3mnumeric26 unique values
0 missing
ATS1mnumeric27 unique values
0 missing
Eig03_AEA.dm.numeric17 unique values
0 missing
MATS3pnumeric24 unique values
0 missing
ATS1pnumeric28 unique values
0 missing
Eig03_AEA.ed.numeric15 unique values
0 missing
MATS3snumeric25 unique values
0 missing
ATS1snumeric28 unique values
0 missing
Eig03_EAnumeric16 unique values
0 missing
MATS3vnumeric26 unique values
0 missing
ATS1vnumeric28 unique values
0 missing
Eig03_EA.bo.numeric20 unique values
0 missing
MATS4enumeric27 unique values
0 missing
ATS2enumeric28 unique values
0 missing
Eig03_EA.dm.numeric9 unique values
0 missing
MATS4inumeric25 unique values
0 missing
ATS2inumeric28 unique values
0 missing
Eig03_EA.ed.numeric16 unique values
0 missing
MATS4mnumeric27 unique values
0 missing
ATS2mnumeric28 unique values
0 missing
Eig03_EA.ri.numeric15 unique values
0 missing
MATS4snumeric25 unique values
0 missing
ATS2pnumeric28 unique values
0 missing
Eig04_AEA.bo.numeric18 unique values
0 missing
MATS4vnumeric27 unique values
0 missing
ATS2snumeric28 unique values
0 missing
Eig04_AEA.dm.numeric15 unique values
0 missing
MATS5enumeric28 unique values
0 missing
ATS2vnumeric28 unique values
0 missing
Eig04_AEA.ed.numeric16 unique values
0 missing
MATS5inumeric28 unique values
0 missing
ATS3enumeric28 unique values
0 missing
Eig04_AEA.ri.numeric23 unique values
0 missing
MATS5mnumeric28 unique values
0 missing
ATS3inumeric28 unique values
0 missing
Eig04_EAnumeric20 unique values
0 missing
MATS5pnumeric26 unique values
0 missing
ATS3mnumeric28 unique values
0 missing
Eig04_EA.bo.numeric17 unique values
0 missing
MATS5snumeric25 unique values
0 missing
ATS3pnumeric28 unique values
0 missing
Eig04_EA.dm.numeric7 unique values
0 missing
MATS5vnumeric28 unique values
0 missing
ATS3snumeric27 unique values
0 missing
Eig04_EA.ed.numeric16 unique values
0 missing
MATS6enumeric28 unique values
0 missing
ATS3vnumeric27 unique values
0 missing
Eig04_EA.ri.numeric24 unique values
0 missing
MATS6inumeric27 unique values
0 missing
ATS4enumeric29 unique values
0 missing
Eig05_AEA.bo.numeric21 unique values
0 missing
MATS6mnumeric25 unique values
0 missing
ATS4inumeric27 unique values
0 missing
Eig05_AEA.dm.numeric22 unique values
0 missing
MATS6pnumeric27 unique values
0 missing
ATS4mnumeric28 unique values
0 missing
Eig05_AEA.ed.numeric20 unique values
0 missing
MATS6snumeric28 unique values
0 missing
ATS4pnumeric29 unique values
0 missing
Eig05_AEA.ri.numeric25 unique values
0 missing
MATS6vnumeric25 unique values
0 missing
ATS4snumeric29 unique values
0 missing
Eig05_EAnumeric23 unique values
0 missing
MATS7enumeric29 unique values
0 missing
ATS4vnumeric29 unique values
0 missing
Eig05_EA.bo.numeric21 unique values
0 missing
MATS7inumeric28 unique values
0 missing
ATS5enumeric29 unique values
0 missing
Eig05_EA.dm.numeric5 unique values
0 missing
MATS7mnumeric26 unique values
0 missing
ATS5inumeric28 unique values
0 missing
Eig05_EA.ed.numeric20 unique values
0 missing
MATS7pnumeric28 unique values
0 missing
ATS5mnumeric29 unique values
0 missing
Eig05_EA.ri.numeric24 unique values
0 missing
MATS7snumeric27 unique values
0 missing
ATS5pnumeric28 unique values
0 missing
Eig06_AEA.bo.numeric20 unique values
0 missing
MATS7vnumeric28 unique values
0 missing
ATS5snumeric29 unique values
0 missing
Eig06_AEA.dm.numeric21 unique values
0 missing
MATS8enumeric29 unique values
0 missing
ATS5vnumeric28 unique values
0 missing
Eig06_AEA.ed.numeric22 unique values
0 missing
MATS8inumeric26 unique values
0 missing
ATS6enumeric29 unique values
0 missing
Eig06_AEA.ri.numeric25 unique values
0 missing
MATS8mnumeric28 unique values
0 missing
ATS6inumeric28 unique values
0 missing
Eig06_EAnumeric22 unique values
0 missing
MATS8pnumeric26 unique values
0 missing
ATS6mnumeric29 unique values
0 missing
Eig06_EA.bo.numeric19 unique values
0 missing
MATS8snumeric29 unique values
0 missing
ATS6pnumeric29 unique values
0 missing
Eig06_EA.dm.numeric4 unique values
0 missing
MATS8vnumeric27 unique values
0 missing
ATS6snumeric28 unique values
0 missing
Eig06_EA.ed.numeric22 unique values
0 missing
MAXDNnumeric27 unique values
0 missing
ATS6vnumeric28 unique values
0 missing
Eig06_EA.ri.numeric24 unique values
0 missing
MAXDPnumeric29 unique values
0 missing
ATS7enumeric29 unique values
0 missing
Eig07_AEA.bo.numeric21 unique values
0 missing
MCDnumeric18 unique values
0 missing
ATS7inumeric29 unique values
0 missing
Eig07_AEA.dm.numeric21 unique values
0 missing
MDDDnumeric27 unique values
0 missing
ATS7mnumeric29 unique values
0 missing
Eig07_AEA.ed.numeric22 unique values
0 missing
Minumeric13 unique values
0 missing
ATS7pnumeric28 unique values
0 missing
Eig07_AEA.ri.numeric22 unique values
0 missing
MLOGPnumeric28 unique values
0 missing
ATS7snumeric29 unique values
0 missing
Eig07_EAnumeric20 unique values
0 missing
MLOGP2numeric28 unique values
0 missing
ATS7vnumeric27 unique values
0 missing
Eig07_EA.bo.numeric20 unique values
0 missing
Mpnumeric20 unique values
0 missing
ATS8enumeric29 unique values
0 missing
Eig07_EA.dm.numeric4 unique values
0 missing
MPC01numeric18 unique values
0 missing
ATS8inumeric28 unique values
0 missing
Eig07_EA.ed.numeric20 unique values
0 missing
MPC02numeric20 unique values
0 missing
ATS8mnumeric29 unique values
0 missing
Eig07_EA.ri.numeric23 unique values
0 missing
MPC03numeric22 unique values
0 missing
ATS8pnumeric28 unique values
0 missing
Eig08_AEA.bo.numeric23 unique values
0 missing
MPC04numeric23 unique values
0 missing
ATS8snumeric29 unique values
0 missing
Eig08_AEA.dm.numeric22 unique values
0 missing
MPC05numeric24 unique values
0 missing
ATS8vnumeric29 unique values
0 missing
Eig08_AEA.ed.numeric21 unique values
0 missing
MPC06numeric23 unique values
0 missing
ATSC1enumeric28 unique values
0 missing
Eig08_AEA.ri.numeric21 unique values
0 missing
MPC08numeric21 unique values
0 missing
ATSC1inumeric27 unique values
0 missing
Eig08_EAnumeric22 unique values
0 missing
MPC09numeric20 unique values
0 missing
ATSC1mnumeric28 unique values
0 missing
Eig08_EA.bo.numeric22 unique values
0 missing
MPC10numeric20 unique values
0 missing
ATSC1pnumeric28 unique values
0 missing
Eig08_EA.dm.numeric4 unique values
0 missing
MSDnumeric27 unique values
0 missing
ATSC1snumeric28 unique values
0 missing
Eig08_EA.ed.numeric22 unique values
0 missing
Mvnumeric25 unique values
0 missing
ATSC1vnumeric28 unique values
0 missing
Eig08_EA.ri.numeric22 unique values
0 missing
MWnumeric28 unique values
0 missing
ATSC2enumeric27 unique values
0 missing
Eig09_AEA.bo.numeric24 unique values
0 missing
MWC01numeric18 unique values
0 missing
ATSC2inumeric27 unique values
0 missing
Eig09_AEA.dm.numeric17 unique values
0 missing
MWC02numeric20 unique values
0 missing
ATSC2mnumeric28 unique values
0 missing
Eig09_AEA.ed.numeric23 unique values
0 missing
MWC03numeric23 unique values
0 missing
ATSC2pnumeric28 unique values
0 missing
Eig09_AEA.ri.numeric27 unique values
0 missing
MWC04numeric26 unique values
0 missing
ATSC2snumeric28 unique values
0 missing
Eig09_EAnumeric24 unique values
0 missing
MWC05numeric27 unique values
0 missing
ATSC2vnumeric28 unique values
0 missing
Eig09_EA.bo.numeric23 unique values
0 missing
MWC06numeric26 unique values
0 missing
ATSC3enumeric27 unique values
0 missing
Eig09_EA.dm.numeric4 unique values
0 missing
MWC07numeric27 unique values
0 missing
ATSC3inumeric27 unique values
0 missing
Eig09_EA.ed.numeric23 unique values
0 missing
N.numeric22 unique values
0 missing
ATSC3mnumeric28 unique values
0 missing
Eig09_EA.ri.numeric24 unique values
0 missing
N.068numeric2 unique values
0 missing
ATSC3pnumeric28 unique values
0 missing
Eig10_AEA.bo.numeric23 unique values
0 missing
ATSC3snumeric29 unique values
0 missing
Eig10_AEA.dm.numeric23 unique values
0 missing
ATSC3vnumeric28 unique values
0 missing
Eig10_AEA.ed.numeric22 unique values
0 missing
ATSC4enumeric29 unique values
0 missing
Eig10_AEA.ri.numeric27 unique values
0 missing
ATSC4inumeric27 unique values
0 missing
Eig10_EAnumeric26 unique values
0 missing
ATSC4mnumeric29 unique values
0 missing
Eig10_EA.bo.numeric23 unique values
0 missing
ATSC4pnumeric29 unique values
0 missing
Eig10_EA.dm.numeric4 unique values
0 missing
ATSC4snumeric29 unique values
0 missing
Eig10_EA.ed.numeric23 unique values
0 missing
ATSC4vnumeric29 unique values
0 missing
Eig10_EA.ri.numeric25 unique values
0 missing
ATSC5enumeric29 unique values
0 missing
Eig11_AEA.bo.numeric22 unique values
0 missing
ATSC5inumeric29 unique values
0 missing
Eig11_AEA.dm.numeric24 unique values
0 missing
ATSC5mnumeric29 unique values
0 missing
Eig11_AEA.ed.numeric19 unique values
0 missing
ATSC5pnumeric29 unique values
0 missing
Eig11_AEA.ri.numeric26 unique values
0 missing
ATSC5snumeric29 unique values
0 missing
Eig11_EAnumeric25 unique values
0 missing
ATSC5vnumeric29 unique values
0 missing
Eig11_EA.bo.numeric23 unique values
0 missing
ATSC6enumeric28 unique values
0 missing
Eig11_EA.dm.numeric3 unique values
0 missing
ATSC6inumeric29 unique values
0 missing
Eig11_EA.ed.numeric23 unique values
0 missing
ATSC6mnumeric29 unique values
0 missing
Eig11_EA.ri.numeric27 unique values
0 missing
ATSC6pnumeric29 unique values
0 missing
Eig12_AEA.bo.numeric22 unique values
0 missing
ATSC6snumeric29 unique values
0 missing
Eig12_AEA.dm.numeric23 unique values
0 missing
ATSC6vnumeric29 unique values
0 missing
Eig12_AEA.ed.numeric19 unique values
0 missing
ATSC7enumeric29 unique values
0 missing
Eig12_AEA.ri.numeric27 unique values
0 missing
ATSC7inumeric29 unique values
0 missing
Eig12_EAnumeric25 unique values
0 missing
ATSC7mnumeric29 unique values
0 missing
Eig12_EA.bo.numeric23 unique values
0 missing
ATSC7pnumeric29 unique values
0 missing
Eig12_EA.dm.numeric2 unique values
0 missing
ATSC7snumeric29 unique values
0 missing
Eig12_EA.ed.numeric23 unique values
0 missing
ATSC7vnumeric29 unique values
0 missing
Eig12_EA.ri.numeric27 unique values
0 missing
ATSC8enumeric29 unique values
0 missing
Eig13_AEA.bo.numeric18 unique values
0 missing
ATSC8inumeric27 unique values
0 missing
Eig13_AEA.dm.numeric24 unique values
0 missing
ATSC8mnumeric29 unique values
0 missing
Eig13_AEA.ed.numeric21 unique values
0 missing
ATSC8pnumeric28 unique values
0 missing
Eig13_AEA.ri.numeric25 unique values
0 missing
ATSC8snumeric29 unique values
0 missing
Eig13_EAnumeric20 unique values
0 missing
ATSC8vnumeric29 unique values
0 missing
Eig13_EA.bo.numeric22 unique values
0 missing
BACnumeric22 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
BBInumeric20 unique values
0 missing
Eig13_EA.ed.numeric23 unique values
0 missing
BIC3numeric22 unique values
0 missing
Eig13_EA.ri.numeric26 unique values
0 missing
BIC4numeric20 unique values
0 missing
Eig14_AEA.bo.numeric22 unique values
0 missing
BIC5numeric24 unique values
0 missing
Eig14_AEA.dm.numeric24 unique values
0 missing
BIDnumeric20 unique values
0 missing
Eig14_AEA.ed.numeric23 unique values
0 missing
BLInumeric26 unique values
0 missing
Eig14_AEA.ri.numeric22 unique values
0 missing
BLTA96numeric27 unique values
0 missing
Eig14_EAnumeric18 unique values
0 missing
BLTD48numeric28 unique values
0 missing
Eig14_EA.bo.numeric22 unique values
0 missing
BLTF96numeric26 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig14_EA.ed.numeric23 unique values
0 missing
Br.095numeric2 unique values
0 missing
Eig14_EA.ri.numeric22 unique values
0 missing
C.numeric19 unique values
0 missing
Eig15_AEA.bo.numeric27 unique values
0 missing
C.001numeric6 unique values
0 missing
Eig15_AEA.dm.numeric23 unique values
0 missing
C.002numeric11 unique values
0 missing
Eig15_AEA.ed.numeric22 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig15_AEA.ri.numeric26 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig15_EAnumeric21 unique values
0 missing
C.006numeric4 unique values
0 missing
Eig15_EA.bo.numeric27 unique values
0 missing
C.007numeric2 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
C.008numeric4 unique values
0 missing
Eig15_EA.ed.numeric23 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig15_EA.ri.numeric28 unique values
0 missing
C.011numeric2 unique values
0 missing
Eta_alphanumeric26 unique values
0 missing
C.016numeric4 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
C.017numeric2 unique values
0 missing
Eta_Bnumeric17 unique values
0 missing
C.024numeric7 unique values
0 missing
Eta_B_Anumeric12 unique values
0 missing
C.025numeric5 unique values
0 missing
Eta_betanumeric27 unique values
0 missing
C.026numeric4 unique values
0 missing
Eta_beta_Anumeric25 unique values
0 missing
C.027numeric3 unique values
0 missing
Eta_betaPnumeric12 unique values
0 missing
C.028numeric2 unique values
0 missing
Eta_betaP_Anumeric20 unique values
0 missing
C.029numeric2 unique values
0 missing
Eta_betaSnumeric23 unique values
0 missing
C.033numeric2 unique values
0 missing
Eta_betaS_Anumeric22 unique values
0 missing
C.034numeric3 unique values
0 missing
Eta_Cnumeric29 unique values
0 missing
C.038numeric3 unique values
0 missing
Eta_C_Anumeric29 unique values
0 missing
C.039numeric2 unique values
0 missing
Eta_epsinumeric28 unique values
0 missing
C.040numeric4 unique values
0 missing
Eta_epsi_Anumeric23 unique values
0 missing
C.041numeric2 unique values
0 missing
Eta_Fnumeric29 unique values
0 missing
C.042numeric2 unique values
0 missing
Eta_F_Anumeric28 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_FLnumeric22 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_FL_Anumeric24 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eta_Lnumeric28 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
Eta_L_Anumeric24 unique values
0 missing
CATS2D_01_LLnumeric13 unique values
0 missing
Eta_sh_pnumeric26 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
Eta_sh_xnumeric4 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
Eta_sh_ynumeric26 unique values
0 missing
CATS2D_02_DLnumeric7 unique values
0 missing
GATS1enumeric26 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
GATS1inumeric23 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS1mnumeric27 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS1pnumeric27 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
GATS1snumeric27 unique values
0 missing
CATS2D_03_DAnumeric6 unique values
0 missing
GATS1vnumeric28 unique values
0 missing
CATS2D_03_DDnumeric4 unique values
0 missing
GATS2enumeric27 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
GATS2inumeric28 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
GATS2mnumeric23 unique values
0 missing
CATS2D_03_LLnumeric13 unique values
0 missing
GATS2pnumeric27 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS2snumeric26 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS2vnumeric27 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS3enumeric24 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS3inumeric25 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
GATS3mnumeric26 unique values
0 missing
CATS2D_04_LLnumeric14 unique values
0 missing
GATS3pnumeric26 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS3snumeric28 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
GATS3vnumeric25 unique values
0 missing
CATS2D_05_ALnumeric9 unique values
0 missing
GATS4enumeric28 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS4inumeric23 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
GATS4mnumeric28 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
GATS4pnumeric27 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
GATS4snumeric25 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS4vnumeric26 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
GATS5enumeric26 unique values
0 missing
CATS2D_06_ALnumeric9 unique values
0 missing
GATS5inumeric28 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
GATS5mnumeric29 unique values
0 missing
CATS2D_06_DDnumeric4 unique values
0 missing
GATS5pnumeric29 unique values
0 missing
CATS2D_06_DLnumeric9 unique values
0 missing
GATS5snumeric29 unique values
0 missing
CATS2D_06_LLnumeric10 unique values
0 missing
GATS5vnumeric27 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GATS6enumeric27 unique values
0 missing
CATS2D_07_AAnumeric5 unique values
0 missing
GATS6inumeric28 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
GATS6mnumeric26 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
GATS6pnumeric26 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
GATS6snumeric29 unique values
0 missing
CATS2D_07_DLnumeric8 unique values
0 missing
GATS6vnumeric25 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
29
Number of instances (rows) of the dataset.
NumberOfFeatures
656
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
655
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
22.62
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.22
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
0.94
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.81
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
375.72
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
1.08
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.01
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.66
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
29
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.16
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
69837.76
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
1.17
Third quartile of kurtosis among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.85
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.11
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.43
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
5.39
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
97200.55
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.31
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.4
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
0.56
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
1.79
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
258.06
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.4
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.09
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.19
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-CHEMBL5541
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5541
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5541
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5541
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5541
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5541
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5541
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5541
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5541
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5541
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5541
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5541
0 runs - estimation_procedure: 50 times Clustering
Define a new task