Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4680

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4680

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL4680 (TID: 100480), and it has 18 rows and 459 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.

461 features

pXC50 (target)numeric18 unique values
0 missing
molecule_id (row identifier)nominal18 unique values
0 missing
Eig01_EAnumeric6 unique values
0 missing
AMWnumeric15 unique values
0 missing
Eig01_EA.bo.numeric13 unique values
0 missing
MATS5snumeric17 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
GATS1inumeric14 unique values
0 missing
Eig01_EA.ed.numeric5 unique values
0 missing
SpMAD_AEA.ri.numeric17 unique values
0 missing
Eig01_EA.ri.numeric6 unique values
0 missing
SpMAD_EAnumeric10 unique values
0 missing
Eig02_AEA.bo.numeric10 unique values
0 missing
SpMAD_EA.bo.numeric14 unique values
0 missing
Eig02_AEA.dm.numeric8 unique values
0 missing
X1Anumeric11 unique values
0 missing
Eig02_AEA.ed.numeric9 unique values
0 missing
GATS1vnumeric15 unique values
0 missing
Eig02_AEA.ri.numeric11 unique values
0 missing
Mvnumeric15 unique values
0 missing
Eig02_EAnumeric12 unique values
0 missing
AACnumeric14 unique values
0 missing
Eig02_EA.bo.numeric13 unique values
0 missing
AECCnumeric12 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
ALOGPnumeric18 unique values
0 missing
Eig02_EA.ed.numeric14 unique values
0 missing
ALOGP2numeric18 unique values
0 missing
Eig02_EA.ri.numeric12 unique values
0 missing
AMRnumeric18 unique values
0 missing
Eig03_AEA.bo.numeric14 unique values
0 missing
ARRnumeric13 unique values
0 missing
Eig03_AEA.dm.numeric18 unique values
0 missing
ATS1enumeric15 unique values
0 missing
Eig03_AEA.ed.numeric14 unique values
0 missing
ATS1inumeric15 unique values
0 missing
Eig03_AEA.ri.numeric15 unique values
0 missing
ATS1mnumeric15 unique values
0 missing
Eig03_EAnumeric14 unique values
0 missing
ATS1pnumeric15 unique values
0 missing
Eig03_EA.bo.numeric12 unique values
0 missing
ATS1snumeric17 unique values
0 missing
Eig03_EA.dm.numeric4 unique values
0 missing
ATS1vnumeric15 unique values
0 missing
Eig03_EA.ed.numeric15 unique values
0 missing
ATS2enumeric17 unique values
0 missing
Eig03_EA.ri.numeric15 unique values
0 missing
ATS2inumeric15 unique values
0 missing
Eig04_AEA.bo.numeric15 unique values
0 missing
ATS2mnumeric18 unique values
0 missing
Eig04_AEA.dm.numeric17 unique values
0 missing
ATS2pnumeric18 unique values
0 missing
Eig04_AEA.ed.numeric16 unique values
0 missing
ATS2snumeric18 unique values
0 missing
Eig04_AEA.ri.numeric15 unique values
0 missing
ATS2vnumeric18 unique values
0 missing
Eig04_EAnumeric14 unique values
0 missing
ATS3enumeric18 unique values
0 missing
Eig04_EA.bo.numeric15 unique values
0 missing
ATS3inumeric17 unique values
0 missing
Eig04_EA.dm.numeric3 unique values
0 missing
ATS3mnumeric18 unique values
0 missing
Eig04_EA.ed.numeric16 unique values
0 missing
ATS3pnumeric18 unique values
0 missing
Eig04_EA.ri.numeric17 unique values
0 missing
ATS3snumeric16 unique values
0 missing
Eig05_AEA.bo.numeric16 unique values
0 missing
ATS3vnumeric17 unique values
0 missing
Eig05_AEA.dm.numeric18 unique values
0 missing
ATS4enumeric18 unique values
0 missing
Eig05_AEA.ed.numeric15 unique values
0 missing
ATS4inumeric18 unique values
0 missing
Eig05_AEA.ri.numeric18 unique values
0 missing
ATS4mnumeric18 unique values
0 missing
Eig05_EAnumeric16 unique values
0 missing
ATS4pnumeric18 unique values
0 missing
Eig05_EA.bo.numeric15 unique values
0 missing
ATS4snumeric18 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
ATS4vnumeric18 unique values
0 missing
Eig05_EA.ed.numeric16 unique values
0 missing
ATS5enumeric18 unique values
0 missing
Eig05_EA.ri.numeric18 unique values
0 missing
ATS5inumeric18 unique values
0 missing
Eig06_AEA.bo.numeric15 unique values
0 missing
ATS5mnumeric18 unique values
0 missing
Eig06_AEA.dm.numeric18 unique values
0 missing
ATS5pnumeric18 unique values
0 missing
Eig06_AEA.ed.numeric14 unique values
0 missing
ATS5snumeric18 unique values
0 missing
Eig06_AEA.ri.numeric18 unique values
0 missing
ATS5vnumeric18 unique values
0 missing
Eig06_EAnumeric16 unique values
0 missing
ATS6enumeric18 unique values
0 missing
Eig06_EA.bo.numeric16 unique values
0 missing
ATS6inumeric18 unique values
0 missing
Eig06_EA.ed.numeric15 unique values
0 missing
ATS6mnumeric18 unique values
0 missing
Eig06_EA.ri.numeric18 unique values
0 missing
ATS6pnumeric17 unique values
0 missing
Eig07_AEA.bo.numeric16 unique values
0 missing
ATS6snumeric17 unique values
0 missing
Eig07_AEA.dm.numeric18 unique values
0 missing
ATS6vnumeric18 unique values
0 missing
Eig07_AEA.ed.numeric13 unique values
0 missing
ATS7enumeric18 unique values
0 missing
Eig07_AEA.ri.numeric17 unique values
0 missing
ATS7inumeric18 unique values
0 missing
Eig07_EAnumeric13 unique values
0 missing
ATS7mnumeric18 unique values
0 missing
Eig07_EA.bo.numeric16 unique values
0 missing
ATS7pnumeric18 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
ATS7snumeric18 unique values
0 missing
Eig07_EA.ed.numeric14 unique values
0 missing
ATS7vnumeric18 unique values
0 missing
Eig07_EA.ri.numeric17 unique values
0 missing
ATS8enumeric18 unique values
0 missing
Eig08_AEA.bo.numeric15 unique values
0 missing
ATS8inumeric18 unique values
0 missing
Eig08_AEA.dm.numeric17 unique values
0 missing
ATS8mnumeric18 unique values
0 missing
Eig08_AEA.ed.numeric15 unique values
0 missing
ATS8pnumeric18 unique values
0 missing
Eig08_AEA.ri.numeric16 unique values
0 missing
ATS8snumeric18 unique values
0 missing
Eig08_EAnumeric14 unique values
0 missing
ATS8vnumeric18 unique values
0 missing
Eig08_EA.bo.numeric15 unique values
0 missing
ATSC1enumeric15 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
ATSC1inumeric15 unique values
0 missing
Eig08_EA.ed.numeric16 unique values
0 missing
ATSC1mnumeric15 unique values
0 missing
Eig08_EA.ri.numeric16 unique values
0 missing
ATSC1pnumeric15 unique values
0 missing
Eig09_AEA.bo.numeric16 unique values
0 missing
ATSC1snumeric18 unique values
0 missing
Eig09_AEA.dm.numeric18 unique values
0 missing
ATSC1vnumeric15 unique values
0 missing
Eig09_AEA.ed.numeric16 unique values
0 missing
ATSC2enumeric18 unique values
0 missing
Eig09_AEA.ri.numeric18 unique values
0 missing
ATSC2inumeric16 unique values
0 missing
Eig09_EAnumeric16 unique values
0 missing
ATSC2mnumeric18 unique values
0 missing
Eig09_EA.bo.numeric16 unique values
0 missing
ATSC2pnumeric18 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
ATSC2snumeric18 unique values
0 missing
Eig09_EA.ed.numeric16 unique values
0 missing
ATSC2vnumeric18 unique values
0 missing
Eig09_EA.ri.numeric18 unique values
0 missing
ATSC3enumeric18 unique values
0 missing
Eig10_AEA.bo.numeric16 unique values
0 missing
ATSC3inumeric18 unique values
0 missing
Eig10_AEA.dm.numeric18 unique values
0 missing
ATSC3mnumeric18 unique values
0 missing
Eig10_AEA.ed.numeric16 unique values
0 missing
ATSC3pnumeric18 unique values
0 missing
Eig10_AEA.ri.numeric18 unique values
0 missing
ATSC3snumeric18 unique values
0 missing
Eig10_EAnumeric16 unique values
0 missing
ATSC3vnumeric18 unique values
0 missing
Eig10_EA.bo.numeric16 unique values
0 missing
ATSC4enumeric17 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
ATSC4inumeric18 unique values
0 missing
Eig10_EA.ed.numeric16 unique values
0 missing
ATSC4mnumeric18 unique values
0 missing
Eig10_EA.ri.numeric18 unique values
0 missing
ATSC4pnumeric18 unique values
0 missing
Eig11_AEA.bo.numeric13 unique values
0 missing
ATSC4snumeric18 unique values
0 missing
Eig11_AEA.dm.numeric17 unique values
0 missing
ATSC4vnumeric18 unique values
0 missing
Eig11_AEA.ed.numeric15 unique values
0 missing
ATSC5enumeric18 unique values
0 missing
Eig11_AEA.ri.numeric18 unique values
0 missing
ATSC5inumeric18 unique values
0 missing
Eig11_EAnumeric15 unique values
0 missing
ATSC5mnumeric18 unique values
0 missing
Eig11_EA.bo.numeric14 unique values
0 missing
ATSC5pnumeric18 unique values
0 missing
Eig11_EA.dm.numeric2 unique values
0 missing
ATSC5snumeric18 unique values
0 missing
Eig11_EA.ed.numeric15 unique values
0 missing
ATSC5vnumeric18 unique values
0 missing
Eig11_EA.ri.numeric17 unique values
0 missing
ATSC6enumeric18 unique values
0 missing
Eig12_AEA.bo.numeric16 unique values
0 missing
ATSC6inumeric18 unique values
0 missing
Eig12_AEA.dm.numeric15 unique values
0 missing
ATSC6mnumeric18 unique values
0 missing
Eig12_AEA.ed.numeric15 unique values
0 missing
ATSC6pnumeric18 unique values
0 missing
Eig12_AEA.ri.numeric18 unique values
0 missing
ATSC6snumeric18 unique values
0 missing
Eig12_EAnumeric16 unique values
0 missing
ATSC6vnumeric18 unique values
0 missing
Eig12_EA.bo.numeric16 unique values
0 missing
ATSC7enumeric18 unique values
0 missing
Eig12_EA.dm.numeric2 unique values
0 missing
ATSC7inumeric18 unique values
0 missing
Eig12_EA.ed.numeric16 unique values
0 missing
ATSC7mnumeric18 unique values
0 missing
Eig12_EA.ri.numeric18 unique values
0 missing
ATSC7pnumeric18 unique values
0 missing
Eig13_AEA.bo.numeric16 unique values
0 missing
ATSC7snumeric18 unique values
0 missing
Eig13_AEA.dm.numeric16 unique values
0 missing
ATSC7vnumeric18 unique values
0 missing
Eig13_AEA.ed.numeric16 unique values
0 missing
ATSC8enumeric18 unique values
0 missing
Eig13_AEA.ri.numeric16 unique values
0 missing
ATSC8inumeric18 unique values
0 missing
Eig13_EAnumeric14 unique values
0 missing
ATSC8mnumeric18 unique values
0 missing
Eig13_EA.bo.numeric16 unique values
0 missing
ATSC8pnumeric18 unique values
0 missing
Eig13_EA.ed.numeric14 unique values
0 missing
ATSC8snumeric18 unique values
0 missing
Eig13_EA.ri.numeric16 unique values
0 missing
ATSC8vnumeric18 unique values
0 missing
Eig14_AEA.bo.numeric16 unique values
0 missing
BACnumeric6 unique values
0 missing
Eig14_AEA.dm.numeric17 unique values
0 missing
BBInumeric12 unique values
0 missing
Eig14_AEA.ed.numeric14 unique values
0 missing
BIC0numeric14 unique values
0 missing
Eig14_AEA.ri.numeric18 unique values
0 missing
BIC1numeric18 unique values
0 missing
Eig14_EAnumeric16 unique values
0 missing
BIC2numeric16 unique values
0 missing
Eig14_EA.bo.numeric16 unique values
0 missing
BIC3numeric14 unique values
0 missing
Eig14_EA.ed.numeric15 unique values
0 missing
BIC4numeric13 unique values
0 missing
Eig14_EA.ri.numeric18 unique values
0 missing
BIC5numeric13 unique values
0 missing
Eig15_AEA.bo.numeric15 unique values
0 missing
BIDnumeric11 unique values
0 missing
Eig15_AEA.dm.numeric18 unique values
0 missing
BLInumeric18 unique values
0 missing
Eig15_AEA.ed.numeric13 unique values
0 missing
BLTA96numeric14 unique values
0 missing
Eig15_AEA.ri.numeric18 unique values
0 missing
BLTD48numeric14 unique values
0 missing
Eig15_EAnumeric15 unique values
0 missing
BLTF96numeric14 unique values
0 missing
Eig15_EA.bo.numeric15 unique values
0 missing
C.numeric12 unique values
0 missing
Eig15_EA.ed.numeric14 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig15_EA.ri.numeric18 unique values
0 missing
C.002numeric3 unique values
0 missing
Eta_alphanumeric15 unique values
0 missing
C.006numeric2 unique values
0 missing
Eta_alpha_Anumeric11 unique values
0 missing
C.008numeric2 unique values
0 missing
Eta_Bnumeric11 unique values
0 missing
C.011numeric2 unique values
0 missing
Eta_B_Anumeric8 unique values
0 missing
C.015numeric2 unique values
0 missing
Eta_betanumeric14 unique values
0 missing
C.016numeric2 unique values
0 missing
Eta_beta_Anumeric15 unique values
0 missing
C.017numeric2 unique values
0 missing
Eta_betaPnumeric9 unique values
0 missing
C.019numeric2 unique values
0 missing
Eta_betaP_Anumeric13 unique values
0 missing
C.024numeric9 unique values
0 missing
Eta_betaSnumeric13 unique values
0 missing
C.025numeric6 unique values
0 missing
Eta_betaS_Anumeric13 unique values
0 missing
C.026numeric4 unique values
0 missing
Eta_Cnumeric18 unique values
0 missing
C.032numeric2 unique values
0 missing
Eta_C_Anumeric18 unique values
0 missing
C.033numeric3 unique values
0 missing
Eta_epsinumeric15 unique values
0 missing
C.034numeric5 unique values
0 missing
Eta_epsi_Anumeric15 unique values
0 missing
C.039numeric2 unique values
0 missing
Eta_Fnumeric18 unique values
0 missing
C.040numeric3 unique values
0 missing
Eta_F_Anumeric18 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eta_FLnumeric18 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
Eta_FL_Anumeric15 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eta_Lnumeric18 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
Eta_L_Anumeric15 unique values
0 missing
CATS2D_01_LLnumeric11 unique values
0 missing
Eta_sh_pnumeric14 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_sh_xnumeric14 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
Eta_sh_ynumeric14 unique values
0 missing
CATS2D_02_ALnumeric3 unique values
0 missing
GATS1enumeric15 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS1mnumeric14 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
GATS1pnumeric15 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
GATS1snumeric16 unique values
0 missing
CATS2D_02_LLnumeric14 unique values
0 missing
GATS2enumeric16 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
GATS2inumeric18 unique values
0 missing
CATS2D_03_ALnumeric4 unique values
0 missing
GATS2mnumeric18 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS2pnumeric18 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS2snumeric18 unique values
0 missing
CATS2D_03_DLnumeric3 unique values
0 missing
GATS2vnumeric18 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
GATS3enumeric17 unique values
0 missing
CATS2D_03_LLnumeric13 unique values
0 missing
GATS3inumeric18 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
GATS3mnumeric18 unique values
0 missing
CATS2D_03_NNnumeric2 unique values
0 missing
GATS3pnumeric16 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS3snumeric16 unique values
0 missing
CATS2D_04_ALnumeric5 unique values
0 missing
GATS3vnumeric18 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
GATS4enumeric18 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS4inumeric18 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
GATS4mnumeric17 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GATS4pnumeric18 unique values
0 missing
CATS2D_04_DNnumeric3 unique values
0 missing
GATS4snumeric17 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
GATS4vnumeric17 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
GATS5enumeric18 unique values
0 missing
CATS2D_04_NNnumeric2 unique values
0 missing
GATS5inumeric17 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GATS5mnumeric17 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
GATS5pnumeric18 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
GATS5snumeric18 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS5vnumeric18 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS6enumeric17 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
GATS6inumeric18 unique values
0 missing
CATS2D_05_DNnumeric3 unique values
0 missing
GATS6mnumeric17 unique values
0 missing
CATS2D_05_LLnumeric10 unique values
0 missing
GATS6pnumeric18 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
GATS6snumeric17 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS6vnumeric17 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
GATS7enumeric17 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS7inumeric18 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS7mnumeric18 unique values
0 missing
CATS2D_06_DLnumeric8 unique values
0 missing
GATS7pnumeric18 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
GATS7snumeric18 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
GATS7vnumeric17 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
GATS8enumeric18 unique values
0 missing
CATS2D_07_DLnumeric10 unique values
0 missing
GATS8inumeric18 unique values
0 missing
CATS2D_07_LLnumeric11 unique values
0 missing
GATS8mnumeric17 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
GATS8pnumeric18 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
GATS8snumeric17 unique values
0 missing
CATS2D_08_ALnumeric5 unique values
0 missing
GATS8vnumeric18 unique values
0 missing
CATS2D_08_DLnumeric12 unique values
0 missing
GGI1numeric7 unique values
0 missing
CATS2D_08_LLnumeric12 unique values
0 missing
GGI10numeric13 unique values
0 missing
CATS2D_08_NLnumeric5 unique values
0 missing
GGI2numeric9 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GGI3numeric15 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
GGI4numeric16 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
GGI5numeric16 unique values
0 missing
CATS2D_09_DLnumeric12 unique values
0 missing
GGI6numeric16 unique values
0 missing
CATS2D_09_LLnumeric13 unique values
0 missing
GGI7numeric14 unique values
0 missing
CATS2D_09_NLnumeric4 unique values
0 missing
CENTnumeric14 unique values
0 missing
Chi0_AEA.bo.numeric13 unique values
0 missing
Chi0_AEA.dm.numeric13 unique values
0 missing
Chi0_AEA.ed.numeric13 unique values
0 missing
Chi0_AEA.ri.numeric13 unique values
0 missing
Chi0_EAnumeric13 unique values
0 missing
Chi0_EA.bo.numeric13 unique values
0 missing
Chi0_EA.dm.numeric10 unique values
0 missing
Chi0_EA.ed.numeric16 unique values
0 missing
Chi0_EA.ri.numeric18 unique values
0 missing
Chi1_AEA.bo.numeric14 unique values
0 missing
Chi1_AEA.dm.numeric14 unique values
0 missing
Chi1_AEA.ed.numeric14 unique values
0 missing
Chi1_AEA.ri.numeric14 unique values
0 missing
Chi1_EAnumeric14 unique values
0 missing
Chi1_EA.bo.numeric16 unique values
0 missing
Chi1_EA.dm.numeric10 unique values
0 missing
Chi1_EA.ed.numeric16 unique values
0 missing
Chi1_EA.ri.numeric18 unique values
0 missing
CIC0numeric15 unique values
0 missing
CIC1numeric18 unique values
0 missing
CIC2numeric17 unique values
0 missing
CIC3numeric16 unique values
0 missing
CIC4numeric14 unique values
0 missing
CIC5numeric14 unique values
0 missing
CIDnumeric13 unique values
0 missing
Cl.089numeric3 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
CSInumeric15 unique values
0 missing
DBInumeric10 unique values
0 missing
D.Dtr05numeric14 unique values
0 missing
D.Dtr06numeric16 unique values
0 missing
D.Dtr09numeric11 unique values
0 missing
D.Dtr10numeric4 unique values
0 missing
DECCnumeric12 unique values
0 missing
DELSnumeric18 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
DLS_01numeric2 unique values
0 missing
DLS_02numeric2 unique values
0 missing
DLS_03numeric2 unique values
0 missing
DLS_04numeric5 unique values
0 missing
DLS_05numeric3 unique values
0 missing
DLS_06numeric3 unique values
0 missing
DLS_consnumeric8 unique values
0 missing
Dznumeric13 unique values
0 missing
ECCnumeric12 unique values
0 missing
Eig01_AEA.bo.numeric7 unique values
0 missing
Eig01_AEA.dm.numeric5 unique values
0 missing
Eig01_AEA.ed.numeric5 unique values
0 missing
Eig01_AEA.ri.numeric5 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
18
Number of instances (rows) of the dataset.
NumberOfFeatures
461
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
460
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile2KurtosisOfNumericAtts
2.44
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
25.61
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
1.9
Second quartile (Median) of means among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanSkewnessOfNumericAtts
-0.51
Mean skewness among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
4.77
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
-0.52
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.58
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.2
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.33
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
18
Maximum kurtosis 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
6.61
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
1271.72
Maximum of means among attributes of the numeric type.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.78
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.73
Third quartile of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinSkewnessOfNumericAtts
-4.24
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.22
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.26
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
4.24
Maximum skewness among attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.02
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.2
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
748.46
Maximum standard deviation of attributes of the numeric type.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.89
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.
MeanAttributeEntropy
Average entropy of the attributes.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanKurtosisOfNumericAtts
4.1
Mean kurtosis among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-1.56
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
11.63
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.24
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.14
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among 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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4680
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4680
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4680
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4680
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4680
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4680
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4680
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4680
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4680
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4680
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4680
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4680
0 runs - estimation_procedure: 50 times Clustering
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