Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3916

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3916

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL3916 (TID: 19699), and it has 76 rows and 502 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.

504 features

pXC50 (target)numeric70 unique values
0 missing
molecule_id (row identifier)nominal76 unique values
0 missing
CATS2D_05_ALnumeric8 unique values
0 missing
BIC4numeric42 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
BIC5numeric42 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
BIC3numeric44 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
SpMax4_Bh.i.numeric47 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
SpMin4_Bh.e.numeric54 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
SpMin4_Bh.m.numeric52 unique values
0 missing
CATS2D_05_LLnumeric7 unique values
0 missing
SpMin4_Bh.v.numeric52 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
Eig13_AEA.ri.numeric50 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
SpMax5_Bh.e.numeric44 unique values
0 missing
CATS2D_05_PPnumeric2 unique values
0 missing
SM07_EA.ri.numeric58 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
SM09_EA.ri.numeric59 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
SM10_EA.ri.numeric60 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
SM11_EA.ri.numeric60 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
SM12_EA.ri.numeric60 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
SM13_EA.ri.numeric61 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
SM14_EA.ri.numeric60 unique values
0 missing
CATS2D_06_LLnumeric7 unique values
0 missing
SM15_EA.ri.numeric60 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
SpDiam_EA.ed.numeric57 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
P_VSA_MR_7numeric11 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
SpMin5_Bh.v.numeric51 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
SpMin5_Bh.p.numeric48 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
ON0Vnumeric54 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
SpMAD_AEA.ed.numeric55 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
Eig13_AEA.bo.numeric39 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
ATS5enumeric60 unique values
0 missing
CATS2D_07_LLnumeric7 unique values
0 missing
SpMax4_Bh.e.numeric47 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
SM08_EA.ri.numeric59 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
Eig13_EA.bo.numeric43 unique values
0 missing
CATS2D_08_ALnumeric4 unique values
0 missing
SpMax5_Bh.p.numeric49 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
SpDiam_AEA.ed.numeric58 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
Eig13_AEA.dm.numeric48 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
Eig01_AEA.ed.numeric50 unique values
0 missing
CATS2D_08_LLnumeric7 unique values
0 missing
Eig01_AEA.ri.numeric53 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
Eig01_EAnumeric53 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
Eig01_EA.ed.numeric51 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
Eig01_EA.ri.numeric52 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
SM06_EA.ed.numeric59 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
SM07_EA.ed.numeric58 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
SM08_EA.ed.numeric58 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
SM09_AEA.bo.numeric53 unique values
0 missing
CATS2D_09_LLnumeric4 unique values
0 missing
SM09_EA.ed.numeric58 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
SM10_AEA.dm.numeric51 unique values
0 missing
CENTnumeric50 unique values
0 missing
SM10_EA.ed.numeric57 unique values
0 missing
Chi0_AEA.bo.numeric51 unique values
0 missing
SM11_EA.ed.numeric58 unique values
0 missing
Chi0_AEA.dm.numeric51 unique values
0 missing
SM12_AEA.ed.numeric59 unique values
0 missing
Chi0_AEA.ed.numeric51 unique values
0 missing
SM12_EA.ed.numeric57 unique values
0 missing
Chi0_AEA.ri.numeric51 unique values
0 missing
SM13_AEA.ed.numeric57 unique values
0 missing
Chi0_EAnumeric51 unique values
0 missing
SM13_EA.ed.numeric57 unique values
0 missing
Chi0_EA.bo.numeric55 unique values
0 missing
SM14_AEA.ed.numeric59 unique values
0 missing
Chi0_EA.dm.numeric49 unique values
0 missing
SM14_EA.ed.numeric57 unique values
0 missing
Chi0_EA.ed.numeric58 unique values
0 missing
SM15_AEA.ed.numeric58 unique values
0 missing
Chi0_EA.ri.numeric59 unique values
0 missing
SM15_EA.ed.numeric57 unique values
0 missing
Chi1_AEA.bo.numeric55 unique values
0 missing
SpMax_AEA.ed.numeric50 unique values
0 missing
Chi1_AEA.dm.numeric55 unique values
0 missing
SpMax_AEA.ri.numeric53 unique values
0 missing
Chi1_AEA.ed.numeric55 unique values
0 missing
SpMax_EAnumeric53 unique values
0 missing
Chi1_AEA.ri.numeric55 unique values
0 missing
SpMax_EA.ed.numeric51 unique values
0 missing
Chi1_EAnumeric55 unique values
0 missing
SpMax_EA.ri.numeric52 unique values
0 missing
Chi1_EA.bo.numeric61 unique values
0 missing
MATS2vnumeric59 unique values
0 missing
Chi1_EA.dm.numeric53 unique values
0 missing
ATS4enumeric62 unique values
0 missing
Chi1_EA.ed.numeric58 unique values
0 missing
ATS4inumeric56 unique values
0 missing
Chi1_EA.ri.numeric61 unique values
0 missing
SpMin3_Bh.m.numeric59 unique values
0 missing
CIC0numeric50 unique values
0 missing
SpMin4_Bh.s.numeric54 unique values
0 missing
CIC1numeric57 unique values
0 missing
SpDiam_EAnumeric54 unique values
0 missing
CIC2numeric56 unique values
0 missing
SpDiam_AEA.ri.numeric58 unique values
0 missing
CIC3numeric49 unique values
0 missing
Eig13_EA.ed.numeric46 unique values
0 missing
CIC4numeric47 unique values
0 missing
SM08_AEA.ri.numeric46 unique values
0 missing
CIC5numeric47 unique values
0 missing
SM05_EA.ed.numeric57 unique values
0 missing
CIDnumeric50 unique values
0 missing
SM15_EAnumeric58 unique values
0 missing
Cl.090numeric2 unique values
0 missing
SpMin5_Bh.i.numeric49 unique values
0 missing
CMC.50numeric2 unique values
0 missing
Eig13_EA.ri.numeric45 unique values
0 missing
CMC.80numeric2 unique values
0 missing
D.Dtr04numeric8 unique values
0 missing
CSInumeric57 unique values
0 missing
nAzetidinesnumeric2 unique values
0 missing
DBInumeric22 unique values
0 missing
nR04numeric2 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
Eig13_EAnumeric40 unique values
0 missing
D.Dtr05numeric37 unique values
0 missing
SM07_AEA.dm.numeric40 unique values
0 missing
D.Dtr06numeric52 unique values
0 missing
SaaOnumeric8 unique values
0 missing
D.Dtr07numeric8 unique values
0 missing
ATS4vnumeric62 unique values
0 missing
D.Dtr08numeric7 unique values
0 missing
SM05_EA.ri.numeric54 unique values
0 missing
D.Dtr09numeric4 unique values
0 missing
AACnumeric45 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
AECCnumeric51 unique values
0 missing
D.Dtr11numeric4 unique values
0 missing
ALOGPnumeric61 unique values
0 missing
D.Dtr12numeric5 unique values
0 missing
ALOGP2numeric61 unique values
0 missing
DECCnumeric51 unique values
0 missing
AMRnumeric60 unique values
0 missing
DELSnumeric62 unique values
0 missing
AMWnumeric51 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ARRnumeric21 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS1enumeric55 unique values
0 missing
DLS_02numeric3 unique values
0 missing
ATS1inumeric56 unique values
0 missing
DLS_03numeric2 unique values
0 missing
ATS1mnumeric56 unique values
0 missing
DLS_04numeric7 unique values
0 missing
ATS1pnumeric57 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS1snumeric58 unique values
0 missing
DLS_06numeric2 unique values
0 missing
ATS1vnumeric59 unique values
0 missing
DLS_consnumeric14 unique values
0 missing
ATS2enumeric58 unique values
0 missing
Dznumeric36 unique values
0 missing
ATS2inumeric55 unique values
0 missing
ECCnumeric48 unique values
0 missing
ATS2mnumeric59 unique values
0 missing
Eig01_AEA.bo.numeric57 unique values
0 missing
ATS2pnumeric61 unique values
0 missing
Eig01_AEA.dm.numeric48 unique values
0 missing
ATS2snumeric59 unique values
0 missing
Eig01_EA.bo.numeric47 unique values
0 missing
ATS2vnumeric58 unique values
0 missing
Eig01_EA.dm.numeric13 unique values
0 missing
ATS3enumeric60 unique values
0 missing
Eig02_AEA.bo.numeric57 unique values
0 missing
ATS3inumeric60 unique values
0 missing
Eig02_AEA.dm.numeric60 unique values
0 missing
ATS3mnumeric60 unique values
0 missing
Eig02_AEA.ed.numeric56 unique values
0 missing
ATS3pnumeric61 unique values
0 missing
Eig02_AEA.ri.numeric54 unique values
0 missing
ATS3snumeric56 unique values
0 missing
Eig02_EAnumeric57 unique values
0 missing
ATS3vnumeric60 unique values
0 missing
Eig02_EA.bo.numeric58 unique values
0 missing
ATS4mnumeric59 unique values
0 missing
Eig02_EA.dm.numeric14 unique values
0 missing
ATS4pnumeric61 unique values
0 missing
Eig02_EA.ed.numeric58 unique values
0 missing
ATS4snumeric61 unique values
0 missing
Eig02_EA.ri.numeric55 unique values
0 missing
ATS5inumeric62 unique values
0 missing
Eig03_AEA.bo.numeric53 unique values
0 missing
ATS5mnumeric60 unique values
0 missing
Eig03_AEA.dm.numeric62 unique values
0 missing
ATS5pnumeric60 unique values
0 missing
Eig03_AEA.ed.numeric59 unique values
0 missing
ATS5snumeric60 unique values
0 missing
Eig03_AEA.ri.numeric60 unique values
0 missing
ATS5vnumeric61 unique values
0 missing
Eig03_EAnumeric59 unique values
0 missing
ATS6enumeric60 unique values
0 missing
Eig03_EA.bo.numeric57 unique values
0 missing
ATS6inumeric61 unique values
0 missing
Eig03_EA.dm.numeric8 unique values
0 missing
ATS6mnumeric60 unique values
0 missing
Eig03_EA.ed.numeric60 unique values
0 missing
ATS6pnumeric60 unique values
0 missing
Eig03_EA.ri.numeric54 unique values
0 missing
ATS6snumeric57 unique values
0 missing
Eig04_AEA.bo.numeric38 unique values
0 missing
ATS6vnumeric59 unique values
0 missing
Eig04_AEA.dm.numeric60 unique values
0 missing
ATS7enumeric60 unique values
0 missing
Eig04_AEA.ed.numeric56 unique values
0 missing
ATS7inumeric60 unique values
0 missing
Eig04_AEA.ri.numeric57 unique values
0 missing
ATS7mnumeric60 unique values
0 missing
Eig04_EAnumeric49 unique values
0 missing
ATS7pnumeric60 unique values
0 missing
Eig04_EA.bo.numeric39 unique values
0 missing
ATS7snumeric61 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
ATS7vnumeric60 unique values
0 missing
Eig04_EA.ed.numeric57 unique values
0 missing
ATS8enumeric55 unique values
0 missing
Eig04_EA.ri.numeric58 unique values
0 missing
ATS8inumeric55 unique values
0 missing
Eig05_AEA.bo.numeric56 unique values
0 missing
ATS8mnumeric55 unique values
0 missing
Eig05_AEA.dm.numeric49 unique values
0 missing
ATS8pnumeric54 unique values
0 missing
Eig05_AEA.ed.numeric45 unique values
0 missing
ATS8snumeric55 unique values
0 missing
Eig05_AEA.ri.numeric48 unique values
0 missing
ATS8vnumeric56 unique values
0 missing
Eig05_EAnumeric36 unique values
0 missing
ATSC1enumeric41 unique values
0 missing
Eig05_EA.bo.numeric55 unique values
0 missing
ATSC1inumeric56 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
ATSC1mnumeric58 unique values
0 missing
Eig05_EA.ed.numeric45 unique values
0 missing
ATSC1pnumeric58 unique values
0 missing
Eig05_EA.ri.numeric48 unique values
0 missing
ATSC1snumeric60 unique values
0 missing
Eig06_AEA.bo.numeric51 unique values
0 missing
ATSC1vnumeric59 unique values
0 missing
Eig06_AEA.dm.numeric47 unique values
0 missing
ATSC2enumeric51 unique values
0 missing
Eig06_AEA.ed.numeric47 unique values
0 missing
ATSC2inumeric56 unique values
0 missing
Eig06_AEA.ri.numeric55 unique values
0 missing
ATSC2mnumeric61 unique values
0 missing
Eig06_EAnumeric43 unique values
0 missing
ATSC2pnumeric59 unique values
0 missing
Eig06_EA.bo.numeric52 unique values
0 missing
ATSC2snumeric61 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
ATSC2vnumeric59 unique values
0 missing
Eig06_EA.ed.numeric51 unique values
0 missing
ATSC3enumeric57 unique values
0 missing
Eig06_EA.ri.numeric54 unique values
0 missing
ATSC3inumeric58 unique values
0 missing
Eig07_AEA.bo.numeric49 unique values
0 missing
ATSC3mnumeric62 unique values
0 missing
Eig07_AEA.dm.numeric51 unique values
0 missing
ATSC3pnumeric62 unique values
0 missing
Eig07_AEA.ed.numeric49 unique values
0 missing
ATSC3snumeric62 unique values
0 missing
Eig07_AEA.ri.numeric55 unique values
0 missing
ATSC3vnumeric62 unique values
0 missing
Eig07_EAnumeric50 unique values
0 missing
ATSC4enumeric52 unique values
0 missing
Eig07_EA.bo.numeric53 unique values
0 missing
ATSC4inumeric61 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
ATSC4mnumeric62 unique values
0 missing
Eig07_EA.ed.numeric51 unique values
0 missing
ATSC4pnumeric61 unique values
0 missing
Eig07_EA.ri.numeric54 unique values
0 missing
ATSC4snumeric62 unique values
0 missing
Eig08_AEA.bo.numeric53 unique values
0 missing
ATSC4vnumeric62 unique values
0 missing
Eig08_AEA.dm.numeric51 unique values
0 missing
ATSC5enumeric53 unique values
0 missing
Eig08_AEA.ed.numeric44 unique values
0 missing
ATSC5inumeric58 unique values
0 missing
Eig08_AEA.ri.numeric55 unique values
0 missing
ATSC5mnumeric62 unique values
0 missing
Eig08_EAnumeric47 unique values
0 missing
ATSC5pnumeric62 unique values
0 missing
Eig08_EA.bo.numeric56 unique values
0 missing
ATSC5snumeric62 unique values
0 missing
Eig08_EA.dm.numeric4 unique values
0 missing
ATSC5vnumeric62 unique values
0 missing
Eig08_EA.ed.numeric55 unique values
0 missing
ATSC6enumeric53 unique values
0 missing
Eig08_EA.ri.numeric55 unique values
0 missing
ATSC6inumeric56 unique values
0 missing
Eig09_AEA.bo.numeric43 unique values
0 missing
ATSC6mnumeric61 unique values
0 missing
Eig09_AEA.dm.numeric49 unique values
0 missing
ATSC6pnumeric59 unique values
0 missing
Eig09_AEA.ed.numeric37 unique values
0 missing
ATSC6snumeric61 unique values
0 missing
Eig09_AEA.ri.numeric48 unique values
0 missing
ATSC6vnumeric60 unique values
0 missing
Eig09_EAnumeric42 unique values
0 missing
ATSC7enumeric50 unique values
0 missing
Eig09_EA.bo.numeric52 unique values
0 missing
ATSC7inumeric58 unique values
0 missing
Eig09_EA.dm.numeric4 unique values
0 missing
ATSC7mnumeric61 unique values
0 missing
Eig09_EA.ed.numeric49 unique values
0 missing
ATSC7pnumeric60 unique values
0 missing
Eig09_EA.ri.numeric53 unique values
0 missing
ATSC7snumeric61 unique values
0 missing
Eig10_AEA.bo.numeric48 unique values
0 missing
ATSC7vnumeric61 unique values
0 missing
Eig10_AEA.dm.numeric47 unique values
0 missing
ATSC8enumeric55 unique values
0 missing
Eig10_AEA.ed.numeric37 unique values
0 missing
ATSC8inumeric53 unique values
0 missing
Eig10_AEA.ri.numeric51 unique values
0 missing
ATSC8mnumeric58 unique values
0 missing
Eig10_EAnumeric42 unique values
0 missing
ATSC8pnumeric59 unique values
0 missing
Eig10_EA.bo.numeric51 unique values
0 missing
ATSC8snumeric59 unique values
0 missing
Eig10_EA.dm.numeric3 unique values
0 missing
ATSC8vnumeric59 unique values
0 missing
Eig10_EA.ed.numeric48 unique values
0 missing
BACnumeric22 unique values
0 missing
Eig10_EA.ri.numeric48 unique values
0 missing
BBInumeric20 unique values
0 missing
Eig11_AEA.bo.numeric44 unique values
0 missing
BIC0numeric42 unique values
0 missing
Eig11_AEA.dm.numeric52 unique values
0 missing
BIC1numeric53 unique values
0 missing
Eig11_AEA.ed.numeric51 unique values
0 missing
BIC2numeric53 unique values
0 missing
Eig11_AEA.ri.numeric52 unique values
0 missing
BIDnumeric43 unique values
0 missing
Eig11_EAnumeric47 unique values
0 missing
BLInumeric56 unique values
0 missing
Eig11_EA.bo.numeric47 unique values
0 missing
BLTA96numeric47 unique values
0 missing
Eig11_EA.dm.numeric3 unique values
0 missing
BLTD48numeric45 unique values
0 missing
Eig11_EA.ed.numeric49 unique values
0 missing
BLTF96numeric47 unique values
0 missing
Eig11_EA.ri.numeric56 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig12_AEA.bo.numeric43 unique values
0 missing
Br.095numeric2 unique values
0 missing
Eig12_AEA.dm.numeric52 unique values
0 missing
C.numeric32 unique values
0 missing
Eig12_AEA.ed.numeric54 unique values
0 missing
C.001numeric4 unique values
0 missing
Eig12_AEA.ri.numeric52 unique values
0 missing
C.002numeric7 unique values
0 missing
Eig12_EAnumeric45 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig12_EA.bo.numeric45 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig12_EA.dm.numeric5 unique values
0 missing
C.005numeric5 unique values
0 missing
Eig12_EA.ed.numeric51 unique values
0 missing
C.006numeric5 unique values
0 missing
Eig12_EA.ri.numeric55 unique values
0 missing
C.008numeric4 unique values
0 missing
Eig13_AEA.ed.numeric45 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig13_EA.dm.numeric7 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig14_AEA.bo.numeric39 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig14_AEA.dm.numeric37 unique values
0 missing
C.016numeric4 unique values
0 missing
Eig14_AEA.ed.numeric42 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig14_AEA.ri.numeric41 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig14_EAnumeric33 unique values
0 missing
C.021numeric2 unique values
0 missing
Eig14_EA.bo.numeric35 unique values
0 missing
C.022numeric2 unique values
0 missing
Eig14_EA.dm.numeric6 unique values
0 missing
C.024numeric7 unique values
0 missing
Eig14_EA.ed.numeric41 unique values
0 missing
C.025numeric3 unique values
0 missing
Eig14_EA.ri.numeric35 unique values
0 missing
C.026numeric3 unique values
0 missing
Eig15_AEA.bo.numeric33 unique values
0 missing
C.027numeric4 unique values
0 missing
Eig15_AEA.dm.numeric24 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig15_AEA.ed.numeric29 unique values
0 missing
C.029numeric2 unique values
0 missing
Eig15_AEA.ri.numeric33 unique values
0 missing
C.030numeric2 unique values
0 missing
Eig15_EAnumeric20 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig15_EA.bo.numeric25 unique values
0 missing
C.034numeric3 unique values
0 missing
Eig15_EA.dm.numeric9 unique values
0 missing
C.038numeric2 unique values
0 missing
Eig15_EA.ed.numeric35 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig15_EA.ri.numeric31 unique values
0 missing
C.040numeric2 unique values
0 missing
Eta_alphanumeric38 unique values
0 missing
C.041numeric2 unique values
0 missing
Eta_alpha_Anumeric32 unique values
0 missing
C.042numeric2 unique values
0 missing
Eta_Bnumeric36 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_B_Anumeric23 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_betanumeric34 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eta_beta_Anumeric41 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
Eta_betaPnumeric17 unique values
0 missing
CATS2D_01_APnumeric2 unique values
0 missing
Eta_betaP_Anumeric31 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eta_betaSnumeric25 unique values
0 missing
CATS2D_01_LLnumeric9 unique values
0 missing
Eta_betaS_Anumeric31 unique values
0 missing
CATS2D_01_PNnumeric2 unique values
0 missing
Eta_Cnumeric62 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
Eta_C_Anumeric56 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
Eta_epsinumeric52 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
Eta_epsi_Anumeric43 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eta_Fnumeric62 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
Eta_F_Anumeric55 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eta_FLnumeric55 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
Eta_FL_Anumeric45 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
Eta_Lnumeric61 unique values
0 missing
CATS2D_02_PLnumeric4 unique values
0 missing
Eta_L_Anumeric53 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
Eta_sh_pnumeric47 unique values
0 missing
CATS2D_03_ALnumeric9 unique values
0 missing
Eta_sh_xnumeric15 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Eta_sh_ynumeric55 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
F.084numeric2 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
F.085numeric2 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
GATS1enumeric55 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
GATS1inumeric58 unique values
0 missing
CATS2D_03_LLnumeric10 unique values
0 missing
GATS1mnumeric58 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
GATS1pnumeric56 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
GATS1snumeric59 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
CATS2D_04_LLnumeric8 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
76
Number of instances (rows) of the dataset.
NumberOfFeatures
504
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
503
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Dimensionality
6.63
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
2.37
Second quartile (Median) of kurtosis among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanSkewnessOfNumericAtts
1.11
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.12
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
1.7
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
0.63
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.04
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.51
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
76
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.09
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxMeansOfNumericAtts
201.76
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
7.38
Third quartile of kurtosis among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.8
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
3.88
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-8.72
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.2
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
8.72
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.82
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
122.8
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.72
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.16
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.08
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
9.01
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanMeansOfNumericAtts
4.49
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.19
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-1.09
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.21
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3916
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3916
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3916
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3916
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3916
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3916
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3916
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3916
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3916
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3916
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3916
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3916
0 runs - estimation_procedure: 50 times Clustering
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