Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3956

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3956

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: CHEMBL3956 (TID: 12276), and it has 87 rows and 650 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.

652 features

pXC50 (target)numeric15 unique values
0 missing
molecule_id (row identifier)nominal87 unique values
0 missing
Chi1_EA.ed.numeric87 unique values
0 missing
H.046numeric9 unique values
0 missing
AACnumeric79 unique values
0 missing
Chi1_EA.ri.numeric87 unique values
0 missing
H.047numeric25 unique values
0 missing
AECCnumeric87 unique values
0 missing
CIC0numeric83 unique values
0 missing
H.048numeric4 unique values
0 missing
ALOGPnumeric87 unique values
0 missing
CIC1numeric84 unique values
0 missing
H.049numeric5 unique values
0 missing
ALOGP2numeric87 unique values
0 missing
CIC2numeric82 unique values
0 missing
H.050numeric7 unique values
0 missing
AMRnumeric87 unique values
0 missing
CIC3numeric84 unique values
0 missing
H.051numeric5 unique values
0 missing
AMWnumeric83 unique values
0 missing
CIC4numeric83 unique values
0 missing
H.052numeric12 unique values
0 missing
ARRnumeric68 unique values
0 missing
CIC5numeric82 unique values
0 missing
H.053numeric5 unique values
0 missing
ATS1enumeric82 unique values
0 missing
CIDnumeric82 unique values
0 missing
H.054numeric2 unique values
0 missing
ATS1inumeric82 unique values
0 missing
Cl.089numeric3 unique values
0 missing
HDcpxnumeric68 unique values
0 missing
ATS1mnumeric83 unique values
0 missing
CMC.50numeric2 unique values
0 missing
HNarnumeric64 unique values
0 missing
ATS1pnumeric81 unique values
0 missing
CMC.80numeric2 unique values
0 missing
HVcpxnumeric82 unique values
0 missing
ATS1snumeric78 unique values
0 missing
cRo5numeric2 unique values
0 missing
Hynumeric81 unique values
0 missing
ATS1vnumeric79 unique values
0 missing
CSInumeric85 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
ATS2enumeric83 unique values
0 missing
DBInumeric35 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
ATS2inumeric84 unique values
0 missing
D.Dtr03numeric5 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
ATS2mnumeric84 unique values
0 missing
D.Dtr05numeric64 unique values
0 missing
I.099numeric2 unique values
0 missing
ATS2pnumeric82 unique values
0 missing
D.Dtr06numeric87 unique values
0 missing
IACnumeric86 unique values
0 missing
ATS2snumeric85 unique values
0 missing
D.Dtr07numeric7 unique values
0 missing
IC0numeric79 unique values
0 missing
ATS2vnumeric85 unique values
0 missing
D.Dtr08numeric3 unique values
0 missing
IC1numeric84 unique values
0 missing
ATS3enumeric84 unique values
0 missing
D.Dtr09numeric46 unique values
0 missing
IC2numeric86 unique values
0 missing
ATS3inumeric83 unique values
0 missing
D.Dtr10numeric31 unique values
0 missing
IC3numeric82 unique values
0 missing
ATS3mnumeric83 unique values
0 missing
D.Dtr11numeric7 unique values
0 missing
IC4numeric83 unique values
0 missing
ATS3pnumeric83 unique values
0 missing
D.Dtr12numeric6 unique values
0 missing
IC5numeric82 unique values
0 missing
ATS3snumeric80 unique values
0 missing
DECCnumeric85 unique values
0 missing
ICRnumeric81 unique values
0 missing
ATS3vnumeric83 unique values
0 missing
DELSnumeric87 unique values
0 missing
IDDEnumeric76 unique values
0 missing
ATS4enumeric85 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
IDDMnumeric72 unique values
0 missing
ATS4inumeric85 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
IDEnumeric85 unique values
0 missing
ATS4mnumeric84 unique values
0 missing
DLS_01numeric3 unique values
0 missing
IDETnumeric87 unique values
0 missing
ATS4pnumeric82 unique values
0 missing
DLS_02numeric5 unique values
0 missing
IDMnumeric85 unique values
0 missing
ATS4snumeric86 unique values
0 missing
DLS_03numeric3 unique values
0 missing
IDMTnumeric87 unique values
0 missing
ATS4vnumeric85 unique values
0 missing
DLS_04numeric8 unique values
0 missing
Infective.50numeric2 unique values
0 missing
ATS5enumeric84 unique values
0 missing
DLS_05numeric3 unique values
0 missing
Infective.80numeric2 unique values
0 missing
ATS5inumeric86 unique values
0 missing
DLS_06numeric3 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
ATS5mnumeric85 unique values
0 missing
DLS_07numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
ATS5pnumeric86 unique values
0 missing
DLS_consnumeric26 unique values
0 missing
ISIZnumeric38 unique values
0 missing
ATS5snumeric85 unique values
0 missing
Dznumeric64 unique values
0 missing
IVDEnumeric72 unique values
0 missing
ATS5vnumeric85 unique values
0 missing
ECCnumeric83 unique values
0 missing
IVDMnumeric78 unique values
0 missing
ATS6enumeric83 unique values
0 missing
Eig01_AEA.bo.numeric76 unique values
0 missing
JGI1numeric53 unique values
0 missing
ATS6inumeric82 unique values
0 missing
Eig01_AEA.dm.numeric75 unique values
0 missing
JGI10numeric10 unique values
0 missing
ATS6mnumeric82 unique values
0 missing
Eig01_AEA.ed.numeric78 unique values
0 missing
JGI2numeric37 unique values
0 missing
ATS6pnumeric85 unique values
0 missing
Eig01_AEA.ri.numeric77 unique values
0 missing
JGI3numeric35 unique values
0 missing
ATS6snumeric85 unique values
0 missing
Eig01_EAnumeric73 unique values
0 missing
JGI4numeric28 unique values
0 missing
ATS6vnumeric84 unique values
0 missing
Eig01_EA.bo.numeric72 unique values
0 missing
JGI5numeric19 unique values
0 missing
ATS7enumeric83 unique values
0 missing
Eig01_EA.dm.numeric33 unique values
0 missing
JGI6numeric15 unique values
0 missing
ATS7inumeric86 unique values
0 missing
Eig01_EA.ed.numeric83 unique values
0 missing
JGI7numeric14 unique values
0 missing
ATS7mnumeric85 unique values
0 missing
Eig01_EA.ri.numeric77 unique values
0 missing
JGI8numeric10 unique values
0 missing
ATS7pnumeric85 unique values
0 missing
Eig02_AEA.bo.numeric82 unique values
0 missing
JGI9numeric11 unique values
0 missing
ATS7snumeric85 unique values
0 missing
Eig02_AEA.dm.numeric82 unique values
0 missing
JGTnumeric69 unique values
0 missing
ATS7vnumeric84 unique values
0 missing
Eig02_AEA.ed.numeric81 unique values
0 missing
LLS_01numeric5 unique values
0 missing
ATS8enumeric83 unique values
0 missing
Eig02_AEA.ri.numeric79 unique values
0 missing
LLS_02numeric5 unique values
0 missing
ATS8inumeric85 unique values
0 missing
Eig02_EAnumeric80 unique values
0 missing
LOCnumeric83 unique values
0 missing
ATS8mnumeric86 unique values
0 missing
Eig02_EA.bo.numeric81 unique values
0 missing
LPRSnumeric87 unique values
0 missing
ATS8pnumeric86 unique values
0 missing
Eig02_EA.dm.numeric27 unique values
0 missing
MATS1enumeric76 unique values
0 missing
ATS8snumeric86 unique values
0 missing
Eig02_EA.ed.numeric84 unique values
0 missing
MATS1inumeric79 unique values
0 missing
ATS8vnumeric85 unique values
0 missing
Eig02_EA.ri.numeric80 unique values
0 missing
MATS1mnumeric68 unique values
0 missing
ATSC1enumeric74 unique values
0 missing
Eig03_AEA.bo.numeric83 unique values
0 missing
MATS1pnumeric73 unique values
0 missing
ATSC1inumeric82 unique values
0 missing
Eig03_AEA.dm.numeric85 unique values
0 missing
MATS1snumeric74 unique values
0 missing
ATSC1mnumeric85 unique values
0 missing
Eig03_AEA.ed.numeric84 unique values
0 missing
MATS1vnumeric60 unique values
0 missing
ATSC1pnumeric86 unique values
0 missing
Eig03_AEA.ri.numeric82 unique values
0 missing
MATS2enumeric78 unique values
0 missing
ATSC1snumeric87 unique values
0 missing
Eig03_EAnumeric79 unique values
0 missing
MATS2inumeric77 unique values
0 missing
ATSC1vnumeric85 unique values
0 missing
Eig03_EA.bo.numeric79 unique values
0 missing
MATS2mnumeric75 unique values
0 missing
ATSC2enumeric78 unique values
0 missing
Eig03_EA.dm.numeric15 unique values
0 missing
MATS2pnumeric78 unique values
0 missing
ATSC2inumeric83 unique values
0 missing
Eig03_EA.ed.numeric86 unique values
0 missing
MATS2snumeric74 unique values
0 missing
ATSC2mnumeric86 unique values
0 missing
Eig03_EA.ri.numeric78 unique values
0 missing
MATS2vnumeric73 unique values
0 missing
ATSC2pnumeric86 unique values
0 missing
Eig04_AEA.bo.numeric82 unique values
0 missing
MATS3enumeric75 unique values
0 missing
ATSC2snumeric87 unique values
0 missing
Eig04_AEA.dm.numeric85 unique values
0 missing
MATS3inumeric74 unique values
0 missing
ATSC2vnumeric87 unique values
0 missing
Eig04_AEA.ed.numeric84 unique values
0 missing
MATS3mnumeric77 unique values
0 missing
ATSC3enumeric85 unique values
0 missing
Eig04_AEA.ri.numeric79 unique values
0 missing
MATS3pnumeric80 unique values
0 missing
ATSC3inumeric86 unique values
0 missing
Eig04_EAnumeric85 unique values
0 missing
MATS3snumeric72 unique values
0 missing
ATSC3mnumeric87 unique values
0 missing
Eig04_EA.bo.numeric82 unique values
0 missing
MATS3vnumeric78 unique values
0 missing
ATSC3pnumeric86 unique values
0 missing
Eig04_EA.dm.numeric17 unique values
0 missing
MATS4enumeric76 unique values
0 missing
ATSC3snumeric87 unique values
0 missing
Eig04_EA.ed.numeric84 unique values
0 missing
MATS4inumeric76 unique values
0 missing
ATSC3vnumeric86 unique values
0 missing
Eig04_EA.ri.numeric81 unique values
0 missing
MATS4mnumeric74 unique values
0 missing
ATSC4enumeric81 unique values
0 missing
Eig05_AEA.bo.numeric82 unique values
0 missing
MATS4pnumeric74 unique values
0 missing
ATSC4inumeric84 unique values
0 missing
Eig05_AEA.dm.numeric83 unique values
0 missing
MATS4snumeric82 unique values
0 missing
ATSC4mnumeric87 unique values
0 missing
Eig05_AEA.ed.numeric82 unique values
0 missing
MATS4vnumeric76 unique values
0 missing
ATSC4pnumeric87 unique values
0 missing
Eig05_AEA.ri.numeric85 unique values
0 missing
MATS5enumeric75 unique values
0 missing
ATSC4snumeric87 unique values
0 missing
Eig05_EAnumeric80 unique values
0 missing
MATS5inumeric69 unique values
0 missing
ATSC4vnumeric87 unique values
0 missing
Eig05_EA.bo.numeric79 unique values
0 missing
MATS5mnumeric78 unique values
0 missing
ATSC5enumeric83 unique values
0 missing
Eig05_EA.dm.numeric13 unique values
0 missing
MATS5pnumeric75 unique values
0 missing
ATSC5inumeric86 unique values
0 missing
Eig05_EA.ed.numeric86 unique values
0 missing
MATS5snumeric75 unique values
0 missing
ATSC5mnumeric87 unique values
0 missing
Eig05_EA.ri.numeric82 unique values
0 missing
MATS5vnumeric78 unique values
0 missing
ATSC5pnumeric87 unique values
0 missing
Eig06_AEA.bo.numeric80 unique values
0 missing
MATS6enumeric75 unique values
0 missing
ATSC5snumeric87 unique values
0 missing
Eig06_AEA.dm.numeric82 unique values
0 missing
MATS6inumeric76 unique values
0 missing
ATSC5vnumeric87 unique values
0 missing
Eig06_AEA.ed.numeric81 unique values
0 missing
MATS6mnumeric80 unique values
0 missing
ATSC6enumeric84 unique values
0 missing
Eig06_AEA.ri.numeric83 unique values
0 missing
MATS6pnumeric76 unique values
0 missing
ATSC6inumeric85 unique values
0 missing
Eig06_EAnumeric79 unique values
0 missing
MATS6snumeric75 unique values
0 missing
ATSC6mnumeric87 unique values
0 missing
Eig06_EA.bo.numeric80 unique values
0 missing
MATS6vnumeric69 unique values
0 missing
ATSC6pnumeric87 unique values
0 missing
Eig06_EA.dm.numeric9 unique values
0 missing
MATS7enumeric79 unique values
0 missing
ATSC6snumeric87 unique values
0 missing
Eig06_EA.ed.numeric85 unique values
0 missing
MATS7inumeric80 unique values
0 missing
ATSC6vnumeric87 unique values
0 missing
Eig06_EA.ri.numeric85 unique values
0 missing
MATS7mnumeric80 unique values
0 missing
ATSC7enumeric84 unique values
0 missing
Eig07_AEA.bo.numeric80 unique values
0 missing
MATS7pnumeric77 unique values
0 missing
ATSC7inumeric84 unique values
0 missing
Eig07_AEA.dm.numeric81 unique values
0 missing
MATS7snumeric72 unique values
0 missing
ATSC7mnumeric87 unique values
0 missing
Eig07_AEA.ed.numeric81 unique values
0 missing
MATS7vnumeric78 unique values
0 missing
ATSC7pnumeric86 unique values
0 missing
Eig07_AEA.ri.numeric83 unique values
0 missing
MATS8enumeric75 unique values
0 missing
ATSC7snumeric87 unique values
0 missing
Eig07_EAnumeric79 unique values
0 missing
MATS8inumeric81 unique values
0 missing
ATSC7vnumeric87 unique values
0 missing
Eig07_EA.bo.numeric83 unique values
0 missing
MATS8mnumeric79 unique values
0 missing
ATSC8enumeric85 unique values
0 missing
Eig07_EA.dm.numeric8 unique values
0 missing
MATS8pnumeric78 unique values
0 missing
ATSC8inumeric84 unique values
0 missing
Eig07_EA.ed.numeric87 unique values
0 missing
MATS8snumeric76 unique values
0 missing
ATSC8mnumeric87 unique values
0 missing
Eig07_EA.ri.numeric82 unique values
0 missing
MATS8vnumeric75 unique values
0 missing
ATSC8pnumeric87 unique values
0 missing
Eig08_AEA.bo.numeric79 unique values
0 missing
MAXDNnumeric86 unique values
0 missing
ATSC8snumeric87 unique values
0 missing
Eig08_AEA.dm.numeric81 unique values
0 missing
MAXDPnumeric87 unique values
0 missing
ATSC8vnumeric87 unique values
0 missing
Eig08_AEA.ed.numeric84 unique values
0 missing
MCDnumeric69 unique values
0 missing
BACnumeric40 unique values
0 missing
Eig08_AEA.ri.numeric84 unique values
0 missing
MDDDnumeric87 unique values
0 missing
BBInumeric36 unique values
0 missing
Eig08_EAnumeric82 unique values
0 missing
Menumeric38 unique values
0 missing
BIC0numeric52 unique values
0 missing
Eig08_EA.bo.numeric82 unique values
0 missing
Minumeric40 unique values
0 missing
BIC1numeric69 unique values
0 missing
Eig08_EA.dm.numeric5 unique values
0 missing
MLOGPnumeric84 unique values
0 missing
BIC2numeric69 unique values
0 missing
Eig08_EA.ed.numeric84 unique values
0 missing
MLOGP2numeric86 unique values
0 missing
BIC3numeric63 unique values
0 missing
Eig08_EA.ri.numeric85 unique values
0 missing
Mpnumeric64 unique values
0 missing
BIC4numeric60 unique values
0 missing
Eig09_AEA.bo.numeric75 unique values
0 missing
MPC01numeric26 unique values
0 missing
BIC5numeric61 unique values
0 missing
Eig09_AEA.dm.numeric85 unique values
0 missing
MPC02numeric36 unique values
0 missing
BIDnumeric47 unique values
0 missing
Eig09_AEA.ed.numeric85 unique values
0 missing
MPC03numeric45 unique values
0 missing
BLInumeric72 unique values
0 missing
Eig09_AEA.ri.numeric80 unique values
0 missing
MPC04numeric53 unique values
0 missing
BLTA96numeric79 unique values
0 missing
Eig09_EAnumeric76 unique values
0 missing
MPC05numeric53 unique values
0 missing
BLTD48numeric76 unique values
0 missing
Eig09_EA.bo.numeric81 unique values
0 missing
MPC06numeric64 unique values
0 missing
BLTF96numeric77 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
MPC07numeric65 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig09_EA.ed.numeric82 unique values
0 missing
MPC08numeric69 unique values
0 missing
C.numeric67 unique values
0 missing
Eig09_EA.ri.numeric81 unique values
0 missing
MPC09numeric70 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig10_AEA.bo.numeric78 unique values
0 missing
MPC10numeric76 unique values
0 missing
C.002numeric8 unique values
0 missing
Eig10_AEA.dm.numeric75 unique values
0 missing
MSDnumeric86 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig10_AEA.ed.numeric83 unique values
0 missing
Mvnumeric63 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig10_AEA.ri.numeric80 unique values
0 missing
MWnumeric86 unique values
0 missing
C.005numeric5 unique values
0 missing
Eig10_EAnumeric74 unique values
0 missing
MWC01numeric26 unique values
0 missing
C.006numeric9 unique values
0 missing
Eig10_EA.bo.numeric76 unique values
0 missing
MWC02numeric49 unique values
0 missing
C.008numeric4 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
MWC03numeric64 unique values
0 missing
C.009numeric3 unique values
0 missing
Eig10_EA.ed.numeric81 unique values
0 missing
MWC04numeric76 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig10_EA.ri.numeric78 unique values
0 missing
MWC05numeric82 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig11_AEA.bo.numeric78 unique values
0 missing
MWC06numeric83 unique values
0 missing
C.013numeric3 unique values
0 missing
Eig11_AEA.dm.numeric76 unique values
0 missing
MWC07numeric85 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig11_AEA.ed.numeric78 unique values
0 missing
MWC08numeric82 unique values
0 missing
C.016numeric5 unique values
0 missing
Eig11_AEA.ri.numeric80 unique values
0 missing
MWC09numeric82 unique values
0 missing
C.017numeric3 unique values
0 missing
Eig11_EAnumeric73 unique values
0 missing
MWC10numeric81 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig11_EA.bo.numeric78 unique values
0 missing
N.numeric62 unique values
0 missing
C.021numeric2 unique values
0 missing
Eig11_EA.ed.numeric79 unique values
0 missing
N.066numeric2 unique values
0 missing
C.022numeric3 unique values
0 missing
Eig11_EA.ri.numeric76 unique values
0 missing
N.067numeric2 unique values
0 missing
C.024numeric14 unique values
0 missing
Eig12_AEA.bo.numeric78 unique values
0 missing
N.068numeric3 unique values
0 missing
C.025numeric8 unique values
0 missing
Eig12_AEA.dm.numeric75 unique values
0 missing
N.069numeric3 unique values
0 missing
C.026numeric8 unique values
0 missing
Eig12_AEA.ed.numeric75 unique values
0 missing
N.070numeric3 unique values
0 missing
C.027numeric4 unique values
0 missing
Eig12_AEA.ri.numeric76 unique values
0 missing
C.028numeric4 unique values
0 missing
Eig12_EAnumeric73 unique values
0 missing
C.029numeric4 unique values
0 missing
Eig12_EA.bo.numeric76 unique values
0 missing
C.030numeric2 unique values
0 missing
Eig12_EA.ed.numeric77 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig12_EA.ri.numeric77 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig13_AEA.bo.numeric76 unique values
0 missing
C.033numeric4 unique values
0 missing
Eig13_AEA.dm.numeric81 unique values
0 missing
C.034numeric5 unique values
0 missing
Eig13_AEA.ed.numeric73 unique values
0 missing
C.035numeric2 unique values
0 missing
Eig13_AEA.ri.numeric77 unique values
0 missing
C.038numeric2 unique values
0 missing
Eig13_EAnumeric73 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig13_EA.bo.numeric75 unique values
0 missing
C.040numeric4 unique values
0 missing
Eig13_EA.ed.numeric75 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig13_EA.ri.numeric80 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig14_AEA.bo.numeric75 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig14_AEA.dm.numeric76 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig14_AEA.ed.numeric78 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eig14_AEA.ri.numeric78 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eig14_EAnumeric73 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eig14_EA.bo.numeric76 unique values
0 missing
CATS2D_01_AAnumeric4 unique values
0 missing
Eig14_EA.ed.numeric79 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig14_EA.ri.numeric74 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eig15_AEA.bo.numeric78 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig15_AEA.dm.numeric75 unique values
0 missing
CATS2D_01_LLnumeric17 unique values
0 missing
Eig15_AEA.ed.numeric80 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig15_AEA.ri.numeric78 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
Eig15_EAnumeric74 unique values
0 missing
CATS2D_02_ALnumeric13 unique values
0 missing
Eig15_EA.bo.numeric80 unique values
0 missing
CATS2D_02_APnumeric4 unique values
0 missing
Eig15_EA.ed.numeric78 unique values
0 missing
CATS2D_02_DAnumeric7 unique values
0 missing
Eig15_EA.ri.numeric82 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eta_alphanumeric83 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
Eta_alpha_Anumeric41 unique values
0 missing
CATS2D_02_LLnumeric19 unique values
0 missing
Eta_Bnumeric77 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eta_B_Anumeric23 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eta_betanumeric64 unique values
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CATS2D_03_AAnumeric6 unique values
0 missing
Eta_beta_Anumeric71 unique values
0 missing
CATS2D_03_ALnumeric15 unique values
0 missing
Eta_betaPnumeric30 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
Eta_betaP_Anumeric72 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
Eta_betaSnumeric46 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
Eta_betaS_Anumeric53 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
Eta_Cnumeric87 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
Eta_C_Anumeric80 unique values
0 missing
CATS2D_03_LLnumeric18 unique values
0 missing
Eta_epsinumeric85 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
Eta_epsi_Anumeric64 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
Eta_Fnumeric87 unique values
0 missing
CATS2D_04_AAnumeric6 unique values
0 missing
Eta_F_Anumeric69 unique values
0 missing
CATS2D_04_ALnumeric17 unique values
0 missing
Eta_FLnumeric86 unique values
0 missing
CATS2D_04_APnumeric4 unique values
0 missing
Eta_FL_Anumeric60 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
Eta_Lnumeric87 unique values
0 missing
CATS2D_04_DDnumeric5 unique values
0 missing
Eta_L_Anumeric59 unique values
0 missing
CATS2D_04_DLnumeric9 unique values
0 missing
Eta_sh_pnumeric68 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
Eta_sh_xnumeric25 unique values
0 missing
CATS2D_04_LLnumeric18 unique values
0 missing
Eta_sh_ynumeric71 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
F.081numeric2 unique values
0 missing
CATS2D_04_PPnumeric2 unique values
0 missing
F.083numeric3 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
F.084numeric3 unique values
0 missing
CATS2D_05_ALnumeric17 unique values
0 missing
GATS1enumeric77 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS1inumeric82 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
GATS1mnumeric77 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
GATS1pnumeric82 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
GATS1snumeric76 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
GATS1vnumeric75 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS2enumeric79 unique values
0 missing
CATS2D_05_LLnumeric19 unique values
0 missing
GATS2inumeric74 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
GATS2mnumeric78 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
GATS2pnumeric78 unique values
0 missing
CATS2D_06_ALnumeric16 unique values
0 missing
GATS2snumeric85 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
GATS2vnumeric78 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
GATS3enumeric78 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS3inumeric73 unique values
0 missing
CATS2D_06_DLnumeric12 unique values
0 missing
GATS3mnumeric76 unique values
0 missing
CATS2D_06_LLnumeric21 unique values
0 missing
GATS3pnumeric74 unique values
0 missing
CATS2D_06_PLnumeric5 unique values
0 missing
GATS3snumeric76 unique values
0 missing
CATS2D_07_AAnumeric7 unique values
0 missing
GATS3vnumeric73 unique values
0 missing
CATS2D_07_ALnumeric16 unique values
0 missing
GATS4enumeric84 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS4inumeric81 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
GATS4mnumeric80 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
GATS4pnumeric81 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS4snumeric82 unique values
0 missing
CATS2D_07_DLnumeric11 unique values
0 missing
GATS4vnumeric76 unique values
0 missing
CATS2D_07_LLnumeric18 unique values
0 missing
GATS5enumeric83 unique values
0 missing
CATS2D_07_PLnumeric5 unique values
0 missing
GATS5inumeric80 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
GATS5mnumeric82 unique values
0 missing
CATS2D_08_ALnumeric14 unique values
0 missing
GATS5pnumeric81 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GATS5snumeric85 unique values
0 missing
CATS2D_08_DAnumeric6 unique values
0 missing
GATS5vnumeric77 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
GATS6enumeric82 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
GATS6inumeric77 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GATS6mnumeric77 unique values
0 missing
CATS2D_08_LLnumeric16 unique values
0 missing
GATS6pnumeric81 unique values
0 missing
CATS2D_08_PLnumeric6 unique values
0 missing
GATS6snumeric85 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
GATS6vnumeric80 unique values
0 missing
CATS2D_09_ALnumeric13 unique values
0 missing
GATS7enumeric82 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
GATS7inumeric76 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
GATS7mnumeric84 unique values
0 missing
CATS2D_09_DDnumeric4 unique values
0 missing
GATS7pnumeric79 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
GATS7snumeric86 unique values
0 missing
CATS2D_09_DPnumeric3 unique values
0 missing
GATS7vnumeric78 unique values
0 missing
CATS2D_09_LLnumeric13 unique values
0 missing
GATS8enumeric84 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
GATS8inumeric79 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
GATS8mnumeric83 unique values
0 missing
CENTnumeric85 unique values
0 missing
GATS8pnumeric79 unique values
0 missing
Chi0_AEA.bo.numeric87 unique values
0 missing
GATS8snumeric82 unique values
0 missing
Chi0_AEA.dm.numeric87 unique values
0 missing
GATS8vnumeric76 unique values
0 missing
Chi0_AEA.ed.numeric87 unique values
0 missing
GGI1numeric17 unique values
0 missing
Chi0_AEA.ri.numeric87 unique values
0 missing
GGI10numeric74 unique values
0 missing
Chi0_EAnumeric87 unique values
0 missing
GGI2numeric21 unique values
0 missing
Chi0_EA.bo.numeric87 unique values
0 missing
GGI3numeric72 unique values
0 missing
Chi0_EA.dm.numeric86 unique values
0 missing
GGI4numeric86 unique values
0 missing
Chi0_EA.ed.numeric87 unique values
0 missing
GGI5numeric80 unique values
0 missing
Chi0_EA.ri.numeric87 unique values
0 missing
GGI6numeric83 unique values
0 missing
Chi1_AEA.bo.numeric86 unique values
0 missing
GGI7numeric85 unique values
0 missing
Chi1_AEA.dm.numeric86 unique values
0 missing
GGI8numeric78 unique values
0 missing
Chi1_AEA.ed.numeric86 unique values
0 missing
GGI9numeric78 unique values
0 missing
Chi1_AEA.ri.numeric86 unique values
0 missing
GMTInumeric87 unique values
0 missing
Chi1_EAnumeric86 unique values
0 missing
GMTIVnumeric87 unique values
0 missing
Chi1_EA.bo.numeric87 unique values
0 missing
GNarnumeric73 unique values
0 missing
Chi1_EA.dm.numeric86 unique values
0 missing
H.numeric65 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
87
Number of instances (rows) of the dataset.
NumberOfFeatures
652
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
651
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanKurtosisOfNumericAtts
4.74
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
158.34
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.08
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.18
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.7
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
0.34
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
7.49
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.95
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.45
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
84.93
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
0.39
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.05
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.33
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
87
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.1
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
45947.22
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
2.32
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
4.8
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-6.48
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
9.33
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
1.26
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
24421.53
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.3
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1
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
0.34
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3956
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3956
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3956
0 runs - estimation_procedure: 50 times Clustering
Define a new task