Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4702

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4702

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL4702 (TID: 11583), and it has 79 rows and 540 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.

542 features

pXC50 (target)numeric71 unique values
0 missing
molecule_id (row identifier)nominal79 unique values
0 missing
C.026numeric5 unique values
0 missing
Eta_F_Anumeric67 unique values
0 missing
JGI3numeric33 unique values
0 missing
C.027numeric2 unique values
0 missing
Eta_FL_Anumeric52 unique values
0 missing
GATS2pnumeric61 unique values
0 missing
C.028numeric2 unique values
0 missing
Eta_Lnumeric73 unique values
0 missing
CIC4numeric41 unique values
0 missing
C.029numeric2 unique values
0 missing
Eta_L_Anumeric47 unique values
0 missing
CIC5numeric41 unique values
0 missing
C.030numeric2 unique values
0 missing
Eta_sh_pnumeric56 unique values
0 missing
Eig01_AEA.bo.numeric43 unique values
0 missing
C.033numeric4 unique values
0 missing
Eta_sh_ynumeric51 unique values
0 missing
GATS2mnumeric66 unique values
0 missing
C.034numeric3 unique values
0 missing
F.084numeric4 unique values
0 missing
GATS2vnumeric64 unique values
0 missing
C.035numeric2 unique values
0 missing
F.085numeric2 unique values
0 missing
Mvnumeric49 unique values
0 missing
C.036numeric2 unique values
0 missing
GATS1enumeric57 unique values
0 missing
P_VSA_MR_5numeric26 unique values
0 missing
C.040numeric2 unique values
0 missing
GATS1inumeric54 unique values
0 missing
SpMAD_EA.bo.numeric42 unique values
0 missing
C.041numeric2 unique values
0 missing
GATS1mnumeric56 unique values
0 missing
SpMax_AEA.bo.numeric43 unique values
0 missing
C.042numeric2 unique values
0 missing
GATS1pnumeric57 unique values
0 missing
SsNH2numeric11 unique values
0 missing
C.043numeric2 unique values
0 missing
GATS1snumeric63 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
C.044numeric2 unique values
0 missing
GATS1vnumeric55 unique values
0 missing
Eig01_AEA.ed.numeric34 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS2enumeric64 unique values
0 missing
Eig01_AEA.ri.numeric64 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS2inumeric56 unique values
0 missing
Eig01_EAnumeric43 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS2snumeric66 unique values
0 missing
Eig01_EA.bo.numeric40 unique values
0 missing
CATS2D_01_AAnumeric4 unique values
0 missing
GATS3enumeric69 unique values
0 missing
Eig01_EA.ed.numeric41 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
GATS3inumeric64 unique values
0 missing
GGI3numeric28 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
GATS3mnumeric70 unique values
0 missing
PW3numeric33 unique values
0 missing
CATS2D_01_LLnumeric10 unique values
0 missing
GATS3pnumeric63 unique values
0 missing
SIC4numeric39 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
GATS3snumeric74 unique values
0 missing
SIC5numeric39 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
GATS3vnumeric65 unique values
0 missing
SM05_EA.bo.numeric34 unique values
0 missing
CATS2D_02_ANnumeric3 unique values
0 missing
GATS4enumeric70 unique values
0 missing
SM05_EA.ed.numeric39 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GATS4inumeric72 unique values
0 missing
SM06_EA.ed.numeric43 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
GATS4mnumeric74 unique values
0 missing
SM07_AEA.ed.numeric43 unique values
0 missing
CATS2D_02_LLnumeric12 unique values
0 missing
GATS4pnumeric71 unique values
0 missing
SM07_EAnumeric36 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
GATS4snumeric73 unique values
0 missing
SM07_EA.bo.numeric43 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS4vnumeric67 unique values
0 missing
SM07_EA.ed.numeric44 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
SM08_AEA.ed.numeric44 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
SM08_EA.ed.numeric44 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
SM09_AEA.bo.numeric43 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
SM09_AEA.ed.numeric44 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
SM09_EAnumeric43 unique values
0 missing
CATS2D_03_LLnumeric10 unique values
0 missing
SM09_EA.bo.numeric46 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
SM09_EA.ed.numeric43 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
SM10_AEA.dm.numeric41 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
SM10_AEA.ed.numeric44 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
SM10_EAnumeric44 unique values
0 missing
CATS2D_04_LLnumeric7 unique values
0 missing
SM10_EA.bo.numeric47 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
SM10_EA.ed.numeric45 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
SM11_AEA.ed.numeric44 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
SM11_AEA.ri.numeric40 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
SM11_EAnumeric44 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
SM11_EA.bo.numeric46 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
SM11_EA.ed.numeric45 unique values
0 missing
CATS2D_05_LLnumeric5 unique values
0 missing
SM12_AEA.ed.numeric43 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
SM12_EAnumeric45 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
SM12_EA.bo.numeric48 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
SM12_EA.ed.numeric45 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
SM13_AEA.ed.numeric45 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
SM13_EAnumeric45 unique values
0 missing
CATS2D_06_LLnumeric5 unique values
0 missing
SM13_EA.bo.numeric48 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
SM13_EA.ed.numeric43 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
SM14_AEA.ed.numeric44 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
SM14_EAnumeric44 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
SM14_EA.bo.numeric48 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
SM14_EA.ed.numeric45 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
SM15_AEA.ed.numeric44 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
SM15_EAnumeric44 unique values
0 missing
CATS2D_07_LLnumeric5 unique values
0 missing
SM15_EA.bo.numeric48 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
SM15_EA.ed.numeric45 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
SpDiam_AEA.ed.numeric44 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
SpDiam_EA.ed.numeric42 unique values
0 missing
CATS2D_08_ALnumeric3 unique values
0 missing
SpMax_AEA.ed.numeric34 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
SpMax_AEA.ri.numeric64 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
SpMax_EAnumeric43 unique values
0 missing
CATS2D_08_DLnumeric2 unique values
0 missing
SpMax_EA.bo.numeric40 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
SpMax_EA.ed.numeric41 unique values
0 missing
CATS2D_08_LLnumeric3 unique values
0 missing
X2Anumeric30 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
SM08_AEA.bo.numeric46 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
SM08_EA.bo.numeric45 unique values
0 missing
CATS2D_09_ALnumeric3 unique values
0 missing
SpDiam_AEA.dm.numeric28 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
H.numeric35 unique values
0 missing
CATS2D_09_LLnumeric2 unique values
0 missing
ATSC2enumeric61 unique values
0 missing
CENTnumeric37 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
Chi0_AEA.bo.numeric37 unique values
0 missing
SpMax1_Bh.e.numeric54 unique values
0 missing
Chi0_AEA.dm.numeric37 unique values
0 missing
X3Anumeric29 unique values
0 missing
Chi0_AEA.ed.numeric37 unique values
0 missing
Eig02_AEA.bo.numeric45 unique values
0 missing
Chi0_AEA.ri.numeric37 unique values
0 missing
Mpnumeric50 unique values
0 missing
Chi0_EAnumeric37 unique values
0 missing
nBMnumeric10 unique values
0 missing
Chi0_EA.bo.numeric45 unique values
0 missing
piPC03numeric42 unique values
0 missing
Chi0_EA.dm.numeric48 unique values
0 missing
piPC04numeric47 unique values
0 missing
Chi0_EA.ed.numeric44 unique values
0 missing
SM04_EA.bo.numeric44 unique values
0 missing
Chi0_EA.ri.numeric71 unique values
0 missing
SM05_AEA.bo.numeric45 unique values
0 missing
Chi1_AEA.bo.numeric37 unique values
0 missing
SM06_AEA.bo.numeric47 unique values
0 missing
Chi1_AEA.dm.numeric37 unique values
0 missing
SM06_EA.bo.numeric46 unique values
0 missing
Chi1_AEA.ed.numeric37 unique values
0 missing
SM07_AEA.bo.numeric47 unique values
0 missing
Chi1_AEA.ri.numeric37 unique values
0 missing
Ucnumeric10 unique values
0 missing
Chi1_EAnumeric37 unique values
0 missing
P_VSA_i_1numeric7 unique values
0 missing
Chi1_EA.bo.numeric48 unique values
0 missing
piPC09numeric39 unique values
0 missing
Chi1_EA.dm.numeric56 unique values
0 missing
Eta_epsi_Anumeric53 unique values
0 missing
Chi1_EA.ed.numeric45 unique values
0 missing
Eig10_AEA.bo.numeric40 unique values
0 missing
Chi1_EA.ri.numeric73 unique values
0 missing
Eig10_AEA.ri.numeric55 unique values
0 missing
CIC0numeric48 unique values
0 missing
JGI7numeric18 unique values
0 missing
CIC1numeric57 unique values
0 missing
Eig01_AEA.dm.numeric23 unique values
0 missing
CIC2numeric53 unique values
0 missing
Eig01_EA.dm.numeric12 unique values
0 missing
CIC3numeric45 unique values
0 missing
nRSRnumeric3 unique values
0 missing
CIDnumeric35 unique values
0 missing
NssSnumeric3 unique values
0 missing
Cl.089numeric3 unique values
0 missing
SM02_EA.dm.numeric14 unique values
0 missing
Cl.090numeric2 unique values
0 missing
SM04_EA.dm.numeric14 unique values
0 missing
CMC.50numeric2 unique values
0 missing
SM06_EA.dm.numeric14 unique values
0 missing
CMC.80numeric2 unique values
0 missing
SM08_EA.dm.numeric13 unique values
0 missing
CSInumeric40 unique values
0 missing
SM10_EA.dm.numeric13 unique values
0 missing
DBInumeric12 unique values
0 missing
SM12_EA.dm.numeric13 unique values
0 missing
D.Dtr05numeric36 unique values
0 missing
SM14_EA.dm.numeric11 unique values
0 missing
D.Dtr06numeric31 unique values
0 missing
SpDiam_EA.dm.numeric12 unique values
0 missing
D.Dtr09numeric5 unique values
0 missing
SpMax_AEA.dm.numeric23 unique values
0 missing
DECCnumeric40 unique values
0 missing
SpMaxA_EA.dm.numeric27 unique values
0 missing
DELSnumeric77 unique values
0 missing
SpMax_EA.dm.numeric12 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
SssSnumeric7 unique values
0 missing
DLS_01numeric2 unique values
0 missing
P_VSA_LogP_6numeric22 unique values
0 missing
DLS_02numeric3 unique values
0 missing
LOCnumeric32 unique values
0 missing
DLS_03numeric2 unique values
0 missing
P_VSA_MR_8numeric9 unique values
0 missing
DLS_04numeric7 unique values
0 missing
piPC07numeric46 unique values
0 missing
DLS_05numeric3 unique values
0 missing
piPC08numeric45 unique values
0 missing
DLS_consnumeric15 unique values
0 missing
BIC1numeric53 unique values
0 missing
Dznumeric43 unique values
0 missing
MAXDNnumeric73 unique values
0 missing
ECCnumeric36 unique values
0 missing
nSnumeric3 unique values
0 missing
Eig01_EA.ri.numeric69 unique values
0 missing
Eta_FLnumeric69 unique values
0 missing
Eig02_AEA.dm.numeric61 unique values
0 missing
PCDnumeric45 unique values
0 missing
Eig02_AEA.ed.numeric41 unique values
0 missing
piIDnumeric48 unique values
0 missing
Eig02_AEA.ri.numeric68 unique values
0 missing
Uinumeric11 unique values
0 missing
Eig02_EAnumeric44 unique values
0 missing
AACnumeric48 unique values
0 missing
Eig02_EA.bo.numeric46 unique values
0 missing
AECCnumeric40 unique values
0 missing
Eig02_EA.dm.numeric5 unique values
0 missing
ALOGPnumeric70 unique values
0 missing
Eig02_EA.ed.numeric45 unique values
0 missing
ALOGP2numeric70 unique values
0 missing
Eig02_EA.ri.numeric68 unique values
0 missing
AMRnumeric68 unique values
0 missing
Eig03_AEA.bo.numeric45 unique values
0 missing
AMWnumeric59 unique values
0 missing
Eig03_AEA.dm.numeric56 unique values
0 missing
ARRnumeric24 unique values
0 missing
Eig03_AEA.ed.numeric41 unique values
0 missing
ATS1enumeric58 unique values
0 missing
Eig03_AEA.ri.numeric68 unique values
0 missing
ATS1inumeric58 unique values
0 missing
Eig03_EAnumeric42 unique values
0 missing
ATS1mnumeric58 unique values
0 missing
Eig03_EA.bo.numeric45 unique values
0 missing
ATS1pnumeric58 unique values
0 missing
Eig03_EA.dm.numeric4 unique values
0 missing
ATS1snumeric68 unique values
0 missing
Eig03_EA.ed.numeric44 unique values
0 missing
ATS1vnumeric60 unique values
0 missing
Eig03_EA.ri.numeric71 unique values
0 missing
ATS2enumeric65 unique values
0 missing
Eig04_AEA.bo.numeric38 unique values
0 missing
ATS2inumeric65 unique values
0 missing
Eig04_AEA.dm.numeric52 unique values
0 missing
ATS2mnumeric66 unique values
0 missing
Eig04_AEA.ed.numeric36 unique values
0 missing
ATS2pnumeric63 unique values
0 missing
Eig04_AEA.ri.numeric54 unique values
0 missing
ATS2snumeric69 unique values
0 missing
Eig04_EAnumeric30 unique values
0 missing
ATS2vnumeric62 unique values
0 missing
Eig04_EA.bo.numeric38 unique values
0 missing
ATS3enumeric69 unique values
0 missing
Eig04_EA.ed.numeric37 unique values
0 missing
ATS3inumeric68 unique values
0 missing
Eig04_EA.ri.numeric51 unique values
0 missing
ATS3mnumeric71 unique values
0 missing
Eig05_AEA.bo.numeric41 unique values
0 missing
ATS3pnumeric71 unique values
0 missing
Eig05_AEA.dm.numeric57 unique values
0 missing
ATS3snumeric72 unique values
0 missing
Eig05_AEA.ed.numeric45 unique values
0 missing
ATS3vnumeric72 unique values
0 missing
Eig05_AEA.ri.numeric55 unique values
0 missing
ATS4enumeric73 unique values
0 missing
Eig05_EAnumeric42 unique values
0 missing
ATS4inumeric72 unique values
0 missing
Eig05_EA.bo.numeric40 unique values
0 missing
ATS4mnumeric76 unique values
0 missing
Eig05_EA.ed.numeric45 unique values
0 missing
ATS4pnumeric71 unique values
0 missing
Eig05_EA.ri.numeric59 unique values
0 missing
ATS4snumeric71 unique values
0 missing
Eig06_AEA.bo.numeric33 unique values
0 missing
ATS4vnumeric70 unique values
0 missing
Eig06_AEA.dm.numeric52 unique values
0 missing
ATS5enumeric75 unique values
0 missing
Eig06_AEA.ed.numeric31 unique values
0 missing
ATS5inumeric75 unique values
0 missing
Eig06_AEA.ri.numeric46 unique values
0 missing
ATS5mnumeric76 unique values
0 missing
Eig06_EAnumeric33 unique values
0 missing
ATS5pnumeric75 unique values
0 missing
Eig06_EA.bo.numeric37 unique values
0 missing
ATS5snumeric75 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
ATS5vnumeric76 unique values
0 missing
Eig06_EA.ed.numeric36 unique values
0 missing
ATS6enumeric75 unique values
0 missing
Eig06_EA.ri.numeric46 unique values
0 missing
ATS6inumeric72 unique values
0 missing
Eig07_AEA.bo.numeric40 unique values
0 missing
ATS6mnumeric74 unique values
0 missing
Eig07_AEA.dm.numeric55 unique values
0 missing
ATS6pnumeric71 unique values
0 missing
Eig07_AEA.ed.numeric37 unique values
0 missing
ATS6snumeric74 unique values
0 missing
Eig07_AEA.ri.numeric56 unique values
0 missing
ATS6vnumeric74 unique values
0 missing
Eig07_EAnumeric32 unique values
0 missing
ATS7enumeric72 unique values
0 missing
Eig07_EA.bo.numeric40 unique values
0 missing
ATS7inumeric71 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
ATS7mnumeric74 unique values
0 missing
Eig07_EA.ed.numeric41 unique values
0 missing
ATS7pnumeric73 unique values
0 missing
Eig07_EA.ri.numeric55 unique values
0 missing
ATS7snumeric74 unique values
0 missing
Eig08_AEA.bo.numeric44 unique values
0 missing
ATS7vnumeric73 unique values
0 missing
Eig08_AEA.dm.numeric55 unique values
0 missing
ATS8enumeric64 unique values
0 missing
Eig08_AEA.ed.numeric41 unique values
0 missing
ATS8inumeric64 unique values
0 missing
Eig08_AEA.ri.numeric61 unique values
0 missing
ATS8mnumeric64 unique values
0 missing
Eig08_EAnumeric36 unique values
0 missing
ATS8pnumeric63 unique values
0 missing
Eig08_EA.bo.numeric41 unique values
0 missing
ATS8snumeric61 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
ATS8vnumeric63 unique values
0 missing
Eig08_EA.ed.numeric40 unique values
0 missing
ATSC1enumeric48 unique values
0 missing
Eig08_EA.ri.numeric61 unique values
0 missing
ATSC1inumeric58 unique values
0 missing
Eig09_AEA.bo.numeric40 unique values
0 missing
ATSC1mnumeric60 unique values
0 missing
Eig09_AEA.dm.numeric56 unique values
0 missing
ATSC1pnumeric55 unique values
0 missing
Eig09_AEA.ed.numeric38 unique values
0 missing
ATSC1snumeric72 unique values
0 missing
Eig09_AEA.ri.numeric56 unique values
0 missing
ATSC1vnumeric61 unique values
0 missing
Eig09_EAnumeric38 unique values
0 missing
ATSC2inumeric62 unique values
0 missing
Eig09_EA.bo.numeric44 unique values
0 missing
ATSC2mnumeric69 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
ATSC2pnumeric68 unique values
0 missing
Eig09_EA.ed.numeric44 unique values
0 missing
ATSC2snumeric76 unique values
0 missing
Eig09_EA.ri.numeric62 unique values
0 missing
ATSC2vnumeric69 unique values
0 missing
Eig10_AEA.dm.numeric51 unique values
0 missing
ATSC3enumeric65 unique values
0 missing
Eig10_AEA.ed.numeric33 unique values
0 missing
ATSC3inumeric70 unique values
0 missing
Eig10_EAnumeric33 unique values
0 missing
ATSC3mnumeric74 unique values
0 missing
Eig10_EA.bo.numeric41 unique values
0 missing
ATSC3pnumeric73 unique values
0 missing
Eig10_EA.dm.numeric3 unique values
0 missing
ATSC3snumeric77 unique values
0 missing
Eig10_EA.ed.numeric38 unique values
0 missing
ATSC3vnumeric73 unique values
0 missing
Eig10_EA.ri.numeric58 unique values
0 missing
ATSC4enumeric73 unique values
0 missing
Eig11_AEA.bo.numeric35 unique values
0 missing
ATSC4inumeric72 unique values
0 missing
Eig11_AEA.dm.numeric41 unique values
0 missing
ATSC4mnumeric76 unique values
0 missing
Eig11_AEA.ed.numeric34 unique values
0 missing
ATSC4pnumeric76 unique values
0 missing
Eig11_AEA.ri.numeric59 unique values
0 missing
ATSC4snumeric77 unique values
0 missing
Eig11_EAnumeric28 unique values
0 missing
ATSC4vnumeric76 unique values
0 missing
Eig11_EA.bo.numeric36 unique values
0 missing
ATSC5enumeric69 unique values
0 missing
Eig11_EA.dm.numeric2 unique values
0 missing
ATSC5inumeric76 unique values
0 missing
Eig11_EA.ed.numeric36 unique values
0 missing
ATSC5mnumeric77 unique values
0 missing
Eig11_EA.ri.numeric56 unique values
0 missing
ATSC5pnumeric77 unique values
0 missing
Eig12_AEA.bo.numeric38 unique values
0 missing
ATSC5snumeric77 unique values
0 missing
Eig12_AEA.dm.numeric44 unique values
0 missing
ATSC5vnumeric77 unique values
0 missing
Eig12_AEA.ed.numeric35 unique values
0 missing
ATSC6enumeric71 unique values
0 missing
Eig12_AEA.ri.numeric61 unique values
0 missing
ATSC6inumeric72 unique values
0 missing
Eig12_EAnumeric29 unique values
0 missing
ATSC6mnumeric75 unique values
0 missing
Eig12_EA.bo.numeric35 unique values
0 missing
ATSC6pnumeric76 unique values
0 missing
Eig12_EA.dm.numeric3 unique values
0 missing
ATSC6snumeric76 unique values
0 missing
Eig12_EA.ed.numeric32 unique values
0 missing
ATSC6vnumeric76 unique values
0 missing
Eig12_EA.ri.numeric53 unique values
0 missing
ATSC7enumeric72 unique values
0 missing
Eig13_AEA.bo.numeric34 unique values
0 missing
ATSC7inumeric71 unique values
0 missing
Eig13_AEA.dm.numeric39 unique values
0 missing
ATSC7mnumeric75 unique values
0 missing
Eig13_AEA.ed.numeric33 unique values
0 missing
ATSC7pnumeric76 unique values
0 missing
Eig13_AEA.ri.numeric54 unique values
0 missing
ATSC7snumeric76 unique values
0 missing
Eig13_EAnumeric31 unique values
0 missing
ATSC7vnumeric76 unique values
0 missing
Eig13_EA.bo.numeric30 unique values
0 missing
ATSC8enumeric62 unique values
0 missing
Eig13_EA.dm.numeric4 unique values
0 missing
ATSC8inumeric65 unique values
0 missing
Eig13_EA.ed.numeric35 unique values
0 missing
ATSC8mnumeric73 unique values
0 missing
Eig13_EA.ri.numeric58 unique values
0 missing
ATSC8pnumeric71 unique values
0 missing
Eig14_AEA.bo.numeric25 unique values
0 missing
ATSC8snumeric72 unique values
0 missing
Eig14_AEA.dm.numeric32 unique values
0 missing
ATSC8vnumeric73 unique values
0 missing
Eig14_AEA.ed.numeric29 unique values
0 missing
BACnumeric14 unique values
0 missing
Eig14_AEA.ri.numeric43 unique values
0 missing
BBInumeric20 unique values
0 missing
Eig14_EAnumeric27 unique values
0 missing
BIC0numeric45 unique values
0 missing
Eig14_EA.bo.numeric28 unique values
0 missing
BIC2numeric47 unique values
0 missing
Eig14_EA.dm.numeric4 unique values
0 missing
BIC3numeric45 unique values
0 missing
Eig14_EA.ed.numeric30 unique values
0 missing
BIC4numeric40 unique values
0 missing
Eig14_EA.ri.numeric47 unique values
0 missing
BIC5numeric40 unique values
0 missing
Eig15_AEA.bo.numeric19 unique values
0 missing
BIDnumeric33 unique values
0 missing
Eig15_AEA.dm.numeric26 unique values
0 missing
BLInumeric68 unique values
0 missing
Eig15_AEA.ed.numeric25 unique values
0 missing
BLTA96numeric53 unique values
0 missing
Eig15_AEA.ri.numeric29 unique values
0 missing
BLTD48numeric53 unique values
0 missing
Eig15_EAnumeric22 unique values
0 missing
BLTF96numeric53 unique values
0 missing
Eig15_EA.bo.numeric25 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig15_EA.dm.numeric5 unique values
0 missing
C.numeric25 unique values
0 missing
Eig15_EA.ed.numeric27 unique values
0 missing
C.001numeric2 unique values
0 missing
Eig15_EA.ri.numeric37 unique values
0 missing
C.002numeric4 unique values
0 missing
Eta_alphanumeric49 unique values
0 missing
C.003numeric2 unique values
0 missing
Eta_alpha_Anumeric41 unique values
0 missing
C.005numeric2 unique values
0 missing
Eta_Bnumeric20 unique values
0 missing
C.006numeric4 unique values
0 missing
Eta_B_Anumeric21 unique values
0 missing
C.008numeric2 unique values
0 missing
Eta_betanumeric37 unique values
0 missing
C.015numeric2 unique values
0 missing
Eta_beta_Anumeric43 unique values
0 missing
C.016numeric2 unique values
0 missing
Eta_betaPnumeric17 unique values
0 missing
C.017numeric2 unique values
0 missing
Eta_betaP_Anumeric33 unique values
0 missing
C.018numeric2 unique values
0 missing
Eta_betaSnumeric25 unique values
0 missing
C.020numeric2 unique values
0 missing
Eta_betaS_Anumeric28 unique values
0 missing
C.021numeric2 unique values
0 missing
Eta_Cnumeric76 unique values
0 missing
C.022numeric3 unique values
0 missing
Eta_C_Anumeric70 unique values
0 missing
C.024numeric9 unique values
0 missing
Eta_epsinumeric58 unique values
0 missing
C.025numeric3 unique values
0 missing
Eta_Fnumeric77 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
79
Number of instances (rows) of the dataset.
NumberOfFeatures
542
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
541
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
6.86
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
1.3
Second quartile (Median) of kurtosis among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanSkewnessOfNumericAtts
0.54
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.16
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
1.56
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
-0.03
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.73
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.5
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
79
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.74
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
184.65
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
4.31
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
99.82
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.28
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-8.89
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.18
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
8.89
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
1.14
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
82.2
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.33
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.92
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
0.13
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
8.15
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
4.87
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.86
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.16
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-CHEMBL4702
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4702
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4702
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4702
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4702
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4702
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4702
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4702
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4702
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4702
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4702
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4702
0 runs - estimation_procedure: 50 times Clustering
Define a new task