Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4820

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4820

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: CHEMBL4820 (TID: 10564), and it has 32 rows and 708 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.

710 features

pXC50 (target)numeric29 unique values
0 missing
molecule_id (row identifier)nominal32 unique values
0 missing
Chi1_AEA.ed.numeric15 unique values
0 missing
HNarnumeric14 unique values
0 missing
ATS4snumeric18 unique values
0 missing
Chi1_AEA.ri.numeric15 unique values
0 missing
HVcpxnumeric15 unique values
0 missing
ATS6snumeric17 unique values
0 missing
Chi1_EAnumeric15 unique values
0 missing
Hynumeric13 unique values
0 missing
ATSC4inumeric18 unique values
0 missing
Chi1_EA.bo.numeric18 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
ATSC5inumeric18 unique values
0 missing
Chi1_EA.dm.numeric18 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
ATSC6inumeric17 unique values
0 missing
Chi1_EA.ed.numeric15 unique values
0 missing
I.099numeric2 unique values
0 missing
Eig03_AEA.ri.numeric13 unique values
0 missing
Chi1_EA.ri.numeric15 unique values
0 missing
IACnumeric15 unique values
0 missing
Eig03_EA.ri.numeric10 unique values
0 missing
CIC0numeric15 unique values
0 missing
IC0numeric14 unique values
0 missing
Eig04_EA.ed.numeric13 unique values
0 missing
CIC1numeric15 unique values
0 missing
IC1numeric15 unique values
0 missing
Eig05_AEA.ed.numeric15 unique values
0 missing
CIC2numeric18 unique values
0 missing
IC2numeric18 unique values
0 missing
Eig09_AEA.ri.numeric15 unique values
0 missing
CIC3numeric17 unique values
0 missing
IC3numeric17 unique values
0 missing
Eig09_EA.ri.numeric15 unique values
0 missing
CIC4numeric13 unique values
0 missing
IC4numeric13 unique values
0 missing
Eig12_EA.ed.numeric14 unique values
0 missing
CIC5numeric13 unique values
0 missing
IC5numeric13 unique values
0 missing
P_VSA_MR_2numeric10 unique values
0 missing
CIDnumeric15 unique values
0 missing
ICRnumeric15 unique values
0 missing
SM07_AEA.ri.numeric14 unique values
0 missing
Cl.089numeric2 unique values
0 missing
IDDEnumeric15 unique values
0 missing
SM13_AEA.dm.numeric13 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IDDMnumeric12 unique values
0 missing
C.008numeric3 unique values
0 missing
cRo5numeric2 unique values
0 missing
IDEnumeric15 unique values
0 missing
SpMAD_AEA.dm.numeric16 unique values
0 missing
CSInumeric15 unique values
0 missing
IDETnumeric15 unique values
0 missing
P_VSA_MR_7numeric5 unique values
0 missing
DBInumeric12 unique values
0 missing
IDMnumeric15 unique values
0 missing
AACnumeric14 unique values
0 missing
D.Dtr05numeric15 unique values
0 missing
IDMTnumeric15 unique values
0 missing
AECCnumeric15 unique values
0 missing
D.Dtr06numeric14 unique values
0 missing
Infective.80numeric2 unique values
0 missing
ALOGPnumeric13 unique values
0 missing
DECCnumeric14 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
ALOGP2numeric13 unique values
0 missing
DELSnumeric18 unique values
0 missing
ISIZnumeric11 unique values
0 missing
AMRnumeric13 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
IVDEnumeric14 unique values
0 missing
AMWnumeric15 unique values
0 missing
DLS_01numeric3 unique values
0 missing
IVDMnumeric14 unique values
0 missing
ARRnumeric8 unique values
0 missing
DLS_02numeric3 unique values
0 missing
JGI1numeric14 unique values
0 missing
ATS1enumeric15 unique values
0 missing
DLS_03numeric3 unique values
0 missing
JGI10numeric3 unique values
0 missing
ATS1inumeric13 unique values
0 missing
DLS_04numeric3 unique values
0 missing
JGI2numeric11 unique values
0 missing
ATS1mnumeric14 unique values
0 missing
DLS_06numeric4 unique values
0 missing
JGI3numeric13 unique values
0 missing
ATS1pnumeric15 unique values
0 missing
DLS_07numeric2 unique values
0 missing
JGI4numeric10 unique values
0 missing
ATS1snumeric15 unique values
0 missing
DLS_consnumeric5 unique values
0 missing
JGI5numeric6 unique values
0 missing
ATS1vnumeric15 unique values
0 missing
Dznumeric13 unique values
0 missing
JGI6numeric5 unique values
0 missing
ATS2enumeric15 unique values
0 missing
ECCnumeric15 unique values
0 missing
JGI7numeric6 unique values
0 missing
ATS2inumeric13 unique values
0 missing
Eig01_AEA.bo.numeric9 unique values
0 missing
JGI8numeric4 unique values
0 missing
ATS2mnumeric15 unique values
0 missing
Eig01_AEA.dm.numeric7 unique values
0 missing
JGI9numeric5 unique values
0 missing
ATS2pnumeric15 unique values
0 missing
Eig01_AEA.ed.numeric4 unique values
0 missing
JGTnumeric15 unique values
0 missing
ATS2snumeric15 unique values
0 missing
Eig01_AEA.ri.numeric6 unique values
0 missing
LLS_01numeric3 unique values
0 missing
ATS2vnumeric15 unique values
0 missing
Eig01_EAnumeric5 unique values
0 missing
LLS_02numeric3 unique values
0 missing
ATS3enumeric15 unique values
0 missing
Eig01_EA.bo.numeric10 unique values
0 missing
LOCnumeric15 unique values
0 missing
ATS3inumeric15 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
LPRSnumeric15 unique values
0 missing
ATS3mnumeric15 unique values
0 missing
Eig01_EA.ed.numeric4 unique values
0 missing
MATS1enumeric15 unique values
0 missing
ATS3pnumeric15 unique values
0 missing
Eig01_EA.ri.numeric5 unique values
0 missing
MATS1inumeric15 unique values
0 missing
ATS3snumeric16 unique values
0 missing
Eig02_AEA.bo.numeric12 unique values
0 missing
MATS1mnumeric14 unique values
0 missing
ATS3vnumeric15 unique values
0 missing
Eig02_AEA.dm.numeric9 unique values
0 missing
MATS1pnumeric12 unique values
0 missing
ATS4enumeric15 unique values
0 missing
Eig02_AEA.ed.numeric10 unique values
0 missing
MATS1snumeric12 unique values
0 missing
ATS4inumeric17 unique values
0 missing
Eig02_AEA.ri.numeric14 unique values
0 missing
MATS1vnumeric12 unique values
0 missing
ATS4mnumeric18 unique values
0 missing
Eig02_EAnumeric10 unique values
0 missing
MATS2enumeric15 unique values
0 missing
ATS4pnumeric18 unique values
0 missing
Eig02_EA.bo.numeric12 unique values
0 missing
MATS2inumeric14 unique values
0 missing
ATS4vnumeric18 unique values
0 missing
Eig02_EA.dm.numeric6 unique values
0 missing
MATS2mnumeric14 unique values
0 missing
ATS5enumeric18 unique values
0 missing
Eig02_EA.ed.numeric10 unique values
0 missing
MATS2pnumeric15 unique values
0 missing
ATS5inumeric16 unique values
0 missing
Eig02_EA.ri.numeric13 unique values
0 missing
MATS2snumeric17 unique values
0 missing
ATS5mnumeric18 unique values
0 missing
Eig03_AEA.bo.numeric12 unique values
0 missing
MATS2vnumeric14 unique values
0 missing
ATS5pnumeric17 unique values
0 missing
Eig03_AEA.dm.numeric15 unique values
0 missing
MATS3enumeric14 unique values
0 missing
ATS5snumeric18 unique values
0 missing
Eig03_AEA.ed.numeric12 unique values
0 missing
MATS3inumeric13 unique values
0 missing
ATS5vnumeric17 unique values
0 missing
Eig03_EAnumeric12 unique values
0 missing
MATS3mnumeric14 unique values
0 missing
ATS6enumeric18 unique values
0 missing
Eig03_EA.bo.numeric14 unique values
0 missing
MATS3pnumeric15 unique values
0 missing
ATS6inumeric18 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
MATS3snumeric16 unique values
0 missing
ATS6mnumeric18 unique values
0 missing
Eig03_EA.ed.numeric12 unique values
0 missing
MATS3vnumeric14 unique values
0 missing
ATS6pnumeric16 unique values
0 missing
Eig04_AEA.bo.numeric15 unique values
0 missing
MATS4enumeric18 unique values
0 missing
ATS6vnumeric18 unique values
0 missing
Eig04_AEA.dm.numeric14 unique values
0 missing
MATS4inumeric16 unique values
0 missing
ATS7enumeric18 unique values
0 missing
Eig04_AEA.ed.numeric13 unique values
0 missing
MATS4mnumeric16 unique values
0 missing
ATS7inumeric18 unique values
0 missing
Eig04_AEA.ri.numeric9 unique values
0 missing
MATS4pnumeric17 unique values
0 missing
ATS7mnumeric18 unique values
0 missing
Eig04_EAnumeric9 unique values
0 missing
MATS4snumeric17 unique values
0 missing
ATS7pnumeric17 unique values
0 missing
Eig04_EA.bo.numeric15 unique values
0 missing
MATS4vnumeric16 unique values
0 missing
ATS7snumeric16 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
MATS5enumeric18 unique values
0 missing
ATS7vnumeric18 unique values
0 missing
Eig04_EA.ri.numeric11 unique values
0 missing
MATS5inumeric15 unique values
0 missing
ATS8enumeric18 unique values
0 missing
Eig05_AEA.bo.numeric16 unique values
0 missing
MATS5mnumeric18 unique values
0 missing
ATS8inumeric18 unique values
0 missing
Eig05_AEA.dm.numeric15 unique values
0 missing
MATS5pnumeric17 unique values
0 missing
ATS8mnumeric17 unique values
0 missing
Eig05_AEA.ri.numeric14 unique values
0 missing
MATS5snumeric18 unique values
0 missing
ATS8pnumeric18 unique values
0 missing
Eig05_EAnumeric14 unique values
0 missing
MATS5vnumeric15 unique values
0 missing
ATS8snumeric15 unique values
0 missing
Eig05_EA.bo.numeric17 unique values
0 missing
MATS6enumeric17 unique values
0 missing
ATS8vnumeric18 unique values
0 missing
Eig05_EA.dm.numeric4 unique values
0 missing
MATS6inumeric15 unique values
0 missing
ATSC1enumeric14 unique values
0 missing
Eig05_EA.ed.numeric12 unique values
0 missing
MATS6mnumeric15 unique values
0 missing
ATSC1inumeric13 unique values
0 missing
Eig05_EA.ri.numeric13 unique values
0 missing
MATS6pnumeric15 unique values
0 missing
ATSC1mnumeric15 unique values
0 missing
Eig06_AEA.bo.numeric16 unique values
0 missing
MATS6snumeric16 unique values
0 missing
ATSC1pnumeric15 unique values
0 missing
Eig06_AEA.dm.numeric16 unique values
0 missing
MATS6vnumeric15 unique values
0 missing
ATSC1snumeric15 unique values
0 missing
Eig06_AEA.ed.numeric11 unique values
0 missing
MATS7enumeric17 unique values
0 missing
ATSC1vnumeric15 unique values
0 missing
Eig06_AEA.ri.numeric14 unique values
0 missing
MATS7inumeric14 unique values
0 missing
ATSC2enumeric14 unique values
0 missing
Eig06_EAnumeric15 unique values
0 missing
MATS7mnumeric16 unique values
0 missing
ATSC2inumeric15 unique values
0 missing
Eig06_EA.bo.numeric14 unique values
0 missing
MATS7pnumeric16 unique values
0 missing
ATSC2mnumeric15 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
MATS7snumeric17 unique values
0 missing
ATSC2pnumeric15 unique values
0 missing
Eig06_EA.ed.numeric11 unique values
0 missing
MATS7vnumeric17 unique values
0 missing
ATSC2snumeric18 unique values
0 missing
Eig06_EA.ri.numeric14 unique values
0 missing
MATS8enumeric15 unique values
0 missing
ATSC2vnumeric15 unique values
0 missing
Eig07_AEA.bo.numeric17 unique values
0 missing
MATS8inumeric17 unique values
0 missing
ATSC3enumeric15 unique values
0 missing
Eig07_AEA.dm.numeric15 unique values
0 missing
MATS8mnumeric18 unique values
0 missing
ATSC3inumeric15 unique values
0 missing
Eig07_AEA.ed.numeric13 unique values
0 missing
MATS8pnumeric18 unique values
0 missing
ATSC3mnumeric15 unique values
0 missing
Eig07_AEA.ri.numeric14 unique values
0 missing
MATS8snumeric16 unique values
0 missing
ATSC3pnumeric15 unique values
0 missing
Eig07_EAnumeric14 unique values
0 missing
MATS8vnumeric16 unique values
0 missing
ATSC3snumeric18 unique values
0 missing
Eig07_EA.bo.numeric17 unique values
0 missing
MAXDNnumeric17 unique values
0 missing
ATSC3vnumeric15 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
MAXDPnumeric18 unique values
0 missing
ATSC4enumeric18 unique values
0 missing
Eig07_EA.ed.numeric15 unique values
0 missing
MCDnumeric9 unique values
0 missing
ATSC4mnumeric18 unique values
0 missing
Eig07_EA.ri.numeric14 unique values
0 missing
MDDDnumeric15 unique values
0 missing
ATSC4pnumeric18 unique values
0 missing
Eig08_AEA.bo.numeric16 unique values
0 missing
Menumeric14 unique values
0 missing
ATSC4snumeric18 unique values
0 missing
Eig08_AEA.dm.numeric14 unique values
0 missing
Minumeric11 unique values
0 missing
ATSC4vnumeric18 unique values
0 missing
Eig08_AEA.ed.numeric14 unique values
0 missing
MLOGPnumeric15 unique values
0 missing
ATSC5enumeric18 unique values
0 missing
Eig08_AEA.ri.numeric14 unique values
0 missing
MLOGP2numeric15 unique values
0 missing
ATSC5mnumeric18 unique values
0 missing
Eig08_EAnumeric14 unique values
0 missing
Mpnumeric13 unique values
0 missing
ATSC5pnumeric18 unique values
0 missing
Eig08_EA.bo.numeric17 unique values
0 missing
MPC01numeric9 unique values
0 missing
ATSC5snumeric18 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
MPC02numeric13 unique values
0 missing
ATSC5vnumeric18 unique values
0 missing
Eig08_EA.ed.numeric13 unique values
0 missing
MPC03numeric11 unique values
0 missing
ATSC6enumeric18 unique values
0 missing
Eig08_EA.ri.numeric14 unique values
0 missing
MPC04numeric13 unique values
0 missing
ATSC6mnumeric18 unique values
0 missing
Eig09_AEA.bo.numeric13 unique values
0 missing
MPC05numeric13 unique values
0 missing
ATSC6pnumeric18 unique values
0 missing
Eig09_AEA.dm.numeric18 unique values
0 missing
MPC06numeric14 unique values
0 missing
ATSC6snumeric18 unique values
0 missing
Eig09_AEA.ed.numeric14 unique values
0 missing
MPC07numeric12 unique values
0 missing
ATSC6vnumeric18 unique values
0 missing
Eig09_EAnumeric15 unique values
0 missing
MPC08numeric14 unique values
0 missing
ATSC7enumeric18 unique values
0 missing
Eig09_EA.bo.numeric13 unique values
0 missing
MPC09numeric12 unique values
0 missing
ATSC7inumeric17 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
MPC10numeric13 unique values
0 missing
ATSC7mnumeric18 unique values
0 missing
Eig09_EA.ed.numeric14 unique values
0 missing
MSDnumeric15 unique values
0 missing
ATSC7pnumeric18 unique values
0 missing
Eig10_AEA.bo.numeric15 unique values
0 missing
Mvnumeric14 unique values
0 missing
ATSC7snumeric18 unique values
0 missing
Eig10_AEA.dm.numeric18 unique values
0 missing
MWnumeric15 unique values
0 missing
ATSC7vnumeric18 unique values
0 missing
Eig10_AEA.ed.numeric14 unique values
0 missing
MWC01numeric9 unique values
0 missing
ATSC8enumeric16 unique values
0 missing
Eig10_AEA.ri.numeric14 unique values
0 missing
MWC02numeric14 unique values
0 missing
ATSC8inumeric18 unique values
0 missing
Eig10_EAnumeric12 unique values
0 missing
MWC03numeric14 unique values
0 missing
ATSC8mnumeric18 unique values
0 missing
Eig10_EA.bo.numeric14 unique values
0 missing
MWC04numeric15 unique values
0 missing
ATSC8pnumeric18 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
MWC05numeric15 unique values
0 missing
ATSC8snumeric18 unique values
0 missing
Eig10_EA.ed.numeric14 unique values
0 missing
MWC06numeric15 unique values
0 missing
ATSC8vnumeric18 unique values
0 missing
Eig10_EA.ri.numeric14 unique values
0 missing
MWC07numeric15 unique values
0 missing
BACnumeric13 unique values
0 missing
Eig11_AEA.bo.numeric16 unique values
0 missing
MWC08numeric15 unique values
0 missing
BBInumeric13 unique values
0 missing
Eig11_AEA.dm.numeric16 unique values
0 missing
MWC09numeric15 unique values
0 missing
BIC0numeric13 unique values
0 missing
Eig11_AEA.ed.numeric12 unique values
0 missing
MWC10numeric15 unique values
0 missing
BIC1numeric13 unique values
0 missing
Eig11_AEA.ri.numeric12 unique values
0 missing
N.numeric3 unique values
0 missing
BIC2numeric17 unique values
0 missing
Eig11_EAnumeric12 unique values
0 missing
N.066numeric2 unique values
0 missing
BIC3numeric14 unique values
0 missing
Eig11_EA.bo.numeric15 unique values
0 missing
N.072numeric2 unique values
0 missing
BIC4numeric14 unique values
0 missing
Eig11_EA.dm.numeric2 unique values
0 missing
N.073numeric2 unique values
0 missing
BIC5numeric14 unique values
0 missing
Eig11_EA.ed.numeric13 unique values
0 missing
N.075numeric2 unique values
0 missing
BIDnumeric11 unique values
0 missing
Eig11_EA.ri.numeric12 unique values
0 missing
N.078numeric2 unique values
0 missing
BLInumeric14 unique values
0 missing
Eig12_AEA.bo.numeric13 unique values
0 missing
N.079numeric2 unique values
0 missing
BLTA96numeric15 unique values
0 missing
Eig12_AEA.dm.numeric13 unique values
0 missing
NaaCHnumeric5 unique values
0 missing
BLTD48numeric15 unique values
0 missing
Eig12_AEA.ed.numeric15 unique values
0 missing
NaaNnumeric2 unique values
0 missing
BLTF96numeric15 unique values
0 missing
Eig12_AEA.ri.numeric13 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
C.numeric8 unique values
0 missing
Eig12_EAnumeric13 unique values
0 missing
NaasCnumeric4 unique values
0 missing
C.001numeric4 unique values
0 missing
Eig12_EA.bo.numeric15 unique values
0 missing
nABnumeric3 unique values
0 missing
C.002numeric5 unique values
0 missing
Eig12_EA.dm.numeric2 unique values
0 missing
nArOHnumeric2 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig12_EA.ri.numeric13 unique values
0 missing
nArORnumeric2 unique values
0 missing
C.005numeric2 unique values
0 missing
Eig13_AEA.bo.numeric14 unique values
0 missing
nArXnumeric2 unique values
0 missing
C.006numeric4 unique values
0 missing
Eig13_AEA.dm.numeric16 unique values
0 missing
nATnumeric11 unique values
0 missing
C.013numeric2 unique values
0 missing
Eig13_AEA.ed.numeric15 unique values
0 missing
nBMnumeric5 unique values
0 missing
C.016numeric3 unique values
0 missing
Eig13_AEA.ri.numeric14 unique values
0 missing
nBnznumeric2 unique values
0 missing
C.024numeric4 unique values
0 missing
Eig13_EAnumeric14 unique values
0 missing
nBOnumeric9 unique values
0 missing
C.025numeric3 unique values
0 missing
Eig13_EA.bo.numeric15 unique values
0 missing
nBTnumeric10 unique values
0 missing
C.026numeric3 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
nCnumeric8 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig13_EA.ed.numeric15 unique values
0 missing
nCarnumeric3 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig13_EA.ri.numeric13 unique values
0 missing
nCb.numeric4 unique values
0 missing
C.040numeric2 unique values
0 missing
Eig14_AEA.bo.numeric16 unique values
0 missing
nCbHnumeric4 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig14_AEA.dm.numeric14 unique values
0 missing
nCICnumeric2 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig14_AEA.ed.numeric15 unique values
0 missing
nCIRnumeric2 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eig14_AEA.ri.numeric13 unique values
0 missing
nCLnumeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eig14_EAnumeric14 unique values
0 missing
nCONNnumeric2 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eig14_EA.bo.numeric14 unique values
0 missing
nCpnumeric5 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
nCrsnumeric4 unique values
0 missing
CATS2D_01_APnumeric2 unique values
0 missing
Eig14_EA.ed.numeric14 unique values
0 missing
nCrtnumeric3 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
Eig14_EA.ri.numeric14 unique values
0 missing
nCRX3numeric2 unique values
0 missing
CATS2D_01_LLnumeric9 unique values
0 missing
Eig15_AEA.bo.numeric16 unique values
0 missing
nCsnumeric7 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig15_AEA.dm.numeric15 unique values
0 missing
nCsp2numeric4 unique values
0 missing
CATS2D_01_PNnumeric2 unique values
0 missing
Eig15_AEA.ed.numeric14 unique values
0 missing
nCsp3numeric6 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
Eig15_AEA.ri.numeric15 unique values
0 missing
nCtnumeric2 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
Eig15_EAnumeric15 unique values
0 missing
nDBnumeric4 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
Eig15_EA.bo.numeric15 unique values
0 missing
NdOnumeric2 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
NdsCHnumeric3 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
Eig15_EA.ed.numeric15 unique values
0 missing
NdsNnumeric2 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eig15_EA.ri.numeric15 unique values
0 missing
NdssCnumeric2 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
Eta_alphanumeric13 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
Eta_alpha_Anumeric11 unique values
0 missing
nFnumeric2 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
Eta_Bnumeric13 unique values
0 missing
nHnumeric10 unique values
0 missing
CATS2D_02_LLnumeric9 unique values
0 missing
Eta_B_Anumeric8 unique values
0 missing
nHAccnumeric5 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eta_betanumeric14 unique values
0 missing
nHDonnumeric3 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
Eta_beta_Anumeric14 unique values
0 missing
nHetnumeric6 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
Eta_betaPnumeric7 unique values
0 missing
nHMnumeric2 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Eta_betaP_Anumeric15 unique values
0 missing
nInumeric2 unique values
0 missing
CATS2D_03_DAnumeric5 unique values
0 missing
Eta_betaSnumeric11 unique values
0 missing
nImidazolesnumeric2 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
Eta_betaS_Anumeric12 unique values
0 missing
nNnumeric3 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
Eta_Cnumeric18 unique values
0 missing
nN.numeric2 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
Eta_C_Anumeric18 unique values
0 missing
nOnumeric4 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
Eta_epsinumeric15 unique values
0 missing
nOHsnumeric3 unique values
0 missing
CATS2D_03_LLnumeric10 unique values
0 missing
Eta_epsi_Anumeric14 unique values
0 missing
nOxolanesnumeric2 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
Eta_Fnumeric18 unique values
0 missing
nR06numeric2 unique values
0 missing
CATS2D_03_PLnumeric4 unique values
0 missing
Eta_F_Anumeric17 unique values
0 missing
nRCONHRnumeric2 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
Eta_FLnumeric15 unique values
0 missing
nRCOOHnumeric3 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
Eta_FL_Anumeric14 unique values
0 missing
nRCOORnumeric2 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
Eta_Lnumeric15 unique values
0 missing
nR.Csnumeric3 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
Eta_L_Anumeric14 unique values
0 missing
nRNH2numeric2 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
Eta_sh_pnumeric14 unique values
0 missing
nROHnumeric3 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
Eta_sh_xnumeric3 unique values
0 missing
nRORnumeric2 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
Eta_sh_ynumeric14 unique values
0 missing
NRSnumeric2 unique values
0 missing
CATS2D_04_LLnumeric12 unique values
0 missing
F.083numeric2 unique values
0 missing
NsCH3numeric4 unique values
0 missing
CATS2D_04_NLnumeric4 unique values
0 missing
GATS1enumeric14 unique values
0 missing
NsClnumeric2 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
GATS1inumeric15 unique values
0 missing
NsFnumeric2 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GATS1mnumeric15 unique values
0 missing
NsInumeric2 unique values
0 missing
CATS2D_05_ALnumeric4 unique values
0 missing
GATS1pnumeric15 unique values
0 missing
nSKnumeric9 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
GATS1snumeric13 unique values
0 missing
NsNH2numeric2 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS1vnumeric15 unique values
0 missing
NsOHnumeric2 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS2enumeric14 unique values
0 missing
NssCH2numeric5 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GATS2inumeric15 unique values
0 missing
NssNHnumeric2 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
GATS2mnumeric15 unique values
0 missing
NssOnumeric3 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
GATS2pnumeric15 unique values
0 missing
NsssCHnumeric4 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
GATS2snumeric16 unique values
0 missing
NssssCnumeric2 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
GATS2vnumeric15 unique values
0 missing
nXnumeric3 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS3enumeric14 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
GATS3inumeric14 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS3mnumeric15 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS3pnumeric14 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
GATS3snumeric16 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
GATS3vnumeric15 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
GATS4enumeric17 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GATS4inumeric16 unique values
0 missing
CATS2D_06_LLnumeric9 unique values
0 missing
GATS4mnumeric18 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
GATS4pnumeric18 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GATS4snumeric18 unique values
0 missing
CATS2D_06_PNnumeric2 unique values
0 missing
GATS4vnumeric16 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
GATS5enumeric18 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS5inumeric17 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS5mnumeric17 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GATS5pnumeric16 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS5snumeric18 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
GATS5vnumeric17 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
GATS6enumeric18 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GATS6inumeric17 unique values
0 missing
CATS2D_07_LLnumeric8 unique values
0 missing
GATS6mnumeric16 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
GATS6pnumeric17 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
GATS6snumeric18 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
GATS6vnumeric16 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
GATS7enumeric18 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
GATS7inumeric18 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GATS7mnumeric18 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
GATS7pnumeric16 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GATS7snumeric18 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
GATS7vnumeric17 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
GATS8enumeric17 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GATS8inumeric17 unique values
0 missing
CATS2D_08_LLnumeric10 unique values
0 missing
GATS8mnumeric18 unique values
0 missing
CATS2D_08_NLnumeric4 unique values
0 missing
GATS8pnumeric17 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GATS8snumeric15 unique values
0 missing
CATS2D_09_ALnumeric7 unique values
0 missing
GATS8vnumeric16 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
GGI1numeric10 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
GGI10numeric14 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
GGI2numeric9 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GGI3numeric13 unique values
0 missing
CATS2D_09_DLnumeric6 unique values
0 missing
GGI4numeric13 unique values
0 missing
CATS2D_09_DNnumeric3 unique values
0 missing
GGI5numeric11 unique values
0 missing
CATS2D_09_DPnumeric3 unique values
0 missing
GGI6numeric11 unique values
0 missing
CATS2D_09_LLnumeric7 unique values
0 missing
GGI7numeric10 unique values
0 missing
CATS2D_09_NLnumeric4 unique values
0 missing
GGI8numeric10 unique values
0 missing
CATS2D_09_NNnumeric2 unique values
0 missing
GGI9numeric10 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
GMTInumeric15 unique values
0 missing
CENTnumeric15 unique values
0 missing
GMTIVnumeric18 unique values
0 missing
Chi0_AEA.bo.numeric15 unique values
0 missing
GNarnumeric14 unique values
0 missing
Chi0_AEA.dm.numeric15 unique values
0 missing
H.numeric10 unique values
0 missing
Chi0_AEA.ed.numeric15 unique values
0 missing
H.046numeric6 unique values
0 missing
Chi0_AEA.ri.numeric15 unique values
0 missing
H.047numeric9 unique values
0 missing
Chi0_EAnumeric15 unique values
0 missing
H.048numeric2 unique values
0 missing
Chi0_EA.bo.numeric15 unique values
0 missing
H.049numeric2 unique values
0 missing
Chi0_EA.dm.numeric18 unique values
0 missing
H.050numeric3 unique values
0 missing
Chi0_EA.ed.numeric15 unique values
0 missing
H.051numeric2 unique values
0 missing
Chi0_EA.ri.numeric15 unique values
0 missing
H.052numeric6 unique values
0 missing
Chi1_AEA.bo.numeric15 unique values
0 missing
H.053numeric4 unique values
0 missing
Chi1_AEA.dm.numeric15 unique values
0 missing
HDcpxnumeric13 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
32
Number of instances (rows) of the dataset.
NumberOfFeatures
710
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
709
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
5.66
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
3.82
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
54158.56
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.89
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
0.28
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
11.11
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
157.92
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.54
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.16
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.13
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
8.13
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
22.19
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
2.07
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.43
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.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
181.81
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
1.93
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.12
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
32
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.44
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
49080
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
18.5
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
4.59
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.66
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4820
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4820
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4820
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4820
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4820
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4820
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4820
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4820
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4820
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4820
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4820
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4820
0 runs - estimation_procedure: 50 times Clustering
Define a new task