Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5888

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5888

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: CHEMBL5888 (TID: 101365), and it has 41 rows and 669 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.

671 features

pXC50 (target)numeric32 unique values
0 missing
molecule_id (row identifier)nominal41 unique values
0 missing
CATS2D_07_DLnumeric8 unique values
0 missing
GGI5numeric28 unique values
0 missing
JGI3numeric20 unique values
0 missing
CATS2D_07_LLnumeric11 unique values
0 missing
GGI6numeric25 unique values
0 missing
Eig04_EA.bo.numeric28 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
GGI7numeric19 unique values
0 missing
SM14_AEA.ri.numeric28 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
GGI8numeric15 unique values
0 missing
ATS8mnumeric34 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
GGI9numeric11 unique values
0 missing
GMTIVnumeric38 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GMTInumeric28 unique values
0 missing
Eig04_AEA.bo.numeric30 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
GNarnumeric21 unique values
0 missing
Eig04_AEA.ri.numeric38 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
H.numeric25 unique values
0 missing
Eig04_EAnumeric25 unique values
0 missing
CATS2D_08_DLnumeric6 unique values
0 missing
H.046numeric7 unique values
0 missing
Eig04_EA.ed.numeric28 unique values
0 missing
CATS2D_08_LLnumeric6 unique values
0 missing
H.047numeric12 unique values
0 missing
SM12_AEA.bo.numeric25 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
H.048numeric2 unique values
0 missing
SM13_AEA.dm.numeric28 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
H.049numeric4 unique values
0 missing
MATS5mnumeric39 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
H.050numeric4 unique values
0 missing
GATS5mnumeric38 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
H.051numeric4 unique values
0 missing
ATS7mnumeric38 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
H.052numeric5 unique values
0 missing
XMODnumeric39 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
H.053numeric3 unique values
0 missing
Eig12_AEA.bo.numeric26 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
H.054numeric2 unique values
0 missing
HVcpxnumeric26 unique values
0 missing
CATS2D_09_LLnumeric5 unique values
0 missing
HDcpxnumeric24 unique values
0 missing
Xindexnumeric26 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
HNarnumeric19 unique values
0 missing
ZM1Pernumeric38 unique values
0 missing
CENTnumeric25 unique values
0 missing
Hynumeric25 unique values
0 missing
Eig02_AEA.bo.numeric30 unique values
0 missing
Chi0_AEA.bo.numeric26 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Eig02_AEA.ri.numeric36 unique values
0 missing
Chi0_AEA.dm.numeric26 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Eig02_EAnumeric26 unique values
0 missing
Chi0_AEA.ed.numeric26 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
Eig04_AEA.ed.numeric28 unique values
0 missing
Chi0_AEA.ri.numeric26 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
Eig06_AEA.ed.numeric24 unique values
0 missing
Chi0_EAnumeric26 unique values
0 missing
IC0numeric30 unique values
0 missing
Eig06_EA.ed.numeric25 unique values
0 missing
Chi0_EA.bo.numeric29 unique values
0 missing
IC4numeric27 unique values
0 missing
Eig08_EA.ed.numeric27 unique values
0 missing
Chi0_EA.dm.numeric34 unique values
0 missing
IC5numeric28 unique values
0 missing
Eig09_EA.ed.numeric28 unique values
0 missing
Chi0_EA.ed.numeric28 unique values
0 missing
ICRnumeric22 unique values
0 missing
Eig09_EA.ri.numeric40 unique values
0 missing
Chi0_EA.ri.numeric40 unique values
0 missing
IDDEnumeric26 unique values
0 missing
Eig10_EA.ed.numeric27 unique values
0 missing
Chi1_AEA.bo.numeric27 unique values
0 missing
IDDMnumeric23 unique values
0 missing
Eig10_EA.ri.numeric31 unique values
0 missing
Chi1_AEA.dm.numeric27 unique values
0 missing
IDEnumeric28 unique values
0 missing
Eig13_AEA.ed.numeric24 unique values
0 missing
Chi1_AEA.ed.numeric27 unique values
0 missing
IDETnumeric28 unique values
0 missing
Eig14_AEA.ed.numeric23 unique values
0 missing
Chi1_AEA.ri.numeric27 unique values
0 missing
IDMnumeric28 unique values
0 missing
MPC08numeric26 unique values
0 missing
Chi1_EAnumeric27 unique values
0 missing
IDMTnumeric28 unique values
0 missing
SM03_AEA.ri.numeric27 unique values
0 missing
Chi1_EA.bo.numeric30 unique values
0 missing
Infective.50numeric2 unique values
0 missing
SM04_AEA.ri.numeric28 unique values
0 missing
Chi1_EA.dm.numeric33 unique values
0 missing
Infective.80numeric2 unique values
0 missing
SM05_AEA.ri.numeric27 unique values
0 missing
Chi1_EA.ed.numeric28 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
SM10_AEA.bo.numeric26 unique values
0 missing
Chi1_EA.ri.numeric40 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
SM15_AEA.dm.numeric25 unique values
0 missing
CIC0numeric30 unique values
0 missing
ISIZnumeric22 unique values
0 missing
SpMaxA_EA.ed.numeric26 unique values
0 missing
CIC1numeric36 unique values
0 missing
IVDEnumeric21 unique values
0 missing
Vindexnumeric24 unique values
0 missing
CIC2numeric33 unique values
0 missing
IVDMnumeric21 unique values
0 missing
Yindexnumeric26 unique values
0 missing
CIC3numeric30 unique values
0 missing
JGI1numeric23 unique values
0 missing
ATSC8enumeric33 unique values
0 missing
CIC4numeric27 unique values
0 missing
JGI10numeric8 unique values
0 missing
IC2numeric34 unique values
0 missing
CIC5numeric26 unique values
0 missing
JGI2numeric18 unique values
0 missing
GATS5snumeric41 unique values
0 missing
CIDnumeric22 unique values
0 missing
JGI4numeric18 unique values
0 missing
JGI7numeric9 unique values
0 missing
Cl.089numeric3 unique values
0 missing
JGI5numeric13 unique values
0 missing
SpMax6_Bh.s.numeric38 unique values
0 missing
CMC.50numeric2 unique values
0 missing
JGI6numeric11 unique values
0 missing
NaaaCnumeric4 unique values
0 missing
CMC.80numeric2 unique values
0 missing
JGI8numeric9 unique values
0 missing
SaaaCnumeric33 unique values
0 missing
CSInumeric26 unique values
0 missing
JGI9numeric7 unique values
0 missing
Dznumeric28 unique values
0 missing
DBInumeric15 unique values
0 missing
JGTnumeric25 unique values
0 missing
IACnumeric30 unique values
0 missing
D.Dtr04numeric2 unique values
0 missing
LLS_01numeric7 unique values
0 missing
TIC0numeric30 unique values
0 missing
D.Dtr05numeric23 unique values
0 missing
LLS_02numeric3 unique values
0 missing
ATS2snumeric39 unique values
0 missing
D.Dtr06numeric28 unique values
0 missing
LOCnumeric22 unique values
0 missing
nPyrrolesnumeric3 unique values
0 missing
D.Dtr07numeric9 unique values
0 missing
LPRSnumeric28 unique values
0 missing
SpMax1_Bh.p.numeric36 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
MATS1enumeric31 unique values
0 missing
nCarnumeric10 unique values
0 missing
D.Dtr09numeric21 unique values
0 missing
MATS1inumeric35 unique values
0 missing
Eig10_AEA.dm.numeric33 unique values
0 missing
D.Dtr10numeric16 unique values
0 missing
MATS1mnumeric29 unique values
0 missing
ZM1MulPernumeric38 unique values
0 missing
D.Dtr11numeric10 unique values
0 missing
MATS1pnumeric34 unique values
0 missing
ZM1Vnumeric28 unique values
0 missing
D.Dtr12numeric4 unique values
0 missing
MATS1snumeric36 unique values
0 missing
IC3numeric30 unique values
0 missing
DECCnumeric24 unique values
0 missing
MATS1vnumeric33 unique values
0 missing
Eta_betanumeric30 unique values
0 missing
DELSnumeric41 unique values
0 missing
MATS2enumeric36 unique values
0 missing
IC1numeric35 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
MATS2inumeric38 unique values
0 missing
piPC10numeric31 unique values
0 missing
DLS_01numeric2 unique values
0 missing
MATS2mnumeric36 unique values
0 missing
Eig12_EA.ri.numeric37 unique values
0 missing
DLS_02numeric4 unique values
0 missing
MATS2pnumeric34 unique values
0 missing
Eig12_EAnumeric26 unique values
0 missing
DLS_03numeric2 unique values
0 missing
MATS2snumeric40 unique values
0 missing
SM06_AEA.dm.numeric26 unique values
0 missing
DLS_04numeric5 unique values
0 missing
MATS2vnumeric36 unique values
0 missing
SpMax6_Bh.m.numeric41 unique values
0 missing
DLS_05numeric3 unique values
0 missing
MATS3enumeric36 unique values
0 missing
MPC10numeric27 unique values
0 missing
DLS_06numeric2 unique values
0 missing
MATS3inumeric38 unique values
0 missing
AACnumeric30 unique values
0 missing
DLS_consnumeric11 unique values
0 missing
MATS3mnumeric40 unique values
0 missing
AECCnumeric24 unique values
0 missing
ECCnumeric24 unique values
0 missing
MATS3pnumeric37 unique values
0 missing
ALOGPnumeric39 unique values
0 missing
Eig01_AEA.bo.numeric27 unique values
0 missing
MATS3snumeric40 unique values
0 missing
ALOGP2numeric39 unique values
0 missing
Eig01_AEA.dm.numeric34 unique values
0 missing
MATS3vnumeric38 unique values
0 missing
AMRnumeric39 unique values
0 missing
Eig01_AEA.ed.numeric24 unique values
0 missing
MATS4enumeric39 unique values
0 missing
AMWnumeric33 unique values
0 missing
Eig01_AEA.ri.numeric33 unique values
0 missing
MATS4inumeric38 unique values
0 missing
ARRnumeric21 unique values
0 missing
Eig01_EAnumeric24 unique values
0 missing
MATS4mnumeric41 unique values
0 missing
ATS1enumeric34 unique values
0 missing
Eig01_EA.bo.numeric29 unique values
0 missing
MATS4pnumeric38 unique values
0 missing
ATS1inumeric35 unique values
0 missing
Eig01_EA.dm.numeric14 unique values
0 missing
MATS4snumeric38 unique values
0 missing
ATS1mnumeric36 unique values
0 missing
Eig01_EA.ed.numeric26 unique values
0 missing
MATS4vnumeric39 unique values
0 missing
ATS1pnumeric35 unique values
0 missing
Eig01_EA.ri.numeric37 unique values
0 missing
MATS5enumeric39 unique values
0 missing
ATS1snumeric39 unique values
0 missing
Eig02_AEA.dm.numeric38 unique values
0 missing
MATS5inumeric39 unique values
0 missing
ATS1vnumeric36 unique values
0 missing
Eig02_AEA.ed.numeric27 unique values
0 missing
MATS5pnumeric41 unique values
0 missing
ATS2enumeric37 unique values
0 missing
Eig02_EA.bo.numeric29 unique values
0 missing
MATS5snumeric39 unique values
0 missing
ATS2inumeric38 unique values
0 missing
Eig02_EA.dm.numeric10 unique values
0 missing
MATS5vnumeric40 unique values
0 missing
ATS2mnumeric38 unique values
0 missing
Eig02_EA.ed.numeric27 unique values
0 missing
MATS6enumeric41 unique values
0 missing
ATS2pnumeric38 unique values
0 missing
Eig02_EA.ri.numeric40 unique values
0 missing
MATS6inumeric40 unique values
0 missing
ATS2vnumeric38 unique values
0 missing
Eig03_AEA.bo.numeric31 unique values
0 missing
MATS6mnumeric36 unique values
0 missing
ATS3enumeric37 unique values
0 missing
Eig03_AEA.dm.numeric39 unique values
0 missing
MATS6pnumeric38 unique values
0 missing
ATS3inumeric40 unique values
0 missing
Eig03_AEA.ed.numeric28 unique values
0 missing
MATS6snumeric39 unique values
0 missing
ATS3mnumeric41 unique values
0 missing
Eig03_AEA.ri.numeric39 unique values
0 missing
MATS6vnumeric40 unique values
0 missing
ATS3pnumeric40 unique values
0 missing
Eig03_EAnumeric27 unique values
0 missing
MATS7enumeric37 unique values
0 missing
ATS3snumeric39 unique values
0 missing
Eig03_EA.bo.numeric30 unique values
0 missing
MATS7inumeric38 unique values
0 missing
ATS3vnumeric40 unique values
0 missing
Eig03_EA.dm.numeric9 unique values
0 missing
MATS7mnumeric40 unique values
0 missing
ATS4enumeric40 unique values
0 missing
Eig03_EA.ed.numeric28 unique values
0 missing
MATS7pnumeric40 unique values
0 missing
ATS4inumeric40 unique values
0 missing
Eig03_EA.ri.numeric38 unique values
0 missing
MATS7snumeric38 unique values
0 missing
ATS4mnumeric41 unique values
0 missing
Eig04_AEA.dm.numeric39 unique values
0 missing
MATS7vnumeric39 unique values
0 missing
ATS4pnumeric41 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
MATS8enumeric34 unique values
0 missing
ATS4snumeric40 unique values
0 missing
Eig04_EA.ri.numeric38 unique values
0 missing
MATS8inumeric33 unique values
0 missing
ATS4vnumeric40 unique values
0 missing
Eig05_AEA.bo.numeric31 unique values
0 missing
MATS8mnumeric34 unique values
0 missing
ATS5enumeric41 unique values
0 missing
Eig05_AEA.dm.numeric34 unique values
0 missing
MATS8pnumeric35 unique values
0 missing
ATS5inumeric39 unique values
0 missing
Eig05_AEA.ed.numeric26 unique values
0 missing
MATS8snumeric36 unique values
0 missing
ATS5mnumeric41 unique values
0 missing
Eig05_AEA.ri.numeric33 unique values
0 missing
MATS8vnumeric33 unique values
0 missing
ATS5pnumeric40 unique values
0 missing
Eig05_EAnumeric25 unique values
0 missing
MAXDNnumeric35 unique values
0 missing
ATS5snumeric41 unique values
0 missing
Eig05_EA.bo.numeric30 unique values
0 missing
MAXDPnumeric38 unique values
0 missing
ATS5vnumeric41 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
MCDnumeric18 unique values
0 missing
ATS6enumeric40 unique values
0 missing
Eig05_EA.ed.numeric28 unique values
0 missing
MDDDnumeric28 unique values
0 missing
ATS6inumeric41 unique values
0 missing
Eig05_EA.ri.numeric34 unique values
0 missing
Menumeric24 unique values
0 missing
ATS6mnumeric41 unique values
0 missing
Eig06_AEA.bo.numeric29 unique values
0 missing
Minumeric20 unique values
0 missing
ATS6pnumeric41 unique values
0 missing
Eig06_AEA.dm.numeric37 unique values
0 missing
MLOGPnumeric36 unique values
0 missing
ATS6snumeric40 unique values
0 missing
Eig06_AEA.ri.numeric38 unique values
0 missing
MLOGP2numeric36 unique values
0 missing
ATS6vnumeric41 unique values
0 missing
Eig06_EAnumeric28 unique values
0 missing
Mpnumeric30 unique values
0 missing
ATS7enumeric38 unique values
0 missing
Eig06_EA.bo.numeric30 unique values
0 missing
MPC01numeric18 unique values
0 missing
ATS7inumeric38 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
MPC02numeric21 unique values
0 missing
ATS7pnumeric38 unique values
0 missing
Eig06_EA.ri.numeric37 unique values
0 missing
MPC03numeric24 unique values
0 missing
ATS7snumeric38 unique values
0 missing
Eig07_AEA.bo.numeric27 unique values
0 missing
MPC04numeric23 unique values
0 missing
ATS7vnumeric39 unique values
0 missing
Eig07_AEA.dm.numeric31 unique values
0 missing
MPC05numeric24 unique values
0 missing
ATS8enumeric35 unique values
0 missing
Eig07_AEA.ed.numeric26 unique values
0 missing
MPC06numeric22 unique values
0 missing
ATS8inumeric35 unique values
0 missing
Eig07_AEA.ri.numeric33 unique values
0 missing
MPC07numeric26 unique values
0 missing
ATS8pnumeric34 unique values
0 missing
Eig07_EAnumeric25 unique values
0 missing
MPC09numeric26 unique values
0 missing
ATS8snumeric35 unique values
0 missing
Eig07_EA.bo.numeric29 unique values
0 missing
MSDnumeric28 unique values
0 missing
ATS8vnumeric34 unique values
0 missing
Eig07_EA.ed.numeric28 unique values
0 missing
Mvnumeric31 unique values
0 missing
ATSC1enumeric26 unique values
0 missing
Eig07_EA.ri.numeric34 unique values
0 missing
MWnumeric34 unique values
0 missing
ATSC1inumeric36 unique values
0 missing
Eig08_AEA.bo.numeric30 unique values
0 missing
MWC01numeric18 unique values
0 missing
ATSC1mnumeric36 unique values
0 missing
Eig08_AEA.dm.numeric38 unique values
0 missing
MWC02numeric20 unique values
0 missing
ATSC1pnumeric36 unique values
0 missing
Eig08_AEA.ed.numeric26 unique values
0 missing
MWC03numeric25 unique values
0 missing
ATSC1snumeric40 unique values
0 missing
Eig08_AEA.ri.numeric38 unique values
0 missing
MWC04numeric26 unique values
0 missing
ATSC1vnumeric36 unique values
0 missing
Eig08_EAnumeric28 unique values
0 missing
MWC05numeric28 unique values
0 missing
ATSC2enumeric38 unique values
0 missing
Eig08_EA.bo.numeric30 unique values
0 missing
MWC06numeric28 unique values
0 missing
ATSC2inumeric35 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
MWC07numeric27 unique values
0 missing
ATSC2mnumeric39 unique values
0 missing
Eig08_EA.ri.numeric39 unique values
0 missing
MWC08numeric28 unique values
0 missing
ATSC2pnumeric38 unique values
0 missing
Eig09_AEA.bo.numeric26 unique values
0 missing
MWC09numeric28 unique values
0 missing
ATSC2snumeric41 unique values
0 missing
Eig09_AEA.dm.numeric38 unique values
0 missing
MWC10numeric28 unique values
0 missing
ATSC2vnumeric39 unique values
0 missing
Eig09_AEA.ed.numeric28 unique values
0 missing
N.numeric23 unique values
0 missing
ATSC3enumeric39 unique values
0 missing
Eig09_AEA.ri.numeric40 unique values
0 missing
N.067numeric2 unique values
0 missing
ATSC3inumeric41 unique values
0 missing
Eig09_EAnumeric27 unique values
0 missing
N.068numeric2 unique values
0 missing
ATSC3mnumeric41 unique values
0 missing
Eig09_EA.bo.numeric27 unique values
0 missing
N.069numeric2 unique values
0 missing
ATSC3pnumeric41 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
N.072numeric4 unique values
0 missing
ATSC3snumeric40 unique values
0 missing
Eig10_AEA.bo.numeric31 unique values
0 missing
N.073numeric3 unique values
0 missing
ATSC3vnumeric41 unique values
0 missing
Eig10_AEA.ed.numeric25 unique values
0 missing
N.074numeric2 unique values
0 missing
ATSC4enumeric36 unique values
0 missing
Eig10_AEA.ri.numeric37 unique values
0 missing
N.075numeric4 unique values
0 missing
ATSC4inumeric40 unique values
0 missing
Eig10_EAnumeric28 unique values
0 missing
NaaCHnumeric9 unique values
0 missing
ATSC4mnumeric41 unique values
0 missing
Eig10_EA.bo.numeric30 unique values
0 missing
NaaNnumeric4 unique values
0 missing
ATSC4pnumeric41 unique values
0 missing
Eig10_EA.dm.numeric3 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
ATSC4snumeric41 unique values
0 missing
Eig11_AEA.bo.numeric29 unique values
0 missing
NaaSnumeric2 unique values
0 missing
ATSC4vnumeric40 unique values
0 missing
Eig11_AEA.dm.numeric38 unique values
0 missing
NaasCnumeric9 unique values
0 missing
ATSC5enumeric39 unique values
0 missing
Eig11_AEA.ed.numeric26 unique values
0 missing
NaasNnumeric3 unique values
0 missing
ATSC5inumeric39 unique values
0 missing
Eig11_AEA.ri.numeric38 unique values
0 missing
nABnumeric10 unique values
0 missing
ATSC5mnumeric41 unique values
0 missing
Eig11_EAnumeric28 unique values
0 missing
nArCNnumeric2 unique values
0 missing
ATSC5pnumeric41 unique values
0 missing
Eig11_EA.bo.numeric31 unique values
0 missing
nArCOnumeric2 unique values
0 missing
ATSC5snumeric40 unique values
0 missing
Eig11_EA.dm.numeric4 unique values
0 missing
nArCONHRnumeric3 unique values
0 missing
ATSC5vnumeric41 unique values
0 missing
Eig11_EA.ed.numeric27 unique values
0 missing
nArNH2numeric2 unique values
0 missing
ATSC6enumeric39 unique values
0 missing
Eig11_EA.ri.numeric39 unique values
0 missing
nArNHRnumeric2 unique values
0 missing
ATSC6inumeric40 unique values
0 missing
Eig12_AEA.dm.numeric37 unique values
0 missing
nArNR2numeric2 unique values
0 missing
ATSC6mnumeric41 unique values
0 missing
Eig12_AEA.ed.numeric20 unique values
0 missing
nArOHnumeric2 unique values
0 missing
ATSC6pnumeric41 unique values
0 missing
Eig12_AEA.ri.numeric39 unique values
0 missing
nArORnumeric2 unique values
0 missing
ATSC6snumeric41 unique values
0 missing
Eig12_EA.bo.numeric30 unique values
0 missing
nArXnumeric4 unique values
0 missing
ATSC6vnumeric41 unique values
0 missing
Eig12_EA.dm.numeric4 unique values
0 missing
nATnumeric22 unique values
0 missing
ATSC7enumeric39 unique values
0 missing
Eig12_EA.ed.numeric28 unique values
0 missing
nBMnumeric14 unique values
0 missing
ATSC7inumeric39 unique values
0 missing
Eig13_AEA.bo.numeric29 unique values
0 missing
nBnznumeric4 unique values
0 missing
ATSC7mnumeric38 unique values
0 missing
Eig13_AEA.dm.numeric36 unique values
0 missing
ATSC7pnumeric40 unique values
0 missing
Eig13_AEA.ri.numeric39 unique values
0 missing
ATSC7snumeric40 unique values
0 missing
Eig13_EAnumeric23 unique values
0 missing
ATSC7vnumeric40 unique values
0 missing
Eig13_EA.bo.numeric29 unique values
0 missing
ATSC8inumeric35 unique values
0 missing
Eig13_EA.dm.numeric4 unique values
0 missing
ATSC8mnumeric35 unique values
0 missing
Eig13_EA.ed.numeric28 unique values
0 missing
ATSC8pnumeric35 unique values
0 missing
Eig13_EA.ri.numeric37 unique values
0 missing
ATSC8snumeric37 unique values
0 missing
Eig14_AEA.bo.numeric27 unique values
0 missing
ATSC8vnumeric35 unique values
0 missing
Eig14_AEA.dm.numeric32 unique values
0 missing
BACnumeric11 unique values
0 missing
Eig14_AEA.ri.numeric35 unique values
0 missing
BBInumeric21 unique values
0 missing
Eig14_EAnumeric22 unique values
0 missing
BIC0numeric28 unique values
0 missing
Eig14_EA.bo.numeric25 unique values
0 missing
BIC1numeric30 unique values
0 missing
Eig14_EA.dm.numeric3 unique values
0 missing
BIC2numeric31 unique values
0 missing
Eig14_EA.ed.numeric24 unique values
0 missing
BIC3numeric27 unique values
0 missing
Eig14_EA.ri.numeric34 unique values
0 missing
BIC4numeric26 unique values
0 missing
Eig15_AEA.bo.numeric30 unique values
0 missing
BIC5numeric24 unique values
0 missing
Eig15_AEA.dm.numeric33 unique values
0 missing
BIDnumeric21 unique values
0 missing
Eig15_AEA.ed.numeric24 unique values
0 missing
BLInumeric33 unique values
0 missing
Eig15_AEA.ri.numeric38 unique values
0 missing
BLTA96numeric35 unique values
0 missing
Eig15_EAnumeric26 unique values
0 missing
BLTD48numeric35 unique values
0 missing
Eig15_EA.bo.numeric29 unique values
0 missing
BLTF96numeric34 unique values
0 missing
Eig15_EA.dm.numeric4 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig15_EA.ed.numeric27 unique values
0 missing
C.numeric21 unique values
0 missing
Eig15_EA.ri.numeric38 unique values
0 missing
C.001numeric4 unique values
0 missing
Eta_alphanumeric31 unique values
0 missing
C.002numeric6 unique values
0 missing
Eta_alpha_Anumeric25 unique values
0 missing
C.003numeric2 unique values
0 missing
Eta_Bnumeric22 unique values
0 missing
C.004numeric2 unique values
0 missing
Eta_B_Anumeric13 unique values
0 missing
C.005numeric3 unique values
0 missing
Eta_beta_Anumeric29 unique values
0 missing
C.006numeric4 unique values
0 missing
Eta_betaPnumeric17 unique values
0 missing
C.008numeric3 unique values
0 missing
Eta_betaP_Anumeric23 unique values
0 missing
C.009numeric2 unique values
0 missing
Eta_betaSnumeric25 unique values
0 missing
C.011numeric2 unique values
0 missing
Eta_betaS_Anumeric26 unique values
0 missing
C.012numeric2 unique values
0 missing
Eta_Cnumeric41 unique values
0 missing
C.016numeric2 unique values
0 missing
Eta_C_Anumeric39 unique values
0 missing
C.017numeric2 unique values
0 missing
Eta_epsinumeric33 unique values
0 missing
C.018numeric2 unique values
0 missing
Eta_epsi_Anumeric31 unique values
0 missing
C.022numeric2 unique values
0 missing
Eta_Fnumeric41 unique values
0 missing
C.024numeric8 unique values
0 missing
Eta_F_Anumeric39 unique values
0 missing
C.025numeric7 unique values
0 missing
Eta_FLnumeric38 unique values
0 missing
C.026numeric5 unique values
0 missing
Eta_FL_Anumeric32 unique values
0 missing
C.027numeric4 unique values
0 missing
Eta_Lnumeric41 unique values
0 missing
C.028numeric3 unique values
0 missing
Eta_L_Anumeric33 unique values
0 missing
C.029numeric2 unique values
0 missing
Eta_sh_pnumeric32 unique values
0 missing
C.032numeric2 unique values
0 missing
Eta_sh_xnumeric5 unique values
0 missing
C.033numeric2 unique values
0 missing
Eta_sh_ynumeric32 unique values
0 missing
C.034numeric5 unique values
0 missing
F.084numeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
GATS1enumeric35 unique values
0 missing
C.040numeric5 unique values
0 missing
GATS1inumeric35 unique values
0 missing
C.041numeric2 unique values
0 missing
GATS1mnumeric35 unique values
0 missing
C.042numeric2 unique values
0 missing
GATS1pnumeric33 unique values
0 missing
C.043numeric2 unique values
0 missing
GATS1snumeric37 unique values
0 missing
C.044numeric2 unique values
0 missing
GATS1vnumeric34 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS2enumeric36 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS2inumeric35 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS2mnumeric36 unique values
0 missing
CATS2D_01_LLnumeric12 unique values
0 missing
GATS2pnumeric34 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
GATS2snumeric40 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
GATS2vnumeric33 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
GATS3enumeric40 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
GATS3inumeric34 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
GATS3mnumeric40 unique values
0 missing
CATS2D_02_DLnumeric7 unique values
0 missing
GATS3pnumeric39 unique values
0 missing
CATS2D_02_LLnumeric16 unique values
0 missing
GATS3snumeric40 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
GATS3vnumeric37 unique values
0 missing
CATS2D_03_ALnumeric9 unique values
0 missing
GATS4enumeric41 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
GATS4inumeric39 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS4mnumeric41 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
GATS4pnumeric37 unique values
0 missing
CATS2D_03_LLnumeric15 unique values
0 missing
GATS4snumeric39 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
GATS4vnumeric39 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
GATS5enumeric39 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
GATS5inumeric39 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
GATS5pnumeric37 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS5vnumeric38 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
GATS6enumeric40 unique values
0 missing
CATS2D_04_LLnumeric14 unique values
0 missing
GATS6inumeric40 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
GATS6mnumeric41 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS6pnumeric39 unique values
0 missing
CATS2D_05_ALnumeric10 unique values
0 missing
GATS6snumeric40 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS6vnumeric39 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS7enumeric40 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS7inumeric37 unique values
0 missing
CATS2D_05_DLnumeric7 unique values
0 missing
GATS7mnumeric38 unique values
0 missing
CATS2D_05_LLnumeric13 unique values
0 missing
GATS7pnumeric37 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
GATS7snumeric38 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
GATS7vnumeric40 unique values
0 missing
CATS2D_06_ALnumeric9 unique values
0 missing
GATS8enumeric34 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS8inumeric34 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GATS8mnumeric34 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
GATS8pnumeric32 unique values
0 missing
CATS2D_06_DLnumeric8 unique values
0 missing
GATS8snumeric34 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GATS8vnumeric31 unique values
0 missing
CATS2D_06_LLnumeric12 unique values
0 missing
GGI1numeric11 unique values
0 missing
CATS2D_06_PLnumeric4 unique values
0 missing
GGI10numeric10 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GGI2numeric15 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
GGI3numeric22 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GGI4numeric27 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
41
Number of instances (rows) of the dataset.
NumberOfFeatures
671
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
670
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
41
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.57
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3KurtosisOfNumericAtts
5.17
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
12664.78
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.
Quartile3MeansOfNumericAtts
3.98
Third quartile of means 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.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-6.4
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.15
Percentage of nominal attributes.
Quartile3SkewnessOfNumericAtts
1.89
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
6.4
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.
Quartile3StdDevOfNumericAtts
1.11
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
13203.09
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.57
First quartile of kurtosis among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.19
First quartile of means among attributes of the numeric type.
MeanKurtosisOfNumericAtts
4.77
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
45.79
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.01
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.14
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.22
First quartile of standard deviation of attributes of the numeric type.
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
16.37
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
1.88
Second quartile (Median) of kurtosis among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanSkewnessOfNumericAtts
1.01
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.07
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
47.73
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
0.87
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.46
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.1
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5888
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5888
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5888
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5888
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5888
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5888
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5888
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5888
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5888
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5888
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5888
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5888
0 runs - estimation_procedure: 50 times Clustering
Define a new task