DEVELOPMENT... OpenML
Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075022

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075022

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 by unknown
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: CHEMBL1075022 (TID: 102972), and it has 35 rows and 647 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.

649 features

pXC50 (target)numeric34 unique values
0 missing
molecule_id (row identifier)nominal35 unique values
0 missing
P_VSA_e_2numeric30 unique values
0 missing
P_VSA_i_2numeric30 unique values
0 missing
SpMin2_Bh.p.numeric26 unique values
0 missing
P_VSA_i_3numeric20 unique values
0 missing
SAtotnumeric30 unique values
0 missing
ATS5mnumeric33 unique values
0 missing
Eig08_AEA.dm.numeric26 unique values
0 missing
Eig08_AEA.ri.numeric31 unique values
0 missing
Eig08_EA.ri.numeric31 unique values
0 missing
Eig10_AEA.ri.numeric23 unique values
0 missing
Eig10_EAnumeric20 unique values
0 missing
Eig10_EA.ed.numeric21 unique values
0 missing
Eig10_EA.ri.numeric25 unique values
0 missing
SM04_AEA.dm.numeric20 unique values
0 missing
SM05_AEA.ri.numeric21 unique values
0 missing
SpMax6_Bh.e.numeric28 unique values
0 missing
ATS5enumeric34 unique values
0 missing
X4vnumeric35 unique values
0 missing
AACnumeric26 unique values
0 missing
AECCnumeric26 unique values
0 missing
ALOGPnumeric35 unique values
0 missing
ALOGP2numeric35 unique values
0 missing
AMRnumeric35 unique values
0 missing
AMWnumeric26 unique values
0 missing
ARRnumeric12 unique values
0 missing
ATS1enumeric29 unique values
0 missing
ATS1inumeric29 unique values
0 missing
ATS1mnumeric29 unique values
0 missing
ATS1pnumeric27 unique values
0 missing
ATS1snumeric35 unique values
0 missing
ATS1vnumeric27 unique values
0 missing
ATS2enumeric29 unique values
0 missing
ATS2inumeric33 unique values
0 missing
ATS2mnumeric34 unique values
0 missing
ATS2pnumeric33 unique values
0 missing
ATS2snumeric33 unique values
0 missing
ATS2vnumeric31 unique values
0 missing
ATS3enumeric34 unique values
0 missing
ATS3inumeric33 unique values
0 missing
ATS3mnumeric34 unique values
0 missing
ATS3pnumeric34 unique values
0 missing
ATS3snumeric33 unique values
0 missing
ATS3vnumeric29 unique values
0 missing
ATS4enumeric34 unique values
0 missing
ATS4inumeric32 unique values
0 missing
ATS4mnumeric35 unique values
0 missing
ATS4pnumeric34 unique values
0 missing
ATS4snumeric34 unique values
0 missing
ATS4vnumeric33 unique values
0 missing
ATS5inumeric34 unique values
0 missing
ATS5pnumeric34 unique values
0 missing
ATS5snumeric35 unique values
0 missing
ATS5vnumeric32 unique values
0 missing
ATS6enumeric32 unique values
0 missing
ATS6inumeric33 unique values
0 missing
ATS6mnumeric32 unique values
0 missing
ATS6pnumeric34 unique values
0 missing
ATS6snumeric35 unique values
0 missing
ATS6vnumeric34 unique values
0 missing
ATS7enumeric32 unique values
0 missing
ATS7inumeric33 unique values
0 missing
ATS7mnumeric34 unique values
0 missing
ATS7pnumeric33 unique values
0 missing
ATS7snumeric35 unique values
0 missing
ATS7vnumeric34 unique values
0 missing
ATS8enumeric34 unique values
0 missing
ATS8inumeric34 unique values
0 missing
ATS8mnumeric35 unique values
0 missing
ATS8pnumeric34 unique values
0 missing
ATS8snumeric34 unique values
0 missing
ATS8vnumeric35 unique values
0 missing
ATSC1enumeric24 unique values
0 missing
ATSC1inumeric28 unique values
0 missing
ATSC1mnumeric29 unique values
0 missing
ATSC1pnumeric29 unique values
0 missing
ATSC1snumeric34 unique values
0 missing
ATSC1vnumeric29 unique values
0 missing
ATSC2enumeric33 unique values
0 missing
ATSC2inumeric33 unique values
0 missing
ATSC2mnumeric35 unique values
0 missing
ATSC2pnumeric34 unique values
0 missing
ATSC2snumeric35 unique values
0 missing
ATSC2vnumeric34 unique values
0 missing
ATSC3enumeric34 unique values
0 missing
ATSC3inumeric35 unique values
0 missing
ATSC3mnumeric35 unique values
0 missing
ATSC3pnumeric35 unique values
0 missing
ATSC3snumeric35 unique values
0 missing
ATSC3vnumeric35 unique values
0 missing
ATSC4enumeric35 unique values
0 missing
ATSC4inumeric34 unique values
0 missing
ATSC4mnumeric35 unique values
0 missing
ATSC4pnumeric35 unique values
0 missing
ATSC4snumeric35 unique values
0 missing
ATSC4vnumeric35 unique values
0 missing
ATSC5enumeric33 unique values
0 missing
ATSC5inumeric34 unique values
0 missing
ATSC5mnumeric35 unique values
0 missing
ATSC5pnumeric34 unique values
0 missing
ATSC5snumeric35 unique values
0 missing
ATSC5vnumeric35 unique values
0 missing
ATSC6enumeric34 unique values
0 missing
ATSC6inumeric34 unique values
0 missing
ATSC6mnumeric35 unique values
0 missing
ATSC6pnumeric35 unique values
0 missing
ATSC6snumeric35 unique values
0 missing
ATSC6vnumeric35 unique values
0 missing
ATSC7enumeric34 unique values
0 missing
ATSC7inumeric35 unique values
0 missing
ATSC7mnumeric35 unique values
0 missing
ATSC7pnumeric35 unique values
0 missing
ATSC7snumeric35 unique values
0 missing
ATSC7vnumeric35 unique values
0 missing
ATSC8enumeric33 unique values
0 missing
ATSC8inumeric35 unique values
0 missing
ATSC8mnumeric35 unique values
0 missing
ATSC8pnumeric35 unique values
0 missing
ATSC8snumeric35 unique values
0 missing
ATSC8vnumeric35 unique values
0 missing
BACnumeric17 unique values
0 missing
BBInumeric14 unique values
0 missing
BIC0numeric22 unique values
0 missing
BIC1numeric26 unique values
0 missing
BIC2numeric24 unique values
0 missing
BIC3numeric26 unique values
0 missing
BIC4numeric27 unique values
0 missing
BIC5numeric27 unique values
0 missing
BIDnumeric10 unique values
0 missing
BLInumeric29 unique values
0 missing
BLTA96numeric25 unique values
0 missing
BLTD48numeric24 unique values
0 missing
BLTF96numeric25 unique values
0 missing
C.numeric18 unique values
0 missing
C.001numeric4 unique values
0 missing
C.002numeric3 unique values
0 missing
C.003numeric2 unique values
0 missing
C.005numeric3 unique values
0 missing
C.006numeric4 unique values
0 missing
C.008numeric3 unique values
0 missing
C.009numeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
C.013numeric3 unique values
0 missing
C.014numeric2 unique values
0 missing
C.016numeric3 unique values
0 missing
C.017numeric2 unique values
0 missing
C.018numeric2 unique values
0 missing
C.019numeric2 unique values
0 missing
C.024numeric4 unique values
0 missing
C.025numeric3 unique values
0 missing
C.026numeric3 unique values
0 missing
C.027numeric4 unique values
0 missing
C.028numeric3 unique values
0 missing
C.029numeric3 unique values
0 missing
C.030numeric2 unique values
0 missing
C.031numeric2 unique values
0 missing
C.032numeric2 unique values
0 missing
C.033numeric2 unique values
0 missing
C.034numeric2 unique values
0 missing
C.040numeric3 unique values
0 missing
C.041numeric2 unique values
0 missing
C.043numeric2 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
CATS2D_02_LLnumeric7 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
CATS2D_03_ALnumeric3 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
CATS2D_03_DLnumeric3 unique values
0 missing
CATS2D_03_LLnumeric5 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
CATS2D_04_LLnumeric4 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
CATS2D_05_ALnumeric9 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
CATS2D_05_LLnumeric6 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
CATS2D_06_ALnumeric9 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
CATS2D_06_LLnumeric6 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
CATS2D_07_LLnumeric8 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
CATS2D_09_LLnumeric6 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
CENTnumeric26 unique values
0 missing
Chi0_AEA.bo.numeric21 unique values
0 missing
Chi0_AEA.dm.numeric21 unique values
0 missing
Chi0_AEA.ed.numeric21 unique values
0 missing
Chi0_AEA.ri.numeric21 unique values
0 missing
Chi0_EAnumeric21 unique values
0 missing
Chi0_EA.bo.numeric23 unique values
0 missing
Chi0_EA.dm.numeric25 unique values
0 missing
Chi0_EA.ed.numeric24 unique values
0 missing
Chi0_EA.ri.numeric35 unique values
0 missing
Chi1_AEA.bo.numeric24 unique values
0 missing
Chi1_AEA.dm.numeric24 unique values
0 missing
Chi1_AEA.ed.numeric24 unique values
0 missing
Chi1_AEA.ri.numeric24 unique values
0 missing
Chi1_EAnumeric24 unique values
0 missing
Chi1_EA.bo.numeric24 unique values
0 missing
Chi1_EA.dm.numeric25 unique values
0 missing
Chi1_EA.ed.numeric24 unique values
0 missing
Chi1_EA.ri.numeric35 unique values
0 missing
CIC0numeric26 unique values
0 missing
CIC1numeric32 unique values
0 missing
CIC2numeric31 unique values
0 missing
CIC3numeric28 unique values
0 missing
CIC4numeric28 unique values
0 missing
CIC5numeric28 unique values
0 missing
CIDnumeric22 unique values
0 missing
Cl.089numeric2 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
cRo5numeric2 unique values
0 missing
CSInumeric25 unique values
0 missing
DBInumeric16 unique values
0 missing
D.Dtr03numeric3 unique values
0 missing
D.Dtr05numeric26 unique values
0 missing
D.Dtr06numeric26 unique values
0 missing
D.Dtr09numeric26 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
DECCnumeric25 unique values
0 missing
DELSnumeric35 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
DLS_01numeric3 unique values
0 missing
DLS_02numeric3 unique values
0 missing
DLS_03numeric3 unique values
0 missing
DLS_04numeric5 unique values
0 missing
DLS_05numeric3 unique values
0 missing
DLS_06numeric3 unique values
0 missing
DLS_07numeric2 unique values
0 missing
DLS_consnumeric8 unique values
0 missing
Dznumeric22 unique values
0 missing
ECCnumeric23 unique values
0 missing
Eig01_AEA.bo.numeric10 unique values
0 missing
Eig01_AEA.dm.numeric16 unique values
0 missing
Eig01_AEA.ed.numeric10 unique values
0 missing
Eig01_AEA.ri.numeric13 unique values
0 missing
Eig01_EAnumeric13 unique values
0 missing
Eig01_EA.bo.numeric9 unique values
0 missing
Eig01_EA.dm.numeric9 unique values
0 missing
Eig01_EA.ed.numeric14 unique values
0 missing
Eig01_EA.ri.numeric13 unique values
0 missing
Eig02_AEA.bo.numeric21 unique values
0 missing
Eig02_AEA.dm.numeric14 unique values
0 missing
Eig02_AEA.ed.numeric17 unique values
0 missing
Eig02_AEA.ri.numeric27 unique values
0 missing
Eig02_EAnumeric22 unique values
0 missing
Eig02_EA.bo.numeric17 unique values
0 missing
Eig02_EA.dm.numeric9 unique values
0 missing
Eig02_EA.ed.numeric22 unique values
0 missing
Eig02_EA.ri.numeric28 unique values
0 missing
Eig03_AEA.bo.numeric13 unique values
0 missing
Eig03_AEA.dm.numeric25 unique values
0 missing
Eig03_AEA.ed.numeric19 unique values
0 missing
Eig03_AEA.ri.numeric20 unique values
0 missing
Eig03_EAnumeric17 unique values
0 missing
Eig03_EA.bo.numeric8 unique values
0 missing
Eig03_EA.dm.numeric9 unique values
0 missing
Eig03_EA.ed.numeric21 unique values
0 missing
Eig03_EA.ri.numeric20 unique values
0 missing
Eig04_AEA.bo.numeric25 unique values
0 missing
Eig04_AEA.dm.numeric21 unique values
0 missing
Eig04_AEA.ed.numeric23 unique values
0 missing
Eig04_AEA.ri.numeric30 unique values
0 missing
Eig04_EAnumeric25 unique values
0 missing
Eig04_EA.bo.numeric24 unique values
0 missing
Eig04_EA.dm.numeric6 unique values
0 missing
Eig04_EA.ed.numeric24 unique values
0 missing
Eig04_EA.ri.numeric34 unique values
0 missing
Eig05_AEA.bo.numeric26 unique values
0 missing
Eig05_AEA.dm.numeric26 unique values
0 missing
Eig05_AEA.ed.numeric19 unique values
0 missing
Eig05_AEA.ri.numeric30 unique values
0 missing
Eig05_EAnumeric24 unique values
0 missing
Eig05_EA.bo.numeric27 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
Eig05_EA.ed.numeric25 unique values
0 missing
Eig05_EA.ri.numeric29 unique values
0 missing
Eig06_AEA.bo.numeric20 unique values
0 missing
Eig06_AEA.dm.numeric27 unique values
0 missing
Eig06_AEA.ed.numeric20 unique values
0 missing
Eig06_AEA.ri.numeric25 unique values
0 missing
Eig06_EAnumeric19 unique values
0 missing
Eig06_EA.bo.numeric25 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
Eig06_EA.ed.numeric17 unique values
0 missing
Eig06_EA.ri.numeric26 unique values
0 missing
Eig07_AEA.bo.numeric25 unique values
0 missing
Eig07_AEA.dm.numeric28 unique values
0 missing
Eig07_AEA.ed.numeric22 unique values
0 missing
Eig07_AEA.ri.numeric31 unique values
0 missing
Eig07_EAnumeric26 unique values
0 missing
Eig07_EA.bo.numeric26 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
Eig07_EA.ed.numeric26 unique values
0 missing
Eig07_EA.ri.numeric32 unique values
0 missing
Eig08_AEA.bo.numeric23 unique values
0 missing
Eig08_AEA.ed.numeric24 unique values
0 missing
Eig08_EAnumeric25 unique values
0 missing
Eig08_EA.bo.numeric23 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
Eig08_EA.ed.numeric26 unique values
0 missing
Eig09_AEA.bo.numeric25 unique values
0 missing
Eig09_AEA.dm.numeric19 unique values
0 missing
Eig09_AEA.ed.numeric23 unique values
0 missing
Eig09_AEA.ri.numeric26 unique values
0 missing
Eig09_EAnumeric25 unique values
0 missing
Eig09_EA.bo.numeric25 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
Eig09_EA.ed.numeric26 unique values
0 missing
Eig09_EA.ri.numeric30 unique values
0 missing
Eig10_AEA.bo.numeric17 unique values
0 missing
Eig10_AEA.dm.numeric22 unique values
0 missing
Eig10_AEA.ed.numeric24 unique values
0 missing
Eig10_EA.bo.numeric18 unique values
0 missing
Eig11_AEA.bo.numeric7 unique values
0 missing
Eig11_AEA.dm.numeric19 unique values
0 missing
Eig11_AEA.ed.numeric20 unique values
0 missing
Eig11_AEA.ri.numeric18 unique values
0 missing
Eig11_EAnumeric12 unique values
0 missing
Eig11_EA.bo.numeric7 unique values
0 missing
Eig11_EA.ed.numeric10 unique values
0 missing
Eig11_EA.ri.numeric18 unique values
0 missing
Eig12_AEA.bo.numeric13 unique values
0 missing
Eig12_AEA.dm.numeric11 unique values
0 missing
Eig12_AEA.ed.numeric10 unique values
0 missing
Eig12_AEA.ri.numeric10 unique values
0 missing
Eig12_EAnumeric5 unique values
0 missing
Eig12_EA.bo.numeric11 unique values
0 missing
Eig12_EA.ed.numeric14 unique values
0 missing
Eig12_EA.ri.numeric11 unique values
0 missing
Eig13_AEA.bo.numeric15 unique values
0 missing
Eig13_AEA.dm.numeric15 unique values
0 missing
Eig13_AEA.ed.numeric8 unique values
0 missing
Eig13_AEA.ri.numeric22 unique values
0 missing
Eig13_EAnumeric14 unique values
0 missing
Eig13_EA.bo.numeric16 unique values
0 missing
Eig13_EA.ed.numeric24 unique values
0 missing
Eig13_EA.ri.numeric22 unique values
0 missing
Eig14_AEA.bo.numeric25 unique values
0 missing
Eig14_AEA.dm.numeric27 unique values
0 missing
Eig14_AEA.ed.numeric16 unique values
0 missing
Eig14_AEA.ri.numeric32 unique values
0 missing
Eig14_EAnumeric24 unique values
0 missing
Eig14_EA.bo.numeric25 unique values
0 missing
Eig14_EA.ed.numeric24 unique values
0 missing
Eig14_EA.ri.numeric30 unique values
0 missing
Eig15_AEA.bo.numeric24 unique values
0 missing
Eig15_AEA.dm.numeric26 unique values
0 missing
Eig15_AEA.ed.numeric24 unique values
0 missing
Eig15_AEA.ri.numeric26 unique values
0 missing
Eig15_EAnumeric21 unique values
0 missing
Eig15_EA.bo.numeric24 unique values
0 missing
Eig15_EA.ed.numeric24 unique values
0 missing
Eig15_EA.ri.numeric27 unique values
0 missing
Eta_alphanumeric26 unique values
0 missing
Eta_alpha_Anumeric18 unique values
0 missing
Eta_Bnumeric17 unique values
0 missing
Eta_B_Anumeric13 unique values
0 missing
Eta_betanumeric18 unique values
0 missing
Eta_beta_Anumeric25 unique values
0 missing
Eta_betaPnumeric5 unique values
0 missing
Eta_betaP_Anumeric17 unique values
0 missing
Eta_betaSnumeric15 unique values
0 missing
Eta_betaS_Anumeric21 unique values
0 missing
Eta_Cnumeric35 unique values
0 missing
Eta_C_Anumeric33 unique values
0 missing
Eta_epsinumeric28 unique values
0 missing
Eta_epsi_Anumeric23 unique values
0 missing
Eta_Fnumeric35 unique values
0 missing
Eta_F_Anumeric35 unique values
0 missing
Eta_FLnumeric33 unique values
0 missing
Eta_FL_Anumeric23 unique values
0 missing
Eta_Lnumeric33 unique values
0 missing
Eta_L_Anumeric23 unique values
0 missing
Eta_sh_pnumeric27 unique values
0 missing
Eta_sh_xnumeric6 unique values
0 missing
Eta_sh_ynumeric24 unique values
0 missing
F.081numeric2 unique values
0 missing
F.083numeric3 unique values
0 missing
F.084numeric2 unique values
0 missing
F.085numeric2 unique values
0 missing
GATS1enumeric29 unique values
0 missing
GATS1inumeric28 unique values
0 missing
GATS1mnumeric27 unique values
0 missing
GATS1pnumeric28 unique values
0 missing
GATS1snumeric30 unique values
0 missing
GATS1vnumeric26 unique values
0 missing
GATS2enumeric33 unique values
0 missing
GATS2inumeric33 unique values
0 missing
GATS2mnumeric33 unique values
0 missing
GATS2pnumeric34 unique values
0 missing
GATS2snumeric31 unique values
0 missing
GATS2vnumeric31 unique values
0 missing
GATS3enumeric34 unique values
0 missing
GATS3inumeric35 unique values
0 missing
GATS3mnumeric33 unique values
0 missing
GATS3pnumeric34 unique values
0 missing
GATS3snumeric33 unique values
0 missing
GATS3vnumeric32 unique values
0 missing
GATS4enumeric33 unique values
0 missing
GATS4inumeric34 unique values
0 missing
GATS4mnumeric34 unique values
0 missing
GATS4pnumeric35 unique values
0 missing
GATS4snumeric34 unique values
0 missing
GATS4vnumeric31 unique values
0 missing
GATS5enumeric33 unique values
0 missing
GATS5inumeric34 unique values
0 missing
GATS5mnumeric32 unique values
0 missing
GATS5pnumeric34 unique values
0 missing
GATS5snumeric34 unique values
0 missing
GATS5vnumeric32 unique values
0 missing
GATS6enumeric33 unique values
0 missing
GATS6inumeric32 unique values
0 missing
GATS6mnumeric32 unique values
0 missing
GATS6pnumeric33 unique values
0 missing
GATS6snumeric34 unique values
0 missing
GATS6vnumeric32 unique values
0 missing
GATS7enumeric35 unique values
0 missing
GATS7inumeric32 unique values
0 missing
GATS7mnumeric32 unique values
0 missing
GATS7pnumeric32 unique values
0 missing
GATS7snumeric35 unique values
0 missing
GATS7vnumeric31 unique values
0 missing
GATS8enumeric35 unique values
0 missing
GATS8inumeric34 unique values
0 missing
GATS8mnumeric32 unique values
0 missing
GATS8pnumeric34 unique values
0 missing
GATS8snumeric34 unique values
0 missing
GATS8vnumeric33 unique values
0 missing
GGI1numeric10 unique values
0 missing
GGI10numeric22 unique values
0 missing
GGI2numeric11 unique values
0 missing
GGI3numeric15 unique values
0 missing
GGI4numeric18 unique values
0 missing
GGI5numeric21 unique values
0 missing
GGI6numeric21 unique values
0 missing
GGI7numeric20 unique values
0 missing
GGI8numeric22 unique values
0 missing
GGI9numeric25 unique values
0 missing
GMTInumeric26 unique values
0 missing
GMTIVnumeric34 unique values
0 missing
GNarnumeric20 unique values
0 missing
H.numeric21 unique values
0 missing
H.046numeric8 unique values
0 missing
H.047numeric10 unique values
0 missing
H.048numeric2 unique values
0 missing
H.049numeric5 unique values
0 missing
H.050numeric4 unique values
0 missing
H.051numeric5 unique values
0 missing
H.052numeric7 unique values
0 missing
HDcpxnumeric19 unique values
0 missing
HNarnumeric17 unique values
0 missing
HVcpxnumeric25 unique values
0 missing
Hynumeric21 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
IACnumeric27 unique values
0 missing
IC0numeric26 unique values
0 missing
IC1numeric32 unique values
0 missing
IC2numeric31 unique values
0 missing
IC3numeric28 unique values
0 missing
IC4numeric28 unique values
0 missing
IC5numeric28 unique values
0 missing
ICRnumeric25 unique values
0 missing
IDDEnumeric23 unique values
0 missing
IDDMnumeric20 unique values
0 missing
IDEnumeric24 unique values
0 missing
IDETnumeric26 unique values
0 missing
IDMnumeric24 unique values
0 missing
IDMTnumeric26 unique values
0 missing
Infective.80numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
ISIZnumeric13 unique values
0 missing
IVDEnumeric20 unique values
0 missing
IVDMnumeric19 unique values
0 missing
JGI1numeric19 unique values
0 missing
JGI10numeric7 unique values
0 missing
JGI2numeric16 unique values
0 missing
JGI3numeric12 unique values
0 missing
JGI4numeric13 unique values
0 missing
JGI5numeric9 unique values
0 missing
JGI6numeric7 unique values
0 missing
JGI7numeric9 unique values
0 missing
JGI8numeric8 unique values
0 missing
JGI9numeric7 unique values
0 missing
JGTnumeric25 unique values
0 missing
LLS_01numeric3 unique values
0 missing
LLS_02numeric3 unique values
0 missing
LOCnumeric19 unique values
0 missing
LPRSnumeric26 unique values
0 missing
MATS1enumeric23 unique values
0 missing
MATS1inumeric27 unique values
0 missing
MATS1mnumeric22 unique values
0 missing
MATS1pnumeric24 unique values
0 missing
MATS1snumeric27 unique values
0 missing
MATS1vnumeric20 unique values
0 missing
MATS2enumeric33 unique values
0 missing
MATS2inumeric33 unique values
0 missing
MATS2mnumeric30 unique values
0 missing
MATS2pnumeric33 unique values
0 missing
MATS2snumeric32 unique values
0 missing
MATS2vnumeric32 unique values
0 missing
MATS3enumeric34 unique values
0 missing
MATS3inumeric33 unique values
0 missing
MATS3mnumeric32 unique values
0 missing
MATS3pnumeric34 unique values
0 missing
MATS3snumeric32 unique values
0 missing
MATS3vnumeric31 unique values
0 missing
MATS4enumeric33 unique values
0 missing
MATS4inumeric32 unique values
0 missing
MATS4mnumeric33 unique values
0 missing
MATS4pnumeric32 unique values
0 missing
MATS4snumeric31 unique values
0 missing
MATS4vnumeric31 unique values
0 missing
MATS5enumeric32 unique values
0 missing
MATS5inumeric32 unique values
0 missing
MATS5mnumeric32 unique values
0 missing
MATS5pnumeric34 unique values
0 missing
MATS5snumeric33 unique values
0 missing
MATS5vnumeric30 unique values
0 missing
MATS6enumeric32 unique values
0 missing
MATS6inumeric32 unique values
0 missing
MATS6mnumeric31 unique values
0 missing
MATS6pnumeric33 unique values
0 missing
MATS6snumeric31 unique values
0 missing
MATS6vnumeric33 unique values
0 missing
MATS7enumeric34 unique values
0 missing
MATS7inumeric33 unique values
0 missing
MATS7mnumeric34 unique values
0 missing
MATS7pnumeric30 unique values
0 missing
MATS7snumeric33 unique values
0 missing
MATS7vnumeric31 unique values
0 missing
MATS8enumeric34 unique values
0 missing
MATS8inumeric32 unique values
0 missing
MATS8mnumeric31 unique values
0 missing
MATS8pnumeric32 unique values
0 missing
MATS8snumeric30 unique values
0 missing
MATS8vnumeric30 unique values
0 missing
MAXDNnumeric30 unique values
0 missing
MAXDPnumeric32 unique values
0 missing
MCDnumeric12 unique values
0 missing
MDDDnumeric26 unique values
0 missing
Menumeric19 unique values
0 missing
Minumeric15 unique values
0 missing
MLOGPnumeric25 unique values
0 missing
MLOGP2numeric25 unique values
0 missing
Mpnumeric24 unique values
0 missing
MPC01numeric10 unique values
0 missing
MPC02numeric14 unique values
0 missing
MPC03numeric13 unique values
0 missing
MPC04numeric14 unique values
0 missing
MPC05numeric16 unique values
0 missing
MPC06numeric19 unique values
0 missing
MPC07numeric19 unique values
0 missing
MPC08numeric21 unique values
0 missing
MPC09numeric21 unique values
0 missing
MPC10numeric22 unique values
0 missing
MSDnumeric26 unique values
0 missing
Mvnumeric25 unique values
0 missing
MWnumeric28 unique values
0 missing
MWC01numeric10 unique values
0 missing
MWC02numeric17 unique values
0 missing
MWC03numeric19 unique values
0 missing
MWC04numeric23 unique values
0 missing
MWC05numeric23 unique values
0 missing
MWC06numeric22 unique values
0 missing
MWC07numeric25 unique values
0 missing
MWC08numeric22 unique values
0 missing
MWC09numeric26 unique values
0 missing
MWC10numeric24 unique values
0 missing
N.numeric18 unique values
0 missing
N.071numeric2 unique values
0 missing
N.072numeric3 unique values
0 missing
N.073numeric2 unique values
0 missing
N.075numeric4 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
NaaCHnumeric5 unique values
0 missing
NaaNnumeric4 unique values
0 missing
NaasCnumeric3 unique values
0 missing
nABnumeric3 unique values
0 missing
nArCONHRnumeric2 unique values
0 missing
nArCOORnumeric2 unique values
0 missing
nArNR2numeric2 unique values
0 missing
nArOCONnumeric2 unique values
0 missing
nArOHnumeric2 unique values
0 missing
nArORnumeric2 unique values
0 missing
nArXnumeric2 unique values
0 missing
nATnumeric13 unique values
0 missing
nBMnumeric6 unique values
0 missing
nBnznumeric2 unique values
0 missing
nBOnumeric10 unique values
0 missing
nBTnumeric15 unique values
0 missing
nCnumeric7 unique values
0 missing
nCarnumeric4 unique values
0 missing
nCb.numeric2 unique values
0 missing
nCbHnumeric2 unique values
0 missing
nCconjnumeric4 unique values
0 missing
nCH2RXnumeric2 unique values
0 missing
nCICnumeric2 unique values
0 missing
nCIRnumeric2 unique values
0 missing
nCLnumeric2 unique values
0 missing
nCONNnumeric2 unique values
0 missing
nCpnumeric4 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
35
Number of instances (rows) of the dataset.
NumberOfFeatures
649
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
648
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
AutoCorrelation
0.49
Average class difference between consecutive instances.
CfsSubsetEval_DecisionStumpAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
CfsSubsetEval_DecisionStumpErrRate
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
CfsSubsetEval_DecisionStumpKappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
CfsSubsetEval_NaiveBayesAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
CfsSubsetEval_NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
CfsSubsetEval_NaiveBayesKappa
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
CfsSubsetEval_kNN1NAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
CfsSubsetEval_kNN1NErrRate
Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
CfsSubsetEval_kNN1NKappa
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
ClassEntropy
Entropy of the target attribute values.
DecisionStumpAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
DecisionStumpErrRate
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
DecisionStumpKappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
Dimensionality
18.54
Number of attributes divided by the number of instances.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
J48.00001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
J48.00001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
J48.00001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
J48.0001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
J48.0001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
J48.0001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001
J48.001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001
J48.001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001
J48.001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MajorityClassSize
Number of instances belonging to the most frequent class.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
35
Maximum kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
35178
Maximum of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MaxSkewnessOfNumericAtts
5.92
Maximum skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
14395.85
Maximum standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MeanKurtosisOfNumericAtts
8.96
Mean kurtosis among attributes of the numeric type.
MeanMeansOfNumericAtts
123.14
Mean of means among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
MeanSkewnessOfNumericAtts
1.62
Mean skewness among attributes of the numeric type.
MeanStdDevOfNumericAtts
47.42
Mean standard deviation of attributes of the numeric type.
MinAttributeEntropy
Minimal entropy among attributes.
MinKurtosisOfNumericAtts
-1.62
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.91
Minimum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.92
Minimum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NaiveBayesAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
NaiveBayesKappa
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
NumberOfBinaryFeatures
0
Number of binary attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
PercentageOfNumericFeatures
99.85
Percentage of numeric attributes.
PercentageOfSymbolicFeatures
0.15
Percentage of nominal attributes.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile1KurtosisOfNumericAtts
1.4
First quartile of kurtosis among attributes of the numeric type.
Quartile1MeansOfNumericAtts
0.51
First quartile of means among attributes of the numeric type.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
Quartile1SkewnessOfNumericAtts
0.39
First quartile of skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.1
First quartile of standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Quartile2KurtosisOfNumericAtts
5.99
Second quartile (Median) of kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.9
Second quartile (Median) of means among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
1.76
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.18
Second quartile (Median) of standard deviation of attributes of the numeric type.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
Quartile3KurtosisOfNumericAtts
12.35
Third quartile of kurtosis among attributes of the numeric type.
Quartile3MeansOfNumericAtts
4.76
Third quartile of means among attributes of the numeric type.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
Quartile3SkewnessOfNumericAtts
2.7
Third quartile of skewness among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.7
Third quartile of standard deviation of attributes of the numeric type.
REPTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
REPTreeDepth1ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
REPTreeDepth1Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
REPTreeDepth2AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2
REPTreeDepth2ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
REPTreeDepth2Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
REPTreeDepth3AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
REPTreeDepth3ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
REPTreeDepth3Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
RandomTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
RandomTreeDepth1ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
RandomTreeDepth1Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
RandomTreeDepth2AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
RandomTreeDepth2ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
RandomTreeDepth2Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
RandomTreeDepth3AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
RandomTreeDepth3ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
RandomTreeDepth3Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
kNN1NAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
kNN1NErrRate
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
kNN1NKappa
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk
Show all 107 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075022
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075022
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075022
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075022
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075022
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075022
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075022
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075022
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075022
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075022
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075022
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075022
0 runs - estimation_procedure: 50 times Clustering
Define a new task