Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3736

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3736

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: CHEMBL3736 (TID: 11848), and it has 66 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)numeric50 unique values
0 missing
molecule_id (row identifier)nominal66 unique values
0 missing
CATS2D_06_DDnumeric5 unique values
0 missing
MATS1snumeric43 unique values
0 missing
CATS2D_06_DLnumeric13 unique values
0 missing
GATS1snumeric49 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
Eig01_AEA.dm.numeric37 unique values
0 missing
CATS2D_06_DPnumeric3 unique values
0 missing
SM05_EA.dm.numeric15 unique values
0 missing
CATS2D_06_LLnumeric17 unique values
0 missing
SpDiam_AEA.dm.numeric38 unique values
0 missing
CATS2D_06_NLnumeric7 unique values
0 missing
SpMax_AEA.dm.numeric37 unique values
0 missing
CATS2D_06_NNnumeric2 unique values
0 missing
C.008numeric5 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
C.040numeric7 unique values
0 missing
CATS2D_06_PNnumeric2 unique values
0 missing
nCsnumeric12 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
MATS3vnumeric53 unique values
0 missing
CATS2D_07_ALnumeric16 unique values
0 missing
MATS5snumeric58 unique values
0 missing
CATS2D_07_ANnumeric5 unique values
0 missing
GATS2mnumeric53 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
GATS3pnumeric53 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
SM04_EA.dm.numeric17 unique values
0 missing
CATS2D_07_DDnumeric4 unique values
0 missing
MATS5enumeric58 unique values
0 missing
CATS2D_07_DLnumeric12 unique values
0 missing
nRCONHRnumeric5 unique values
0 missing
CATS2D_07_DNnumeric4 unique values
0 missing
GATS3mnumeric60 unique values
0 missing
CATS2D_07_DPnumeric3 unique values
0 missing
SM02_EA.dm.numeric18 unique values
0 missing
CATS2D_07_LLnumeric17 unique values
0 missing
Eig02_AEA.dm.numeric32 unique values
0 missing
CATS2D_07_NLnumeric7 unique values
0 missing
GATS1enumeric45 unique values
0 missing
CATS2D_07_NNnumeric2 unique values
0 missing
SpMAD_EA.dm.numeric48 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
H.052numeric10 unique values
0 missing
CATS2D_08_AAnumeric7 unique values
0 missing
Eta_sh_ynumeric44 unique values
0 missing
CATS2D_08_ALnumeric13 unique values
0 missing
GATS3vnumeric52 unique values
0 missing
CATS2D_08_ANnumeric3 unique values
0 missing
SpMAD_AEA.dm.numeric42 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
Eig03_EA.dm.numeric14 unique values
0 missing
CATS2D_08_DAnumeric7 unique values
0 missing
P_VSA_LogP_4numeric15 unique values
0 missing
CATS2D_08_DDnumeric4 unique values
0 missing
SdssCnumeric61 unique values
0 missing
CATS2D_08_DLnumeric12 unique values
0 missing
SM03_EA.dm.numeric15 unique values
0 missing
CATS2D_08_DNnumeric4 unique values
0 missing
SpAD_EA.dm.numeric18 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
SpMax2_Bh.s.numeric15 unique values
0 missing
CATS2D_08_LLnumeric17 unique values
0 missing
MATS2enumeric45 unique values
0 missing
CATS2D_08_NLnumeric6 unique values
0 missing
SpMin2_Bh.v.numeric53 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
Eig02_EA.dm.numeric13 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
SM07_EA.dm.numeric15 unique values
0 missing
CATS2D_09_ALnumeric14 unique values
0 missing
SM09_EA.dm.numeric15 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
SM11_EA.dm.numeric15 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
SM13_EA.dm.numeric15 unique values
0 missing
CATS2D_09_DAnumeric6 unique values
0 missing
SM15_EA.dm.numeric15 unique values
0 missing
CATS2D_09_DDnumeric5 unique values
0 missing
GATS2vnumeric50 unique values
0 missing
CATS2D_09_DLnumeric10 unique values
0 missing
MATS7mnumeric51 unique values
0 missing
CATS2D_09_DNnumeric3 unique values
0 missing
JGI4numeric26 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
MATS3mnumeric53 unique values
0 missing
CATS2D_09_LLnumeric16 unique values
0 missing
Hynumeric45 unique values
0 missing
CATS2D_09_NLnumeric6 unique values
0 missing
IC1numeric54 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
Eta_sh_pnumeric47 unique values
0 missing
CATS2D_09_PNnumeric2 unique values
0 missing
SpMAD_AEA.ed.numeric49 unique values
0 missing
CENTnumeric57 unique values
0 missing
BACnumeric29 unique values
0 missing
Chi0_AEA.bo.numeric57 unique values
0 missing
MATS2mnumeric47 unique values
0 missing
Chi0_AEA.dm.numeric57 unique values
0 missing
MATS2vnumeric50 unique values
0 missing
Chi0_AEA.ed.numeric57 unique values
0 missing
MATS5mnumeric54 unique values
0 missing
Chi0_AEA.ri.numeric57 unique values
0 missing
C.001numeric5 unique values
0 missing
Chi0_EAnumeric57 unique values
0 missing
NsCH3numeric5 unique values
0 missing
Chi0_EA.bo.numeric58 unique values
0 missing
P_VSA_LogP_1numeric5 unique values
0 missing
Chi0_EA.dm.numeric37 unique values
0 missing
SsCH3numeric49 unique values
0 missing
Chi0_EA.ed.numeric62 unique values
0 missing
IC2numeric64 unique values
0 missing
Chi0_EA.ri.numeric59 unique values
0 missing
MATS1inumeric48 unique values
0 missing
Chi1_AEA.bo.numeric61 unique values
0 missing
AACnumeric47 unique values
0 missing
Chi1_AEA.dm.numeric61 unique values
0 missing
AECCnumeric59 unique values
0 missing
Chi1_AEA.ed.numeric61 unique values
0 missing
ALOGPnumeric56 unique values
0 missing
Chi1_AEA.ri.numeric61 unique values
0 missing
ALOGP2numeric56 unique values
0 missing
Chi1_EAnumeric61 unique values
0 missing
AMRnumeric55 unique values
0 missing
Chi1_EA.bo.numeric64 unique values
0 missing
AMWnumeric53 unique values
0 missing
Chi1_EA.dm.numeric38 unique values
0 missing
ARRnumeric34 unique values
0 missing
Chi1_EA.ed.numeric60 unique values
0 missing
ATS1enumeric49 unique values
0 missing
Chi1_EA.ri.numeric62 unique values
0 missing
ATS1inumeric51 unique values
0 missing
CIC0numeric49 unique values
0 missing
ATS1mnumeric53 unique values
0 missing
CIC1numeric54 unique values
0 missing
ATS1pnumeric50 unique values
0 missing
CIC2numeric61 unique values
0 missing
ATS1snumeric54 unique values
0 missing
CIC3numeric61 unique values
0 missing
ATS1vnumeric52 unique values
0 missing
CIC4numeric55 unique values
0 missing
ATS2enumeric54 unique values
0 missing
CIC5numeric55 unique values
0 missing
ATS2inumeric53 unique values
0 missing
CIDnumeric52 unique values
0 missing
ATS2mnumeric54 unique values
0 missing
Cl.089numeric3 unique values
0 missing
ATS2pnumeric55 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ATS2snumeric62 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATS2vnumeric55 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATS3enumeric55 unique values
0 missing
CSInumeric61 unique values
0 missing
ATS3inumeric54 unique values
0 missing
DBInumeric32 unique values
0 missing
ATS3mnumeric61 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
ATS3pnumeric57 unique values
0 missing
D.Dtr04numeric2 unique values
0 missing
ATS3snumeric60 unique values
0 missing
D.Dtr05numeric22 unique values
0 missing
ATS3vnumeric60 unique values
0 missing
D.Dtr06numeric60 unique values
0 missing
ATS4enumeric59 unique values
0 missing
D.Dtr09numeric3 unique values
0 missing
ATS4inumeric59 unique values
0 missing
D.Dtr10numeric4 unique values
0 missing
ATS4mnumeric62 unique values
0 missing
DECCnumeric59 unique values
0 missing
ATS4pnumeric61 unique values
0 missing
DELSnumeric64 unique values
0 missing
ATS4snumeric61 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ATS4vnumeric62 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS5enumeric63 unique values
0 missing
DLS_01numeric4 unique values
0 missing
ATS5inumeric62 unique values
0 missing
DLS_02numeric5 unique values
0 missing
ATS5mnumeric61 unique values
0 missing
DLS_03numeric5 unique values
0 missing
ATS5pnumeric62 unique values
0 missing
DLS_04numeric6 unique values
0 missing
ATS5snumeric62 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS5vnumeric63 unique values
0 missing
DLS_06numeric6 unique values
0 missing
ATS6enumeric62 unique values
0 missing
DLS_07numeric3 unique values
0 missing
ATS6inumeric63 unique values
0 missing
DLS_consnumeric18 unique values
0 missing
ATS6mnumeric63 unique values
0 missing
Dznumeric47 unique values
0 missing
ATS6pnumeric63 unique values
0 missing
ECCnumeric56 unique values
0 missing
ATS6snumeric62 unique values
0 missing
Eig01_AEA.bo.numeric41 unique values
0 missing
ATS6vnumeric62 unique values
0 missing
Eig01_AEA.ed.numeric36 unique values
0 missing
ATS7enumeric61 unique values
0 missing
Eig01_AEA.ri.numeric46 unique values
0 missing
ATS7inumeric63 unique values
0 missing
Eig01_EAnumeric45 unique values
0 missing
ATS7mnumeric61 unique values
0 missing
Eig01_EA.bo.numeric37 unique values
0 missing
ATS7pnumeric60 unique values
0 missing
Eig01_EA.dm.numeric7 unique values
0 missing
ATS7snumeric64 unique values
0 missing
Eig01_EA.ed.numeric42 unique values
0 missing
ATS7vnumeric62 unique values
0 missing
Eig01_EA.ri.numeric42 unique values
0 missing
ATS8enumeric64 unique values
0 missing
Eig02_AEA.bo.numeric59 unique values
0 missing
ATS8inumeric63 unique values
0 missing
Eig02_AEA.ed.numeric48 unique values
0 missing
ATS8mnumeric64 unique values
0 missing
Eig02_AEA.ri.numeric58 unique values
0 missing
ATS8pnumeric63 unique values
0 missing
Eig02_EAnumeric57 unique values
0 missing
ATS8snumeric63 unique values
0 missing
Eig02_EA.bo.numeric43 unique values
0 missing
ATS8vnumeric63 unique values
0 missing
Eig02_EA.ed.numeric56 unique values
0 missing
ATSC1enumeric42 unique values
0 missing
Eig02_EA.ri.numeric57 unique values
0 missing
ATSC1inumeric51 unique values
0 missing
Eig03_AEA.bo.numeric57 unique values
0 missing
ATSC1mnumeric53 unique values
0 missing
Eig03_AEA.dm.numeric45 unique values
0 missing
ATSC1pnumeric53 unique values
0 missing
Eig03_AEA.ed.numeric51 unique values
0 missing
ATSC1snumeric60 unique values
0 missing
Eig03_AEA.ri.numeric57 unique values
0 missing
ATSC1vnumeric52 unique values
0 missing
Eig03_EAnumeric55 unique values
0 missing
ATSC2enumeric50 unique values
0 missing
Eig03_EA.bo.numeric56 unique values
0 missing
ATSC2inumeric52 unique values
0 missing
Eig03_EA.ed.numeric59 unique values
0 missing
ATSC2mnumeric55 unique values
0 missing
Eig03_EA.ri.numeric55 unique values
0 missing
ATSC2pnumeric55 unique values
0 missing
Eig04_AEA.bo.numeric62 unique values
0 missing
ATSC2snumeric64 unique values
0 missing
Eig04_AEA.dm.numeric41 unique values
0 missing
ATSC2vnumeric55 unique values
0 missing
Eig04_AEA.ed.numeric58 unique values
0 missing
ATSC3enumeric56 unique values
0 missing
Eig04_AEA.ri.numeric59 unique values
0 missing
ATSC3inumeric58 unique values
0 missing
Eig04_EAnumeric60 unique values
0 missing
ATSC3mnumeric61 unique values
0 missing
Eig04_EA.bo.numeric58 unique values
0 missing
ATSC3pnumeric60 unique values
0 missing
Eig04_EA.dm.numeric14 unique values
0 missing
ATSC3snumeric64 unique values
0 missing
Eig04_EA.ed.numeric62 unique values
0 missing
ATSC3vnumeric60 unique values
0 missing
Eig04_EA.ri.numeric58 unique values
0 missing
ATSC4enumeric63 unique values
0 missing
Eig05_AEA.bo.numeric52 unique values
0 missing
ATSC4inumeric61 unique values
0 missing
Eig05_AEA.dm.numeric46 unique values
0 missing
ATSC4mnumeric64 unique values
0 missing
Eig05_AEA.ed.numeric51 unique values
0 missing
ATSC4pnumeric64 unique values
0 missing
Eig05_AEA.ri.numeric53 unique values
0 missing
ATSC4snumeric64 unique values
0 missing
Eig05_EAnumeric52 unique values
0 missing
ATSC4vnumeric63 unique values
0 missing
Eig05_EA.bo.numeric49 unique values
0 missing
ATSC5enumeric64 unique values
0 missing
Eig05_EA.dm.numeric9 unique values
0 missing
ATSC5inumeric62 unique values
0 missing
Eig05_EA.ed.numeric59 unique values
0 missing
ATSC5mnumeric64 unique values
0 missing
Eig05_EA.ri.numeric53 unique values
0 missing
ATSC5pnumeric63 unique values
0 missing
Eig06_AEA.bo.numeric45 unique values
0 missing
ATSC5snumeric64 unique values
0 missing
Eig06_AEA.dm.numeric48 unique values
0 missing
ATSC5vnumeric64 unique values
0 missing
Eig06_AEA.ed.numeric54 unique values
0 missing
ATSC6enumeric60 unique values
0 missing
Eig06_AEA.ri.numeric53 unique values
0 missing
ATSC6inumeric64 unique values
0 missing
Eig06_EAnumeric53 unique values
0 missing
ATSC6mnumeric64 unique values
0 missing
Eig06_EA.bo.numeric44 unique values
0 missing
ATSC6pnumeric64 unique values
0 missing
Eig06_EA.dm.numeric6 unique values
0 missing
ATSC6snumeric64 unique values
0 missing
Eig06_EA.ed.numeric57 unique values
0 missing
ATSC6vnumeric64 unique values
0 missing
Eig06_EA.ri.numeric53 unique values
0 missing
ATSC7enumeric61 unique values
0 missing
Eig07_AEA.bo.numeric50 unique values
0 missing
ATSC7inumeric61 unique values
0 missing
Eig07_AEA.dm.numeric42 unique values
0 missing
ATSC7mnumeric64 unique values
0 missing
Eig07_AEA.ed.numeric53 unique values
0 missing
ATSC7pnumeric64 unique values
0 missing
Eig07_AEA.ri.numeric55 unique values
0 missing
ATSC7snumeric64 unique values
0 missing
Eig07_EAnumeric52 unique values
0 missing
ATSC7vnumeric64 unique values
0 missing
Eig07_EA.bo.numeric50 unique values
0 missing
ATSC8enumeric63 unique values
0 missing
Eig07_EA.dm.numeric5 unique values
0 missing
ATSC8inumeric64 unique values
0 missing
Eig07_EA.ed.numeric56 unique values
0 missing
ATSC8mnumeric63 unique values
0 missing
Eig07_EA.ri.numeric55 unique values
0 missing
ATSC8pnumeric64 unique values
0 missing
Eig08_AEA.bo.numeric43 unique values
0 missing
ATSC8snumeric64 unique values
0 missing
Eig08_AEA.dm.numeric45 unique values
0 missing
ATSC8vnumeric64 unique values
0 missing
Eig08_AEA.ed.numeric58 unique values
0 missing
BBInumeric32 unique values
0 missing
Eig08_AEA.ri.numeric52 unique values
0 missing
BIC0numeric39 unique values
0 missing
Eig08_EAnumeric49 unique values
0 missing
BIC1numeric46 unique values
0 missing
Eig08_EA.bo.numeric39 unique values
0 missing
BIC2numeric55 unique values
0 missing
Eig08_EA.dm.numeric4 unique values
0 missing
BIC3numeric58 unique values
0 missing
Eig08_EA.ed.numeric58 unique values
0 missing
BIC4numeric46 unique values
0 missing
Eig08_EA.ri.numeric51 unique values
0 missing
BIC5numeric45 unique values
0 missing
Eig09_AEA.bo.numeric31 unique values
0 missing
BIDnumeric39 unique values
0 missing
Eig09_AEA.dm.numeric48 unique values
0 missing
BLInumeric54 unique values
0 missing
Eig09_AEA.ed.numeric50 unique values
0 missing
BLTA96numeric53 unique values
0 missing
Eig09_AEA.ri.numeric37 unique values
0 missing
BLTD48numeric53 unique values
0 missing
Eig09_EAnumeric40 unique values
0 missing
BLTF96numeric53 unique values
0 missing
Eig09_EA.bo.numeric31 unique values
0 missing
C.numeric40 unique values
0 missing
Eig09_EA.dm.numeric5 unique values
0 missing
C.002numeric10 unique values
0 missing
Eig09_EA.ed.numeric47 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig09_EA.ri.numeric38 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig10_AEA.bo.numeric47 unique values
0 missing
C.006numeric7 unique values
0 missing
Eig10_AEA.dm.numeric43 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig10_AEA.ed.numeric45 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig10_AEA.ri.numeric34 unique values
0 missing
C.013numeric3 unique values
0 missing
Eig10_EAnumeric35 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig10_EA.bo.numeric50 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig10_EA.dm.numeric5 unique values
0 missing
C.024numeric13 unique values
0 missing
Eig10_EA.ed.numeric37 unique values
0 missing
C.025numeric7 unique values
0 missing
Eig10_EA.ri.numeric33 unique values
0 missing
C.026numeric5 unique values
0 missing
Eig11_AEA.bo.numeric51 unique values
0 missing
C.027numeric2 unique values
0 missing
Eig11_AEA.dm.numeric37 unique values
0 missing
C.028numeric3 unique values
0 missing
Eig11_AEA.ed.numeric43 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig11_AEA.ri.numeric51 unique values
0 missing
C.033numeric3 unique values
0 missing
Eig11_EAnumeric51 unique values
0 missing
C.034numeric3 unique values
0 missing
Eig11_EA.bo.numeric52 unique values
0 missing
C.038numeric2 unique values
0 missing
Eig11_EA.dm.numeric5 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig11_EA.ed.numeric52 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig11_EA.ri.numeric49 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig12_AEA.bo.numeric49 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eig12_AEA.dm.numeric45 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eig12_AEA.ed.numeric53 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eig12_AEA.ri.numeric43 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eig12_EAnumeric44 unique values
0 missing
CATS2D_01_ANnumeric4 unique values
0 missing
Eig12_EA.bo.numeric55 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eig12_EA.dm.numeric5 unique values
0 missing
CATS2D_01_DNnumeric4 unique values
0 missing
Eig12_EA.ed.numeric48 unique values
0 missing
CATS2D_01_LLnumeric21 unique values
0 missing
Eig12_EA.ri.numeric46 unique values
0 missing
CATS2D_01_NLnumeric4 unique values
0 missing
Eig13_AEA.bo.numeric56 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
Eig13_AEA.dm.numeric45 unique values
0 missing
CATS2D_02_ALnumeric11 unique values
0 missing
Eig13_AEA.ed.numeric45 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
Eig13_AEA.ri.numeric42 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eig13_EAnumeric41 unique values
0 missing
CATS2D_02_DAnumeric7 unique values
0 missing
Eig13_EA.bo.numeric54 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eig13_EA.dm.numeric4 unique values
0 missing
CATS2D_02_DLnumeric8 unique values
0 missing
Eig13_EA.ed.numeric49 unique values
0 missing
CATS2D_02_DNnumeric3 unique values
0 missing
Eig13_EA.ri.numeric46 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
Eig14_AEA.bo.numeric48 unique values
0 missing
CATS2D_02_LLnumeric22 unique values
0 missing
Eig14_AEA.dm.numeric52 unique values
0 missing
CATS2D_02_NLnumeric5 unique values
0 missing
Eig14_AEA.ed.numeric41 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
Eig14_AEA.ri.numeric49 unique values
0 missing
CATS2D_02_PNnumeric2 unique values
0 missing
Eig14_EAnumeric46 unique values
0 missing
CATS2D_02_PPnumeric2 unique values
0 missing
Eig14_EA.bo.numeric56 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
Eig14_EA.dm.numeric3 unique values
0 missing
CATS2D_03_ALnumeric12 unique values
0 missing
Eig14_EA.ed.numeric48 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Eig14_EA.ri.numeric52 unique values
0 missing
CATS2D_03_DAnumeric6 unique values
0 missing
Eig15_AEA.bo.numeric50 unique values
0 missing
CATS2D_03_DDnumeric5 unique values
0 missing
Eig15_AEA.dm.numeric51 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
Eig15_AEA.ed.numeric45 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
Eig15_AEA.ri.numeric44 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
Eig15_EAnumeric45 unique values
0 missing
CATS2D_03_LLnumeric19 unique values
0 missing
Eig15_EA.bo.numeric53 unique values
0 missing
CATS2D_03_NLnumeric4 unique values
0 missing
Eig15_EA.dm.numeric3 unique values
0 missing
CATS2D_03_NNnumeric2 unique values
0 missing
Eig15_EA.ed.numeric44 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
Eig15_EA.ri.numeric49 unique values
0 missing
CATS2D_04_ALnumeric14 unique values
0 missing
Eta_alphanumeric46 unique values
0 missing
CATS2D_04_ANnumeric5 unique values
0 missing
Eta_alpha_Anumeric26 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
Eta_Bnumeric46 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
Eta_B_Anumeric17 unique values
0 missing
CATS2D_04_DLnumeric9 unique values
0 missing
Eta_betanumeric39 unique values
0 missing
CATS2D_04_DNnumeric4 unique values
0 missing
Eta_beta_Anumeric48 unique values
0 missing
CATS2D_04_LLnumeric14 unique values
0 missing
Eta_betaPnumeric21 unique values
0 missing
CATS2D_04_NLnumeric6 unique values
0 missing
Eta_betaP_Anumeric45 unique values
0 missing
CATS2D_04_NNnumeric2 unique values
0 missing
Eta_betaSnumeric40 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
Eta_betaS_Anumeric42 unique values
0 missing
CATS2D_05_AAnumeric9 unique values
0 missing
Eta_Cnumeric64 unique values
0 missing
CATS2D_05_ALnumeric14 unique values
0 missing
Eta_C_Anumeric60 unique values
0 missing
CATS2D_05_ANnumeric5 unique values
0 missing
Eta_epsinumeric50 unique values
0 missing
CATS2D_05_DAnumeric9 unique values
0 missing
Eta_epsi_Anumeric42 unique values
0 missing
CATS2D_05_DDnumeric5 unique values
0 missing
Eta_Fnumeric64 unique values
0 missing
CATS2D_05_DLnumeric13 unique values
0 missing
Eta_F_Anumeric60 unique values
0 missing
CATS2D_05_DNnumeric3 unique values
0 missing
Eta_FLnumeric48 unique values
0 missing
CATS2D_05_LLnumeric15 unique values
0 missing
CATS2D_05_NLnumeric9 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
CATS2D_05_PNnumeric2 unique values
0 missing
CATS2D_06_AAnumeric7 unique values
0 missing
CATS2D_06_ALnumeric16 unique values
0 missing
CATS2D_06_ANnumeric3 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
CATS2D_06_DAnumeric9 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
66
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.
MaxSkewnessOfNumericAtts
8.12
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
5.15
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
50590.12
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
5.11
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.32
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
0.47
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
15.81
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
32.57
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.2
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.4
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
-0.67
Average class difference between consecutive instances.
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.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
11.24
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
7.64
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
2.09
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.03
Second quartile (Median) of means among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
122.28
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
1.84
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.63
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.72
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
66
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.04
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
10209.98
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
27.36
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
5.15
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.71
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3736
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3736
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3736
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3736
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3736
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3736
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3736
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3736
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3736
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3736
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3736
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3736
0 runs - estimation_procedure: 50 times Clustering
Define a new task