Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3988

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3988

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: CHEMBL3988 (TID: 30021), and it has 92 rows and 721 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.

723 features

pXC50 (target)numeric30 unique values
0 missing
molecule_id (row identifier)nominal92 unique values
0 missing
Chi0_EAnumeric91 unique values
0 missing
GGI2numeric21 unique values
0 missing
SpMaxA_AEA.dm.numeric54 unique values
0 missing
Chi0_EA.bo.numeric91 unique values
0 missing
GGI3numeric76 unique values
0 missing
AACnumeric85 unique values
0 missing
Chi0_EA.dm.numeric91 unique values
0 missing
GGI4numeric90 unique values
0 missing
AECCnumeric91 unique values
0 missing
Chi0_EA.ed.numeric91 unique values
0 missing
GGI5numeric81 unique values
0 missing
ALOGPnumeric92 unique values
0 missing
Chi0_EA.ri.numeric92 unique values
0 missing
GGI6numeric87 unique values
0 missing
ALOGP2numeric92 unique values
0 missing
Chi1_AEA.bo.numeric90 unique values
0 missing
GGI7numeric84 unique values
0 missing
AMRnumeric92 unique values
0 missing
Chi1_AEA.dm.numeric90 unique values
0 missing
GGI8numeric85 unique values
0 missing
AMWnumeric88 unique values
0 missing
Chi1_AEA.ed.numeric90 unique values
0 missing
GGI9numeric80 unique values
0 missing
ARRnumeric69 unique values
0 missing
Chi1_AEA.ri.numeric90 unique values
0 missing
GMTInumeric91 unique values
0 missing
ATS1enumeric85 unique values
0 missing
Chi1_EAnumeric90 unique values
0 missing
GMTIVnumeric92 unique values
0 missing
ATS1inumeric85 unique values
0 missing
Chi1_EA.bo.numeric90 unique values
0 missing
GNarnumeric75 unique values
0 missing
ATS1mnumeric87 unique values
0 missing
Chi1_EA.dm.numeric91 unique values
0 missing
H.numeric65 unique values
0 missing
ATS1pnumeric85 unique values
0 missing
Chi1_EA.ed.numeric91 unique values
0 missing
H.046numeric11 unique values
0 missing
ATS1snumeric86 unique values
0 missing
Chi1_EA.ri.numeric92 unique values
0 missing
H.047numeric26 unique values
0 missing
ATS1vnumeric83 unique values
0 missing
CIC0numeric89 unique values
0 missing
H.048numeric3 unique values
0 missing
ATS2enumeric84 unique values
0 missing
CIC1numeric90 unique values
0 missing
H.049numeric5 unique values
0 missing
ATS2inumeric87 unique values
0 missing
CIC2numeric86 unique values
0 missing
H.050numeric7 unique values
0 missing
ATS2mnumeric89 unique values
0 missing
CIC3numeric90 unique values
0 missing
H.051numeric5 unique values
0 missing
ATS2pnumeric86 unique values
0 missing
CIC4numeric86 unique values
0 missing
H.052numeric12 unique values
0 missing
ATS2snumeric91 unique values
0 missing
CIC5numeric85 unique values
0 missing
H.053numeric5 unique values
0 missing
ATS2vnumeric91 unique values
0 missing
CIDnumeric87 unique values
0 missing
H.054numeric2 unique values
0 missing
ATS3enumeric89 unique values
0 missing
Cl.089numeric3 unique values
0 missing
HDcpxnumeric69 unique values
0 missing
ATS3inumeric88 unique values
0 missing
CMC.50numeric2 unique values
0 missing
HNarnumeric67 unique values
0 missing
ATS3mnumeric86 unique values
0 missing
CMC.80numeric2 unique values
0 missing
HVcpxnumeric86 unique values
0 missing
ATS3pnumeric87 unique values
0 missing
cRo5numeric2 unique values
0 missing
Hynumeric84 unique values
0 missing
ATS3snumeric85 unique values
0 missing
CSInumeric90 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
ATS3vnumeric88 unique values
0 missing
DBInumeric36 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
ATS4enumeric89 unique values
0 missing
D.Dtr03numeric4 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
ATS4inumeric90 unique values
0 missing
D.Dtr05numeric64 unique values
0 missing
I.099numeric2 unique values
0 missing
ATS4mnumeric85 unique values
0 missing
D.Dtr06numeric91 unique values
0 missing
IACnumeric91 unique values
0 missing
ATS4pnumeric88 unique values
0 missing
D.Dtr07numeric7 unique values
0 missing
IC0numeric85 unique values
0 missing
ATS4snumeric90 unique values
0 missing
D.Dtr08numeric4 unique values
0 missing
IC1numeric88 unique values
0 missing
ATS4vnumeric89 unique values
0 missing
D.Dtr09numeric45 unique values
0 missing
IC2numeric88 unique values
0 missing
ATS5enumeric90 unique values
0 missing
D.Dtr10numeric34 unique values
0 missing
IC3numeric87 unique values
0 missing
ATS5inumeric88 unique values
0 missing
D.Dtr11numeric6 unique values
0 missing
IC4numeric87 unique values
0 missing
ATS5mnumeric89 unique values
0 missing
D.Dtr12numeric7 unique values
0 missing
IC5numeric86 unique values
0 missing
ATS5pnumeric90 unique values
0 missing
DECCnumeric90 unique values
0 missing
ICRnumeric86 unique values
0 missing
ATS5snumeric91 unique values
0 missing
DELSnumeric92 unique values
0 missing
IDDEnumeric80 unique values
0 missing
ATS5vnumeric87 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
IDDMnumeric74 unique values
0 missing
ATS6enumeric87 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
IDEnumeric89 unique values
0 missing
ATS6inumeric89 unique values
0 missing
DLS_01numeric3 unique values
0 missing
IDETnumeric91 unique values
0 missing
ATS6mnumeric85 unique values
0 missing
DLS_02numeric5 unique values
0 missing
IDMnumeric88 unique values
0 missing
ATS6pnumeric90 unique values
0 missing
DLS_03numeric3 unique values
0 missing
IDMTnumeric91 unique values
0 missing
ATS6snumeric89 unique values
0 missing
DLS_04numeric8 unique values
0 missing
Infective.50numeric2 unique values
0 missing
ATS6vnumeric89 unique values
0 missing
DLS_05numeric3 unique values
0 missing
Infective.80numeric2 unique values
0 missing
ATS7enumeric89 unique values
0 missing
DLS_06numeric3 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
ATS7inumeric89 unique values
0 missing
DLS_07numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
ATS7mnumeric90 unique values
0 missing
DLS_consnumeric24 unique values
0 missing
ISIZnumeric38 unique values
0 missing
ATS7pnumeric91 unique values
0 missing
Dznumeric68 unique values
0 missing
IVDEnumeric74 unique values
0 missing
ATS7snumeric90 unique values
0 missing
ECCnumeric89 unique values
0 missing
IVDMnumeric78 unique values
0 missing
ATS7vnumeric90 unique values
0 missing
Eig01_AEA.bo.numeric78 unique values
0 missing
JGI1numeric58 unique values
0 missing
ATS8enumeric89 unique values
0 missing
Eig01_AEA.dm.numeric81 unique values
0 missing
JGI10numeric11 unique values
0 missing
ATS8inumeric89 unique values
0 missing
Eig01_AEA.ed.numeric80 unique values
0 missing
JGI2numeric38 unique values
0 missing
ATS8mnumeric90 unique values
0 missing
Eig01_AEA.ri.numeric82 unique values
0 missing
JGI3numeric36 unique values
0 missing
ATS8pnumeric91 unique values
0 missing
Eig01_EAnumeric73 unique values
0 missing
JGI4numeric27 unique values
0 missing
ATS8snumeric90 unique values
0 missing
Eig01_EA.bo.numeric75 unique values
0 missing
JGI5numeric20 unique values
0 missing
ATS8vnumeric89 unique values
0 missing
Eig01_EA.dm.numeric38 unique values
0 missing
JGI6numeric17 unique values
0 missing
ATSC1enumeric76 unique values
0 missing
Eig01_EA.ed.numeric83 unique values
0 missing
JGI7numeric14 unique values
0 missing
ATSC1inumeric84 unique values
0 missing
Eig01_EA.ri.numeric79 unique values
0 missing
JGI8numeric11 unique values
0 missing
ATSC1mnumeric90 unique values
0 missing
Eig02_AEA.bo.numeric82 unique values
0 missing
JGI9numeric11 unique values
0 missing
ATSC1pnumeric91 unique values
0 missing
Eig02_AEA.dm.numeric89 unique values
0 missing
JGTnumeric71 unique values
0 missing
ATSC1snumeric92 unique values
0 missing
Eig02_AEA.ed.numeric87 unique values
0 missing
LLS_01numeric5 unique values
0 missing
ATSC1vnumeric91 unique values
0 missing
Eig02_AEA.ri.numeric87 unique values
0 missing
LLS_02numeric5 unique values
0 missing
ATSC2enumeric82 unique values
0 missing
Eig02_EAnumeric84 unique values
0 missing
LOCnumeric85 unique values
0 missing
ATSC2inumeric86 unique values
0 missing
Eig02_EA.bo.numeric82 unique values
0 missing
LPRSnumeric91 unique values
0 missing
ATSC2mnumeric91 unique values
0 missing
Eig02_EA.dm.numeric29 unique values
0 missing
MATS1enumeric77 unique values
0 missing
ATSC2pnumeric91 unique values
0 missing
Eig02_EA.ed.numeric89 unique values
0 missing
MATS1inumeric82 unique values
0 missing
ATSC2snumeric92 unique values
0 missing
Eig02_EA.ri.numeric84 unique values
0 missing
MATS1mnumeric68 unique values
0 missing
ATSC2vnumeric92 unique values
0 missing
Eig03_AEA.bo.numeric87 unique values
0 missing
MATS1pnumeric75 unique values
0 missing
ATSC3enumeric89 unique values
0 missing
Eig03_AEA.dm.numeric88 unique values
0 missing
MATS1snumeric78 unique values
0 missing
ATSC3inumeric90 unique values
0 missing
Eig03_AEA.ed.numeric86 unique values
0 missing
MATS1vnumeric67 unique values
0 missing
ATSC3mnumeric92 unique values
0 missing
Eig03_AEA.ri.numeric85 unique values
0 missing
MATS2enumeric77 unique values
0 missing
ATSC3pnumeric92 unique values
0 missing
Eig03_EAnumeric84 unique values
0 missing
MATS2inumeric83 unique values
0 missing
ATSC3snumeric92 unique values
0 missing
Eig03_EA.bo.numeric85 unique values
0 missing
MATS2mnumeric74 unique values
0 missing
ATSC3vnumeric91 unique values
0 missing
Eig03_EA.dm.numeric18 unique values
0 missing
MATS2pnumeric80 unique values
0 missing
ATSC4enumeric87 unique values
0 missing
Eig03_EA.ed.numeric91 unique values
0 missing
MATS2snumeric75 unique values
0 missing
ATSC4inumeric89 unique values
0 missing
Eig03_EA.ri.numeric88 unique values
0 missing
MATS2vnumeric80 unique values
0 missing
ATSC4mnumeric92 unique values
0 missing
Eig04_AEA.bo.numeric84 unique values
0 missing
MATS3enumeric81 unique values
0 missing
ATSC4pnumeric92 unique values
0 missing
Eig04_AEA.dm.numeric89 unique values
0 missing
MATS3inumeric81 unique values
0 missing
ATSC4snumeric92 unique values
0 missing
Eig04_AEA.ed.numeric87 unique values
0 missing
MATS3mnumeric77 unique values
0 missing
ATSC4vnumeric92 unique values
0 missing
Eig04_AEA.ri.numeric83 unique values
0 missing
MATS3pnumeric82 unique values
0 missing
ATSC5enumeric90 unique values
0 missing
Eig04_EAnumeric87 unique values
0 missing
MATS3snumeric78 unique values
0 missing
ATSC5inumeric90 unique values
0 missing
Eig04_EA.bo.numeric87 unique values
0 missing
MATS3vnumeric81 unique values
0 missing
ATSC5mnumeric92 unique values
0 missing
Eig04_EA.dm.numeric17 unique values
0 missing
MATS4enumeric80 unique values
0 missing
ATSC5pnumeric92 unique values
0 missing
Eig04_EA.ed.numeric88 unique values
0 missing
MATS4inumeric78 unique values
0 missing
ATSC5snumeric92 unique values
0 missing
Eig04_EA.ri.numeric83 unique values
0 missing
MATS4mnumeric78 unique values
0 missing
ATSC5vnumeric92 unique values
0 missing
Eig05_AEA.bo.numeric86 unique values
0 missing
MATS4pnumeric75 unique values
0 missing
ATSC6enumeric91 unique values
0 missing
Eig05_AEA.dm.numeric89 unique values
0 missing
MATS4snumeric86 unique values
0 missing
ATSC6inumeric90 unique values
0 missing
Eig05_AEA.ed.numeric85 unique values
0 missing
MATS4vnumeric81 unique values
0 missing
ATSC6mnumeric92 unique values
0 missing
Eig05_AEA.ri.numeric87 unique values
0 missing
MATS5enumeric80 unique values
0 missing
ATSC6pnumeric91 unique values
0 missing
Eig05_EAnumeric84 unique values
0 missing
MATS5inumeric77 unique values
0 missing
ATSC6snumeric92 unique values
0 missing
Eig05_EA.bo.numeric81 unique values
0 missing
MATS5mnumeric84 unique values
0 missing
ATSC6vnumeric92 unique values
0 missing
Eig05_EA.dm.numeric11 unique values
0 missing
MATS5pnumeric81 unique values
0 missing
ATSC7enumeric89 unique values
0 missing
Eig05_EA.ed.numeric91 unique values
0 missing
MATS5snumeric80 unique values
0 missing
ATSC7inumeric89 unique values
0 missing
Eig05_EA.ri.numeric89 unique values
0 missing
MATS5vnumeric84 unique values
0 missing
ATSC7mnumeric92 unique values
0 missing
Eig06_AEA.bo.numeric84 unique values
0 missing
MATS6enumeric82 unique values
0 missing
ATSC7pnumeric91 unique values
0 missing
Eig06_AEA.dm.numeric89 unique values
0 missing
MATS6inumeric76 unique values
0 missing
ATSC7snumeric92 unique values
0 missing
Eig06_AEA.ed.numeric87 unique values
0 missing
MATS6mnumeric82 unique values
0 missing
ATSC7vnumeric92 unique values
0 missing
Eig06_AEA.ri.numeric87 unique values
0 missing
MATS6pnumeric80 unique values
0 missing
ATSC8enumeric91 unique values
0 missing
Eig06_EAnumeric86 unique values
0 missing
MATS6snumeric82 unique values
0 missing
ATSC8inumeric89 unique values
0 missing
Eig06_EA.bo.numeric84 unique values
0 missing
MATS6vnumeric74 unique values
0 missing
ATSC8mnumeric92 unique values
0 missing
Eig06_EA.dm.numeric11 unique values
0 missing
MATS7enumeric84 unique values
0 missing
ATSC8pnumeric92 unique values
0 missing
Eig06_EA.ed.numeric90 unique values
0 missing
MATS7inumeric82 unique values
0 missing
ATSC8snumeric92 unique values
0 missing
Eig06_EA.ri.numeric90 unique values
0 missing
MATS7mnumeric83 unique values
0 missing
ATSC8vnumeric91 unique values
0 missing
Eig07_AEA.bo.numeric82 unique values
0 missing
MATS7pnumeric79 unique values
0 missing
BACnumeric38 unique values
0 missing
Eig07_AEA.dm.numeric89 unique values
0 missing
MATS7snumeric80 unique values
0 missing
BBInumeric37 unique values
0 missing
Eig07_AEA.ed.numeric86 unique values
0 missing
MATS7vnumeric79 unique values
0 missing
BIC0numeric56 unique values
0 missing
Eig07_AEA.ri.numeric85 unique values
0 missing
MATS8enumeric80 unique values
0 missing
BIC1numeric76 unique values
0 missing
Eig07_EAnumeric82 unique values
0 missing
MATS8inumeric82 unique values
0 missing
BIC2numeric71 unique values
0 missing
Eig07_EA.bo.numeric87 unique values
0 missing
MATS8mnumeric82 unique values
0 missing
BIC3numeric69 unique values
0 missing
Eig07_EA.dm.numeric8 unique values
0 missing
MATS8pnumeric81 unique values
0 missing
BIC4numeric64 unique values
0 missing
Eig07_EA.ed.numeric91 unique values
0 missing
MATS8snumeric77 unique values
0 missing
BIC5numeric65 unique values
0 missing
Eig07_EA.ri.numeric85 unique values
0 missing
MATS8vnumeric81 unique values
0 missing
BIDnumeric50 unique values
0 missing
Eig08_AEA.bo.numeric83 unique values
0 missing
MAXDNnumeric91 unique values
0 missing
BLInumeric71 unique values
0 missing
Eig08_AEA.dm.numeric86 unique values
0 missing
MAXDPnumeric92 unique values
0 missing
BLTA96numeric83 unique values
0 missing
Eig08_AEA.ed.numeric87 unique values
0 missing
MCDnumeric75 unique values
0 missing
BLTD48numeric78 unique values
0 missing
Eig08_AEA.ri.numeric87 unique values
0 missing
MDDDnumeric91 unique values
0 missing
BLTF96numeric79 unique values
0 missing
Eig08_EAnumeric84 unique values
0 missing
Menumeric39 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig08_EA.bo.numeric86 unique values
0 missing
Minumeric37 unique values
0 missing
C.numeric71 unique values
0 missing
Eig08_EA.dm.numeric5 unique values
0 missing
MLOGPnumeric89 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig08_EA.ed.numeric88 unique values
0 missing
MLOGP2numeric91 unique values
0 missing
C.002numeric9 unique values
0 missing
Eig08_EA.ri.numeric87 unique values
0 missing
Mpnumeric66 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig09_AEA.bo.numeric77 unique values
0 missing
MPC01numeric27 unique values
0 missing
C.004numeric3 unique values
0 missing
Eig09_AEA.dm.numeric88 unique values
0 missing
MPC02numeric37 unique values
0 missing
C.005numeric5 unique values
0 missing
Eig09_AEA.ed.numeric87 unique values
0 missing
MPC03numeric45 unique values
0 missing
C.006numeric9 unique values
0 missing
Eig09_AEA.ri.numeric81 unique values
0 missing
MPC04numeric56 unique values
0 missing
C.007numeric2 unique values
0 missing
Eig09_EAnumeric76 unique values
0 missing
MPC05numeric56 unique values
0 missing
C.008numeric4 unique values
0 missing
Eig09_EA.bo.numeric84 unique values
0 missing
MPC06numeric66 unique values
0 missing
C.009numeric3 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
MPC07numeric70 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig09_EA.ed.numeric83 unique values
0 missing
MPC08numeric74 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig09_EA.ri.numeric80 unique values
0 missing
MPC09numeric78 unique values
0 missing
C.013numeric3 unique values
0 missing
Eig10_AEA.bo.numeric79 unique values
0 missing
MPC10numeric78 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig10_AEA.dm.numeric85 unique values
0 missing
MSDnumeric90 unique values
0 missing
C.016numeric4 unique values
0 missing
Eig10_AEA.ed.numeric87 unique values
0 missing
Mvnumeric66 unique values
0 missing
C.017numeric3 unique values
0 missing
Eig10_AEA.ri.numeric87 unique values
0 missing
MWnumeric91 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig10_EAnumeric77 unique values
0 missing
MWC01numeric27 unique values
0 missing
C.021numeric2 unique values
0 missing
Eig10_EA.bo.numeric80 unique values
0 missing
MWC02numeric51 unique values
0 missing
C.022numeric3 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
MWC03numeric68 unique values
0 missing
C.024numeric14 unique values
0 missing
Eig10_EA.ed.numeric85 unique values
0 missing
MWC04numeric80 unique values
0 missing
C.025numeric8 unique values
0 missing
Eig10_EA.ri.numeric82 unique values
0 missing
MWC05numeric88 unique values
0 missing
C.026numeric8 unique values
0 missing
Eig11_AEA.bo.numeric78 unique values
0 missing
MWC06numeric87 unique values
0 missing
C.027numeric4 unique values
0 missing
Eig11_AEA.dm.numeric78 unique values
0 missing
MWC07numeric88 unique values
0 missing
C.028numeric4 unique values
0 missing
Eig11_AEA.ed.numeric81 unique values
0 missing
MWC08numeric86 unique values
0 missing
C.029numeric4 unique values
0 missing
Eig11_AEA.ri.numeric81 unique values
0 missing
MWC09numeric87 unique values
0 missing
C.030numeric2 unique values
0 missing
Eig11_EAnumeric74 unique values
0 missing
MWC10numeric86 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig11_EA.bo.numeric80 unique values
0 missing
N.numeric57 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig11_EA.ed.numeric83 unique values
0 missing
N.066numeric2 unique values
0 missing
C.033numeric3 unique values
0 missing
Eig11_EA.ri.numeric78 unique values
0 missing
N.067numeric2 unique values
0 missing
C.034numeric5 unique values
0 missing
Eig12_AEA.bo.numeric82 unique values
0 missing
N.068numeric3 unique values
0 missing
C.035numeric2 unique values
0 missing
Eig12_AEA.dm.numeric80 unique values
0 missing
N.069numeric3 unique values
0 missing
C.038numeric2 unique values
0 missing
Eig12_AEA.ed.numeric78 unique values
0 missing
N.070numeric3 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig12_AEA.ri.numeric81 unique values
0 missing
N.071numeric2 unique values
0 missing
C.040numeric4 unique values
0 missing
Eig12_EAnumeric76 unique values
0 missing
N.072numeric5 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig12_EA.bo.numeric80 unique values
0 missing
N.073numeric4 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig12_EA.ed.numeric76 unique values
0 missing
N.074numeric3 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig12_EA.ri.numeric81 unique values
0 missing
N.075numeric6 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig13_AEA.bo.numeric82 unique values
0 missing
n124.Triazinesnumeric2 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eig13_AEA.dm.numeric84 unique values
0 missing
NaaaCnumeric6 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eig13_AEA.ed.numeric75 unique values
0 missing
NaaCHnumeric14 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eig13_AEA.ri.numeric83 unique values
0 missing
NaaNnumeric6 unique values
0 missing
CATS2D_01_AAnumeric4 unique values
0 missing
Eig13_EAnumeric76 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig13_EA.bo.numeric79 unique values
0 missing
NaaOnumeric2 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eig13_EA.ed.numeric79 unique values
0 missing
NaaSnumeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig13_EA.ri.numeric84 unique values
0 missing
NaasCnumeric11 unique values
0 missing
CATS2D_01_LLnumeric17 unique values
0 missing
Eig14_AEA.bo.numeric76 unique values
0 missing
NaasNnumeric3 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig14_AEA.dm.numeric81 unique values
0 missing
nABnumeric19 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
Eig14_AEA.ed.numeric78 unique values
0 missing
nArCNnumeric2 unique values
0 missing
CATS2D_02_ALnumeric13 unique values
0 missing
Eig14_AEA.ri.numeric82 unique values
0 missing
nArC.Nnumeric2 unique values
0 missing
CATS2D_02_APnumeric5 unique values
0 missing
Eig14_EAnumeric76 unique values
0 missing
nArCNOnumeric2 unique values
0 missing
CATS2D_02_DAnumeric7 unique values
0 missing
Eig14_EA.bo.numeric79 unique values
0 missing
nArCOnumeric2 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eig14_EA.ed.numeric81 unique values
0 missing
nArCONH2numeric2 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
Eig14_EA.ri.numeric81 unique values
0 missing
nArCONHRnumeric3 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
Eig15_AEA.bo.numeric80 unique values
0 missing
nArCONR2numeric2 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
Eig15_AEA.dm.numeric84 unique values
0 missing
nArCOOHnumeric2 unique values
0 missing
CATS2D_02_LLnumeric19 unique values
0 missing
Eig15_AEA.ed.numeric80 unique values
0 missing
nArCOORnumeric2 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
Eig15_AEA.ri.numeric82 unique values
0 missing
nArNH2numeric3 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eig15_EAnumeric77 unique values
0 missing
nArNHRnumeric3 unique values
0 missing
CATS2D_03_AAnumeric6 unique values
0 missing
Eig15_EA.bo.numeric84 unique values
0 missing
nArNR2numeric2 unique values
0 missing
CATS2D_03_ALnumeric14 unique values
0 missing
Eig15_EA.ed.numeric81 unique values
0 missing
nArOHnumeric3 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
Eig15_EA.ri.numeric87 unique values
0 missing
nArORnumeric5 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
Eta_alphanumeric89 unique values
0 missing
nArXnumeric5 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
Eta_alpha_Anumeric43 unique values
0 missing
nATnumeric38 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
Eta_Bnumeric82 unique values
0 missing
nBMnumeric21 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
Eta_B_Anumeric22 unique values
0 missing
nBnznumeric5 unique values
0 missing
CATS2D_03_LLnumeric18 unique values
0 missing
Eta_betanumeric69 unique values
0 missing
nBOnumeric27 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
Eta_beta_Anumeric75 unique values
0 missing
nBRnumeric2 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
Eta_betaPnumeric34 unique values
0 missing
nBTnumeric40 unique values
0 missing
CATS2D_04_AAnumeric7 unique values
0 missing
Eta_betaP_Anumeric78 unique values
0 missing
nCnumeric21 unique values
0 missing
CATS2D_04_ALnumeric16 unique values
0 missing
Eta_betaSnumeric52 unique values
0 missing
nCarnumeric17 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
Eta_betaS_Anumeric59 unique values
0 missing
nCb.numeric11 unique values
0 missing
CATS2D_04_APnumeric4 unique values
0 missing
Eta_Cnumeric92 unique values
0 missing
nCbHnumeric11 unique values
0 missing
CATS2D_04_DAnumeric6 unique values
0 missing
Eta_C_Anumeric85 unique values
0 missing
nCconjnumeric6 unique values
0 missing
CATS2D_04_DDnumeric5 unique values
0 missing
Eta_epsinumeric90 unique values
0 missing
nCICnumeric8 unique values
0 missing
CATS2D_04_DLnumeric10 unique values
0 missing
Eta_epsi_Anumeric68 unique values
0 missing
nCIRnumeric11 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
Eta_Fnumeric92 unique values
0 missing
nCLnumeric3 unique values
0 missing
CATS2D_04_LLnumeric19 unique values
0 missing
Eta_F_Anumeric74 unique values
0 missing
nCONNnumeric2 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
Eta_FLnumeric90 unique values
0 missing
nCpnumeric5 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
Eta_FL_Anumeric66 unique values
0 missing
nCqnumeric3 unique values
0 missing
CATS2D_04_PPnumeric2 unique values
0 missing
Eta_Lnumeric92 unique values
0 missing
nCrqnumeric3 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
Eta_L_Anumeric64 unique values
0 missing
nCrsnumeric10 unique values
0 missing
CATS2D_05_ALnumeric17 unique values
0 missing
Eta_sh_pnumeric73 unique values
0 missing
nCrtnumeric4 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
Eta_sh_xnumeric24 unique values
0 missing
nCRX3numeric3 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
Eta_sh_ynumeric73 unique values
0 missing
nCsnumeric10 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
F.081numeric2 unique values
0 missing
nCspnumeric3 unique values
0 missing
CATS2D_05_DLnumeric10 unique values
0 missing
F.083numeric3 unique values
0 missing
nCsp2numeric20 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
F.084numeric3 unique values
0 missing
nCsp3numeric17 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS1enumeric79 unique values
0 missing
nCtnumeric4 unique values
0 missing
CATS2D_05_LLnumeric19 unique values
0 missing
GATS1inumeric87 unique values
0 missing
nCXrnumeric2 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS1mnumeric78 unique values
0 missing
nDBnumeric6 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
GATS1pnumeric85 unique values
0 missing
NdCH2numeric2 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
GATS1snumeric83 unique values
0 missing
CATS2D_06_ALnumeric15 unique values
0 missing
GATS1vnumeric80 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
GATS2enumeric85 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
GATS2inumeric78 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS2mnumeric83 unique values
0 missing
CATS2D_06_DLnumeric12 unique values
0 missing
GATS2pnumeric83 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GATS2snumeric85 unique values
0 missing
CATS2D_06_LLnumeric21 unique values
0 missing
GATS2vnumeric82 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GATS3enumeric84 unique values
0 missing
CATS2D_06_PLnumeric5 unique values
0 missing
GATS3inumeric77 unique values
0 missing
CATS2D_07_AAnumeric7 unique values
0 missing
GATS3mnumeric80 unique values
0 missing
CATS2D_07_ALnumeric15 unique values
0 missing
GATS3pnumeric78 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS3snumeric78 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
GATS3vnumeric79 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
GATS4enumeric88 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS4inumeric86 unique values
0 missing
CATS2D_07_DLnumeric12 unique values
0 missing
GATS4mnumeric85 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GATS4pnumeric83 unique values
0 missing
CATS2D_07_LLnumeric18 unique values
0 missing
GATS4snumeric87 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
GATS4vnumeric80 unique values
0 missing
CATS2D_07_PLnumeric5 unique values
0 missing
GATS5enumeric88 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
GATS5inumeric81 unique values
0 missing
CATS2D_08_ALnumeric14 unique values
0 missing
GATS5mnumeric85 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
GATS5pnumeric89 unique values
0 missing
CATS2D_08_DAnumeric6 unique values
0 missing
GATS5snumeric90 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
GATS5vnumeric79 unique values
0 missing
CATS2D_08_DLnumeric9 unique values
0 missing
GATS6enumeric82 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GATS6inumeric80 unique values
0 missing
CATS2D_08_LLnumeric15 unique values
0 missing
GATS6mnumeric83 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
GATS6pnumeric84 unique values
0 missing
CATS2D_08_PLnumeric6 unique values
0 missing
GATS6snumeric90 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
GATS6vnumeric80 unique values
0 missing
CATS2D_09_ALnumeric13 unique values
0 missing
GATS7enumeric85 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
GATS7inumeric81 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
GATS7mnumeric89 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
GATS7pnumeric82 unique values
0 missing
CATS2D_09_DLnumeric8 unique values
0 missing
GATS7snumeric90 unique values
0 missing
CATS2D_09_DPnumeric3 unique values
0 missing
GATS7vnumeric83 unique values
0 missing
CATS2D_09_LLnumeric14 unique values
0 missing
GATS8enumeric89 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
GATS8inumeric84 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
GATS8mnumeric87 unique values
0 missing
CENTnumeric90 unique values
0 missing
GATS8pnumeric83 unique values
0 missing
Chi0_AEA.bo.numeric91 unique values
0 missing
GATS8snumeric85 unique values
0 missing
Chi0_AEA.dm.numeric91 unique values
0 missing
GATS8vnumeric83 unique values
0 missing
Chi0_AEA.ed.numeric91 unique values
0 missing
GGI1numeric17 unique values
0 missing
Chi0_AEA.ri.numeric91 unique values
0 missing
GGI10numeric74 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
92
Number of instances (rows) of the dataset.
NumberOfFeatures
723
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
722
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
7.86
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.55
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
1.28
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.22
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
75.84
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
0.51
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.04
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.35
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
92
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.09
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
42724.21
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
3.04
Third quartile of kurtosis among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.86
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.7
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-6.67
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.14
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
9.59
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
1.5
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
23497.26
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.23
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.07
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
0.22
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
6.84
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
134.56
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.02
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.27
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-CHEMBL3988
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3988
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3988
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3988
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3988
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3988
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3988
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3988
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3988
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3988
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3988
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3988
0 runs - estimation_procedure: 50 times Clustering
Define a new task