Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5836

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5836

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL5836 (TID: 102676), and it has 75 rows and 522 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.

524 features

pXC50 (target)numeric39 unique values
0 missing
molecule_id (row identifier)nominal75 unique values
0 missing
CENTnumeric74 unique values
0 missing
GGI1numeric17 unique values
0 missing
ATSC2mnumeric74 unique values
0 missing
Chi0_AEA.bo.numeric75 unique values
0 missing
GGI10numeric66 unique values
0 missing
ON1Vnumeric75 unique values
0 missing
Chi0_AEA.dm.numeric75 unique values
0 missing
GGI2numeric20 unique values
0 missing
ATS2vnumeric74 unique values
0 missing
Chi0_AEA.ed.numeric75 unique values
0 missing
GGI3numeric66 unique values
0 missing
ATS2enumeric71 unique values
0 missing
Chi0_AEA.ri.numeric75 unique values
0 missing
GGI4numeric75 unique values
0 missing
ATS2inumeric73 unique values
0 missing
Chi0_EAnumeric75 unique values
0 missing
GGI5numeric71 unique values
0 missing
ATS4enumeric73 unique values
0 missing
Chi0_EA.dm.numeric74 unique values
0 missing
GGI6numeric72 unique values
0 missing
ATS4inumeric75 unique values
0 missing
Chi0_EA.ed.numeric75 unique values
0 missing
GGI7numeric74 unique values
0 missing
ATS5inumeric74 unique values
0 missing
Chi0_EA.ri.numeric75 unique values
0 missing
GGI8numeric68 unique values
0 missing
Eig11_AEA.bo.numeric66 unique values
0 missing
Chi1_AEA.bo.numeric74 unique values
0 missing
GGI9numeric69 unique values
0 missing
SpMin6_Bh.e.numeric61 unique values
0 missing
Chi1_AEA.dm.numeric74 unique values
0 missing
GMTInumeric75 unique values
0 missing
ATSC2vnumeric75 unique values
0 missing
Chi1_AEA.ed.numeric74 unique values
0 missing
ATSC5mnumeric75 unique values
0 missing
Chi1_AEA.ri.numeric74 unique values
0 missing
SpMin2_Bh.s.numeric62 unique values
0 missing
Chi1_EAnumeric74 unique values
0 missing
SpMax6_Bh.e.numeric68 unique values
0 missing
Chi1_EA.bo.numeric75 unique values
0 missing
SpMax6_Bh.i.numeric67 unique values
0 missing
Chi1_EA.dm.numeric74 unique values
0 missing
SpMax6_Bh.p.numeric63 unique values
0 missing
Chi1_EA.ed.numeric75 unique values
0 missing
Chi0_EA.bo.numeric75 unique values
0 missing
Chi1_EA.ri.numeric75 unique values
0 missing
SpMax4_Bh.e.numeric71 unique values
0 missing
CIC0numeric72 unique values
0 missing
TIC2numeric75 unique values
0 missing
CIC1numeric74 unique values
0 missing
GATS1vnumeric68 unique values
0 missing
CIC2numeric70 unique values
0 missing
AACnumeric70 unique values
0 missing
CIC3numeric73 unique values
0 missing
AECCnumeric75 unique values
0 missing
CIC4numeric71 unique values
0 missing
ALOGPnumeric75 unique values
0 missing
CIC5numeric70 unique values
0 missing
ALOGP2numeric75 unique values
0 missing
CIDnumeric71 unique values
0 missing
AMRnumeric75 unique values
0 missing
Cl.089numeric3 unique values
0 missing
AMWnumeric71 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ARRnumeric62 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATS1enumeric71 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATS1inumeric71 unique values
0 missing
CSInumeric74 unique values
0 missing
ATS1mnumeric72 unique values
0 missing
DBInumeric34 unique values
0 missing
ATS1pnumeric70 unique values
0 missing
D.Dtr03numeric4 unique values
0 missing
ATS1snumeric70 unique values
0 missing
D.Dtr05numeric54 unique values
0 missing
ATS1vnumeric69 unique values
0 missing
D.Dtr06numeric75 unique values
0 missing
ATS2mnumeric73 unique values
0 missing
D.Dtr07numeric6 unique values
0 missing
ATS2pnumeric72 unique values
0 missing
D.Dtr08numeric3 unique values
0 missing
ATS2snumeric75 unique values
0 missing
D.Dtr09numeric38 unique values
0 missing
ATS3enumeric75 unique values
0 missing
D.Dtr10numeric30 unique values
0 missing
ATS3inumeric72 unique values
0 missing
D.Dtr11numeric6 unique values
0 missing
ATS3mnumeric72 unique values
0 missing
D.Dtr12numeric6 unique values
0 missing
ATS3pnumeric72 unique values
0 missing
DECCnumeric74 unique values
0 missing
ATS3snumeric69 unique values
0 missing
DELSnumeric75 unique values
0 missing
ATS3vnumeric72 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ATS4mnumeric72 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS4pnumeric71 unique values
0 missing
DLS_01numeric3 unique values
0 missing
ATS4snumeric74 unique values
0 missing
DLS_02numeric5 unique values
0 missing
ATS4vnumeric74 unique values
0 missing
DLS_03numeric3 unique values
0 missing
ATS5enumeric73 unique values
0 missing
DLS_04numeric8 unique values
0 missing
ATS5mnumeric73 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS5pnumeric74 unique values
0 missing
DLS_06numeric3 unique values
0 missing
ATS5snumeric74 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS5vnumeric74 unique values
0 missing
DLS_consnumeric23 unique values
0 missing
ATS6enumeric71 unique values
0 missing
Dznumeric56 unique values
0 missing
ATS6inumeric73 unique values
0 missing
ECCnumeric73 unique values
0 missing
ATS6mnumeric72 unique values
0 missing
Eig01_AEA.bo.numeric66 unique values
0 missing
ATS6pnumeric74 unique values
0 missing
Eig01_AEA.dm.numeric66 unique values
0 missing
ATS6snumeric74 unique values
0 missing
Eig01_AEA.ed.numeric70 unique values
0 missing
ATS6vnumeric73 unique values
0 missing
Eig01_AEA.ri.numeric69 unique values
0 missing
ATS7enumeric74 unique values
0 missing
Eig01_EAnumeric64 unique values
0 missing
ATS7inumeric74 unique values
0 missing
Eig01_EA.bo.numeric61 unique values
0 missing
ATS7mnumeric74 unique values
0 missing
Eig01_EA.dm.numeric30 unique values
0 missing
ATS7pnumeric74 unique values
0 missing
Eig01_EA.ed.numeric72 unique values
0 missing
ATS7snumeric73 unique values
0 missing
Eig01_EA.ri.numeric70 unique values
0 missing
ATS7vnumeric74 unique values
0 missing
Eig02_AEA.bo.numeric71 unique values
0 missing
ATS8enumeric72 unique values
0 missing
Eig02_AEA.dm.numeric72 unique values
0 missing
ATS8inumeric74 unique values
0 missing
Eig02_AEA.ed.numeric73 unique values
0 missing
ATS8mnumeric74 unique values
0 missing
Eig02_AEA.ri.numeric71 unique values
0 missing
ATS8pnumeric74 unique values
0 missing
Eig02_EAnumeric70 unique values
0 missing
ATS8snumeric75 unique values
0 missing
Eig02_EA.bo.numeric69 unique values
0 missing
ATS8vnumeric73 unique values
0 missing
Eig02_EA.dm.numeric24 unique values
0 missing
ATSC1enumeric66 unique values
0 missing
Eig02_EA.ed.numeric74 unique values
0 missing
ATSC1inumeric71 unique values
0 missing
Eig02_EA.ri.numeric71 unique values
0 missing
ATSC1mnumeric73 unique values
0 missing
Eig03_AEA.bo.numeric72 unique values
0 missing
ATSC1pnumeric74 unique values
0 missing
Eig03_AEA.dm.numeric73 unique values
0 missing
ATSC1snumeric75 unique values
0 missing
Eig03_AEA.ed.numeric72 unique values
0 missing
ATSC1vnumeric74 unique values
0 missing
Eig03_AEA.ri.numeric71 unique values
0 missing
ATSC2enumeric67 unique values
0 missing
Eig03_EAnumeric68 unique values
0 missing
ATSC2inumeric71 unique values
0 missing
Eig03_EA.bo.numeric69 unique values
0 missing
ATSC2pnumeric74 unique values
0 missing
Eig03_EA.dm.numeric15 unique values
0 missing
ATSC2snumeric75 unique values
0 missing
Eig03_EA.ed.numeric75 unique values
0 missing
ATSC3enumeric72 unique values
0 missing
Eig03_EA.ri.numeric72 unique values
0 missing
ATSC3inumeric74 unique values
0 missing
Eig04_AEA.bo.numeric69 unique values
0 missing
ATSC3mnumeric75 unique values
0 missing
Eig04_AEA.dm.numeric73 unique values
0 missing
ATSC3pnumeric74 unique values
0 missing
Eig04_AEA.ed.numeric73 unique values
0 missing
ATSC3snumeric75 unique values
0 missing
Eig04_AEA.ri.numeric70 unique values
0 missing
ATSC3vnumeric74 unique values
0 missing
Eig04_EAnumeric74 unique values
0 missing
ATSC4enumeric70 unique values
0 missing
Eig04_EA.bo.numeric72 unique values
0 missing
ATSC4inumeric73 unique values
0 missing
Eig04_EA.dm.numeric15 unique values
0 missing
ATSC4mnumeric75 unique values
0 missing
Eig04_EA.ed.numeric72 unique values
0 missing
ATSC4pnumeric75 unique values
0 missing
Eig04_EA.ri.numeric72 unique values
0 missing
ATSC4snumeric75 unique values
0 missing
Eig05_AEA.bo.numeric70 unique values
0 missing
ATSC4vnumeric75 unique values
0 missing
Eig05_AEA.dm.numeric73 unique values
0 missing
ATSC5enumeric74 unique values
0 missing
Eig05_AEA.ed.numeric71 unique values
0 missing
ATSC5inumeric74 unique values
0 missing
Eig05_AEA.ri.numeric74 unique values
0 missing
ATSC5pnumeric75 unique values
0 missing
Eig05_EAnumeric70 unique values
0 missing
ATSC5snumeric75 unique values
0 missing
Eig05_EA.bo.numeric68 unique values
0 missing
ATSC5vnumeric75 unique values
0 missing
Eig05_EA.dm.numeric10 unique values
0 missing
ATSC6enumeric74 unique values
0 missing
Eig05_EA.ed.numeric75 unique values
0 missing
ATSC6inumeric73 unique values
0 missing
Eig05_EA.ri.numeric73 unique values
0 missing
ATSC6mnumeric75 unique values
0 missing
Eig06_AEA.bo.numeric69 unique values
0 missing
ATSC6pnumeric75 unique values
0 missing
Eig06_AEA.dm.numeric72 unique values
0 missing
ATSC6snumeric75 unique values
0 missing
Eig06_AEA.ed.numeric71 unique values
0 missing
ATSC6vnumeric75 unique values
0 missing
Eig06_AEA.ri.numeric71 unique values
0 missing
ATSC7enumeric73 unique values
0 missing
Eig06_EAnumeric70 unique values
0 missing
ATSC7inumeric74 unique values
0 missing
Eig06_EA.bo.numeric70 unique values
0 missing
ATSC7mnumeric75 unique values
0 missing
Eig06_EA.dm.numeric9 unique values
0 missing
ATSC7pnumeric74 unique values
0 missing
Eig06_EA.ed.numeric74 unique values
0 missing
ATSC7snumeric75 unique values
0 missing
Eig06_EA.ri.numeric73 unique values
0 missing
ATSC7vnumeric75 unique values
0 missing
Eig07_AEA.bo.numeric69 unique values
0 missing
ATSC8enumeric74 unique values
0 missing
Eig07_AEA.dm.numeric72 unique values
0 missing
ATSC8inumeric72 unique values
0 missing
Eig07_AEA.ed.numeric70 unique values
0 missing
ATSC8mnumeric75 unique values
0 missing
Eig07_AEA.ri.numeric71 unique values
0 missing
ATSC8pnumeric75 unique values
0 missing
Eig07_EAnumeric69 unique values
0 missing
ATSC8snumeric75 unique values
0 missing
Eig07_EA.bo.numeric73 unique values
0 missing
ATSC8vnumeric75 unique values
0 missing
Eig07_EA.dm.numeric8 unique values
0 missing
BACnumeric33 unique values
0 missing
Eig07_EA.ed.numeric75 unique values
0 missing
BBInumeric37 unique values
0 missing
Eig07_EA.ri.numeric71 unique values
0 missing
BIC0numeric50 unique values
0 missing
Eig08_AEA.bo.numeric69 unique values
0 missing
BIC1numeric61 unique values
0 missing
Eig08_AEA.dm.numeric71 unique values
0 missing
BIC2numeric64 unique values
0 missing
Eig08_AEA.ed.numeric72 unique values
0 missing
BIC3numeric57 unique values
0 missing
Eig08_AEA.ri.numeric73 unique values
0 missing
BIC4numeric55 unique values
0 missing
Eig08_EAnumeric71 unique values
0 missing
BIC5numeric55 unique values
0 missing
Eig08_EA.bo.numeric72 unique values
0 missing
BIDnumeric44 unique values
0 missing
Eig08_EA.dm.numeric5 unique values
0 missing
BLInumeric63 unique values
0 missing
Eig08_EA.ed.numeric72 unique values
0 missing
BLTA96numeric69 unique values
0 missing
Eig08_EA.ri.numeric73 unique values
0 missing
BLTD48numeric66 unique values
0 missing
Eig09_AEA.bo.numeric64 unique values
0 missing
BLTF96numeric66 unique values
0 missing
Eig09_AEA.dm.numeric73 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig09_AEA.ed.numeric73 unique values
0 missing
C.numeric64 unique values
0 missing
Eig09_AEA.ri.numeric69 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig09_EAnumeric65 unique values
0 missing
C.002numeric9 unique values
0 missing
Eig09_EA.bo.numeric70 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
C.004numeric3 unique values
0 missing
Eig09_EA.ed.numeric70 unique values
0 missing
C.005numeric5 unique values
0 missing
Eig09_EA.ri.numeric71 unique values
0 missing
C.006numeric9 unique values
0 missing
Eig10_AEA.bo.numeric69 unique values
0 missing
C.008numeric4 unique values
0 missing
Eig10_AEA.dm.numeric70 unique values
0 missing
C.009numeric3 unique values
0 missing
Eig10_AEA.ed.numeric74 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig10_AEA.ri.numeric71 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig10_EAnumeric66 unique values
0 missing
C.013numeric3 unique values
0 missing
Eig10_EA.bo.numeric70 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
C.016numeric4 unique values
0 missing
Eig10_EA.ed.numeric72 unique values
0 missing
C.017numeric3 unique values
0 missing
Eig10_EA.ri.numeric69 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig11_AEA.dm.numeric66 unique values
0 missing
C.021numeric2 unique values
0 missing
Eig11_AEA.ed.numeric68 unique values
0 missing
C.022numeric3 unique values
0 missing
Eig11_AEA.ri.numeric68 unique values
0 missing
C.024numeric14 unique values
0 missing
Eig11_EAnumeric63 unique values
0 missing
C.025numeric8 unique values
0 missing
Eig11_EA.bo.numeric68 unique values
0 missing
C.026numeric8 unique values
0 missing
Eig11_EA.ed.numeric67 unique values
0 missing
C.027numeric4 unique values
0 missing
Eig11_EA.ri.numeric65 unique values
0 missing
C.028numeric4 unique values
0 missing
Eig12_AEA.bo.numeric69 unique values
0 missing
C.029numeric4 unique values
0 missing
Eig12_AEA.dm.numeric68 unique values
0 missing
C.030numeric2 unique values
0 missing
Eig12_AEA.ed.numeric65 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig12_AEA.ri.numeric67 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig12_EAnumeric65 unique values
0 missing
C.033numeric3 unique values
0 missing
Eig12_EA.bo.numeric67 unique values
0 missing
C.034numeric5 unique values
0 missing
Eig12_EA.ed.numeric67 unique values
0 missing
C.035numeric2 unique values
0 missing
Eig12_EA.ri.numeric68 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig13_AEA.bo.numeric67 unique values
0 missing
C.040numeric4 unique values
0 missing
Eig13_AEA.dm.numeric70 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig13_AEA.ed.numeric63 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig13_AEA.ri.numeric68 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig13_EAnumeric63 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig13_EA.bo.numeric64 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eig13_EA.ed.numeric66 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eig13_EA.ri.numeric69 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eig14_AEA.bo.numeric64 unique values
0 missing
CATS2D_01_AAnumeric4 unique values
0 missing
Eig14_AEA.dm.numeric66 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig14_AEA.ed.numeric67 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eig14_AEA.ri.numeric67 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig14_EAnumeric63 unique values
0 missing
CATS2D_01_LLnumeric17 unique values
0 missing
Eig14_EA.bo.numeric66 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig14_EA.ed.numeric67 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
Eig14_EA.ri.numeric64 unique values
0 missing
CATS2D_02_ALnumeric13 unique values
0 missing
Eig15_AEA.bo.numeric67 unique values
0 missing
CATS2D_02_APnumeric4 unique values
0 missing
Eig15_AEA.dm.numeric68 unique values
0 missing
CATS2D_02_DAnumeric7 unique values
0 missing
Eig15_AEA.ed.numeric68 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eig15_AEA.ri.numeric68 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
Eig15_EAnumeric63 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
Eig15_EA.bo.numeric68 unique values
0 missing
CATS2D_02_LLnumeric18 unique values
0 missing
Eig15_EA.ed.numeric67 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
Eig15_EA.ri.numeric71 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eta_alphanumeric72 unique values
0 missing
CATS2D_03_AAnumeric6 unique values
0 missing
Eta_alpha_Anumeric40 unique values
0 missing
CATS2D_03_ALnumeric14 unique values
0 missing
Eta_Bnumeric68 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
Eta_B_Anumeric23 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
Eta_betanumeric57 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
Eta_beta_Anumeric60 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
Eta_betaPnumeric29 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
Eta_betaP_Anumeric64 unique values
0 missing
CATS2D_03_LLnumeric18 unique values
0 missing
Eta_betaSnumeric44 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
Eta_betaS_Anumeric48 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
Eta_Cnumeric75 unique values
0 missing
CATS2D_04_AAnumeric6 unique values
0 missing
Eta_C_Anumeric70 unique values
0 missing
CATS2D_04_ALnumeric16 unique values
0 missing
Eta_epsinumeric74 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
Eta_epsi_Anumeric58 unique values
0 missing
CATS2D_04_APnumeric4 unique values
0 missing
Eta_Fnumeric75 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
Eta_F_Anumeric61 unique values
0 missing
CATS2D_04_DDnumeric5 unique values
0 missing
Eta_FLnumeric74 unique values
0 missing
CATS2D_04_DLnumeric9 unique values
0 missing
Eta_FL_Anumeric54 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
Eta_Lnumeric75 unique values
0 missing
CATS2D_04_LLnumeric18 unique values
0 missing
Eta_L_Anumeric53 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
Eta_sh_pnumeric60 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
Eta_sh_xnumeric23 unique values
0 missing
CATS2D_04_PPnumeric2 unique values
0 missing
Eta_sh_ynumeric62 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
F.081numeric2 unique values
0 missing
CATS2D_05_ALnumeric17 unique values
0 missing
F.083numeric3 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
F.084numeric3 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
GATS1enumeric67 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
GATS1inumeric73 unique values
0 missing
CATS2D_05_DLnumeric10 unique values
0 missing
GATS1mnumeric67 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
GATS1pnumeric70 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS1snumeric67 unique values
0 missing
CATS2D_05_LLnumeric19 unique values
0 missing
GATS2enumeric70 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS2inumeric65 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
GATS2mnumeric68 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
GATS2pnumeric67 unique values
0 missing
CATS2D_06_ALnumeric15 unique values
0 missing
GATS2snumeric73 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
GATS2vnumeric67 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
GATS3enumeric67 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS3inumeric63 unique values
0 missing
CATS2D_06_DLnumeric12 unique values
0 missing
GATS3mnumeric66 unique values
0 missing
CATS2D_06_LLnumeric20 unique values
0 missing
GATS3pnumeric64 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GATS3snumeric64 unique values
0 missing
CATS2D_06_PLnumeric5 unique values
0 missing
GATS3vnumeric66 unique values
0 missing
CATS2D_07_AAnumeric7 unique values
0 missing
GATS4enumeric73 unique values
0 missing
CATS2D_07_ALnumeric15 unique values
0 missing
GATS4inumeric71 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS4mnumeric71 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
GATS4pnumeric71 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
GATS4snumeric71 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS4vnumeric68 unique values
0 missing
CATS2D_07_DLnumeric12 unique values
0 missing
GATS5enumeric72 unique values
0 missing
CATS2D_07_LLnumeric18 unique values
0 missing
GATS5inumeric68 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
GATS5mnumeric70 unique values
0 missing
CATS2D_07_PLnumeric5 unique values
0 missing
GATS5pnumeric74 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
GATS5snumeric73 unique values
0 missing
CATS2D_08_ALnumeric13 unique values
0 missing
GATS5vnumeric68 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GATS6enumeric70 unique values
0 missing
CATS2D_08_DAnumeric6 unique values
0 missing
GATS6inumeric69 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
GATS6mnumeric70 unique values
0 missing
CATS2D_08_DLnumeric8 unique values
0 missing
GATS6pnumeric71 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GATS6snumeric74 unique values
0 missing
CATS2D_08_LLnumeric15 unique values
0 missing
GATS6vnumeric69 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
GATS7enumeric70 unique values
0 missing
CATS2D_08_PLnumeric6 unique values
0 missing
GATS7inumeric67 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
GATS7mnumeric73 unique values
0 missing
CATS2D_09_ALnumeric13 unique values
0 missing
GATS7pnumeric70 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
GATS7snumeric74 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
GATS7vnumeric70 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
GATS8enumeric74 unique values
0 missing
CATS2D_09_DLnumeric8 unique values
0 missing
GATS8inumeric68 unique values
0 missing
CATS2D_09_DPnumeric3 unique values
0 missing
GATS8mnumeric72 unique values
0 missing
CATS2D_09_LLnumeric14 unique values
0 missing
GATS8pnumeric70 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
GATS8snumeric70 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
GATS8vnumeric67 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
75
Number of instances (rows) of the dataset.
NumberOfFeatures
524
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
523
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
REPTreeDepth3Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpKappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxMeansOfNumericAtts
16220.95
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
0.47
Second quartile (Median) of skewness among attributes of the numeric type.
RandomTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Dimensionality
6.99
Number of attributes divided by the number of instances.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.39
Second quartile (Median) of standard deviation of attributes of the numeric type.
RandomTreeDepth1ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-6
Minimum skewness among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
RandomTreeDepth1Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
J48.00001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxSkewnessOfNumericAtts
8.66
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
2.85
Third quartile of kurtosis among attributes of the numeric type.
AutoCorrelation
-0.16
Average class difference between consecutive instances.
RandomTreeDepth2AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxStdDevOfNumericAtts
8922.78
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
PercentageOfNumericFeatures
99.81
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.82
Third quartile of means among attributes of the numeric type.
CfsSubsetEval_DecisionStumpAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth2ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
PercentageOfSymbolicFeatures
0.19
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
CfsSubsetEval_DecisionStumpErrRate
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth2Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.0001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanKurtosisOfNumericAtts
5.63
Mean kurtosis among attributes of the numeric type.
NaiveBayesAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.42
Third quartile of skewness among attributes of the numeric type.
CfsSubsetEval_DecisionStumpKappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMeansOfNumericAtts
44.2
Mean of means among attributes of the numeric type.
NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1KurtosisOfNumericAtts
-0.22
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.16
Third quartile of standard deviation of attributes of the numeric type.
CfsSubsetEval_NaiveBayesAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
NaiveBayesKappa
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1MeansOfNumericAtts
0.64
First quartile of means among attributes of the numeric type.
REPTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
REPTreeDepth1ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesKappa
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
CfsSubsetEval_kNN1NAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
J48.001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile1SkewnessOfNumericAtts
-0.04
First quartile of skewness among attributes of the numeric type.
REPTreeDepth1Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_kNN1NErrRate
Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
kNN1NAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
J48.001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanSkewnessOfNumericAtts
1.12
Mean skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.22
First quartile of standard deviation of attributes of the numeric type.
REPTreeDepth2AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2
CfsSubsetEval_kNN1NKappa
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
kNN1NErrRate
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
23.23
Mean standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
REPTreeDepth2ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
ClassEntropy
Entropy of the target attribute values.
kNN1NKappa
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2KurtosisOfNumericAtts
0.52
Second quartile (Median) of kurtosis among attributes of the numeric type.
REPTreeDepth2Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
REPTreeDepth3AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.05
Minimum kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.72
Second quartile (Median) of means among attributes of the numeric type.
REPTreeDepth3ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpErrRate
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxKurtosisOfNumericAtts
75
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.06
Minimum of means among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Show all 107 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5836
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5836
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5836
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5836
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5836
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5836
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5836
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5836
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5836
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5836
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5836
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5836
0 runs - estimation_procedure: 50 times Clustering
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