Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3144

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3144

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL3144 (TID: 13068), and it has 17 rows and 622 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.

624 features

pXC50 (target)numeric17 unique values
0 missing
molecule_id (row identifier)nominal17 unique values
0 missing
C.003numeric2 unique values
0 missing
GATS6enumeric14 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
C.004numeric2 unique values
0 missing
GATS6inumeric15 unique values
0 missing
Eta_epsi_Anumeric13 unique values
0 missing
C.005numeric3 unique values
0 missing
GATS6mnumeric14 unique values
0 missing
Eta_FLnumeric15 unique values
0 missing
C.006numeric2 unique values
0 missing
GATS6pnumeric15 unique values
0 missing
GATS1snumeric12 unique values
0 missing
C.008numeric2 unique values
0 missing
GATS6snumeric15 unique values
0 missing
GATS5pnumeric15 unique values
0 missing
C.012numeric2 unique values
0 missing
GATS6vnumeric14 unique values
0 missing
H.numeric12 unique values
0 missing
C.013numeric2 unique values
0 missing
GATS7enumeric15 unique values
0 missing
MATS5pnumeric14 unique values
0 missing
C.016numeric2 unique values
0 missing
GATS7inumeric14 unique values
0 missing
SsCH3numeric15 unique values
0 missing
C.017numeric2 unique values
0 missing
GATS7mnumeric15 unique values
0 missing
GATS5vnumeric15 unique values
0 missing
C.022numeric2 unique values
0 missing
GATS7pnumeric15 unique values
0 missing
MATS5vnumeric14 unique values
0 missing
C.024numeric6 unique values
0 missing
GATS7snumeric15 unique values
0 missing
ATS4enumeric15 unique values
0 missing
C.025numeric4 unique values
0 missing
GATS7vnumeric14 unique values
0 missing
ATS4inumeric13 unique values
0 missing
C.026numeric5 unique values
0 missing
GATS8enumeric15 unique values
0 missing
ATS5enumeric15 unique values
0 missing
C.027numeric4 unique values
0 missing
GATS8inumeric15 unique values
0 missing
ATS5inumeric14 unique values
0 missing
C.029numeric2 unique values
0 missing
GATS8mnumeric15 unique values
0 missing
ATS5snumeric14 unique values
0 missing
C.033numeric3 unique values
0 missing
GATS8pnumeric15 unique values
0 missing
ATS6enumeric15 unique values
0 missing
C.034numeric4 unique values
0 missing
GATS8snumeric15 unique values
0 missing
ATS6inumeric15 unique values
0 missing
C.035numeric3 unique values
0 missing
GATS8vnumeric14 unique values
0 missing
DBInumeric9 unique values
0 missing
C.038numeric3 unique values
0 missing
GGI1numeric7 unique values
0 missing
nCsp3numeric4 unique values
0 missing
C.039numeric2 unique values
0 missing
GGI10numeric13 unique values
0 missing
P_VSA_MR_2numeric8 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GGI2numeric8 unique values
0 missing
Eig08_AEA.ed.numeric13 unique values
0 missing
CATS2D_01_LLnumeric5 unique values
0 missing
GGI3numeric13 unique values
0 missing
ZM1Kupnumeric14 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
GGI4numeric13 unique values
0 missing
ATS5pnumeric15 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
GGI5numeric13 unique values
0 missing
C.001numeric2 unique values
0 missing
CATS2D_03_ALnumeric3 unique values
0 missing
GGI6numeric12 unique values
0 missing
C.011numeric2 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GGI7numeric13 unique values
0 missing
CATS2D_04_LLnumeric10 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
GGI8numeric12 unique values
0 missing
DECCnumeric12 unique values
0 missing
CATS2D_03_LLnumeric11 unique values
0 missing
GGI9numeric13 unique values
0 missing
Eig02_AEA.ri.numeric12 unique values
0 missing
CATS2D_04_ALnumeric4 unique values
0 missing
GMTInumeric13 unique values
0 missing
Eig02_EAnumeric11 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GMTIVnumeric15 unique values
0 missing
Eig02_EA.ed.numeric11 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GNarnumeric11 unique values
0 missing
Eig02_EA.ri.numeric11 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
H.046numeric4 unique values
0 missing
Eta_FL_Anumeric14 unique values
0 missing
CATS2D_05_ALnumeric5 unique values
0 missing
H.047numeric6 unique values
0 missing
Eta_L_Anumeric13 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
H.048numeric3 unique values
0 missing
Eta_sh_xnumeric10 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
H.049numeric4 unique values
0 missing
Eta_sh_ynumeric14 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
H.050numeric2 unique values
0 missing
GATS5inumeric15 unique values
0 missing
CATS2D_05_LLnumeric9 unique values
0 missing
H.051numeric3 unique values
0 missing
HVcpxnumeric13 unique values
0 missing
CATS2D_06_ALnumeric4 unique values
0 missing
HDcpxnumeric9 unique values
0 missing
IDEnumeric12 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
HNarnumeric10 unique values
0 missing
JGI1numeric13 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
Hynumeric11 unique values
0 missing
JGTnumeric13 unique values
0 missing
CATS2D_06_LLnumeric12 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
MATS1snumeric10 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
MATS5mnumeric14 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
IACnumeric14 unique values
0 missing
MATS6mnumeric14 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
IC0numeric14 unique values
0 missing
nCpnumeric3 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
IC1numeric15 unique values
0 missing
nCtnumeric3 unique values
0 missing
CATS2D_07_LLnumeric10 unique values
0 missing
IC2numeric13 unique values
0 missing
nOHtnumeric2 unique values
0 missing
CATS2D_08_ALnumeric5 unique values
0 missing
IC3numeric10 unique values
0 missing
PCDnumeric13 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
IC4numeric10 unique values
0 missing
PCRnumeric12 unique values
0 missing
CATS2D_08_LLnumeric7 unique values
0 missing
IC5numeric11 unique values
0 missing
SM08_EA.ri.numeric15 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
ICRnumeric11 unique values
0 missing
SM09_EA.ri.numeric15 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
IDDEnumeric12 unique values
0 missing
SM10_AEA.bo.numeric11 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
IDDMnumeric12 unique values
0 missing
SM10_EA.ri.numeric15 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
IDETnumeric13 unique values
0 missing
SM11_AEA.dm.numeric11 unique values
0 missing
CATS2D_09_LLnumeric7 unique values
0 missing
IDMnumeric13 unique values
0 missing
SM11_EA.ri.numeric14 unique values
0 missing
CENTnumeric13 unique values
0 missing
IDMTnumeric13 unique values
0 missing
SM12_EA.ri.numeric14 unique values
0 missing
Chi0_AEA.bo.numeric13 unique values
0 missing
Infective.80numeric2 unique values
0 missing
SM13_EA.ri.numeric15 unique values
0 missing
Chi0_AEA.dm.numeric13 unique values
0 missing
ISIZnumeric7 unique values
0 missing
SM14_EA.ri.numeric14 unique values
0 missing
Chi0_AEA.ed.numeric13 unique values
0 missing
IVDMnumeric12 unique values
0 missing
SM15_EA.ri.numeric13 unique values
0 missing
Chi0_AEA.ri.numeric13 unique values
0 missing
JGI10numeric7 unique values
0 missing
SpMax4_Bh.e.numeric14 unique values
0 missing
Chi0_EAnumeric13 unique values
0 missing
JGI3numeric9 unique values
0 missing
SpMaxA_EA.ed.numeric9 unique values
0 missing
Chi0_EA.bo.numeric13 unique values
0 missing
JGI4numeric8 unique values
0 missing
Vindexnumeric12 unique values
0 missing
Chi0_EA.dm.numeric10 unique values
0 missing
JGI5numeric7 unique values
0 missing
Xindexnumeric12 unique values
0 missing
Chi0_EA.ed.numeric13 unique values
0 missing
JGI6numeric7 unique values
0 missing
Yindexnumeric13 unique values
0 missing
Chi0_EA.ri.numeric15 unique values
0 missing
JGI7numeric6 unique values
0 missing
ATS5vnumeric14 unique values
0 missing
Chi1_AEA.bo.numeric13 unique values
0 missing
JGI9numeric6 unique values
0 missing
ATSC1mnumeric14 unique values
0 missing
Chi1_AEA.dm.numeric13 unique values
0 missing
LLS_01numeric3 unique values
0 missing
C.numeric10 unique values
0 missing
Chi1_AEA.ed.numeric13 unique values
0 missing
LLS_02numeric4 unique values
0 missing
Eig02_AEA.dm.numeric13 unique values
0 missing
Chi1_AEA.ri.numeric13 unique values
0 missing
LOCnumeric11 unique values
0 missing
Eta_betaS_Anumeric12 unique values
0 missing
Chi1_EAnumeric13 unique values
0 missing
LPRSnumeric13 unique values
0 missing
H.052numeric5 unique values
0 missing
Chi1_EA.bo.numeric13 unique values
0 missing
MATS1enumeric13 unique values
0 missing
IVDEnumeric12 unique values
0 missing
Chi1_EA.dm.numeric10 unique values
0 missing
MATS1inumeric14 unique values
0 missing
JGI2numeric11 unique values
0 missing
Chi1_EA.ed.numeric13 unique values
0 missing
MATS1mnumeric12 unique values
0 missing
MATS2vnumeric15 unique values
0 missing
Chi1_EA.ri.numeric15 unique values
0 missing
MATS1pnumeric14 unique values
0 missing
MATS5inumeric14 unique values
0 missing
CIC0numeric14 unique values
0 missing
MATS1vnumeric10 unique values
0 missing
NsCH3numeric3 unique values
0 missing
CIC1numeric15 unique values
0 missing
MATS2enumeric15 unique values
0 missing
PDInumeric11 unique values
0 missing
CIC2numeric13 unique values
0 missing
MATS2inumeric12 unique values
0 missing
P_VSA_LogP_1numeric4 unique values
0 missing
CIC3numeric11 unique values
0 missing
MATS2mnumeric15 unique values
0 missing
SM03_EAnumeric7 unique values
0 missing
CIC4numeric11 unique values
0 missing
MATS2pnumeric15 unique values
0 missing
SM03_EA.ri.numeric13 unique values
0 missing
CIC5numeric11 unique values
0 missing
MATS2snumeric13 unique values
0 missing
SM04_AEA.ed.numeric13 unique values
0 missing
CIDnumeric12 unique values
0 missing
MATS3enumeric14 unique values
0 missing
SM05_AEA.ed.numeric13 unique values
0 missing
Cl.090numeric3 unique values
0 missing
MATS3inumeric15 unique values
0 missing
SM05_EAnumeric13 unique values
0 missing
CMC.80numeric2 unique values
0 missing
MATS3mnumeric15 unique values
0 missing
SM06_AEA.ed.numeric11 unique values
0 missing
cRo5numeric2 unique values
0 missing
MATS3pnumeric14 unique values
0 missing
SssssCnumeric13 unique values
0 missing
CSInumeric13 unique values
0 missing
MATS3snumeric12 unique values
0 missing
X4Avnumeric12 unique values
0 missing
D.Dtr05numeric13 unique values
0 missing
MATS3vnumeric14 unique values
0 missing
ATSC5mnumeric15 unique values
0 missing
D.Dtr06numeric13 unique values
0 missing
MATS4enumeric15 unique values
0 missing
ATSC5pnumeric15 unique values
0 missing
D.Dtr09numeric13 unique values
0 missing
MATS4inumeric12 unique values
0 missing
ATSC6mnumeric15 unique values
0 missing
D.Dtr10numeric13 unique values
0 missing
MATS4mnumeric14 unique values
0 missing
Eig01_AEA.bo.numeric10 unique values
0 missing
DELSnumeric15 unique values
0 missing
MATS4pnumeric15 unique values
0 missing
Eig01_AEA.dm.numeric9 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
MATS4snumeric14 unique values
0 missing
Eig01_AEA.ed.numeric7 unique values
0 missing
DLS_01numeric3 unique values
0 missing
MATS4vnumeric14 unique values
0 missing
Eig01_AEA.ri.numeric9 unique values
0 missing
DLS_02numeric3 unique values
0 missing
MATS5enumeric14 unique values
0 missing
Eig01_EAnumeric8 unique values
0 missing
DLS_03numeric3 unique values
0 missing
MATS5snumeric15 unique values
0 missing
Eig01_EA.ed.numeric9 unique values
0 missing
DLS_04numeric3 unique values
0 missing
MATS6enumeric14 unique values
0 missing
Eig01_EA.ri.numeric9 unique values
0 missing
DLS_05numeric2 unique values
0 missing
MATS6inumeric15 unique values
0 missing
Eig02_AEA.ed.numeric9 unique values
0 missing
DLS_06numeric3 unique values
0 missing
MATS6pnumeric14 unique values
0 missing
JGI8numeric6 unique values
0 missing
DLS_consnumeric8 unique values
0 missing
MATS6snumeric14 unique values
0 missing
NssssCnumeric4 unique values
0 missing
Dznumeric14 unique values
0 missing
MATS6vnumeric13 unique values
0 missing
SM03_EA.ed.numeric11 unique values
0 missing
ECCnumeric12 unique values
0 missing
MATS7enumeric14 unique values
0 missing
SM04_EA.ed.numeric13 unique values
0 missing
Eig01_EA.bo.numeric8 unique values
0 missing
MATS7inumeric15 unique values
0 missing
SM05_EA.ed.numeric12 unique values
0 missing
Eig01_EA.dm.numeric6 unique values
0 missing
MATS7mnumeric15 unique values
0 missing
SM05_EA.ri.numeric14 unique values
0 missing
Eig02_AEA.bo.numeric11 unique values
0 missing
MATS7pnumeric14 unique values
0 missing
SM06_EAnumeric12 unique values
0 missing
Eig02_EA.bo.numeric12 unique values
0 missing
MATS7snumeric15 unique values
0 missing
SM06_EA.ed.numeric12 unique values
0 missing
Eig02_EA.dm.numeric6 unique values
0 missing
MATS7vnumeric15 unique values
0 missing
SM06_EA.ri.numeric14 unique values
0 missing
Eig03_AEA.bo.numeric13 unique values
0 missing
MATS8enumeric15 unique values
0 missing
SM07_AEA.ed.numeric13 unique values
0 missing
Eig03_AEA.dm.numeric13 unique values
0 missing
MATS8inumeric15 unique values
0 missing
SM07_EAnumeric12 unique values
0 missing
Eig03_AEA.ed.numeric13 unique values
0 missing
MATS8mnumeric15 unique values
0 missing
SM07_EA.ed.numeric12 unique values
0 missing
Eig03_AEA.ri.numeric15 unique values
0 missing
MATS8pnumeric15 unique values
0 missing
SM07_EA.ri.numeric15 unique values
0 missing
Eig03_EAnumeric13 unique values
0 missing
MATS8snumeric12 unique values
0 missing
SM08_AEA.ed.numeric12 unique values
0 missing
Eig03_EA.bo.numeric12 unique values
0 missing
MATS8vnumeric15 unique values
0 missing
SM08_EAnumeric12 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
MAXDNnumeric13 unique values
0 missing
SM08_EA.ed.numeric12 unique values
0 missing
Eig03_EA.ed.numeric13 unique values
0 missing
SM09_AEA.bo.numeric8 unique values
0 missing
Eig03_EA.ri.numeric15 unique values
0 missing
SM09_AEA.ed.numeric12 unique values
0 missing
Eig04_AEA.bo.numeric13 unique values
0 missing
SM09_EAnumeric13 unique values
0 missing
Eig04_AEA.dm.numeric10 unique values
0 missing
SM09_EA.ed.numeric12 unique values
0 missing
Eig04_AEA.ed.numeric12 unique values
0 missing
SM10_AEA.dm.numeric9 unique values
0 missing
Eig04_AEA.ri.numeric14 unique values
0 missing
SM10_AEA.ed.numeric12 unique values
0 missing
Eig04_EAnumeric13 unique values
0 missing
SM10_EAnumeric13 unique values
0 missing
Eig04_EA.bo.numeric13 unique values
0 missing
SM10_EA.ed.numeric11 unique values
0 missing
Eig04_EA.dm.numeric3 unique values
0 missing
SM11_AEA.ed.numeric12 unique values
0 missing
Eig04_EA.ed.numeric13 unique values
0 missing
SM11_EAnumeric13 unique values
0 missing
Eig04_EA.ri.numeric13 unique values
0 missing
SM11_EA.ed.numeric10 unique values
0 missing
Eig05_AEA.bo.numeric12 unique values
0 missing
SM12_AEA.ed.numeric12 unique values
0 missing
Eig05_AEA.dm.numeric10 unique values
0 missing
SM12_EAnumeric13 unique values
0 missing
Eig05_AEA.ed.numeric13 unique values
0 missing
SM12_EA.ed.numeric10 unique values
0 missing
Eig05_AEA.ri.numeric15 unique values
0 missing
SM13_AEA.ed.numeric11 unique values
0 missing
Eig05_EAnumeric13 unique values
0 missing
SM13_EAnumeric13 unique values
0 missing
Eig05_EA.bo.numeric11 unique values
0 missing
SM13_EA.ed.numeric9 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
SM14_AEA.ed.numeric12 unique values
0 missing
Eig05_EA.ed.numeric13 unique values
0 missing
SM14_EAnumeric13 unique values
0 missing
Eig05_EA.ri.numeric14 unique values
0 missing
SM14_EA.ed.numeric9 unique values
0 missing
Eig06_AEA.bo.numeric9 unique values
0 missing
SM15_AEA.ed.numeric12 unique values
0 missing
Eig06_AEA.dm.numeric12 unique values
0 missing
SM15_EAnumeric13 unique values
0 missing
Eig06_AEA.ed.numeric12 unique values
0 missing
SM15_EA.ed.numeric10 unique values
0 missing
Eig06_AEA.ri.numeric12 unique values
0 missing
SpDiam_AEA.bo.numeric10 unique values
0 missing
Eig06_EAnumeric11 unique values
0 missing
SpDiam_AEA.dm.numeric9 unique values
0 missing
Eig06_EA.bo.numeric12 unique values
0 missing
SpDiam_AEA.ed.numeric11 unique values
0 missing
Eig06_EA.ed.numeric12 unique values
0 missing
SpDiam_AEA.ri.numeric15 unique values
0 missing
Eig06_EA.ri.numeric9 unique values
0 missing
SpDiam_EAnumeric8 unique values
0 missing
Eig07_AEA.bo.numeric13 unique values
0 missing
SpDiam_EA.ed.numeric11 unique values
0 missing
Eig07_AEA.dm.numeric13 unique values
0 missing
SpDiam_EA.ri.numeric9 unique values
0 missing
Eig07_AEA.ed.numeric13 unique values
0 missing
SpMAD_AEA.bo.numeric13 unique values
0 missing
Eig07_AEA.ri.numeric13 unique values
0 missing
SpMAD_EA.ed.numeric13 unique values
0 missing
Eig07_EAnumeric12 unique values
0 missing
SpMax_AEA.bo.numeric10 unique values
0 missing
Eig07_EA.bo.numeric12 unique values
0 missing
SpMax_AEA.dm.numeric9 unique values
0 missing
Eig07_EA.ed.numeric13 unique values
0 missing
SpMax_AEA.ed.numeric7 unique values
0 missing
Eig07_EA.ri.numeric15 unique values
0 missing
SpMax_AEA.ri.numeric9 unique values
0 missing
Eig08_AEA.bo.numeric13 unique values
0 missing
SpMax_EAnumeric8 unique values
0 missing
Eig08_AEA.dm.numeric13 unique values
0 missing
SpMax_EA.ed.numeric9 unique values
0 missing
Eig08_AEA.ri.numeric15 unique values
0 missing
SpMax_EA.ri.numeric9 unique values
0 missing
Eig08_EAnumeric13 unique values
0 missing
X5Anumeric8 unique values
0 missing
Eig08_EA.bo.numeric12 unique values
0 missing
AACnumeric14 unique values
0 missing
Eig08_EA.ed.numeric13 unique values
0 missing
AECCnumeric12 unique values
0 missing
Eig08_EA.ri.numeric15 unique values
0 missing
ALOGPnumeric15 unique values
0 missing
Eig09_AEA.bo.numeric13 unique values
0 missing
ALOGP2numeric15 unique values
0 missing
Eig09_AEA.dm.numeric13 unique values
0 missing
AMRnumeric15 unique values
0 missing
Eig09_AEA.ed.numeric13 unique values
0 missing
AMWnumeric14 unique values
0 missing
Eig09_AEA.ri.numeric14 unique values
0 missing
ARRnumeric10 unique values
0 missing
Eig09_EAnumeric13 unique values
0 missing
ATS1enumeric14 unique values
0 missing
Eig09_EA.bo.numeric13 unique values
0 missing
ATS1inumeric14 unique values
0 missing
Eig09_EA.ed.numeric13 unique values
0 missing
ATS1mnumeric14 unique values
0 missing
Eig09_EA.ri.numeric14 unique values
0 missing
ATS1pnumeric14 unique values
0 missing
Eig10_AEA.bo.numeric12 unique values
0 missing
ATS1snumeric14 unique values
0 missing
Eig10_AEA.dm.numeric13 unique values
0 missing
ATS1vnumeric13 unique values
0 missing
Eig10_AEA.ed.numeric13 unique values
0 missing
ATS2enumeric14 unique values
0 missing
Eig10_AEA.ri.numeric15 unique values
0 missing
ATS2inumeric13 unique values
0 missing
Eig10_EAnumeric13 unique values
0 missing
ATS2mnumeric15 unique values
0 missing
Eig10_EA.bo.numeric13 unique values
0 missing
ATS2pnumeric15 unique values
0 missing
Eig10_EA.ed.numeric12 unique values
0 missing
ATS2snumeric14 unique values
0 missing
Eig10_EA.ri.numeric15 unique values
0 missing
ATS2vnumeric14 unique values
0 missing
Eig11_AEA.bo.numeric7 unique values
0 missing
ATS3enumeric15 unique values
0 missing
Eig11_AEA.dm.numeric12 unique values
0 missing
ATS3inumeric14 unique values
0 missing
Eig11_AEA.ed.numeric13 unique values
0 missing
ATS3mnumeric14 unique values
0 missing
Eig11_AEA.ri.numeric8 unique values
0 missing
ATS3pnumeric15 unique values
0 missing
Eig11_EAnumeric9 unique values
0 missing
ATS3snumeric15 unique values
0 missing
Eig11_EA.bo.numeric7 unique values
0 missing
ATS3vnumeric15 unique values
0 missing
Eig11_EA.ed.numeric11 unique values
0 missing
ATS4mnumeric15 unique values
0 missing
Eig11_EA.ri.numeric9 unique values
0 missing
ATS4pnumeric15 unique values
0 missing
Eig12_AEA.bo.numeric8 unique values
0 missing
ATS4snumeric15 unique values
0 missing
Eig12_AEA.dm.numeric10 unique values
0 missing
ATS4vnumeric15 unique values
0 missing
Eig12_AEA.ed.numeric11 unique values
0 missing
ATS5mnumeric15 unique values
0 missing
Eig12_AEA.ri.numeric12 unique values
0 missing
ATS6mnumeric15 unique values
0 missing
Eig12_EAnumeric9 unique values
0 missing
ATS6pnumeric15 unique values
0 missing
Eig12_EA.bo.numeric8 unique values
0 missing
ATS6snumeric15 unique values
0 missing
Eig12_EA.ed.numeric9 unique values
0 missing
ATS6vnumeric15 unique values
0 missing
Eig12_EA.ri.numeric12 unique values
0 missing
ATS7enumeric15 unique values
0 missing
Eig13_AEA.bo.numeric12 unique values
0 missing
ATS7inumeric14 unique values
0 missing
Eig13_AEA.dm.numeric9 unique values
0 missing
ATS7mnumeric15 unique values
0 missing
Eig13_AEA.ed.numeric11 unique values
0 missing
ATS7pnumeric15 unique values
0 missing
Eig13_AEA.ri.numeric12 unique values
0 missing
ATS7snumeric14 unique values
0 missing
Eig13_EAnumeric9 unique values
0 missing
ATS7vnumeric15 unique values
0 missing
Eig13_EA.bo.numeric11 unique values
0 missing
ATS8enumeric15 unique values
0 missing
Eig13_EA.ed.numeric9 unique values
0 missing
ATS8inumeric15 unique values
0 missing
Eig13_EA.ri.numeric12 unique values
0 missing
ATS8mnumeric15 unique values
0 missing
Eig14_AEA.bo.numeric13 unique values
0 missing
ATS8pnumeric15 unique values
0 missing
Eig14_AEA.dm.numeric10 unique values
0 missing
ATS8snumeric15 unique values
0 missing
Eig14_AEA.ed.numeric8 unique values
0 missing
ATS8vnumeric15 unique values
0 missing
Eig14_AEA.ri.numeric15 unique values
0 missing
ATSC1enumeric13 unique values
0 missing
Eig14_EAnumeric12 unique values
0 missing
ATSC1inumeric14 unique values
0 missing
Eig14_EA.bo.numeric13 unique values
0 missing
ATSC1pnumeric14 unique values
0 missing
Eig14_EA.ed.numeric12 unique values
0 missing
ATSC1snumeric15 unique values
0 missing
Eig14_EA.ri.numeric15 unique values
0 missing
ATSC1vnumeric14 unique values
0 missing
Eig15_AEA.bo.numeric12 unique values
0 missing
ATSC2enumeric13 unique values
0 missing
Eig15_AEA.dm.numeric12 unique values
0 missing
ATSC2inumeric15 unique values
0 missing
Eig15_AEA.ed.numeric12 unique values
0 missing
ATSC2mnumeric15 unique values
0 missing
Eig15_AEA.ri.numeric14 unique values
0 missing
ATSC2pnumeric15 unique values
0 missing
Eig15_EAnumeric12 unique values
0 missing
ATSC2snumeric15 unique values
0 missing
Eig15_EA.bo.numeric12 unique values
0 missing
ATSC2vnumeric15 unique values
0 missing
Eig15_EA.ed.numeric13 unique values
0 missing
ATSC3enumeric15 unique values
0 missing
Eig15_EA.ri.numeric13 unique values
0 missing
ATSC3inumeric15 unique values
0 missing
Eta_alphanumeric14 unique values
0 missing
ATSC3mnumeric15 unique values
0 missing
Eta_alpha_Anumeric12 unique values
0 missing
ATSC3pnumeric15 unique values
0 missing
Eta_Bnumeric11 unique values
0 missing
ATSC3snumeric15 unique values
0 missing
Eta_B_Anumeric9 unique values
0 missing
ATSC3vnumeric15 unique values
0 missing
Eta_betanumeric12 unique values
0 missing
ATSC4enumeric15 unique values
0 missing
Eta_beta_Anumeric14 unique values
0 missing
ATSC4inumeric15 unique values
0 missing
Eta_betaPnumeric7 unique values
0 missing
ATSC4mnumeric15 unique values
0 missing
Eta_betaP_Anumeric11 unique values
0 missing
ATSC4pnumeric14 unique values
0 missing
Eta_betaSnumeric12 unique values
0 missing
ATSC4snumeric15 unique values
0 missing
Eta_Cnumeric15 unique values
0 missing
ATSC4vnumeric15 unique values
0 missing
Eta_C_Anumeric15 unique values
0 missing
ATSC5enumeric15 unique values
0 missing
Eta_epsinumeric14 unique values
0 missing
ATSC5inumeric15 unique values
0 missing
Eta_Fnumeric15 unique values
0 missing
ATSC5snumeric15 unique values
0 missing
Eta_F_Anumeric14 unique values
0 missing
ATSC5vnumeric15 unique values
0 missing
Eta_Lnumeric15 unique values
0 missing
ATSC6enumeric15 unique values
0 missing
Eta_sh_pnumeric13 unique values
0 missing
ATSC6inumeric15 unique values
0 missing
F.082numeric2 unique values
0 missing
ATSC6pnumeric15 unique values
0 missing
F.083numeric2 unique values
0 missing
ATSC6snumeric15 unique values
0 missing
F.084numeric4 unique values
0 missing
ATSC6vnumeric15 unique values
0 missing
F.085numeric2 unique values
0 missing
ATSC7enumeric14 unique values
0 missing
GATS1enumeric14 unique values
0 missing
ATSC7inumeric15 unique values
0 missing
GATS1inumeric14 unique values
0 missing
ATSC7mnumeric15 unique values
0 missing
GATS1mnumeric14 unique values
0 missing
ATSC7pnumeric15 unique values
0 missing
GATS1pnumeric14 unique values
0 missing
ATSC7snumeric15 unique values
0 missing
GATS1vnumeric14 unique values
0 missing
ATSC7vnumeric15 unique values
0 missing
GATS2enumeric15 unique values
0 missing
ATSC8enumeric15 unique values
0 missing
GATS2inumeric14 unique values
0 missing
ATSC8inumeric15 unique values
0 missing
GATS2mnumeric13 unique values
0 missing
ATSC8mnumeric15 unique values
0 missing
GATS2pnumeric15 unique values
0 missing
ATSC8pnumeric15 unique values
0 missing
GATS2snumeric14 unique values
0 missing
ATSC8snumeric15 unique values
0 missing
GATS2vnumeric15 unique values
0 missing
ATSC8vnumeric15 unique values
0 missing
GATS3enumeric14 unique values
0 missing
BACnumeric7 unique values
0 missing
GATS3inumeric15 unique values
0 missing
BBInumeric7 unique values
0 missing
GATS3mnumeric13 unique values
0 missing
BIC0numeric11 unique values
0 missing
GATS3pnumeric14 unique values
0 missing
BIC1numeric14 unique values
0 missing
GATS3snumeric14 unique values
0 missing
BIC2numeric11 unique values
0 missing
GATS3vnumeric13 unique values
0 missing
BIC3numeric11 unique values
0 missing
GATS4enumeric15 unique values
0 missing
BIC4numeric10 unique values
0 missing
GATS4inumeric14 unique values
0 missing
BIC5numeric11 unique values
0 missing
GATS4mnumeric15 unique values
0 missing
BIDnumeric9 unique values
0 missing
GATS4pnumeric15 unique values
0 missing
BLInumeric15 unique values
0 missing
GATS4snumeric14 unique values
0 missing
BLTA96numeric13 unique values
0 missing
GATS4vnumeric15 unique values
0 missing
BLTD48numeric13 unique values
0 missing
GATS5enumeric15 unique values
0 missing
BLTF96numeric14 unique values
0 missing
GATS5mnumeric15 unique values
0 missing
C.002numeric3 unique values
0 missing
GATS5snumeric15 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
17
Number of instances (rows) of the dataset.
NumberOfFeatures
624
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
623
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Dimensionality
36.71
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
2.35
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
0.93
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.62
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
28.49
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
1.3
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.09
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.24
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
17
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.97
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
32736.12
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
4.84
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
99.84
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
7.02
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.12
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.16
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
4.12
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
2.03
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
8480.53
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.85
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.71
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.74
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
3.57
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
121.81
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.21
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.35
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.11
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3144
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3144
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3144
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3144
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3144
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3144
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3144
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3144
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3144
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3144
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3144
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3144
0 runs - estimation_procedure: 50 times Clustering
Define a new task