Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697676

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697676

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL1697676 (TID: 103955), and it has 27 rows and 720 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.

722 features

pXC50 (target)numeric21 unique values
0 missing
molecule_id (row identifier)nominal27 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IC2numeric23 unique values
0 missing
AACnumeric23 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IC3numeric23 unique values
0 missing
AECCnumeric22 unique values
0 missing
CSInumeric22 unique values
0 missing
IC4numeric23 unique values
0 missing
ALOGPnumeric25 unique values
0 missing
DBInumeric17 unique values
0 missing
IC5numeric23 unique values
0 missing
ALOGP2numeric25 unique values
0 missing
D.Dtr04numeric2 unique values
0 missing
ICRnumeric22 unique values
0 missing
AMRnumeric25 unique values
0 missing
D.Dtr05numeric6 unique values
0 missing
IDDEnumeric22 unique values
0 missing
AMWnumeric24 unique values
0 missing
D.Dtr06numeric22 unique values
0 missing
IDDMnumeric21 unique values
0 missing
ARRnumeric15 unique values
0 missing
D.Dtr09numeric3 unique values
0 missing
IDEnumeric22 unique values
0 missing
ATS1enumeric24 unique values
0 missing
D.Dtr10numeric3 unique values
0 missing
IDETnumeric22 unique values
0 missing
ATS1inumeric24 unique values
0 missing
D.Dtr12numeric2 unique values
0 missing
IDMnumeric22 unique values
0 missing
ATS1mnumeric24 unique values
0 missing
DECCnumeric21 unique values
0 missing
IDMTnumeric22 unique values
0 missing
ATS1pnumeric24 unique values
0 missing
DELSnumeric25 unique values
0 missing
Infective.50numeric2 unique values
0 missing
ATS1snumeric25 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
Infective.80numeric2 unique values
0 missing
ATS1vnumeric23 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
ATS2enumeric24 unique values
0 missing
DLS_02numeric3 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
ATS2inumeric23 unique values
0 missing
DLS_03numeric2 unique values
0 missing
ISIZnumeric18 unique values
0 missing
ATS2mnumeric25 unique values
0 missing
DLS_04numeric6 unique values
0 missing
IVDEnumeric20 unique values
0 missing
ATS2pnumeric25 unique values
0 missing
DLS_05numeric3 unique values
0 missing
IVDMnumeric22 unique values
0 missing
ATS2snumeric25 unique values
0 missing
DLS_06numeric2 unique values
0 missing
JGI1numeric19 unique values
0 missing
ATS2vnumeric24 unique values
0 missing
DLS_consnumeric10 unique values
0 missing
JGI10numeric6 unique values
0 missing
ATS3enumeric25 unique values
0 missing
Dznumeric22 unique values
0 missing
JGI2numeric19 unique values
0 missing
ATS3inumeric25 unique values
0 missing
ECCnumeric22 unique values
0 missing
JGI3numeric17 unique values
0 missing
ATS3mnumeric23 unique values
0 missing
Eig01_AEA.bo.numeric18 unique values
0 missing
JGI4numeric16 unique values
0 missing
ATS3pnumeric25 unique values
0 missing
Eig01_AEA.dm.numeric20 unique values
0 missing
JGI5numeric17 unique values
0 missing
ATS3snumeric25 unique values
0 missing
Eig01_AEA.ed.numeric16 unique values
0 missing
JGI6numeric14 unique values
0 missing
ATS3vnumeric24 unique values
0 missing
Eig01_AEA.ri.numeric23 unique values
0 missing
JGI7numeric12 unique values
0 missing
ATS4enumeric25 unique values
0 missing
Eig01_EAnumeric19 unique values
0 missing
JGI8numeric13 unique values
0 missing
ATS4inumeric25 unique values
0 missing
Eig01_EA.bo.numeric17 unique values
0 missing
JGI9numeric7 unique values
0 missing
ATS4mnumeric25 unique values
0 missing
Eig01_EA.dm.numeric12 unique values
0 missing
JGTnumeric21 unique values
0 missing
ATS4pnumeric25 unique values
0 missing
Eig01_EA.ed.numeric18 unique values
0 missing
LLS_01numeric6 unique values
0 missing
ATS4snumeric25 unique values
0 missing
Eig01_EA.ri.numeric22 unique values
0 missing
LLS_02numeric2 unique values
0 missing
ATS4vnumeric24 unique values
0 missing
Eig02_AEA.bo.numeric20 unique values
0 missing
LOCnumeric21 unique values
0 missing
ATS5enumeric24 unique values
0 missing
Eig02_AEA.dm.numeric19 unique values
0 missing
LPRSnumeric22 unique values
0 missing
ATS5inumeric25 unique values
0 missing
Eig02_AEA.ed.numeric21 unique values
0 missing
MATS1enumeric22 unique values
0 missing
ATS5mnumeric25 unique values
0 missing
Eig02_AEA.ri.numeric22 unique values
0 missing
MATS1inumeric23 unique values
0 missing
ATS5pnumeric25 unique values
0 missing
Eig02_EAnumeric20 unique values
0 missing
MATS1mnumeric24 unique values
0 missing
ATS5snumeric25 unique values
0 missing
Eig02_EA.bo.numeric20 unique values
0 missing
MATS1pnumeric23 unique values
0 missing
ATS5vnumeric25 unique values
0 missing
Eig02_EA.dm.numeric10 unique values
0 missing
MATS1snumeric24 unique values
0 missing
ATS6enumeric25 unique values
0 missing
Eig02_EA.ed.numeric21 unique values
0 missing
MATS1vnumeric23 unique values
0 missing
ATS6inumeric25 unique values
0 missing
Eig02_EA.ri.numeric24 unique values
0 missing
MATS2enumeric25 unique values
0 missing
ATS6mnumeric24 unique values
0 missing
Eig03_AEA.bo.numeric21 unique values
0 missing
MATS2inumeric24 unique values
0 missing
ATS6pnumeric25 unique values
0 missing
Eig03_AEA.dm.numeric23 unique values
0 missing
MATS2mnumeric21 unique values
0 missing
ATS6snumeric25 unique values
0 missing
Eig03_AEA.ed.numeric22 unique values
0 missing
MATS2pnumeric25 unique values
0 missing
ATS6vnumeric25 unique values
0 missing
Eig03_AEA.ri.numeric25 unique values
0 missing
MATS2snumeric24 unique values
0 missing
ATS7enumeric25 unique values
0 missing
Eig03_EAnumeric22 unique values
0 missing
MATS2vnumeric25 unique values
0 missing
ATS7inumeric24 unique values
0 missing
Eig03_EA.bo.numeric21 unique values
0 missing
MATS3enumeric24 unique values
0 missing
ATS7mnumeric25 unique values
0 missing
Eig03_EA.dm.numeric7 unique values
0 missing
MATS3inumeric24 unique values
0 missing
ATS7pnumeric25 unique values
0 missing
Eig03_EA.ed.numeric22 unique values
0 missing
MATS3mnumeric24 unique values
0 missing
ATS7snumeric25 unique values
0 missing
Eig03_EA.ri.numeric25 unique values
0 missing
MATS3pnumeric24 unique values
0 missing
ATS7vnumeric25 unique values
0 missing
Eig04_AEA.bo.numeric19 unique values
0 missing
MATS3snumeric25 unique values
0 missing
ATS8enumeric23 unique values
0 missing
Eig04_AEA.dm.numeric19 unique values
0 missing
MATS3vnumeric23 unique values
0 missing
ATS8inumeric22 unique values
0 missing
Eig04_AEA.ed.numeric20 unique values
0 missing
MATS4enumeric23 unique values
0 missing
ATS8mnumeric23 unique values
0 missing
Eig04_AEA.ri.numeric20 unique values
0 missing
MATS4inumeric22 unique values
0 missing
ATS8pnumeric23 unique values
0 missing
Eig04_EAnumeric19 unique values
0 missing
MATS4mnumeric23 unique values
0 missing
ATS8snumeric23 unique values
0 missing
Eig04_EA.bo.numeric19 unique values
0 missing
MATS4pnumeric23 unique values
0 missing
ATS8vnumeric23 unique values
0 missing
Eig04_EA.dm.numeric6 unique values
0 missing
MATS4snumeric24 unique values
0 missing
ATSC1enumeric24 unique values
0 missing
Eig04_EA.ed.numeric20 unique values
0 missing
MATS4vnumeric24 unique values
0 missing
ATSC1inumeric24 unique values
0 missing
Eig04_EA.ri.numeric20 unique values
0 missing
MATS5enumeric24 unique values
0 missing
ATSC1mnumeric24 unique values
0 missing
Eig05_AEA.bo.numeric20 unique values
0 missing
MATS5inumeric25 unique values
0 missing
ATSC1pnumeric24 unique values
0 missing
Eig05_AEA.dm.numeric21 unique values
0 missing
MATS5mnumeric25 unique values
0 missing
ATSC1snumeric25 unique values
0 missing
Eig05_AEA.ed.numeric21 unique values
0 missing
MATS5pnumeric24 unique values
0 missing
ATSC1vnumeric24 unique values
0 missing
Eig05_AEA.ri.numeric23 unique values
0 missing
MATS5snumeric25 unique values
0 missing
ATSC2enumeric24 unique values
0 missing
Eig05_EAnumeric20 unique values
0 missing
MATS5vnumeric24 unique values
0 missing
ATSC2inumeric25 unique values
0 missing
Eig05_EA.bo.numeric22 unique values
0 missing
MATS6enumeric25 unique values
0 missing
ATSC2mnumeric25 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
MATS6inumeric24 unique values
0 missing
ATSC2pnumeric25 unique values
0 missing
Eig05_EA.ed.numeric21 unique values
0 missing
MATS6mnumeric25 unique values
0 missing
ATSC2snumeric25 unique values
0 missing
Eig05_EA.ri.numeric23 unique values
0 missing
MATS6pnumeric24 unique values
0 missing
ATSC2vnumeric25 unique values
0 missing
Eig06_AEA.bo.numeric16 unique values
0 missing
MATS6snumeric25 unique values
0 missing
ATSC3enumeric25 unique values
0 missing
Eig06_AEA.dm.numeric23 unique values
0 missing
MATS6vnumeric25 unique values
0 missing
ATSC3inumeric25 unique values
0 missing
Eig06_AEA.ed.numeric20 unique values
0 missing
MATS7enumeric25 unique values
0 missing
ATSC3mnumeric25 unique values
0 missing
Eig06_AEA.ri.numeric20 unique values
0 missing
MATS7inumeric25 unique values
0 missing
ATSC3pnumeric25 unique values
0 missing
Eig06_EAnumeric18 unique values
0 missing
MATS7mnumeric25 unique values
0 missing
ATSC3snumeric25 unique values
0 missing
Eig06_EA.bo.numeric18 unique values
0 missing
MATS7pnumeric24 unique values
0 missing
ATSC3vnumeric25 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
MATS7snumeric25 unique values
0 missing
ATSC4enumeric24 unique values
0 missing
Eig06_EA.ed.numeric22 unique values
0 missing
MATS7vnumeric24 unique values
0 missing
ATSC4inumeric25 unique values
0 missing
Eig06_EA.ri.numeric21 unique values
0 missing
MATS8enumeric23 unique values
0 missing
ATSC4mnumeric25 unique values
0 missing
Eig07_AEA.bo.numeric18 unique values
0 missing
MATS8inumeric25 unique values
0 missing
ATSC4pnumeric25 unique values
0 missing
Eig07_AEA.dm.numeric24 unique values
0 missing
MATS8mnumeric25 unique values
0 missing
ATSC4snumeric25 unique values
0 missing
Eig07_AEA.ed.numeric20 unique values
0 missing
MATS8pnumeric24 unique values
0 missing
ATSC4vnumeric25 unique values
0 missing
Eig07_AEA.ri.numeric20 unique values
0 missing
MATS8snumeric25 unique values
0 missing
ATSC5enumeric25 unique values
0 missing
Eig07_EAnumeric17 unique values
0 missing
MATS8vnumeric25 unique values
0 missing
ATSC5inumeric25 unique values
0 missing
Eig07_EA.bo.numeric18 unique values
0 missing
MAXDNnumeric25 unique values
0 missing
ATSC5mnumeric25 unique values
0 missing
Eig07_EA.ed.numeric19 unique values
0 missing
MAXDPnumeric24 unique values
0 missing
ATSC5pnumeric25 unique values
0 missing
Eig07_EA.ri.numeric19 unique values
0 missing
MCDnumeric14 unique values
0 missing
ATSC5snumeric25 unique values
0 missing
Eig08_AEA.bo.numeric21 unique values
0 missing
MDDDnumeric22 unique values
0 missing
ATSC5vnumeric25 unique values
0 missing
Eig08_AEA.dm.numeric23 unique values
0 missing
Menumeric19 unique values
0 missing
ATSC6enumeric24 unique values
0 missing
Eig08_AEA.ed.numeric20 unique values
0 missing
Minumeric21 unique values
0 missing
ATSC6inumeric25 unique values
0 missing
Eig08_AEA.ri.numeric19 unique values
0 missing
MLOGPnumeric23 unique values
0 missing
ATSC6mnumeric25 unique values
0 missing
Eig08_EAnumeric17 unique values
0 missing
MLOGP2numeric24 unique values
0 missing
ATSC6pnumeric25 unique values
0 missing
Eig08_EA.bo.numeric21 unique values
0 missing
Mpnumeric22 unique values
0 missing
ATSC6snumeric25 unique values
0 missing
Eig08_EA.ed.numeric19 unique values
0 missing
MPC01numeric16 unique values
0 missing
ATSC6vnumeric25 unique values
0 missing
Eig08_EA.ri.numeric21 unique values
0 missing
MPC02numeric21 unique values
0 missing
ATSC7enumeric25 unique values
0 missing
Eig09_AEA.bo.numeric22 unique values
0 missing
MPC03numeric20 unique values
0 missing
ATSC7inumeric25 unique values
0 missing
Eig09_AEA.dm.numeric22 unique values
0 missing
MPC04numeric18 unique values
0 missing
ATSC7mnumeric25 unique values
0 missing
Eig09_AEA.ed.numeric19 unique values
0 missing
MPC05numeric17 unique values
0 missing
ATSC7pnumeric25 unique values
0 missing
Eig09_AEA.ri.numeric23 unique values
0 missing
MPC06numeric19 unique values
0 missing
ATSC7snumeric25 unique values
0 missing
Eig09_EAnumeric21 unique values
0 missing
MPC07numeric20 unique values
0 missing
ATSC7vnumeric25 unique values
0 missing
Eig09_EA.bo.numeric21 unique values
0 missing
MPC08numeric18 unique values
0 missing
ATSC8enumeric25 unique values
0 missing
Eig09_EA.ed.numeric22 unique values
0 missing
MPC09numeric17 unique values
0 missing
ATSC8inumeric25 unique values
0 missing
Eig09_EA.ri.numeric23 unique values
0 missing
MPC10numeric16 unique values
0 missing
ATSC8mnumeric25 unique values
0 missing
Eig10_AEA.bo.numeric18 unique values
0 missing
MSDnumeric22 unique values
0 missing
ATSC8pnumeric25 unique values
0 missing
Eig10_AEA.dm.numeric22 unique values
0 missing
Mvnumeric22 unique values
0 missing
ATSC8snumeric25 unique values
0 missing
Eig10_AEA.ed.numeric19 unique values
0 missing
MWnumeric24 unique values
0 missing
ATSC8vnumeric25 unique values
0 missing
Eig10_AEA.ri.numeric21 unique values
0 missing
MWC01numeric16 unique values
0 missing
BACnumeric15 unique values
0 missing
Eig10_EAnumeric20 unique values
0 missing
MWC02numeric21 unique values
0 missing
BBInumeric21 unique values
0 missing
Eig10_EA.bo.numeric21 unique values
0 missing
MWC03numeric21 unique values
0 missing
BIC0numeric23 unique values
0 missing
Eig10_EA.dm.numeric3 unique values
0 missing
MWC04numeric21 unique values
0 missing
BIC1numeric24 unique values
0 missing
Eig10_EA.ed.numeric20 unique values
0 missing
MWC05numeric22 unique values
0 missing
BIC2numeric24 unique values
0 missing
Eig10_EA.ri.numeric22 unique values
0 missing
MWC06numeric22 unique values
0 missing
BIC3numeric23 unique values
0 missing
Eig11_AEA.bo.numeric20 unique values
0 missing
MWC07numeric22 unique values
0 missing
BIC4numeric22 unique values
0 missing
Eig11_AEA.dm.numeric21 unique values
0 missing
MWC08numeric22 unique values
0 missing
BIC5numeric22 unique values
0 missing
Eig11_AEA.ed.numeric18 unique values
0 missing
MWC09numeric22 unique values
0 missing
BIDnumeric19 unique values
0 missing
Eig11_AEA.ri.numeric21 unique values
0 missing
MWC10numeric22 unique values
0 missing
BLInumeric25 unique values
0 missing
Eig11_EAnumeric18 unique values
0 missing
N.numeric14 unique values
0 missing
BLTA96numeric23 unique values
0 missing
Eig11_EA.bo.numeric20 unique values
0 missing
N.066numeric2 unique values
0 missing
BLTD48numeric23 unique values
0 missing
Eig11_EA.dm.numeric5 unique values
0 missing
N.069numeric3 unique values
0 missing
BLTF96numeric23 unique values
0 missing
Eig11_EA.ed.numeric20 unique values
0 missing
N.072numeric2 unique values
0 missing
C.numeric19 unique values
0 missing
Eig11_EA.ri.numeric21 unique values
0 missing
N.074numeric2 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig12_AEA.bo.numeric18 unique values
0 missing
N.075numeric3 unique values
0 missing
C.002numeric4 unique values
0 missing
Eig12_AEA.dm.numeric19 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig12_AEA.ed.numeric19 unique values
0 missing
NaaCHnumeric7 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig12_AEA.ri.numeric19 unique values
0 missing
NaaNnumeric3 unique values
0 missing
C.006numeric3 unique values
0 missing
Eig12_EAnumeric17 unique values
0 missing
NaaOnumeric2 unique values
0 missing
C.008numeric3 unique values
0 missing
Eig12_EA.bo.numeric17 unique values
0 missing
NaaSnumeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig12_EA.dm.numeric4 unique values
0 missing
NaasCnumeric8 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig12_EA.ed.numeric17 unique values
0 missing
nABnumeric5 unique values
0 missing
C.016numeric3 unique values
0 missing
Eig12_EA.ri.numeric18 unique values
0 missing
nArCOnumeric2 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig13_AEA.bo.numeric16 unique values
0 missing
nArCOOHnumeric2 unique values
0 missing
C.024numeric7 unique values
0 missing
Eig13_AEA.dm.numeric18 unique values
0 missing
nArNH2numeric2 unique values
0 missing
C.025numeric4 unique values
0 missing
Eig13_AEA.ed.numeric16 unique values
0 missing
nArOHnumeric3 unique values
0 missing
C.026numeric5 unique values
0 missing
Eig13_AEA.ri.numeric17 unique values
0 missing
nArORnumeric3 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig13_EAnumeric14 unique values
0 missing
nArXnumeric2 unique values
0 missing
C.034numeric2 unique values
0 missing
Eig13_EA.bo.numeric17 unique values
0 missing
nATnumeric18 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
nBMnumeric10 unique values
0 missing
C.040numeric3 unique values
0 missing
Eig13_EA.ed.numeric18 unique values
0 missing
nBnznumeric3 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig13_EA.ri.numeric18 unique values
0 missing
nBOnumeric16 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig14_AEA.bo.numeric15 unique values
0 missing
nBTnumeric16 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eig14_AEA.dm.numeric17 unique values
0 missing
nCnumeric12 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eig14_AEA.ed.numeric17 unique values
0 missing
nCarnumeric5 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eig14_AEA.ri.numeric14 unique values
0 missing
nCb.numeric8 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eig14_EAnumeric14 unique values
0 missing
nCbHnumeric7 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig14_EA.bo.numeric16 unique values
0 missing
nCconjnumeric3 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
nCICnumeric3 unique values
0 missing
CATS2D_01_LLnumeric11 unique values
0 missing
Eig14_EA.ed.numeric16 unique values
0 missing
nCIRnumeric4 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig14_EA.ri.numeric16 unique values
0 missing
nCLnumeric2 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
Eig15_AEA.bo.numeric15 unique values
0 missing
nC..N.N2numeric2 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
Eig15_AEA.dm.numeric18 unique values
0 missing
nCpnumeric5 unique values
0 missing
CATS2D_02_APnumeric4 unique values
0 missing
Eig15_AEA.ed.numeric15 unique values
0 missing
nCrsnumeric2 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
Eig15_AEA.ri.numeric16 unique values
0 missing
nCrtnumeric2 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eig15_EAnumeric14 unique values
0 missing
nCsnumeric5 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
Eig15_EA.bo.numeric16 unique values
0 missing
nCsp2numeric9 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
Eig15_EA.dm.numeric5 unique values
0 missing
nCsp3numeric8 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
Eig15_EA.ed.numeric15 unique values
0 missing
nCtnumeric4 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
Eig15_EA.ri.numeric17 unique values
0 missing
nDBnumeric5 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eta_alphanumeric23 unique values
0 missing
NddssSnumeric2 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eta_alpha_Anumeric16 unique values
0 missing
NdOnumeric4 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
Eta_Bnumeric20 unique values
0 missing
NdsCHnumeric3 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
Eta_B_Anumeric16 unique values
0 missing
NdsNnumeric2 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Eta_betanumeric20 unique values
0 missing
NdssCnumeric4 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
Eta_beta_Anumeric22 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
Eta_betaPnumeric13 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
CATS2D_03_DLnumeric8 unique values
0 missing
Eta_betaP_Anumeric20 unique values
0 missing
nHnumeric15 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
Eta_betaSnumeric18 unique values
0 missing
nHAccnumeric8 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
Eta_betaS_Anumeric20 unique values
0 missing
nHDonnumeric5 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
Eta_Cnumeric25 unique values
0 missing
nHetnumeric10 unique values
0 missing
CATS2D_03_PLnumeric4 unique values
0 missing
Eta_C_Anumeric23 unique values
0 missing
nHMnumeric3 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
Eta_epsinumeric24 unique values
0 missing
nIsoxazolesnumeric2 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
Eta_epsi_Anumeric23 unique values
0 missing
nNnumeric5 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
Eta_Fnumeric25 unique values
0 missing
NNRSnumeric3 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
Eta_F_Anumeric25 unique values
0 missing
nOnumeric7 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
Eta_FLnumeric25 unique values
0 missing
nOHpnumeric2 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
Eta_FL_Anumeric21 unique values
0 missing
nR04numeric2 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
Eta_Lnumeric25 unique values
0 missing
nR05numeric3 unique values
0 missing
CATS2D_04_LLnumeric8 unique values
0 missing
Eta_L_Anumeric24 unique values
0 missing
nR06numeric4 unique values
0 missing
CATS2D_04_NLnumeric4 unique values
0 missing
Eta_sh_pnumeric23 unique values
0 missing
nR09numeric3 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
Eta_sh_xnumeric7 unique values
0 missing
nR10numeric2 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
Eta_sh_ynumeric22 unique values
0 missing
nR12numeric2 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
GATS1enumeric24 unique values
0 missing
nRCONH2numeric2 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
GATS1inumeric24 unique values
0 missing
nRCONHRnumeric2 unique values
0 missing
CATS2D_05_DAnumeric6 unique values
0 missing
GATS1mnumeric23 unique values
0 missing
nRCOOHnumeric2 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS1pnumeric24 unique values
0 missing
nRCOORnumeric2 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
GATS1snumeric25 unique values
0 missing
nR.Csnumeric2 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS1vnumeric24 unique values
0 missing
nRNH2numeric2 unique values
0 missing
CATS2D_05_LLnumeric6 unique values
0 missing
GATS2enumeric25 unique values
0 missing
nROHnumeric3 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
GATS2inumeric25 unique values
0 missing
nRORnumeric3 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
GATS2mnumeric25 unique values
0 missing
NRSnumeric3 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS2pnumeric25 unique values
0 missing
nSnumeric3 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
GATS2snumeric23 unique values
0 missing
NsCH3numeric5 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
GATS2vnumeric25 unique values
0 missing
NsClnumeric2 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
GATS3enumeric25 unique values
0 missing
nSKnumeric13 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GATS3inumeric24 unique values
0 missing
NsNH2numeric3 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS3mnumeric25 unique values
0 missing
nSO2Nnumeric2 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
GATS3pnumeric24 unique values
0 missing
nSO3numeric2 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
GATS3snumeric24 unique values
0 missing
NsOHnumeric4 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GATS3vnumeric25 unique values
0 missing
NssCH2numeric5 unique values
0 missing
CATS2D_06_LLnumeric6 unique values
0 missing
GATS4enumeric25 unique values
0 missing
NssNHnumeric2 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
GATS4inumeric25 unique values
0 missing
NssOnumeric4 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
GATS4mnumeric23 unique values
0 missing
NsssCHnumeric5 unique values
0 missing
CATS2D_06_PPnumeric2 unique values
0 missing
GATS4pnumeric22 unique values
0 missing
NssssCnumeric3 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GATS4snumeric25 unique values
0 missing
nXnumeric2 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
GATS4vnumeric25 unique values
0 missing
O.numeric19 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS5enumeric24 unique values
0 missing
O.056numeric2 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS5inumeric25 unique values
0 missing
O.057numeric3 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
GATS5mnumeric24 unique values
0 missing
O.058numeric4 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS5pnumeric24 unique values
0 missing
O.059numeric3 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
GATS5snumeric25 unique values
0 missing
O.060numeric3 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
GATS5vnumeric22 unique values
0 missing
ON0numeric20 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GATS6enumeric25 unique values
0 missing
ON0Vnumeric25 unique values
0 missing
CATS2D_07_LLnumeric7 unique values
0 missing
GATS6inumeric25 unique values
0 missing
ON1numeric22 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
GATS6mnumeric25 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
GATS6pnumeric24 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GATS6snumeric25 unique values
0 missing
CATS2D_08_ALnumeric4 unique values
0 missing
GATS6vnumeric25 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GATS7enumeric25 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
GATS7inumeric25 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
GATS7mnumeric25 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
GATS7pnumeric24 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GATS7snumeric25 unique values
0 missing
CATS2D_08_LLnumeric7 unique values
0 missing
GATS7vnumeric25 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
GATS8enumeric24 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GATS8inumeric21 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
GATS8mnumeric24 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
GATS8pnumeric23 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GATS8snumeric23 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
GATS8vnumeric24 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
GGI1numeric11 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
GGI10numeric8 unique values
0 missing
CATS2D_09_LLnumeric7 unique values
0 missing
GGI2numeric9 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
GGI3numeric19 unique values
0 missing
CENTnumeric22 unique values
0 missing
GGI4numeric20 unique values
0 missing
Chi0_AEA.bo.numeric22 unique values
0 missing
GGI5numeric22 unique values
0 missing
Chi0_AEA.dm.numeric22 unique values
0 missing
GGI6numeric18 unique values
0 missing
Chi0_AEA.ed.numeric22 unique values
0 missing
GGI7numeric16 unique values
0 missing
Chi0_AEA.ri.numeric22 unique values
0 missing
GGI8numeric14 unique values
0 missing
Chi0_EAnumeric22 unique values
0 missing
GGI9numeric11 unique values
0 missing
Chi0_EA.bo.numeric22 unique values
0 missing
GMTInumeric22 unique values
0 missing
Chi0_EA.dm.numeric24 unique values
0 missing
GMTIVnumeric25 unique values
0 missing
Chi0_EA.ed.numeric22 unique values
0 missing
GNarnumeric18 unique values
0 missing
Chi0_EA.ri.numeric25 unique values
0 missing
H.numeric20 unique values
0 missing
Chi1_AEA.bo.numeric22 unique values
0 missing
H.046numeric5 unique values
0 missing
Chi1_AEA.dm.numeric22 unique values
0 missing
H.047numeric10 unique values
0 missing
Chi1_AEA.ed.numeric22 unique values
0 missing
H.050numeric5 unique values
0 missing
Chi1_AEA.ri.numeric22 unique values
0 missing
H.051numeric3 unique values
0 missing
Chi1_EAnumeric22 unique values
0 missing
H.052numeric3 unique values
0 missing
Chi1_EA.bo.numeric22 unique values
0 missing
H.053numeric2 unique values
0 missing
Chi1_EA.dm.numeric25 unique values
0 missing
HDcpxnumeric22 unique values
0 missing
Chi1_EA.ed.numeric21 unique values
0 missing
HNarnumeric20 unique values
0 missing
Chi1_EA.ri.numeric25 unique values
0 missing
HVcpxnumeric20 unique values
0 missing
CIC0numeric24 unique values
0 missing
Hynumeric23 unique values
0 missing
CIC1numeric24 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
CIC2numeric23 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
CIC3numeric24 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
CIC4numeric24 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
CIC5numeric24 unique values
0 missing
IACnumeric24 unique values
0 missing
CIDnumeric22 unique values
0 missing
IC0numeric23 unique values
0 missing
Cl.089numeric2 unique values
0 missing
IC1numeric25 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
27
Number of instances (rows) of the dataset.
NumberOfFeatures
722
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
721
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.15
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
2.85
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
32.21
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.47
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.27
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.72
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
0.18
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
26.74
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.59
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
0.94
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
22.34
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
0.23
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.16
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.58
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
27
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.83
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
10582.11
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
2.99
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
3.45
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.2
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
5.2
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
1.25
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
7444.53
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.75
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.18
Third quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697676
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697676
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697676
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697676
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697676
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697676
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697676
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697676
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697676
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697676
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697676
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1697676
0 runs - estimation_procedure: 50 times Clustering
Define a new task