Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293202

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293202

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL1293202 (TID: 103649), and it has 17 rows and 592 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.

594 features

pXC50 (target)numeric15 unique values
0 missing
molecule_id (row identifier)nominal17 unique values
0 missing
CMC.80numeric2 unique values
0 missing
MATS1vnumeric15 unique values
0 missing
BIC1numeric17 unique values
0 missing
cRo5numeric2 unique values
0 missing
MATS2enumeric15 unique values
0 missing
BIC2numeric14 unique values
0 missing
CSInumeric17 unique values
0 missing
MATS2inumeric17 unique values
0 missing
Eta_epsi_Anumeric16 unique values
0 missing
DBInumeric16 unique values
0 missing
MATS2mnumeric17 unique values
0 missing
Eta_sh_ynumeric16 unique values
0 missing
D.Dtr06numeric13 unique values
0 missing
MATS2pnumeric16 unique values
0 missing
GATS2mnumeric16 unique values
0 missing
DECCnumeric17 unique values
0 missing
MATS2snumeric12 unique values
0 missing
GATS8enumeric16 unique values
0 missing
DELSnumeric17 unique values
0 missing
MATS2vnumeric17 unique values
0 missing
IC3numeric17 unique values
0 missing
DLS_01numeric3 unique values
0 missing
MATS3inumeric16 unique values
0 missing
IC4numeric17 unique values
0 missing
DLS_02numeric3 unique values
0 missing
MATS3mnumeric17 unique values
0 missing
SIC1numeric16 unique values
0 missing
DLS_03numeric2 unique values
0 missing
MATS3pnumeric15 unique values
0 missing
SIC2numeric14 unique values
0 missing
DLS_04numeric5 unique values
0 missing
MATS3snumeric16 unique values
0 missing
SpMAD_AEA.ed.numeric17 unique values
0 missing
DLS_06numeric2 unique values
0 missing
MATS3vnumeric16 unique values
0 missing
MATS5mnumeric15 unique values
0 missing
DLS_consnumeric7 unique values
0 missing
MATS4enumeric16 unique values
0 missing
BIC3numeric17 unique values
0 missing
Dznumeric11 unique values
0 missing
MATS4inumeric15 unique values
0 missing
SIC3numeric17 unique values
0 missing
ECCnumeric17 unique values
0 missing
MATS4mnumeric17 unique values
0 missing
MATS8enumeric16 unique values
0 missing
Eig01_AEA.bo.numeric8 unique values
0 missing
MATS4snumeric15 unique values
0 missing
GATS6vnumeric16 unique values
0 missing
Eig01_AEA.dm.numeric5 unique values
0 missing
MATS4vnumeric17 unique values
0 missing
MATS6vnumeric17 unique values
0 missing
Eig01_AEA.ed.numeric7 unique values
0 missing
MATS5enumeric17 unique values
0 missing
BIC4numeric17 unique values
0 missing
Eig01_AEA.ri.numeric7 unique values
0 missing
MATS5inumeric15 unique values
0 missing
CIC3numeric17 unique values
0 missing
Eig01_EAnumeric7 unique values
0 missing
MATS5pnumeric17 unique values
0 missing
CIC4numeric17 unique values
0 missing
Eig01_EA.bo.numeric5 unique values
0 missing
MATS5snumeric16 unique values
0 missing
MATS6inumeric15 unique values
0 missing
Eig01_EA.dm.numeric3 unique values
0 missing
MATS6enumeric16 unique values
0 missing
SIC4numeric17 unique values
0 missing
Eig01_EA.ed.numeric7 unique values
0 missing
MATS6mnumeric17 unique values
0 missing
SIC5numeric16 unique values
0 missing
Eig01_EA.ri.numeric7 unique values
0 missing
MATS6snumeric17 unique values
0 missing
BIC5numeric16 unique values
0 missing
Eig02_AEA.bo.numeric8 unique values
0 missing
MATS7enumeric14 unique values
0 missing
CIC1numeric17 unique values
0 missing
Eig02_AEA.dm.numeric5 unique values
0 missing
MATS7inumeric17 unique values
0 missing
CIC2numeric17 unique values
0 missing
Eig02_AEA.ed.numeric8 unique values
0 missing
MATS7mnumeric16 unique values
0 missing
CIC5numeric17 unique values
0 missing
Eig02_AEA.ri.numeric8 unique values
0 missing
MATS7pnumeric16 unique values
0 missing
Uindexnumeric17 unique values
0 missing
Eig02_EAnumeric8 unique values
0 missing
MATS7snumeric16 unique values
0 missing
MATS4pnumeric14 unique values
0 missing
Eig02_EA.bo.numeric7 unique values
0 missing
MATS7vnumeric17 unique values
0 missing
GATS4enumeric17 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
MATS8inumeric15 unique values
0 missing
IC5numeric17 unique values
0 missing
Eig02_EA.ed.numeric8 unique values
0 missing
MATS8mnumeric14 unique values
0 missing
Eta_betaS_Anumeric14 unique values
0 missing
Eig02_EA.ri.numeric8 unique values
0 missing
MATS8pnumeric17 unique values
0 missing
GATS2vnumeric17 unique values
0 missing
Eig03_AEA.bo.numeric9 unique values
0 missing
MATS8vnumeric17 unique values
0 missing
GATS8snumeric17 unique values
0 missing
Eig03_AEA.dm.numeric7 unique values
0 missing
MAXDNnumeric16 unique values
0 missing
IC2numeric16 unique values
0 missing
Eig03_AEA.ed.numeric8 unique values
0 missing
MAXDPnumeric17 unique values
0 missing
MATS6pnumeric15 unique values
0 missing
Eig03_AEA.ri.numeric10 unique values
0 missing
MCDnumeric8 unique values
0 missing
AACnumeric17 unique values
0 missing
Eig03_EAnumeric9 unique values
0 missing
MDDDnumeric17 unique values
0 missing
IC0numeric17 unique values
0 missing
Eig03_EA.bo.numeric8 unique values
0 missing
Minumeric7 unique values
0 missing
JGI5numeric9 unique values
0 missing
Eig03_EA.dm.numeric3 unique values
0 missing
MLOGPnumeric17 unique values
0 missing
MATS1enumeric16 unique values
0 missing
Eig03_EA.ed.numeric8 unique values
0 missing
MLOGP2numeric17 unique values
0 missing
P_VSA_MR_1numeric10 unique values
0 missing
Eig03_EA.ri.numeric10 unique values
0 missing
Mpnumeric10 unique values
0 missing
SpMAD_EA.dm.numeric16 unique values
0 missing
Eig04_AEA.bo.numeric9 unique values
0 missing
MPC01numeric10 unique values
0 missing
SpMin3_Bh.s.numeric14 unique values
0 missing
Eig04_AEA.dm.numeric7 unique values
0 missing
MPC02numeric15 unique values
0 missing
GATS6pnumeric17 unique values
0 missing
Eig04_AEA.ed.numeric9 unique values
0 missing
MPC03numeric13 unique values
0 missing
GATS5mnumeric17 unique values
0 missing
Eig04_AEA.ri.numeric10 unique values
0 missing
MPC04numeric13 unique values
0 missing
MATS3enumeric14 unique values
0 missing
Eig04_EAnumeric9 unique values
0 missing
MPC05numeric16 unique values
0 missing
MATS5vnumeric17 unique values
0 missing
Eig04_EA.bo.numeric10 unique values
0 missing
MPC06numeric14 unique values
0 missing
MATS8snumeric17 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
MPC07numeric13 unique values
0 missing
Menumeric11 unique values
0 missing
Eig04_EA.ed.numeric10 unique values
0 missing
MPC08numeric15 unique values
0 missing
GATS2inumeric16 unique values
0 missing
Eig04_EA.ri.numeric11 unique values
0 missing
MPC09numeric15 unique values
0 missing
GATS2pnumeric16 unique values
0 missing
Eig05_AEA.bo.numeric11 unique values
0 missing
MPC10numeric15 unique values
0 missing
SpMAD_AEA.bo.numeric16 unique values
0 missing
Eig05_AEA.dm.numeric6 unique values
0 missing
MSDnumeric17 unique values
0 missing
SpMAD_AEA.ri.numeric16 unique values
0 missing
Eig05_AEA.ed.numeric11 unique values
0 missing
Mvnumeric13 unique values
0 missing
SpMAD_EAnumeric17 unique values
0 missing
Eig05_AEA.ri.numeric12 unique values
0 missing
MWnumeric17 unique values
0 missing
AECCnumeric17 unique values
0 missing
Eig05_EAnumeric12 unique values
0 missing
MWC01numeric10 unique values
0 missing
ALOGPnumeric17 unique values
0 missing
Eig05_EA.bo.numeric11 unique values
0 missing
MWC02numeric14 unique values
0 missing
ALOGP2numeric17 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
MWC03numeric17 unique values
0 missing
AMRnumeric17 unique values
0 missing
Eig05_EA.ed.numeric13 unique values
0 missing
MWC04numeric17 unique values
0 missing
AMWnumeric17 unique values
0 missing
Eig05_EA.ri.numeric13 unique values
0 missing
MWC05numeric17 unique values
0 missing
ARRnumeric8 unique values
0 missing
Eig06_AEA.bo.numeric15 unique values
0 missing
MWC06numeric17 unique values
0 missing
ATS1enumeric17 unique values
0 missing
Eig06_AEA.dm.numeric9 unique values
0 missing
MWC07numeric17 unique values
0 missing
ATS1inumeric17 unique values
0 missing
Eig06_AEA.ed.numeric12 unique values
0 missing
MWC08numeric17 unique values
0 missing
ATS1mnumeric17 unique values
0 missing
Eig06_AEA.ri.numeric16 unique values
0 missing
MWC09numeric16 unique values
0 missing
ATS1pnumeric13 unique values
0 missing
Eig06_EAnumeric17 unique values
0 missing
MWC10numeric17 unique values
0 missing
ATS1snumeric17 unique values
0 missing
Eig06_EA.bo.numeric13 unique values
0 missing
N.numeric15 unique values
0 missing
ATS1vnumeric15 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
N.066numeric2 unique values
0 missing
ATS2enumeric17 unique values
0 missing
Eig06_EA.ed.numeric12 unique values
0 missing
N.068numeric2 unique values
0 missing
ATS2inumeric17 unique values
0 missing
Eig06_EA.ri.numeric17 unique values
0 missing
N.072numeric2 unique values
0 missing
ATS2mnumeric17 unique values
0 missing
Eig07_AEA.bo.numeric16 unique values
0 missing
N.079numeric2 unique values
0 missing
ATS2pnumeric17 unique values
0 missing
Eig07_AEA.dm.numeric11 unique values
0 missing
NaaCHnumeric2 unique values
0 missing
ATS2snumeric17 unique values
0 missing
Eig07_AEA.ed.numeric15 unique values
0 missing
NaasCnumeric2 unique values
0 missing
ATS2vnumeric17 unique values
0 missing
Eig07_AEA.ri.numeric17 unique values
0 missing
nABnumeric2 unique values
0 missing
ATS3enumeric17 unique values
0 missing
Eig07_EAnumeric17 unique values
0 missing
nATnumeric16 unique values
0 missing
ATS3inumeric15 unique values
0 missing
Eig07_EA.bo.numeric16 unique values
0 missing
nBMnumeric3 unique values
0 missing
ATS3mnumeric17 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
nBnznumeric2 unique values
0 missing
ATS3pnumeric17 unique values
0 missing
Eig07_EA.ed.numeric16 unique values
0 missing
nBOnumeric10 unique values
0 missing
ATS3snumeric16 unique values
0 missing
Eig07_EA.ri.numeric17 unique values
0 missing
nBTnumeric17 unique values
0 missing
ATS3vnumeric17 unique values
0 missing
Eig08_AEA.bo.numeric16 unique values
0 missing
nCnumeric12 unique values
0 missing
ATS4enumeric17 unique values
0 missing
Eig08_AEA.dm.numeric11 unique values
0 missing
nCarnumeric2 unique values
0 missing
ATS4inumeric17 unique values
0 missing
Eig08_AEA.ed.numeric15 unique values
0 missing
nCb.numeric2 unique values
0 missing
ATS4mnumeric17 unique values
0 missing
Eig08_AEA.ri.numeric17 unique values
0 missing
ATS4pnumeric17 unique values
0 missing
Eig08_EAnumeric17 unique values
0 missing
ATS4snumeric17 unique values
0 missing
Eig08_EA.bo.numeric16 unique values
0 missing
ATS4vnumeric17 unique values
0 missing
Eig08_EA.ed.numeric17 unique values
0 missing
ATS5enumeric17 unique values
0 missing
Eig08_EA.ri.numeric17 unique values
0 missing
ATS5inumeric17 unique values
0 missing
Eig09_AEA.bo.numeric14 unique values
0 missing
ATS5mnumeric17 unique values
0 missing
Eig09_AEA.dm.numeric15 unique values
0 missing
ATS5pnumeric17 unique values
0 missing
Eig09_AEA.ed.numeric17 unique values
0 missing
ATS5snumeric17 unique values
0 missing
Eig09_AEA.ri.numeric17 unique values
0 missing
ATS5vnumeric17 unique values
0 missing
Eig09_EAnumeric17 unique values
0 missing
ATS6enumeric16 unique values
0 missing
Eig09_EA.bo.numeric14 unique values
0 missing
ATS6inumeric17 unique values
0 missing
Eig09_EA.ed.numeric17 unique values
0 missing
ATS6mnumeric17 unique values
0 missing
Eig09_EA.ri.numeric17 unique values
0 missing
ATS6pnumeric17 unique values
0 missing
Eig10_AEA.bo.numeric12 unique values
0 missing
ATS6snumeric17 unique values
0 missing
Eig10_AEA.dm.numeric13 unique values
0 missing
ATS6vnumeric17 unique values
0 missing
Eig10_AEA.ed.numeric16 unique values
0 missing
ATS7enumeric17 unique values
0 missing
Eig10_AEA.ri.numeric13 unique values
0 missing
ATS7inumeric17 unique values
0 missing
Eig10_EAnumeric15 unique values
0 missing
ATS7mnumeric17 unique values
0 missing
Eig10_EA.bo.numeric14 unique values
0 missing
ATS7pnumeric17 unique values
0 missing
Eig10_EA.ed.numeric14 unique values
0 missing
ATS7snumeric17 unique values
0 missing
Eig10_EA.ri.numeric14 unique values
0 missing
ATS7vnumeric17 unique values
0 missing
Eig11_AEA.bo.numeric16 unique values
0 missing
ATS8enumeric17 unique values
0 missing
Eig11_AEA.dm.numeric14 unique values
0 missing
ATS8inumeric17 unique values
0 missing
Eig11_AEA.ed.numeric13 unique values
0 missing
ATS8mnumeric17 unique values
0 missing
Eig11_AEA.ri.numeric14 unique values
0 missing
ATS8pnumeric17 unique values
0 missing
Eig11_EAnumeric15 unique values
0 missing
ATS8snumeric17 unique values
0 missing
Eig11_EA.bo.numeric17 unique values
0 missing
ATS8vnumeric17 unique values
0 missing
Eig11_EA.ed.numeric16 unique values
0 missing
ATSC1enumeric14 unique values
0 missing
Eig11_EA.ri.numeric15 unique values
0 missing
ATSC1inumeric17 unique values
0 missing
Eig12_AEA.bo.numeric15 unique values
0 missing
ATSC1mnumeric17 unique values
0 missing
Eig12_AEA.dm.numeric12 unique values
0 missing
ATSC1pnumeric17 unique values
0 missing
Eig12_AEA.ed.numeric11 unique values
0 missing
ATSC1snumeric17 unique values
0 missing
Eig12_AEA.ri.numeric14 unique values
0 missing
ATSC1vnumeric17 unique values
0 missing
Eig12_EAnumeric11 unique values
0 missing
ATSC2enumeric17 unique values
0 missing
Eig12_EA.bo.numeric15 unique values
0 missing
ATSC2inumeric17 unique values
0 missing
Eig12_EA.ed.numeric13 unique values
0 missing
ATSC2mnumeric17 unique values
0 missing
Eig12_EA.ri.numeric13 unique values
0 missing
ATSC2pnumeric17 unique values
0 missing
Eig13_AEA.bo.numeric14 unique values
0 missing
ATSC2snumeric17 unique values
0 missing
Eig13_AEA.dm.numeric14 unique values
0 missing
ATSC2vnumeric17 unique values
0 missing
Eig13_AEA.ed.numeric14 unique values
0 missing
ATSC3enumeric17 unique values
0 missing
Eig13_AEA.ri.numeric16 unique values
0 missing
ATSC3inumeric17 unique values
0 missing
Eig13_EAnumeric15 unique values
0 missing
ATSC3mnumeric17 unique values
0 missing
Eig13_EA.bo.numeric15 unique values
0 missing
ATSC3pnumeric17 unique values
0 missing
Eig13_EA.ed.numeric16 unique values
0 missing
ATSC3snumeric17 unique values
0 missing
Eig13_EA.ri.numeric15 unique values
0 missing
ATSC3vnumeric17 unique values
0 missing
Eig14_AEA.bo.numeric10 unique values
0 missing
ATSC4enumeric17 unique values
0 missing
Eig14_AEA.dm.numeric13 unique values
0 missing
ATSC4inumeric17 unique values
0 missing
Eig14_AEA.ed.numeric17 unique values
0 missing
ATSC4mnumeric17 unique values
0 missing
Eig14_AEA.ri.numeric14 unique values
0 missing
ATSC4pnumeric17 unique values
0 missing
Eig14_EAnumeric15 unique values
0 missing
ATSC4snumeric17 unique values
0 missing
Eig14_EA.bo.numeric14 unique values
0 missing
ATSC4vnumeric17 unique values
0 missing
Eig14_EA.ed.numeric17 unique values
0 missing
ATSC5enumeric17 unique values
0 missing
Eig14_EA.ri.numeric17 unique values
0 missing
ATSC5inumeric17 unique values
0 missing
Eig15_AEA.bo.numeric12 unique values
0 missing
ATSC5mnumeric17 unique values
0 missing
Eig15_AEA.dm.numeric15 unique values
0 missing
ATSC5pnumeric17 unique values
0 missing
Eig15_AEA.ed.numeric16 unique values
0 missing
ATSC5snumeric17 unique values
0 missing
Eig15_AEA.ri.numeric16 unique values
0 missing
ATSC5vnumeric17 unique values
0 missing
Eig15_EAnumeric15 unique values
0 missing
ATSC6enumeric17 unique values
0 missing
Eig15_EA.bo.numeric15 unique values
0 missing
ATSC6inumeric16 unique values
0 missing
Eig15_EA.ed.numeric16 unique values
0 missing
ATSC6mnumeric17 unique values
0 missing
Eig15_EA.ri.numeric16 unique values
0 missing
ATSC6pnumeric17 unique values
0 missing
Eta_alphanumeric13 unique values
0 missing
ATSC6snumeric17 unique values
0 missing
Eta_alpha_Anumeric10 unique values
0 missing
ATSC6vnumeric17 unique values
0 missing
Eta_Bnumeric6 unique values
0 missing
ATSC7enumeric17 unique values
0 missing
Eta_B_Anumeric14 unique values
0 missing
ATSC7inumeric17 unique values
0 missing
Eta_betanumeric16 unique values
0 missing
ATSC7mnumeric17 unique values
0 missing
Eta_beta_Anumeric17 unique values
0 missing
ATSC7pnumeric17 unique values
0 missing
Eta_betaPnumeric3 unique values
0 missing
ATSC7snumeric17 unique values
0 missing
Eta_betaP_Anumeric13 unique values
0 missing
ATSC7vnumeric17 unique values
0 missing
Eta_betaSnumeric16 unique values
0 missing
ATSC8enumeric16 unique values
0 missing
Eta_Cnumeric17 unique values
0 missing
ATSC8inumeric17 unique values
0 missing
Eta_C_Anumeric17 unique values
0 missing
ATSC8mnumeric17 unique values
0 missing
Eta_epsinumeric17 unique values
0 missing
ATSC8pnumeric17 unique values
0 missing
Eta_Fnumeric17 unique values
0 missing
ATSC8snumeric17 unique values
0 missing
Eta_F_Anumeric17 unique values
0 missing
ATSC8vnumeric17 unique values
0 missing
Eta_FLnumeric8 unique values
0 missing
BACnumeric16 unique values
0 missing
Eta_FL_Anumeric15 unique values
0 missing
BBInumeric15 unique values
0 missing
Eta_Lnumeric17 unique values
0 missing
BIC0numeric16 unique values
0 missing
Eta_L_Anumeric16 unique values
0 missing
BIDnumeric13 unique values
0 missing
Eta_sh_pnumeric16 unique values
0 missing
BLInumeric17 unique values
0 missing
Eta_sh_xnumeric15 unique values
0 missing
BLTA96numeric17 unique values
0 missing
GATS1enumeric16 unique values
0 missing
BLTD48numeric17 unique values
0 missing
GATS1inumeric17 unique values
0 missing
BLTF96numeric17 unique values
0 missing
GATS1mnumeric17 unique values
0 missing
C.numeric8 unique values
0 missing
GATS1pnumeric16 unique values
0 missing
C.001numeric2 unique values
0 missing
GATS1snumeric13 unique values
0 missing
C.002numeric6 unique values
0 missing
GATS1vnumeric16 unique values
0 missing
C.005numeric2 unique values
0 missing
GATS2enumeric17 unique values
0 missing
C.006numeric2 unique values
0 missing
GATS2snumeric13 unique values
0 missing
C.011numeric2 unique values
0 missing
GATS3enumeric17 unique values
0 missing
C.024numeric2 unique values
0 missing
GATS3inumeric16 unique values
0 missing
C.025numeric2 unique values
0 missing
GATS3mnumeric17 unique values
0 missing
C.041numeric2 unique values
0 missing
GATS3pnumeric17 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS3snumeric17 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS3vnumeric16 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS4inumeric17 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GATS4mnumeric17 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
GATS4pnumeric16 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
GATS4snumeric17 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GATS4vnumeric17 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
GATS5enumeric17 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GATS5inumeric17 unique values
0 missing
CATS2D_02_LLnumeric10 unique values
0 missing
GATS5pnumeric17 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
GATS5snumeric17 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS5vnumeric16 unique values
0 missing
CATS2D_03_ALnumeric3 unique values
0 missing
GATS6enumeric17 unique values
0 missing
CATS2D_03_APnumeric4 unique values
0 missing
GATS6inumeric15 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS6mnumeric17 unique values
0 missing
CATS2D_03_DLnumeric2 unique values
0 missing
GATS6snumeric17 unique values
0 missing
CATS2D_03_LLnumeric7 unique values
0 missing
GATS7enumeric17 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS7inumeric16 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS7mnumeric15 unique values
0 missing
CATS2D_04_ALnumeric6 unique values
0 missing
GATS7pnumeric16 unique values
0 missing
CATS2D_04_APnumeric3 unique values
0 missing
GATS7snumeric17 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS7vnumeric16 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS8inumeric17 unique values
0 missing
CATS2D_04_DLnumeric3 unique values
0 missing
GATS8mnumeric16 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
GATS8pnumeric17 unique values
0 missing
CATS2D_04_LLnumeric4 unique values
0 missing
GATS8vnumeric17 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GGI1numeric6 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
GGI10numeric10 unique values
0 missing
CATS2D_05_ALnumeric3 unique values
0 missing
GGI2numeric5 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GGI3numeric5 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GGI4numeric8 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
GGI5numeric8 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GGI6numeric7 unique values
0 missing
CATS2D_05_LLnumeric7 unique values
0 missing
GGI7numeric8 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
GGI8numeric10 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
GGI9numeric10 unique values
0 missing
CATS2D_06_ALnumeric3 unique values
0 missing
GMTInumeric17 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GMTIVnumeric17 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GNarnumeric16 unique values
0 missing
CATS2D_06_LLnumeric9 unique values
0 missing
H.numeric17 unique values
0 missing
CATS2D_06_PLnumeric4 unique values
0 missing
H.046numeric4 unique values
0 missing
CATS2D_06_PPnumeric2 unique values
0 missing
H.047numeric4 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
H.050numeric3 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
H.052numeric2 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
H.053numeric2 unique values
0 missing
CATS2D_07_DLnumeric2 unique values
0 missing
HDcpxnumeric14 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
HNarnumeric17 unique values
0 missing
CATS2D_07_LLnumeric11 unique values
0 missing
HVcpxnumeric16 unique values
0 missing
CATS2D_07_PLnumeric5 unique values
0 missing
Hynumeric13 unique values
0 missing
CATS2D_07_PPnumeric2 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
IACnumeric17 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
IC1numeric17 unique values
0 missing
CATS2D_08_DLnumeric2 unique values
0 missing
ICRnumeric17 unique values
0 missing
CATS2D_08_LLnumeric12 unique values
0 missing
IDDEnumeric17 unique values
0 missing
CATS2D_08_PLnumeric5 unique values
0 missing
IDDMnumeric16 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
IDEnumeric17 unique values
0 missing
CATS2D_09_ALnumeric7 unique values
0 missing
IDETnumeric17 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
IDMnumeric15 unique values
0 missing
CATS2D_09_DLnumeric2 unique values
0 missing
IDMTnumeric17 unique values
0 missing
CATS2D_09_LLnumeric12 unique values
0 missing
Infective.80numeric2 unique values
0 missing
CATS2D_09_PLnumeric5 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
CENTnumeric17 unique values
0 missing
ISIZnumeric16 unique values
0 missing
Chi0_AEA.bo.numeric17 unique values
0 missing
IVDEnumeric17 unique values
0 missing
Chi0_AEA.dm.numeric17 unique values
0 missing
IVDMnumeric17 unique values
0 missing
Chi0_AEA.ed.numeric17 unique values
0 missing
JGI1numeric16 unique values
0 missing
Chi0_AEA.ri.numeric17 unique values
0 missing
JGI10numeric7 unique values
0 missing
Chi0_EAnumeric17 unique values
0 missing
JGI2numeric14 unique values
0 missing
Chi0_EA.bo.numeric17 unique values
0 missing
JGI3numeric10 unique values
0 missing
Chi0_EA.dm.numeric8 unique values
0 missing
JGI4numeric9 unique values
0 missing
Chi0_EA.ed.numeric17 unique values
0 missing
JGI6numeric8 unique values
0 missing
Chi0_EA.ri.numeric17 unique values
0 missing
JGI7numeric7 unique values
0 missing
Chi1_AEA.bo.numeric17 unique values
0 missing
JGI8numeric7 unique values
0 missing
Chi1_AEA.dm.numeric17 unique values
0 missing
JGI9numeric5 unique values
0 missing
Chi1_AEA.ed.numeric17 unique values
0 missing
JGTnumeric17 unique values
0 missing
Chi1_AEA.ri.numeric17 unique values
0 missing
LLS_01numeric3 unique values
0 missing
Chi1_EAnumeric17 unique values
0 missing
LLS_02numeric3 unique values
0 missing
Chi1_EA.bo.numeric17 unique values
0 missing
LOCnumeric17 unique values
0 missing
Chi1_EA.dm.numeric8 unique values
0 missing
LPRSnumeric17 unique values
0 missing
Chi1_EA.ed.numeric17 unique values
0 missing
MATS1inumeric17 unique values
0 missing
Chi1_EA.ri.numeric17 unique values
0 missing
MATS1mnumeric13 unique values
0 missing
CIC0numeric17 unique values
0 missing
MATS1pnumeric17 unique values
0 missing
CIDnumeric17 unique values
0 missing
MATS1snumeric15 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
17
Number of instances (rows) of the dataset.
NumberOfFeatures
594
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
593
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
34.94
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.59
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
-0.17
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.85
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
77.53
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
-0.13
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.27
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.37
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
17
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3
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
35252.96
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
-0.23
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
99.83
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.26
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
0.17
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
0.19
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
20451.54
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.17
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.79
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
0.68
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
-0.35
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
146.81
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.68
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.48
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.1
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-CHEMBL1293202
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293202
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293202
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293202
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293202
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293202
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293202
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293202
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293202
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293202
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293202
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293202
0 runs - estimation_procedure: 50 times Clustering
Define a new task