Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3688

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3688

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL3688 (TID: 11806), and it has 27 rows and 669 features (not including molecule IDs and class feature: molecule_id and pXC50). The features represent Molecular Descriptors which were generated from SMILES strings. Missing value imputation was applied to this dataset (By choosing the Median). Feature selection was also applied.

671 features

pXC50 (target)numeric27 unique values
0 missing
molecule_id (row identifier)nominal27 unique values
0 missing
CIC1numeric22 unique values
0 missing
I.099numeric2 unique values
0 missing
GNarnumeric19 unique values
0 missing
CIC2numeric20 unique values
0 missing
I.100numeric2 unique values
0 missing
X0Anumeric12 unique values
0 missing
CIC3numeric20 unique values
0 missing
IACnumeric22 unique values
0 missing
ATSC4snumeric27 unique values
0 missing
CIC4numeric20 unique values
0 missing
IC0numeric22 unique values
0 missing
ATS6mnumeric27 unique values
0 missing
CIC5numeric20 unique values
0 missing
IC1numeric21 unique values
0 missing
ZM2Madnumeric26 unique values
0 missing
CIDnumeric20 unique values
0 missing
IC2numeric20 unique values
0 missing
MATS4snumeric23 unique values
0 missing
Cl.089numeric2 unique values
0 missing
IC3numeric20 unique values
0 missing
MCDnumeric15 unique values
0 missing
Cl.090numeric2 unique values
0 missing
IC4numeric20 unique values
0 missing
GATS8snumeric27 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IC5numeric20 unique values
0 missing
BACnumeric15 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ICRnumeric22 unique values
0 missing
X5vnumeric26 unique values
0 missing
cRo5numeric2 unique values
0 missing
IDDEnumeric20 unique values
0 missing
P_VSA_MR_7numeric9 unique values
0 missing
CSInumeric22 unique values
0 missing
IDDMnumeric20 unique values
0 missing
LOCnumeric20 unique values
0 missing
DBInumeric17 unique values
0 missing
IDEnumeric22 unique values
0 missing
PDInumeric22 unique values
0 missing
D.Dtr03numeric18 unique values
0 missing
IDETnumeric22 unique values
0 missing
AACnumeric22 unique values
0 missing
D.Dtr05numeric22 unique values
0 missing
IDMnumeric22 unique values
0 missing
AECCnumeric22 unique values
0 missing
D.Dtr06numeric22 unique values
0 missing
IDMTnumeric22 unique values
0 missing
ALOGPnumeric27 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
Infective.80numeric2 unique values
0 missing
ALOGP2numeric27 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
AMRnumeric27 unique values
0 missing
D.Dtr09numeric22 unique values
0 missing
ISIZnumeric16 unique values
0 missing
AMWnumeric24 unique values
0 missing
DECCnumeric22 unique values
0 missing
IVDEnumeric20 unique values
0 missing
ARRnumeric17 unique values
0 missing
DELSnumeric27 unique values
0 missing
IVDMnumeric20 unique values
0 missing
ATS1enumeric24 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI1numeric16 unique values
0 missing
ATS1inumeric24 unique values
0 missing
DLS_01numeric4 unique values
0 missing
JGI10numeric7 unique values
0 missing
ATS1mnumeric23 unique values
0 missing
DLS_02numeric5 unique values
0 missing
JGI2numeric16 unique values
0 missing
ATS1pnumeric23 unique values
0 missing
DLS_03numeric5 unique values
0 missing
JGI3numeric15 unique values
0 missing
ATS1snumeric23 unique values
0 missing
DLS_04numeric5 unique values
0 missing
JGI4numeric14 unique values
0 missing
ATS1vnumeric24 unique values
0 missing
DLS_05numeric2 unique values
0 missing
JGI5numeric11 unique values
0 missing
ATS2enumeric27 unique values
0 missing
DLS_06numeric6 unique values
0 missing
JGI6numeric9 unique values
0 missing
ATS2inumeric26 unique values
0 missing
DLS_07numeric3 unique values
0 missing
JGI7numeric7 unique values
0 missing
ATS2mnumeric25 unique values
0 missing
DLS_consnumeric15 unique values
0 missing
JGI8numeric6 unique values
0 missing
ATS2pnumeric26 unique values
0 missing
Dznumeric21 unique values
0 missing
JGI9numeric5 unique values
0 missing
ATS2snumeric26 unique values
0 missing
ECCnumeric21 unique values
0 missing
JGTnumeric20 unique values
0 missing
ATS2vnumeric27 unique values
0 missing
Eig01_AEA.bo.numeric6 unique values
0 missing
LLS_01numeric3 unique values
0 missing
ATS3enumeric27 unique values
0 missing
Eig01_AEA.dm.numeric6 unique values
0 missing
LLS_02numeric6 unique values
0 missing
ATS3inumeric26 unique values
0 missing
Eig01_AEA.ed.numeric6 unique values
0 missing
LPRSnumeric22 unique values
0 missing
ATS3mnumeric27 unique values
0 missing
Eig01_AEA.ri.numeric6 unique values
0 missing
MATS1enumeric22 unique values
0 missing
ATS3pnumeric27 unique values
0 missing
Eig01_EAnumeric6 unique values
0 missing
MATS1inumeric23 unique values
0 missing
ATS3snumeric27 unique values
0 missing
Eig01_EA.bo.numeric9 unique values
0 missing
MATS1mnumeric20 unique values
0 missing
ATS3vnumeric27 unique values
0 missing
Eig01_EA.dm.numeric8 unique values
0 missing
MATS1pnumeric22 unique values
0 missing
ATS4enumeric27 unique values
0 missing
Eig01_EA.ed.numeric6 unique values
0 missing
MATS1snumeric17 unique values
0 missing
ATS4inumeric26 unique values
0 missing
Eig01_EA.ri.numeric6 unique values
0 missing
MATS1vnumeric20 unique values
0 missing
ATS4mnumeric26 unique values
0 missing
Eig02_AEA.bo.numeric14 unique values
0 missing
MATS2enumeric27 unique values
0 missing
ATS4pnumeric26 unique values
0 missing
Eig02_AEA.dm.numeric19 unique values
0 missing
MATS2inumeric25 unique values
0 missing
ATS4snumeric27 unique values
0 missing
Eig02_AEA.ed.numeric8 unique values
0 missing
MATS2mnumeric24 unique values
0 missing
ATS4vnumeric27 unique values
0 missing
Eig02_AEA.ri.numeric14 unique values
0 missing
MATS2pnumeric24 unique values
0 missing
ATS5enumeric26 unique values
0 missing
Eig02_EAnumeric12 unique values
0 missing
MATS2snumeric24 unique values
0 missing
ATS5inumeric27 unique values
0 missing
Eig02_EA.bo.numeric7 unique values
0 missing
MATS2vnumeric26 unique values
0 missing
ATS5mnumeric27 unique values
0 missing
Eig02_EA.dm.numeric10 unique values
0 missing
MATS3enumeric27 unique values
0 missing
ATS5pnumeric26 unique values
0 missing
Eig02_EA.ed.numeric10 unique values
0 missing
MATS3inumeric25 unique values
0 missing
ATS5snumeric27 unique values
0 missing
Eig02_EA.ri.numeric16 unique values
0 missing
MATS3mnumeric26 unique values
0 missing
ATS5vnumeric27 unique values
0 missing
Eig03_AEA.bo.numeric16 unique values
0 missing
MATS3pnumeric24 unique values
0 missing
ATS6enumeric26 unique values
0 missing
Eig03_AEA.dm.numeric20 unique values
0 missing
MATS3snumeric24 unique values
0 missing
ATS6inumeric26 unique values
0 missing
Eig03_AEA.ed.numeric11 unique values
0 missing
MATS3vnumeric22 unique values
0 missing
ATS6pnumeric27 unique values
0 missing
Eig03_AEA.ri.numeric19 unique values
0 missing
MATS4enumeric21 unique values
0 missing
ATS6snumeric26 unique values
0 missing
Eig03_EAnumeric14 unique values
0 missing
MATS4inumeric23 unique values
0 missing
ATS6vnumeric27 unique values
0 missing
Eig03_EA.bo.numeric13 unique values
0 missing
MATS4mnumeric25 unique values
0 missing
ATS7enumeric27 unique values
0 missing
Eig03_EA.dm.numeric7 unique values
0 missing
MATS4pnumeric24 unique values
0 missing
ATS7inumeric26 unique values
0 missing
Eig03_EA.ed.numeric13 unique values
0 missing
MATS4vnumeric24 unique values
0 missing
ATS7mnumeric27 unique values
0 missing
Eig03_EA.ri.numeric20 unique values
0 missing
MATS5enumeric27 unique values
0 missing
ATS7pnumeric27 unique values
0 missing
Eig04_AEA.bo.numeric14 unique values
0 missing
MATS5inumeric23 unique values
0 missing
ATS7snumeric27 unique values
0 missing
Eig04_AEA.dm.numeric21 unique values
0 missing
MATS5mnumeric24 unique values
0 missing
ATS7vnumeric27 unique values
0 missing
Eig04_AEA.ed.numeric12 unique values
0 missing
MATS5pnumeric26 unique values
0 missing
ATS8enumeric27 unique values
0 missing
Eig04_AEA.ri.numeric20 unique values
0 missing
MATS5snumeric25 unique values
0 missing
ATS8inumeric25 unique values
0 missing
Eig04_EAnumeric17 unique values
0 missing
MATS5vnumeric26 unique values
0 missing
ATS8mnumeric27 unique values
0 missing
Eig04_EA.bo.numeric16 unique values
0 missing
MATS6enumeric26 unique values
0 missing
ATS8pnumeric27 unique values
0 missing
Eig04_EA.dm.numeric6 unique values
0 missing
MATS6inumeric24 unique values
0 missing
ATS8snumeric26 unique values
0 missing
Eig04_EA.ed.numeric14 unique values
0 missing
MATS6mnumeric22 unique values
0 missing
ATS8vnumeric26 unique values
0 missing
Eig04_EA.ri.numeric21 unique values
0 missing
MATS6pnumeric23 unique values
0 missing
ATSC1enumeric21 unique values
0 missing
Eig05_AEA.bo.numeric20 unique values
0 missing
MATS6snumeric23 unique values
0 missing
ATSC1inumeric24 unique values
0 missing
Eig05_AEA.dm.numeric19 unique values
0 missing
MATS6vnumeric24 unique values
0 missing
ATSC1mnumeric24 unique values
0 missing
Eig05_AEA.ed.numeric14 unique values
0 missing
MATS7enumeric24 unique values
0 missing
ATSC1pnumeric24 unique values
0 missing
Eig05_AEA.ri.numeric24 unique values
0 missing
MATS7inumeric24 unique values
0 missing
ATSC1snumeric24 unique values
0 missing
Eig05_EAnumeric20 unique values
0 missing
MATS7mnumeric26 unique values
0 missing
ATSC1vnumeric24 unique values
0 missing
Eig05_EA.bo.numeric20 unique values
0 missing
MATS7pnumeric26 unique values
0 missing
ATSC2enumeric27 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
MATS7snumeric23 unique values
0 missing
ATSC2inumeric27 unique values
0 missing
Eig05_EA.ed.numeric15 unique values
0 missing
MATS7vnumeric27 unique values
0 missing
ATSC2mnumeric27 unique values
0 missing
Eig05_EA.ri.numeric25 unique values
0 missing
MATS8enumeric27 unique values
0 missing
ATSC2pnumeric27 unique values
0 missing
Eig06_AEA.bo.numeric18 unique values
0 missing
MATS8inumeric25 unique values
0 missing
ATSC2snumeric27 unique values
0 missing
Eig06_AEA.dm.numeric23 unique values
0 missing
MATS8mnumeric25 unique values
0 missing
ATSC2vnumeric27 unique values
0 missing
Eig06_AEA.ed.numeric15 unique values
0 missing
MATS8pnumeric26 unique values
0 missing
ATSC3enumeric27 unique values
0 missing
Eig06_AEA.ri.numeric25 unique values
0 missing
MATS8snumeric23 unique values
0 missing
ATSC3inumeric27 unique values
0 missing
Eig06_EAnumeric20 unique values
0 missing
MATS8vnumeric25 unique values
0 missing
ATSC3mnumeric27 unique values
0 missing
Eig06_EA.bo.numeric19 unique values
0 missing
MAXDNnumeric25 unique values
0 missing
ATSC3pnumeric27 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
MAXDPnumeric26 unique values
0 missing
ATSC3snumeric27 unique values
0 missing
Eig06_EA.ed.numeric16 unique values
0 missing
MDDDnumeric22 unique values
0 missing
ATSC3vnumeric27 unique values
0 missing
Eig06_EA.ri.numeric26 unique values
0 missing
Menumeric16 unique values
0 missing
ATSC4enumeric27 unique values
0 missing
Eig07_AEA.bo.numeric19 unique values
0 missing
Minumeric14 unique values
0 missing
ATSC4inumeric26 unique values
0 missing
Eig07_AEA.dm.numeric23 unique values
0 missing
MLOGPnumeric22 unique values
0 missing
ATSC4mnumeric27 unique values
0 missing
Eig07_AEA.ed.numeric15 unique values
0 missing
MLOGP2numeric22 unique values
0 missing
ATSC4pnumeric27 unique values
0 missing
Eig07_AEA.ri.numeric22 unique values
0 missing
Mpnumeric20 unique values
0 missing
ATSC4vnumeric27 unique values
0 missing
Eig07_EAnumeric20 unique values
0 missing
MPC01numeric17 unique values
0 missing
ATSC5enumeric27 unique values
0 missing
Eig07_EA.bo.numeric18 unique values
0 missing
MPC02numeric15 unique values
0 missing
ATSC5inumeric27 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
MPC03numeric16 unique values
0 missing
ATSC5mnumeric27 unique values
0 missing
Eig07_EA.ed.numeric19 unique values
0 missing
MPC04numeric19 unique values
0 missing
ATSC5pnumeric27 unique values
0 missing
Eig07_EA.ri.numeric23 unique values
0 missing
MPC05numeric19 unique values
0 missing
ATSC5snumeric27 unique values
0 missing
Eig08_AEA.bo.numeric16 unique values
0 missing
MPC06numeric21 unique values
0 missing
ATSC5vnumeric27 unique values
0 missing
Eig08_AEA.dm.numeric23 unique values
0 missing
MPC07numeric21 unique values
0 missing
ATSC6enumeric26 unique values
0 missing
Eig08_AEA.ed.numeric15 unique values
0 missing
MPC08numeric20 unique values
0 missing
ATSC6inumeric26 unique values
0 missing
Eig08_AEA.ri.numeric22 unique values
0 missing
MPC09numeric20 unique values
0 missing
ATSC6mnumeric27 unique values
0 missing
Eig08_EAnumeric18 unique values
0 missing
MPC10numeric22 unique values
0 missing
ATSC6pnumeric27 unique values
0 missing
Eig08_EA.bo.numeric14 unique values
0 missing
MSDnumeric22 unique values
0 missing
ATSC6snumeric27 unique values
0 missing
Eig08_EA.ed.numeric18 unique values
0 missing
Mvnumeric21 unique values
0 missing
ATSC6vnumeric27 unique values
0 missing
Eig08_EA.ri.numeric23 unique values
0 missing
MWnumeric24 unique values
0 missing
ATSC7enumeric27 unique values
0 missing
Eig09_AEA.bo.numeric17 unique values
0 missing
MWC01numeric17 unique values
0 missing
ATSC7inumeric27 unique values
0 missing
Eig09_AEA.dm.numeric22 unique values
0 missing
MWC02numeric18 unique values
0 missing
ATSC7mnumeric27 unique values
0 missing
Eig09_AEA.ed.numeric15 unique values
0 missing
MWC03numeric20 unique values
0 missing
ATSC7pnumeric27 unique values
0 missing
Eig09_AEA.ri.numeric19 unique values
0 missing
MWC04numeric20 unique values
0 missing
ATSC7snumeric27 unique values
0 missing
Eig09_EAnumeric16 unique values
0 missing
MWC05numeric22 unique values
0 missing
ATSC7vnumeric27 unique values
0 missing
Eig09_EA.bo.numeric18 unique values
0 missing
MWC06numeric21 unique values
0 missing
ATSC8enumeric27 unique values
0 missing
Eig09_EA.ed.numeric16 unique values
0 missing
MWC07numeric21 unique values
0 missing
ATSC8inumeric27 unique values
0 missing
Eig09_EA.ri.numeric22 unique values
0 missing
MWC08numeric21 unique values
0 missing
ATSC8mnumeric27 unique values
0 missing
Eig10_AEA.bo.numeric17 unique values
0 missing
MWC09numeric22 unique values
0 missing
ATSC8pnumeric27 unique values
0 missing
Eig10_AEA.dm.numeric20 unique values
0 missing
MWC10numeric21 unique values
0 missing
ATSC8snumeric27 unique values
0 missing
Eig10_AEA.ed.numeric17 unique values
0 missing
N.numeric17 unique values
0 missing
ATSC8vnumeric27 unique values
0 missing
Eig10_AEA.ri.numeric20 unique values
0 missing
N.066numeric2 unique values
0 missing
BBInumeric15 unique values
0 missing
Eig10_EAnumeric18 unique values
0 missing
N.069numeric2 unique values
0 missing
BIC0numeric22 unique values
0 missing
Eig10_EA.bo.numeric17 unique values
0 missing
N.070numeric2 unique values
0 missing
BIC1numeric22 unique values
0 missing
Eig10_EA.ed.numeric17 unique values
0 missing
N.072numeric3 unique values
0 missing
BIC2numeric17 unique values
0 missing
Eig10_EA.ri.numeric21 unique values
0 missing
N.074numeric2 unique values
0 missing
BIC3numeric17 unique values
0 missing
Eig11_AEA.bo.numeric16 unique values
0 missing
N.075numeric2 unique values
0 missing
BIC4numeric18 unique values
0 missing
Eig11_AEA.dm.numeric20 unique values
0 missing
NaaaCnumeric3 unique values
0 missing
BIC5numeric18 unique values
0 missing
Eig11_AEA.ed.numeric18 unique values
0 missing
NaaCHnumeric7 unique values
0 missing
BIDnumeric17 unique values
0 missing
Eig11_AEA.ri.numeric21 unique values
0 missing
NaaNnumeric2 unique values
0 missing
BLInumeric22 unique values
0 missing
Eig11_EAnumeric18 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
BLTA96numeric22 unique values
0 missing
Eig11_EA.bo.numeric18 unique values
0 missing
NaasCnumeric5 unique values
0 missing
BLTD48numeric20 unique values
0 missing
Eig11_EA.ed.numeric22 unique values
0 missing
NaasNnumeric2 unique values
0 missing
BLTF96numeric21 unique values
0 missing
Eig11_EA.ri.numeric22 unique values
0 missing
nABnumeric4 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig12_AEA.bo.numeric20 unique values
0 missing
nArNH2numeric2 unique values
0 missing
C.numeric19 unique values
0 missing
Eig12_AEA.dm.numeric23 unique values
0 missing
nArNHOnumeric2 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig12_AEA.ed.numeric17 unique values
0 missing
nArNHRnumeric2 unique values
0 missing
C.002numeric6 unique values
0 missing
Eig12_AEA.ri.numeric23 unique values
0 missing
nArORnumeric2 unique values
0 missing
C.003numeric4 unique values
0 missing
Eig12_EAnumeric19 unique values
0 missing
nArXnumeric3 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig12_EA.bo.numeric21 unique values
0 missing
nATnumeric16 unique values
0 missing
C.005numeric5 unique values
0 missing
Eig12_EA.ed.numeric22 unique values
0 missing
nBMnumeric8 unique values
0 missing
C.006numeric4 unique values
0 missing
Eig12_EA.ri.numeric23 unique values
0 missing
nBnznumeric3 unique values
0 missing
C.008numeric4 unique values
0 missing
Eig13_AEA.bo.numeric22 unique values
0 missing
nBOnumeric17 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig13_AEA.dm.numeric21 unique values
0 missing
nBRnumeric2 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig13_AEA.ed.numeric19 unique values
0 missing
nBTnumeric18 unique values
0 missing
C.021numeric2 unique values
0 missing
Eig13_AEA.ri.numeric25 unique values
0 missing
nCnumeric11 unique values
0 missing
C.022numeric3 unique values
0 missing
Eig13_EAnumeric22 unique values
0 missing
nCarnumeric5 unique values
0 missing
C.023numeric2 unique values
0 missing
Eig13_EA.bo.numeric22 unique values
0 missing
nCb.numeric5 unique values
0 missing
C.024numeric6 unique values
0 missing
Eig13_EA.ed.numeric22 unique values
0 missing
nCbHnumeric6 unique values
0 missing
C.025numeric3 unique values
0 missing
Eig13_EA.ri.numeric26 unique values
0 missing
nCconjnumeric4 unique values
0 missing
C.026numeric3 unique values
0 missing
Eig14_AEA.bo.numeric22 unique values
0 missing
nCICnumeric3 unique values
0 missing
C.029numeric2 unique values
0 missing
Eig14_AEA.dm.numeric20 unique values
0 missing
nCIRnumeric5 unique values
0 missing
C.030numeric2 unique values
0 missing
Eig14_AEA.ed.numeric17 unique values
0 missing
nCLnumeric3 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig14_AEA.ri.numeric24 unique values
0 missing
nC.N.N.numeric2 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig14_EAnumeric22 unique values
0 missing
nCONNnumeric2 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig14_EA.bo.numeric22 unique values
0 missing
nCpnumeric3 unique values
0 missing
C.034numeric2 unique values
0 missing
Eig14_EA.ed.numeric22 unique values
0 missing
nCqnumeric2 unique values
0 missing
C.035numeric2 unique values
0 missing
Eig14_EA.ri.numeric24 unique values
0 missing
nCrqnumeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig15_AEA.bo.numeric19 unique values
0 missing
nCrsnumeric5 unique values
0 missing
C.040numeric3 unique values
0 missing
Eig15_AEA.dm.numeric24 unique values
0 missing
nCrtnumeric4 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig15_AEA.ed.numeric18 unique values
0 missing
nCsnumeric6 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig15_AEA.ri.numeric21 unique values
0 missing
nCspnumeric2 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig15_EAnumeric18 unique values
0 missing
nCsp2numeric7 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eig15_EA.bo.numeric21 unique values
0 missing
nCsp3numeric11 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eig15_EA.ed.numeric22 unique values
0 missing
nCtnumeric4 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eig15_EA.ri.numeric19 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
Eta_alphanumeric22 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eta_alpha_Anumeric16 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eta_Bnumeric15 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_B_Anumeric11 unique values
0 missing
CATS2D_01_LLnumeric11 unique values
0 missing
Eta_betanumeric20 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_beta_Anumeric22 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
Eta_betaPnumeric11 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
Eta_betaP_Anumeric17 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
Eta_betaSnumeric19 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
Eta_betaS_Anumeric19 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
Eta_Cnumeric27 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eta_C_Anumeric26 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
Eta_epsinumeric24 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
Eta_epsi_Anumeric22 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
Eta_Fnumeric27 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
Eta_F_Anumeric25 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
Eta_FLnumeric27 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
Eta_FL_Anumeric18 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
Eta_Lnumeric27 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
Eta_L_Anumeric19 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
Eta_sh_pnumeric24 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
Eta_sh_xnumeric14 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
Eta_sh_ynumeric22 unique values
0 missing
CATS2D_04_ALnumeric11 unique values
0 missing
GATS1enumeric24 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
GATS1inumeric24 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
GATS1mnumeric23 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS1pnumeric24 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
GATS1snumeric22 unique values
0 missing
CATS2D_04_LLnumeric7 unique values
0 missing
GATS1vnumeric24 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
GATS2enumeric27 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS2inumeric25 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
GATS2mnumeric26 unique values
0 missing
CATS2D_05_ALnumeric10 unique values
0 missing
GATS2pnumeric26 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
GATS2snumeric25 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS2vnumeric26 unique values
0 missing
CATS2D_05_DAnumeric5 unique values
0 missing
GATS3enumeric26 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS3inumeric27 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
GATS3mnumeric25 unique values
0 missing
CATS2D_05_LLnumeric6 unique values
0 missing
GATS3pnumeric26 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS3snumeric26 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS3vnumeric26 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS4enumeric26 unique values
0 missing
CATS2D_06_ALnumeric10 unique values
0 missing
GATS4inumeric24 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
GATS4mnumeric25 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
GATS4pnumeric26 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
GATS4snumeric27 unique values
0 missing
CATS2D_06_LLnumeric7 unique values
0 missing
GATS4vnumeric23 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GATS5enumeric26 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GATS5inumeric23 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
GATS5mnumeric25 unique values
0 missing
CATS2D_07_ALnumeric11 unique values
0 missing
GATS5pnumeric26 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS5snumeric25 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GATS5vnumeric24 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS6enumeric27 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
GATS6inumeric26 unique values
0 missing
CATS2D_07_LLnumeric8 unique values
0 missing
GATS6mnumeric26 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
GATS6pnumeric26 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GATS6snumeric27 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
GATS6vnumeric25 unique values
0 missing
CATS2D_08_ALnumeric11 unique values
0 missing
GATS7enumeric27 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GATS7inumeric27 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
GATS7mnumeric26 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
GATS7pnumeric27 unique values
0 missing
CATS2D_08_DLnumeric6 unique values
0 missing
GATS7snumeric27 unique values
0 missing
CATS2D_08_LLnumeric9 unique values
0 missing
GATS7vnumeric25 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
GATS8enumeric26 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
GATS8inumeric22 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
GATS8mnumeric26 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
GATS8pnumeric27 unique values
0 missing
CATS2D_09_ANnumeric3 unique values
0 missing
GATS8vnumeric24 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
GGI1numeric12 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GGI10numeric20 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
GGI2numeric10 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
GGI3numeric12 unique values
0 missing
CATS2D_09_LLnumeric10 unique values
0 missing
GGI4numeric16 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
GGI5numeric16 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
GGI6numeric17 unique values
0 missing
CENTnumeric22 unique values
0 missing
GGI7numeric18 unique values
0 missing
Chi0_AEA.bo.numeric20 unique values
0 missing
GGI8numeric18 unique values
0 missing
Chi0_AEA.dm.numeric20 unique values
0 missing
GGI9numeric19 unique values
0 missing
Chi0_AEA.ed.numeric20 unique values
0 missing
GMTInumeric22 unique values
0 missing
Chi0_AEA.ri.numeric20 unique values
0 missing
GMTIVnumeric23 unique values
0 missing
Chi0_EAnumeric20 unique values
0 missing
H.numeric17 unique values
0 missing
Chi0_EA.bo.numeric21 unique values
0 missing
H.046numeric5 unique values
0 missing
Chi0_EA.dm.numeric23 unique values
0 missing
H.047numeric9 unique values
0 missing
Chi0_EA.ed.numeric22 unique values
0 missing
H.048numeric2 unique values
0 missing
Chi0_EA.ri.numeric27 unique values
0 missing
H.049numeric3 unique values
0 missing
Chi1_AEA.bo.numeric20 unique values
0 missing
H.050numeric5 unique values
0 missing
Chi1_AEA.dm.numeric20 unique values
0 missing
H.051numeric3 unique values
0 missing
Chi1_AEA.ed.numeric20 unique values
0 missing
H.052numeric4 unique values
0 missing
Chi1_AEA.ri.numeric20 unique values
0 missing
H.053numeric2 unique values
0 missing
Chi1_EAnumeric20 unique values
0 missing
HDcpxnumeric22 unique values
0 missing
Chi1_EA.bo.numeric21 unique values
0 missing
HNarnumeric20 unique values
0 missing
Chi1_EA.dm.numeric25 unique values
0 missing
HVcpxnumeric22 unique values
0 missing
Chi1_EA.ed.numeric22 unique values
0 missing
Hynumeric20 unique values
0 missing
Chi1_EA.ri.numeric27 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
CIC0numeric22 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
27
Number of instances (rows) of the dataset.
NumberOfFeatures
671
Number of attributes (columns) of the dataset.
NumberOfClasses
0
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
670
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
27
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.88
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3KurtosisOfNumericAtts
3.79
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
50477.11
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.
Quartile3MeansOfNumericAtts
4.99
Third quartile of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.85
Percentage of numeric attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.2
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.15
Percentage of nominal attributes.
Quartile3SkewnessOfNumericAtts
0.78
Third quartile of skewness among attributes of the numeric type.
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.
Quartile3StdDevOfNumericAtts
0.79
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
23683.32
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.19
First quartile of kurtosis among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.63
First quartile of means among attributes of the numeric type.
MeanKurtosisOfNumericAtts
3.35
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
165.96
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.92
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.09
Average class difference between consecutive instances.
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.
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
24.85
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
1.28
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
0.13
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.81
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
79.04
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
-0.16
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.28
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.16
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3688
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3688
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3688
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3688
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3688
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3688
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3688
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3688
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3688
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3688
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3688
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3688
0 runs - estimation_procedure: 50 times Clustering
Define a new task