Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4316

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4316

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: CHEMBL4316 (TID: 12823), and it has 12 rows and 627 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.

629 features

pXC50 (target)numeric11 unique values
0 missing
molecule_id (row identifier)nominal12 unique values
0 missing
C.044numeric2 unique values
0 missing
GATS8inumeric12 unique values
0 missing
BIC3numeric10 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GATS8pnumeric12 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
CATS2D_01_LLnumeric9 unique values
0 missing
GATS8snumeric12 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
GATS8vnumeric11 unique values
0 missing
CATS2D_07_LLnumeric9 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GGI1numeric9 unique values
0 missing
Eig02_AEA.dm.numeric11 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
GGI2numeric10 unique values
0 missing
Eig04_AEA.dm.numeric12 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
GGI3numeric11 unique values
0 missing
Eig05_AEA.dm.numeric11 unique values
0 missing
CATS2D_03_AAnumeric5 unique values
0 missing
GGI4numeric11 unique values
0 missing
Eig06_EAnumeric10 unique values
0 missing
CATS2D_03_ALnumeric9 unique values
0 missing
GGI5numeric10 unique values
0 missing
Eig07_AEA.ri.numeric12 unique values
0 missing
CATS2D_03_DAnumeric5 unique values
0 missing
GGI6numeric11 unique values
0 missing
Eig07_EA.ri.numeric12 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GGI7numeric11 unique values
0 missing
Eig08_AEA.dm.numeric11 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
GGI9numeric11 unique values
0 missing
Eig08_EA.ri.numeric9 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
GMTInumeric11 unique values
0 missing
GATS2enumeric12 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GMTIVnumeric12 unique values
0 missing
GATS3enumeric12 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
GNarnumeric11 unique values
0 missing
GATS3snumeric12 unique values
0 missing
CATS2D_04_DAnumeric6 unique values
0 missing
H.numeric12 unique values
0 missing
GATS3vnumeric12 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
H.046numeric9 unique values
0 missing
GATS4inumeric12 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
H.047numeric6 unique values
0 missing
GATS5mnumeric12 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
H.048numeric2 unique values
0 missing
GATS6mnumeric12 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
H.049numeric2 unique values
0 missing
GATS6pnumeric12 unique values
0 missing
CATS2D_05_ALnumeric8 unique values
0 missing
H.050numeric5 unique values
0 missing
GATS6vnumeric12 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
H.051numeric4 unique values
0 missing
GATS8enumeric12 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
H.052numeric4 unique values
0 missing
GATS8mnumeric12 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
HDcpxnumeric10 unique values
0 missing
IACnumeric12 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
HNarnumeric11 unique values
0 missing
JGI8numeric6 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
HVcpxnumeric11 unique values
0 missing
MATS2snumeric12 unique values
0 missing
CATS2D_06_DLnumeric7 unique values
0 missing
Hynumeric12 unique values
0 missing
MATS3pnumeric11 unique values
0 missing
CATS2D_06_LLnumeric10 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
MATS3vnumeric12 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
MATS5enumeric12 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
IC0numeric12 unique values
0 missing
MATS6enumeric12 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
IC1numeric12 unique values
0 missing
MATS8enumeric12 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
IC2numeric11 unique values
0 missing
nArORnumeric3 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
IC3numeric12 unique values
0 missing
O.060numeric3 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
IC4numeric12 unique values
0 missing
P_VSA_LogP_3numeric9 unique values
0 missing
CATS2D_08_ALnumeric7 unique values
0 missing
IC5numeric12 unique values
0 missing
P_VSA_s_3numeric11 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
ICRnumeric11 unique values
0 missing
SM13_EA.bo.numeric11 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
IDDEnumeric10 unique values
0 missing
SM14_AEA.bo.numeric10 unique values
0 missing
CATS2D_08_DLnumeric8 unique values
0 missing
IDDMnumeric11 unique values
0 missing
SM14_EA.bo.numeric11 unique values
0 missing
CATS2D_08_LLnumeric9 unique values
0 missing
IDEnumeric11 unique values
0 missing
SM15_EA.bo.numeric11 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
IDETnumeric11 unique values
0 missing
SpMAD_AEA.dm.numeric11 unique values
0 missing
CATS2D_09_ALnumeric7 unique values
0 missing
IDMnumeric11 unique values
0 missing
SpMAD_AEA.ed.numeric10 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
IDMTnumeric11 unique values
0 missing
SpMax3_Bh.p.numeric10 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
Infective.80numeric2 unique values
0 missing
SpMax3_Bh.v.numeric11 unique values
0 missing
CATS2D_09_DLnumeric6 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
SpMaxA_AEA.ed.numeric11 unique values
0 missing
CATS2D_09_LLnumeric7 unique values
0 missing
ISIZnumeric10 unique values
0 missing
SpMaxA_AEA.ri.numeric11 unique values
0 missing
CENTnumeric11 unique values
0 missing
IVDEnumeric11 unique values
0 missing
SpMaxA_EAnumeric11 unique values
0 missing
Chi0_AEA.bo.numeric11 unique values
0 missing
IVDMnumeric11 unique values
0 missing
SpMaxA_EA.ed.numeric11 unique values
0 missing
Chi0_AEA.dm.numeric11 unique values
0 missing
JGI1numeric10 unique values
0 missing
SpMaxA_EA.ri.numeric10 unique values
0 missing
Chi0_AEA.ed.numeric11 unique values
0 missing
JGI10numeric4 unique values
0 missing
SpMin1_Bh.i.numeric10 unique values
0 missing
Chi0_AEA.ri.numeric11 unique values
0 missing
JGI3numeric8 unique values
0 missing
SsClnumeric4 unique values
0 missing
Chi0_EAnumeric11 unique values
0 missing
JGI4numeric8 unique values
0 missing
TIC0numeric12 unique values
0 missing
Chi0_EA.bo.numeric11 unique values
0 missing
JGI5numeric8 unique values
0 missing
X0Avnumeric12 unique values
0 missing
Chi0_EA.dm.numeric12 unique values
0 missing
JGI6numeric6 unique values
0 missing
X3Avnumeric10 unique values
0 missing
Chi0_EA.ed.numeric11 unique values
0 missing
JGI7numeric7 unique values
0 missing
X4Avnumeric10 unique values
0 missing
Chi0_EA.ri.numeric12 unique values
0 missing
JGI9numeric4 unique values
0 missing
X5Avnumeric7 unique values
0 missing
Chi1_AEA.bo.numeric11 unique values
0 missing
JGTnumeric11 unique values
0 missing
X5vnumeric12 unique values
0 missing
Chi1_AEA.dm.numeric11 unique values
0 missing
LLS_02numeric4 unique values
0 missing
C.024numeric6 unique values
0 missing
Chi1_AEA.ed.numeric11 unique values
0 missing
LOCnumeric11 unique values
0 missing
NaaCHnumeric5 unique values
0 missing
Chi1_AEA.ri.numeric11 unique values
0 missing
LPRSnumeric11 unique values
0 missing
GATS3pnumeric12 unique values
0 missing
Chi1_EAnumeric11 unique values
0 missing
MATS1enumeric12 unique values
0 missing
Minumeric9 unique values
0 missing
Chi1_EA.bo.numeric11 unique values
0 missing
MATS1inumeric12 unique values
0 missing
nCsp2numeric6 unique values
0 missing
Chi1_EA.dm.numeric12 unique values
0 missing
MATS1mnumeric11 unique values
0 missing
nCbHnumeric6 unique values
0 missing
Chi1_EA.ed.numeric11 unique values
0 missing
MATS1pnumeric12 unique values
0 missing
Eig07_AEA.bo.numeric11 unique values
0 missing
Chi1_EA.ri.numeric12 unique values
0 missing
MATS1snumeric11 unique values
0 missing
Eig07_EA.bo.numeric11 unique values
0 missing
CIC0numeric12 unique values
0 missing
MATS1vnumeric12 unique values
0 missing
MATS7pnumeric12 unique values
0 missing
CIC1numeric12 unique values
0 missing
MATS2enumeric12 unique values
0 missing
MATS7vnumeric11 unique values
0 missing
CIC2numeric12 unique values
0 missing
MATS2inumeric12 unique values
0 missing
PCDnumeric11 unique values
0 missing
CIC3numeric12 unique values
0 missing
MATS2mnumeric12 unique values
0 missing
SaaCHnumeric12 unique values
0 missing
CIC4numeric12 unique values
0 missing
MATS2pnumeric12 unique values
0 missing
SM08_EA.bo.numeric11 unique values
0 missing
CIC5numeric12 unique values
0 missing
MATS2vnumeric12 unique values
0 missing
Eta_beta_Anumeric12 unique values
0 missing
CIDnumeric11 unique values
0 missing
MATS3enumeric12 unique values
0 missing
Eta_betaP_Anumeric12 unique values
0 missing
Cl.089numeric2 unique values
0 missing
MATS3inumeric12 unique values
0 missing
P_VSA_MR_6numeric11 unique values
0 missing
CMC.50numeric2 unique values
0 missing
MATS3mnumeric11 unique values
0 missing
ATS4inumeric12 unique values
0 missing
CMC.80numeric2 unique values
0 missing
MATS4enumeric12 unique values
0 missing
ATS5enumeric12 unique values
0 missing
cRo5numeric2 unique values
0 missing
MATS4inumeric12 unique values
0 missing
ATS5inumeric12 unique values
0 missing
CSInumeric11 unique values
0 missing
MATS4mnumeric12 unique values
0 missing
ATSC5mnumeric12 unique values
0 missing
DBInumeric9 unique values
0 missing
MATS4pnumeric12 unique values
0 missing
ATSC8mnumeric12 unique values
0 missing
D.Dtr05numeric10 unique values
0 missing
MATS4snumeric12 unique values
0 missing
ATSC8pnumeric12 unique values
0 missing
D.Dtr06numeric11 unique values
0 missing
MATS4vnumeric12 unique values
0 missing
C.026numeric5 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
MATS5inumeric12 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
MATS5mnumeric12 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
D.Dtr10numeric4 unique values
0 missing
MATS5pnumeric12 unique values
0 missing
CATS2D_06_DDnumeric4 unique values
0 missing
DECCnumeric11 unique values
0 missing
MATS5snumeric12 unique values
0 missing
Eig07_EA.ed.numeric11 unique values
0 missing
DELSnumeric12 unique values
0 missing
MATS5vnumeric12 unique values
0 missing
Eta_betaPnumeric8 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
MATS6inumeric12 unique values
0 missing
Eta_Cnumeric12 unique values
0 missing
DLS_01numeric3 unique values
0 missing
MATS6mnumeric12 unique values
0 missing
Eta_F_Anumeric12 unique values
0 missing
DLS_02numeric4 unique values
0 missing
MATS6pnumeric11 unique values
0 missing
GATS4pnumeric12 unique values
0 missing
DLS_03numeric3 unique values
0 missing
MATS6snumeric11 unique values
0 missing
GGI10numeric11 unique values
0 missing
DLS_04numeric5 unique values
0 missing
MATS6vnumeric12 unique values
0 missing
GGI8numeric11 unique values
0 missing
DLS_05numeric2 unique values
0 missing
MATS7enumeric12 unique values
0 missing
JGI2numeric9 unique values
0 missing
DLS_06numeric4 unique values
0 missing
MATS7mnumeric12 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
DLS_07numeric3 unique values
0 missing
MATS7snumeric12 unique values
0 missing
nCb.numeric5 unique values
0 missing
DLS_consnumeric8 unique values
0 missing
MATS8inumeric12 unique values
0 missing
nPyrazolesnumeric2 unique values
0 missing
Dznumeric11 unique values
0 missing
MATS8mnumeric12 unique values
0 missing
P_VSA_s_5numeric3 unique values
0 missing
ECCnumeric11 unique values
0 missing
MATS8pnumeric11 unique values
0 missing
SaaNHnumeric7 unique values
0 missing
Eig01_AEA.bo.numeric9 unique values
0 missing
MATS8snumeric12 unique values
0 missing
SM02_AEA.ri.numeric11 unique values
0 missing
Eig01_AEA.dm.numeric10 unique values
0 missing
MATS8vnumeric12 unique values
0 missing
SpMax8_Bh.e.numeric11 unique values
0 missing
Eig01_AEA.ed.numeric10 unique values
0 missing
MAXDNnumeric12 unique values
0 missing
SpMax8_Bh.i.numeric11 unique values
0 missing
Eig01_AEA.ri.numeric10 unique values
0 missing
MAXDPnumeric12 unique values
0 missing
SpMin1_Bh.m.numeric10 unique values
0 missing
Eig01_EAnumeric9 unique values
0 missing
MCDnumeric11 unique values
0 missing
SpMin8_Bh.p.numeric12 unique values
0 missing
Eig01_EA.bo.numeric11 unique values
0 missing
MDDDnumeric11 unique values
0 missing
TIC1numeric12 unique values
0 missing
Eig01_EA.dm.numeric6 unique values
0 missing
Menumeric12 unique values
0 missing
TIC5numeric12 unique values
0 missing
Eig01_EA.ed.numeric10 unique values
0 missing
MLOGPnumeric12 unique values
0 missing
ATS8enumeric12 unique values
0 missing
Eig01_EA.ri.numeric11 unique values
0 missing
MLOGP2numeric12 unique values
0 missing
ATS8inumeric12 unique values
0 missing
Eig02_AEA.bo.numeric11 unique values
0 missing
Mpnumeric12 unique values
0 missing
Eta_FL_Anumeric12 unique values
0 missing
Eig02_AEA.ed.numeric11 unique values
0 missing
MPC01numeric9 unique values
0 missing
Eta_L_Anumeric12 unique values
0 missing
Eig02_AEA.ri.numeric11 unique values
0 missing
MPC02numeric10 unique values
0 missing
GATS6snumeric12 unique values
0 missing
Eig02_EAnumeric11 unique values
0 missing
MPC03numeric9 unique values
0 missing
SpMax2_Bh.p.numeric12 unique values
0 missing
Eig02_EA.bo.numeric11 unique values
0 missing
MPC04numeric11 unique values
0 missing
SpMax2_Bh.v.numeric11 unique values
0 missing
Eig02_EA.dm.numeric8 unique values
0 missing
MPC05numeric10 unique values
0 missing
Eta_B_Anumeric8 unique values
0 missing
Eig02_EA.ed.numeric11 unique values
0 missing
MPC06numeric10 unique values
0 missing
GATS7enumeric12 unique values
0 missing
Eig02_EA.ri.numeric10 unique values
0 missing
MPC07numeric9 unique values
0 missing
GATS7pnumeric12 unique values
0 missing
Eig03_AEA.bo.numeric11 unique values
0 missing
MPC08numeric11 unique values
0 missing
MATS3snumeric12 unique values
0 missing
Eig03_AEA.dm.numeric11 unique values
0 missing
MPC09numeric11 unique values
0 missing
MATS7inumeric12 unique values
0 missing
Eig03_AEA.ed.numeric11 unique values
0 missing
MPC10numeric11 unique values
0 missing
nDBnumeric3 unique values
0 missing
Eig03_AEA.ri.numeric12 unique values
0 missing
MSDnumeric11 unique values
0 missing
NdOnumeric3 unique values
0 missing
Eig03_EAnumeric11 unique values
0 missing
NdssCnumeric3 unique values
0 missing
Eig03_EA.bo.numeric11 unique values
0 missing
O.058numeric3 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
PDInumeric11 unique values
0 missing
Eig03_EA.ed.numeric11 unique values
0 missing
piIDnumeric11 unique values
0 missing
Eig03_EA.ri.numeric12 unique values
0 missing
piPC04numeric10 unique values
0 missing
Eig04_AEA.bo.numeric11 unique values
0 missing
P_VSA_e_2numeric12 unique values
0 missing
Eig04_AEA.ed.numeric9 unique values
0 missing
SdOnumeric7 unique values
0 missing
Eig04_AEA.ri.numeric11 unique values
0 missing
SdssCnumeric7 unique values
0 missing
Eig04_EAnumeric11 unique values
0 missing
SIC5numeric12 unique values
0 missing
Eig04_EA.bo.numeric9 unique values
0 missing
SM10_EA.bo.numeric11 unique values
0 missing
Eig04_EA.dm.numeric5 unique values
0 missing
SpMax1_Bh.m.numeric11 unique values
0 missing
Eig04_EA.ed.numeric10 unique values
0 missing
SM12_EA.bo.numeric11 unique values
0 missing
Eig04_EA.ri.numeric11 unique values
0 missing
AACnumeric12 unique values
0 missing
Eig05_AEA.bo.numeric11 unique values
0 missing
AECCnumeric11 unique values
0 missing
Eig05_AEA.ed.numeric11 unique values
0 missing
ALOGPnumeric12 unique values
0 missing
Eig05_AEA.ri.numeric12 unique values
0 missing
ALOGP2numeric12 unique values
0 missing
Eig05_EAnumeric10 unique values
0 missing
AMRnumeric12 unique values
0 missing
Eig05_EA.bo.numeric11 unique values
0 missing
AMWnumeric12 unique values
0 missing
Eig05_EA.dm.numeric4 unique values
0 missing
ARRnumeric10 unique values
0 missing
Eig05_EA.ed.numeric11 unique values
0 missing
ATS1enumeric12 unique values
0 missing
Eig05_EA.ri.numeric12 unique values
0 missing
ATS1inumeric11 unique values
0 missing
Eig06_AEA.bo.numeric11 unique values
0 missing
ATS1mnumeric12 unique values
0 missing
Eig06_AEA.dm.numeric12 unique values
0 missing
ATS1pnumeric12 unique values
0 missing
Eig06_AEA.ed.numeric10 unique values
0 missing
ATS1snumeric12 unique values
0 missing
Eig06_AEA.ri.numeric11 unique values
0 missing
ATS1vnumeric11 unique values
0 missing
Eig06_EA.bo.numeric10 unique values
0 missing
ATS2enumeric12 unique values
0 missing
Eig06_EA.dm.numeric3 unique values
0 missing
ATS2inumeric12 unique values
0 missing
Eig06_EA.ed.numeric11 unique values
0 missing
ATS2mnumeric12 unique values
0 missing
Eig06_EA.ri.numeric11 unique values
0 missing
ATS2pnumeric12 unique values
0 missing
Eig07_AEA.dm.numeric12 unique values
0 missing
ATS2snumeric12 unique values
0 missing
Eig07_AEA.ed.numeric11 unique values
0 missing
ATS2vnumeric12 unique values
0 missing
Eig07_EAnumeric11 unique values
0 missing
ATS3enumeric12 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
ATS3inumeric12 unique values
0 missing
Eig08_AEA.bo.numeric11 unique values
0 missing
ATS3mnumeric11 unique values
0 missing
Eig08_AEA.ed.numeric11 unique values
0 missing
ATS3pnumeric12 unique values
0 missing
Eig08_AEA.ri.numeric11 unique values
0 missing
ATS3snumeric12 unique values
0 missing
Eig08_EAnumeric9 unique values
0 missing
ATS3vnumeric12 unique values
0 missing
Eig08_EA.bo.numeric10 unique values
0 missing
ATS4enumeric12 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
ATS4mnumeric12 unique values
0 missing
Eig08_EA.ed.numeric11 unique values
0 missing
ATS4pnumeric12 unique values
0 missing
Eig09_AEA.bo.numeric10 unique values
0 missing
ATS4snumeric12 unique values
0 missing
Eig09_AEA.dm.numeric11 unique values
0 missing
ATS4vnumeric12 unique values
0 missing
Eig09_AEA.ed.numeric11 unique values
0 missing
ATS5mnumeric12 unique values
0 missing
Eig09_AEA.ri.numeric11 unique values
0 missing
ATS5pnumeric12 unique values
0 missing
Eig09_EAnumeric10 unique values
0 missing
ATS5snumeric12 unique values
0 missing
Eig09_EA.bo.numeric10 unique values
0 missing
ATS5vnumeric12 unique values
0 missing
Eig09_EA.ed.numeric11 unique values
0 missing
ATS6enumeric12 unique values
0 missing
Eig09_EA.ri.numeric10 unique values
0 missing
ATS6inumeric12 unique values
0 missing
Eig10_AEA.bo.numeric8 unique values
0 missing
ATS6mnumeric12 unique values
0 missing
Eig10_AEA.dm.numeric11 unique values
0 missing
ATS6pnumeric12 unique values
0 missing
Eig10_AEA.ed.numeric11 unique values
0 missing
ATS6snumeric12 unique values
0 missing
Eig10_AEA.ri.numeric9 unique values
0 missing
ATS6vnumeric12 unique values
0 missing
Eig10_EAnumeric9 unique values
0 missing
ATS7enumeric12 unique values
0 missing
Eig10_EA.bo.numeric9 unique values
0 missing
ATS7inumeric12 unique values
0 missing
Eig10_EA.ed.numeric10 unique values
0 missing
ATS7mnumeric12 unique values
0 missing
Eig10_EA.ri.numeric9 unique values
0 missing
ATS7pnumeric11 unique values
0 missing
Eig11_AEA.bo.numeric11 unique values
0 missing
ATS7snumeric12 unique values
0 missing
Eig11_AEA.dm.numeric11 unique values
0 missing
ATS7vnumeric12 unique values
0 missing
Eig11_AEA.ed.numeric11 unique values
0 missing
ATS8mnumeric12 unique values
0 missing
Eig11_AEA.ri.numeric11 unique values
0 missing
ATS8pnumeric11 unique values
0 missing
Eig11_EAnumeric9 unique values
0 missing
ATS8snumeric12 unique values
0 missing
Eig11_EA.bo.numeric11 unique values
0 missing
ATS8vnumeric12 unique values
0 missing
Eig11_EA.ed.numeric11 unique values
0 missing
ATSC1enumeric12 unique values
0 missing
Eig11_EA.ri.numeric11 unique values
0 missing
ATSC1inumeric12 unique values
0 missing
Eig12_AEA.bo.numeric11 unique values
0 missing
ATSC1mnumeric12 unique values
0 missing
Eig12_AEA.dm.numeric10 unique values
0 missing
ATSC1pnumeric12 unique values
0 missing
Eig12_AEA.ed.numeric10 unique values
0 missing
ATSC1snumeric12 unique values
0 missing
Eig12_AEA.ri.numeric12 unique values
0 missing
ATSC1vnumeric12 unique values
0 missing
Eig12_EAnumeric11 unique values
0 missing
ATSC2enumeric12 unique values
0 missing
Eig12_EA.bo.numeric11 unique values
0 missing
ATSC2inumeric12 unique values
0 missing
Eig12_EA.ed.numeric11 unique values
0 missing
ATSC2mnumeric12 unique values
0 missing
Eig12_EA.ri.numeric12 unique values
0 missing
ATSC2pnumeric12 unique values
0 missing
Eig13_AEA.bo.numeric10 unique values
0 missing
ATSC2snumeric12 unique values
0 missing
Eig13_AEA.dm.numeric11 unique values
0 missing
ATSC2vnumeric12 unique values
0 missing
Eig13_AEA.ed.numeric11 unique values
0 missing
ATSC3enumeric12 unique values
0 missing
Eig13_AEA.ri.numeric11 unique values
0 missing
ATSC3inumeric12 unique values
0 missing
Eig13_EAnumeric10 unique values
0 missing
ATSC3mnumeric12 unique values
0 missing
Eig13_EA.bo.numeric10 unique values
0 missing
ATSC3pnumeric12 unique values
0 missing
Eig13_EA.ed.numeric10 unique values
0 missing
ATSC3snumeric12 unique values
0 missing
Eig13_EA.ri.numeric10 unique values
0 missing
ATSC3vnumeric12 unique values
0 missing
Eig14_AEA.bo.numeric11 unique values
0 missing
ATSC4enumeric12 unique values
0 missing
Eig14_AEA.dm.numeric10 unique values
0 missing
ATSC4inumeric12 unique values
0 missing
Eig14_AEA.ed.numeric10 unique values
0 missing
ATSC4mnumeric12 unique values
0 missing
Eig14_AEA.ri.numeric12 unique values
0 missing
ATSC4pnumeric12 unique values
0 missing
Eig14_EAnumeric11 unique values
0 missing
ATSC4snumeric12 unique values
0 missing
Eig14_EA.bo.numeric11 unique values
0 missing
ATSC4vnumeric12 unique values
0 missing
Eig14_EA.ed.numeric11 unique values
0 missing
ATSC5enumeric12 unique values
0 missing
Eig14_EA.ri.numeric11 unique values
0 missing
ATSC5inumeric12 unique values
0 missing
Eig15_AEA.bo.numeric10 unique values
0 missing
ATSC5pnumeric12 unique values
0 missing
Eig15_AEA.dm.numeric11 unique values
0 missing
ATSC5snumeric12 unique values
0 missing
Eig15_AEA.ed.numeric11 unique values
0 missing
ATSC5vnumeric12 unique values
0 missing
Eig15_AEA.ri.numeric11 unique values
0 missing
ATSC6enumeric12 unique values
0 missing
Eig15_EAnumeric11 unique values
0 missing
ATSC6inumeric12 unique values
0 missing
Eig15_EA.bo.numeric11 unique values
0 missing
ATSC6mnumeric12 unique values
0 missing
Eig15_EA.ed.numeric11 unique values
0 missing
ATSC6pnumeric12 unique values
0 missing
Eig15_EA.ri.numeric12 unique values
0 missing
ATSC6snumeric12 unique values
0 missing
Eta_alphanumeric12 unique values
0 missing
ATSC6vnumeric12 unique values
0 missing
Eta_alpha_Anumeric11 unique values
0 missing
ATSC7enumeric12 unique values
0 missing
Eta_Bnumeric11 unique values
0 missing
ATSC7inumeric12 unique values
0 missing
Eta_betanumeric12 unique values
0 missing
ATSC7mnumeric12 unique values
0 missing
Eta_betaSnumeric11 unique values
0 missing
ATSC7pnumeric12 unique values
0 missing
Eta_betaS_Anumeric8 unique values
0 missing
ATSC7snumeric12 unique values
0 missing
Eta_C_Anumeric11 unique values
0 missing
ATSC7vnumeric12 unique values
0 missing
Eta_epsinumeric12 unique values
0 missing
ATSC8enumeric12 unique values
0 missing
Eta_epsi_Anumeric12 unique values
0 missing
ATSC8inumeric12 unique values
0 missing
Eta_Fnumeric12 unique values
0 missing
ATSC8snumeric12 unique values
0 missing
Eta_FLnumeric12 unique values
0 missing
ATSC8vnumeric12 unique values
0 missing
Eta_Lnumeric12 unique values
0 missing
BACnumeric9 unique values
0 missing
Eta_sh_pnumeric11 unique values
0 missing
BBInumeric10 unique values
0 missing
Eta_sh_xnumeric6 unique values
0 missing
BIC0numeric12 unique values
0 missing
Eta_sh_ynumeric12 unique values
0 missing
BIC1numeric11 unique values
0 missing
F.083numeric2 unique values
0 missing
BIC2numeric10 unique values
0 missing
GATS1enumeric12 unique values
0 missing
BIC4numeric12 unique values
0 missing
GATS1inumeric12 unique values
0 missing
BIC5numeric12 unique values
0 missing
GATS1mnumeric11 unique values
0 missing
BIDnumeric9 unique values
0 missing
GATS1pnumeric12 unique values
0 missing
BLInumeric12 unique values
0 missing
GATS1snumeric12 unique values
0 missing
BLTA96numeric12 unique values
0 missing
GATS1vnumeric12 unique values
0 missing
BLTD48numeric12 unique values
0 missing
GATS2inumeric10 unique values
0 missing
BLTF96numeric12 unique values
0 missing
GATS2mnumeric12 unique values
0 missing
C.numeric12 unique values
0 missing
GATS2pnumeric11 unique values
0 missing
C.001numeric6 unique values
0 missing
GATS2snumeric12 unique values
0 missing
C.002numeric5 unique values
0 missing
GATS2vnumeric12 unique values
0 missing
C.003numeric2 unique values
0 missing
GATS3inumeric12 unique values
0 missing
C.005numeric2 unique values
0 missing
GATS3mnumeric11 unique values
0 missing
C.006numeric4 unique values
0 missing
GATS4enumeric12 unique values
0 missing
C.008numeric4 unique values
0 missing
GATS4mnumeric11 unique values
0 missing
C.009numeric2 unique values
0 missing
GATS4snumeric12 unique values
0 missing
C.011numeric2 unique values
0 missing
GATS4vnumeric11 unique values
0 missing
C.012numeric2 unique values
0 missing
GATS5enumeric12 unique values
0 missing
C.013numeric2 unique values
0 missing
GATS5inumeric12 unique values
0 missing
C.025numeric3 unique values
0 missing
GATS5pnumeric12 unique values
0 missing
C.027numeric2 unique values
0 missing
GATS5snumeric12 unique values
0 missing
C.028numeric2 unique values
0 missing
GATS5vnumeric12 unique values
0 missing
C.029numeric2 unique values
0 missing
GATS6enumeric12 unique values
0 missing
C.034numeric2 unique values
0 missing
GATS6inumeric12 unique values
0 missing
C.035numeric2 unique values
0 missing
GATS7inumeric12 unique values
0 missing
C.039numeric2 unique values
0 missing
GATS7mnumeric12 unique values
0 missing
C.040numeric3 unique values
0 missing
GATS7snumeric12 unique values
0 missing
C.043numeric3 unique values
0 missing
GATS7vnumeric11 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
12
Number of instances (rows) of the dataset.
NumberOfFeatures
629
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
628
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
REPTreeDepth3Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpKappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxMeansOfNumericAtts
47579.67
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
0.53
Second quartile (Median) of skewness among attributes of the numeric type.
RandomTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Dimensionality
52.42
Number of attributes divided by the number of instances.
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.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.29
Second quartile (Median) of standard deviation of attributes of the numeric type.
RandomTreeDepth1ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.06
Minimum skewness among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
RandomTreeDepth1Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
J48.00001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxSkewnessOfNumericAtts
3.46
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
1.02
Third quartile of kurtosis among attributes of the numeric type.
AutoCorrelation
-0.11
Average class difference between consecutive instances.
RandomTreeDepth2AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxStdDevOfNumericAtts
27394.85
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
PercentageOfNumericFeatures
99.84
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.27
Third quartile of means among attributes of the numeric type.
CfsSubsetEval_DecisionStumpAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth2ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
PercentageOfSymbolicFeatures
0.16
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
CfsSubsetEval_DecisionStumpErrRate
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth2Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.0001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanKurtosisOfNumericAtts
0.49
Mean kurtosis among attributes of the numeric type.
NaiveBayesAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.19
Third quartile of skewness among attributes of the numeric type.
CfsSubsetEval_DecisionStumpKappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMeansOfNumericAtts
174.01
Mean of means among attributes of the numeric type.
NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1KurtosisOfNumericAtts
-0.81
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.1
Third quartile of standard deviation of attributes of the numeric type.
CfsSubsetEval_NaiveBayesAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
NaiveBayesKappa
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1MeansOfNumericAtts
0.77
First quartile of means among attributes of the numeric type.
REPTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
REPTreeDepth1ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesKappa
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
CfsSubsetEval_kNN1NAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
J48.001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile1SkewnessOfNumericAtts
-0.06
First quartile of skewness among attributes of the numeric type.
REPTreeDepth1Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_kNN1NErrRate
Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
kNN1NAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
J48.001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanSkewnessOfNumericAtts
0.54
Mean skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.13
First quartile of standard deviation of attributes of the numeric type.
REPTreeDepth2AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2
CfsSubsetEval_kNN1NKappa
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
kNN1NErrRate
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
106.92
Mean standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
REPTreeDepth2ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
ClassEntropy
Entropy of the target attribute values.
kNN1NKappa
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2KurtosisOfNumericAtts
0.01
Second quartile (Median) of kurtosis among attributes of the numeric type.
REPTreeDepth2Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
REPTreeDepth3AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.44
Minimum kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.05
Second quartile (Median) of means among attributes of the numeric type.
REPTreeDepth3ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpErrRate
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxKurtosisOfNumericAtts
12
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.12
Minimum of means among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Show all 107 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4316
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4316
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4316
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4316
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4316
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4316
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4316
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4316
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4316
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4316
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4316
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4316
0 runs - estimation_procedure: 50 times Clustering
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