Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4730

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4730

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: CHEMBL4730 (TID: 20157), and it has 63 rows and 503 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.

505 features

pXC50 (target)numeric52 unique values
0 missing
molecule_id (row identifier)nominal63 unique values
0 missing
CATS2D_02_DDnumeric3 unique values
0 missing
Eig08_AEA.bo.numeric46 unique values
0 missing
CATS2D_02_DLnumeric8 unique values
0 missing
Eig08_AEA.dm.numeric38 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
Eig08_EA.ed.numeric44 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
SM03_AEA.ri.numeric44 unique values
0 missing
CATS2D_02_LLnumeric20 unique values
0 missing
SpMax7_Bh.p.numeric50 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
SM05_EA.bo.numeric38 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
SM08_AEA.bo.numeric48 unique values
0 missing
CATS2D_02_PPnumeric2 unique values
0 missing
SM03_EA.bo.numeric20 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
Eig04_AEA.bo.numeric48 unique values
0 missing
CATS2D_03_ALnumeric12 unique values
0 missing
SM04_AEA.bo.numeric42 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
SM07_AEA.bo.numeric45 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
P_VSA_LogP_4numeric14 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
SpMin5_Bh.e.numeric25 unique values
0 missing
CATS2D_03_DLnumeric10 unique values
0 missing
SpMin5_Bh.i.numeric27 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
SpMin5_Bh.m.numeric32 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
SpMin5_Bh.v.numeric29 unique values
0 missing
CATS2D_03_LLnumeric18 unique values
0 missing
SpMin6_Bh.e.numeric48 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
SpMin6_Bh.i.numeric46 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
SM05_AEA.bo.numeric44 unique values
0 missing
CATS2D_03_PNnumeric2 unique values
0 missing
SM06_AEA.bo.numeric44 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
CATS2D_05_ALnumeric11 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
MWC10numeric47 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
SM04_AEA.ed.numeric40 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
SM04_EA.ed.numeric46 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
SM05_AEA.ed.numeric41 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
SM06_AEA.ed.numeric42 unique values
0 missing
CATS2D_04_DLnumeric8 unique values
0 missing
SM06_EA.ed.numeric44 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
SM07_AEA.ed.numeric44 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
SM08_AEA.ed.numeric43 unique values
0 missing
CATS2D_04_LLnumeric13 unique values
0 missing
SM08_EA.ed.numeric46 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
SM09_AEA.ed.numeric40 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
SM10_AEA.ed.numeric39 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
SM10_EA.ri.numeric53 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
SM11_AEA.ed.numeric42 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
SM11_EA.ri.numeric55 unique values
0 missing
CATS2D_05_DAnumeric6 unique values
0 missing
SM12_AEA.ed.numeric45 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
SM12_EA.ri.numeric54 unique values
0 missing
CATS2D_05_DLnumeric11 unique values
0 missing
SM13_AEA.ed.numeric45 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
SM13_EA.ri.numeric55 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
SM14_AEA.ed.numeric48 unique values
0 missing
CATS2D_05_LLnumeric11 unique values
0 missing
SM14_EA.ri.numeric51 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
SM15_AEA.ed.numeric47 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
SM15_EA.ri.numeric54 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
SpDiam_EA.ed.numeric32 unique values
0 missing
CATS2D_06_ALnumeric9 unique values
0 missing
SPInumeric49 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS1mnumeric46 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
MATS3mnumeric42 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
MPC05numeric29 unique values
0 missing
CATS2D_06_DLnumeric8 unique values
0 missing
MPC06numeric33 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
MPC08numeric37 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
MPC09numeric33 unique values
0 missing
CATS2D_06_LLnumeric12 unique values
0 missing
Qindexnumeric15 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
MATS7enumeric58 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
ZM2Madnumeric53 unique values
0 missing
CATS2D_07_AAnumeric6 unique values
0 missing
nArORnumeric5 unique values
0 missing
CATS2D_07_ALnumeric12 unique values
0 missing
Eig11_AEA.ed.numeric36 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
C.007numeric2 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS6vnumeric53 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
MATS3vnumeric46 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
MATS6vnumeric54 unique values
0 missing
CATS2D_07_DLnumeric9 unique values
0 missing
SpMax2_Bh.s.numeric19 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
BBInumeric24 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
MPC02numeric24 unique values
0 missing
CATS2D_07_LLnumeric17 unique values
0 missing
MWC02numeric25 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
MWC03numeric36 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
MWC04numeric40 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
MWC05numeric44 unique values
0 missing
CATS2D_08_ALnumeric11 unique values
0 missing
SM02_EAnumeric24 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
SpAD_AEA.bo.numeric54 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
SpAD_AEA.ri.numeric58 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
SpAD_EAnumeric49 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
SpAD_EA.ed.numeric49 unique values
0 missing
CATS2D_08_DLnumeric10 unique values
0 missing
SRW04numeric28 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
SRW06numeric35 unique values
0 missing
CATS2D_08_DPnumeric3 unique values
0 missing
ZM1numeric25 unique values
0 missing
CATS2D_08_LLnumeric17 unique values
0 missing
ZM2numeric36 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
Eig07_EA.ed.numeric47 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
SM02_AEA.ri.numeric47 unique values
0 missing
CATS2D_08_PNnumeric2 unique values
0 missing
SM04_EAnumeric40 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
MPC03numeric24 unique values
0 missing
CATS2D_09_ALnumeric12 unique values
0 missing
Chi1_EA.bo.numeric48 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
Eig05_AEA.ed.numeric38 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
Eig05_EA.ed.numeric41 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
MPC04numeric30 unique values
0 missing
CATS2D_09_DLnumeric10 unique values
0 missing
SM02_AEA.ed.numeric37 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
SM14_AEA.dm.numeric41 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
SpAD_AEA.ed.numeric49 unique values
0 missing
CATS2D_09_LLnumeric19 unique values
0 missing
MPC07numeric35 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
MWC06numeric43 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
MWC07numeric47 unique values
0 missing
CATS2D_09_PNnumeric2 unique values
0 missing
MWC08numeric44 unique values
0 missing
CENTnumeric49 unique values
0 missing
MWC09numeric43 unique values
0 missing
Chi0_AEA.bo.numeric40 unique values
0 missing
TWCnumeric45 unique values
0 missing
Chi0_AEA.dm.numeric40 unique values
0 missing
Eig01_AEA.ri.numeric33 unique values
0 missing
Chi0_AEA.ed.numeric40 unique values
0 missing
SpMAD_AEA.ri.numeric31 unique values
0 missing
Chi0_AEA.ri.numeric40 unique values
0 missing
SpMAD_EAnumeric30 unique values
0 missing
Chi0_EAnumeric40 unique values
0 missing
SpMAD_EA.ed.numeric44 unique values
0 missing
Chi0_EA.bo.numeric44 unique values
0 missing
SpMax_AEA.ri.numeric33 unique values
0 missing
Chi0_EA.dm.numeric47 unique values
0 missing
SssNHnumeric54 unique values
0 missing
Chi0_EA.ed.numeric49 unique values
0 missing
SM02_EA.ed.numeric37 unique values
0 missing
Chi0_EA.ri.numeric53 unique values
0 missing
MPC10numeric40 unique values
0 missing
Chi1_AEA.bo.numeric44 unique values
0 missing
AACnumeric45 unique values
0 missing
Chi1_AEA.dm.numeric44 unique values
0 missing
AECCnumeric47 unique values
0 missing
Chi1_AEA.ed.numeric44 unique values
0 missing
ALOGPnumeric51 unique values
0 missing
Chi1_AEA.ri.numeric44 unique values
0 missing
ALOGP2numeric51 unique values
0 missing
Chi1_EAnumeric44 unique values
0 missing
AMRnumeric51 unique values
0 missing
Chi1_EA.dm.numeric49 unique values
0 missing
AMWnumeric46 unique values
0 missing
Chi1_EA.ed.numeric49 unique values
0 missing
ARRnumeric27 unique values
0 missing
Chi1_EA.ri.numeric59 unique values
0 missing
ATS1enumeric45 unique values
0 missing
CIC0numeric44 unique values
0 missing
ATS1inumeric47 unique values
0 missing
CIC1numeric48 unique values
0 missing
ATS1mnumeric50 unique values
0 missing
CIC2numeric51 unique values
0 missing
ATS1pnumeric48 unique values
0 missing
CIC3numeric49 unique values
0 missing
ATS1snumeric46 unique values
0 missing
CIC4numeric43 unique values
0 missing
ATS1vnumeric43 unique values
0 missing
CIC5numeric43 unique values
0 missing
ATS2enumeric50 unique values
0 missing
CIDnumeric34 unique values
0 missing
ATS2inumeric47 unique values
0 missing
Cl.089numeric3 unique values
0 missing
ATS2mnumeric49 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ATS2pnumeric47 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATS2snumeric51 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATS2vnumeric47 unique values
0 missing
CSInumeric48 unique values
0 missing
ATS3enumeric48 unique values
0 missing
DBInumeric25 unique values
0 missing
ATS3inumeric50 unique values
0 missing
D.Dtr03numeric3 unique values
0 missing
ATS3mnumeric53 unique values
0 missing
D.Dtr05numeric48 unique values
0 missing
ATS3pnumeric50 unique values
0 missing
D.Dtr06numeric49 unique values
0 missing
ATS3snumeric53 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
ATS3vnumeric52 unique values
0 missing
D.Dtr09numeric31 unique values
0 missing
ATS4enumeric52 unique values
0 missing
D.Dtr10numeric3 unique values
0 missing
ATS4inumeric51 unique values
0 missing
DECCnumeric47 unique values
0 missing
ATS4mnumeric56 unique values
0 missing
DELSnumeric61 unique values
0 missing
ATS4pnumeric53 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS4snumeric58 unique values
0 missing
DLS_01numeric4 unique values
0 missing
ATS4vnumeric59 unique values
0 missing
DLS_02numeric5 unique values
0 missing
ATS5enumeric59 unique values
0 missing
DLS_03numeric4 unique values
0 missing
ATS5inumeric59 unique values
0 missing
DLS_04numeric5 unique values
0 missing
ATS5mnumeric56 unique values
0 missing
DLS_05numeric2 unique values
0 missing
ATS5pnumeric59 unique values
0 missing
DLS_06numeric3 unique values
0 missing
ATS5snumeric59 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS5vnumeric58 unique values
0 missing
DLS_consnumeric15 unique values
0 missing
ATS6enumeric57 unique values
0 missing
Dznumeric37 unique values
0 missing
ATS6inumeric55 unique values
0 missing
ECCnumeric46 unique values
0 missing
ATS6mnumeric55 unique values
0 missing
Eig01_AEA.bo.numeric25 unique values
0 missing
ATS6pnumeric53 unique values
0 missing
Eig01_AEA.dm.numeric36 unique values
0 missing
ATS6snumeric55 unique values
0 missing
Eig01_AEA.ed.numeric23 unique values
0 missing
ATS6vnumeric56 unique values
0 missing
Eig01_EAnumeric29 unique values
0 missing
ATS7enumeric55 unique values
0 missing
Eig01_EA.bo.numeric23 unique values
0 missing
ATS7inumeric59 unique values
0 missing
Eig01_EA.dm.numeric17 unique values
0 missing
ATS7mnumeric56 unique values
0 missing
Eig01_EA.ed.numeric27 unique values
0 missing
ATS7pnumeric59 unique values
0 missing
Eig01_EA.ri.numeric32 unique values
0 missing
ATS7snumeric58 unique values
0 missing
Eig02_AEA.bo.numeric33 unique values
0 missing
ATS7vnumeric57 unique values
0 missing
Eig02_AEA.dm.numeric32 unique values
0 missing
ATS8enumeric57 unique values
0 missing
Eig02_AEA.ed.numeric31 unique values
0 missing
ATS8inumeric59 unique values
0 missing
Eig02_AEA.ri.numeric39 unique values
0 missing
ATS8mnumeric56 unique values
0 missing
Eig02_EAnumeric35 unique values
0 missing
ATS8pnumeric59 unique values
0 missing
Eig02_EA.bo.numeric24 unique values
0 missing
ATS8snumeric58 unique values
0 missing
Eig02_EA.dm.numeric15 unique values
0 missing
ATS8vnumeric57 unique values
0 missing
Eig02_EA.ed.numeric36 unique values
0 missing
ATSC1enumeric34 unique values
0 missing
Eig02_EA.ri.numeric32 unique values
0 missing
ATSC1inumeric50 unique values
0 missing
Eig03_AEA.bo.numeric45 unique values
0 missing
ATSC1mnumeric51 unique values
0 missing
Eig03_AEA.dm.numeric39 unique values
0 missing
ATSC1pnumeric51 unique values
0 missing
Eig03_AEA.ed.numeric37 unique values
0 missing
ATSC1snumeric55 unique values
0 missing
Eig03_AEA.ri.numeric51 unique values
0 missing
ATSC1vnumeric51 unique values
0 missing
Eig03_EAnumeric43 unique values
0 missing
ATSC2enumeric47 unique values
0 missing
Eig03_EA.bo.numeric37 unique values
0 missing
ATSC2inumeric49 unique values
0 missing
Eig03_EA.dm.numeric10 unique values
0 missing
ATSC2mnumeric52 unique values
0 missing
Eig03_EA.ed.numeric40 unique values
0 missing
ATSC2pnumeric51 unique values
0 missing
Eig03_EA.ri.numeric51 unique values
0 missing
ATSC2snumeric56 unique values
0 missing
Eig04_AEA.dm.numeric38 unique values
0 missing
ATSC2vnumeric51 unique values
0 missing
Eig04_AEA.ed.numeric41 unique values
0 missing
ATSC3enumeric50 unique values
0 missing
Eig04_AEA.ri.numeric49 unique values
0 missing
ATSC3inumeric52 unique values
0 missing
Eig04_EAnumeric43 unique values
0 missing
ATSC3mnumeric55 unique values
0 missing
Eig04_EA.bo.numeric41 unique values
0 missing
ATSC3pnumeric55 unique values
0 missing
Eig04_EA.dm.numeric16 unique values
0 missing
ATSC3snumeric56 unique values
0 missing
Eig04_EA.ed.numeric43 unique values
0 missing
ATSC3vnumeric55 unique values
0 missing
Eig04_EA.ri.numeric54 unique values
0 missing
ATSC4enumeric56 unique values
0 missing
Eig05_AEA.bo.numeric48 unique values
0 missing
ATSC4inumeric58 unique values
0 missing
Eig05_AEA.dm.numeric42 unique values
0 missing
ATSC4mnumeric61 unique values
0 missing
Eig05_AEA.ri.numeric47 unique values
0 missing
ATSC4pnumeric61 unique values
0 missing
Eig05_EAnumeric44 unique values
0 missing
ATSC4snumeric60 unique values
0 missing
Eig05_EA.bo.numeric46 unique values
0 missing
ATSC4vnumeric61 unique values
0 missing
Eig05_EA.dm.numeric16 unique values
0 missing
ATSC5enumeric61 unique values
0 missing
Eig05_EA.ri.numeric48 unique values
0 missing
ATSC5inumeric59 unique values
0 missing
Eig06_AEA.bo.numeric42 unique values
0 missing
ATSC5mnumeric61 unique values
0 missing
Eig06_AEA.dm.numeric48 unique values
0 missing
ATSC5pnumeric61 unique values
0 missing
Eig06_AEA.ed.numeric43 unique values
0 missing
ATSC5snumeric61 unique values
0 missing
Eig06_AEA.ri.numeric55 unique values
0 missing
ATSC5vnumeric61 unique values
0 missing
Eig06_EAnumeric42 unique values
0 missing
ATSC6enumeric55 unique values
0 missing
Eig06_EA.bo.numeric48 unique values
0 missing
ATSC6inumeric58 unique values
0 missing
Eig06_EA.dm.numeric11 unique values
0 missing
ATSC6mnumeric61 unique values
0 missing
Eig06_EA.ed.numeric45 unique values
0 missing
ATSC6pnumeric61 unique values
0 missing
Eig06_EA.ri.numeric56 unique values
0 missing
ATSC6snumeric61 unique values
0 missing
Eig07_AEA.bo.numeric51 unique values
0 missing
ATSC6vnumeric61 unique values
0 missing
Eig07_AEA.dm.numeric44 unique values
0 missing
ATSC7enumeric60 unique values
0 missing
Eig07_AEA.ed.numeric44 unique values
0 missing
ATSC7inumeric59 unique values
0 missing
Eig07_AEA.ri.numeric54 unique values
0 missing
ATSC7mnumeric61 unique values
0 missing
Eig07_EAnumeric45 unique values
0 missing
ATSC7pnumeric60 unique values
0 missing
Eig07_EA.bo.numeric45 unique values
0 missing
ATSC7snumeric61 unique values
0 missing
Eig07_EA.dm.numeric5 unique values
0 missing
ATSC7vnumeric60 unique values
0 missing
Eig07_EA.ri.numeric55 unique values
0 missing
ATSC8enumeric54 unique values
0 missing
Eig08_AEA.ed.numeric43 unique values
0 missing
ATSC8inumeric60 unique values
0 missing
Eig08_AEA.ri.numeric49 unique values
0 missing
ATSC8mnumeric61 unique values
0 missing
Eig08_EAnumeric41 unique values
0 missing
ATSC8pnumeric60 unique values
0 missing
Eig08_EA.bo.numeric48 unique values
0 missing
ATSC8snumeric61 unique values
0 missing
Eig08_EA.dm.numeric3 unique values
0 missing
ATSC8vnumeric61 unique values
0 missing
Eig08_EA.ri.numeric46 unique values
0 missing
BACnumeric20 unique values
0 missing
Eig09_AEA.bo.numeric42 unique values
0 missing
BIC0numeric34 unique values
0 missing
Eig09_AEA.dm.numeric43 unique values
0 missing
BIC1numeric38 unique values
0 missing
Eig09_AEA.ed.numeric34 unique values
0 missing
BIC2numeric43 unique values
0 missing
Eig09_AEA.ri.numeric53 unique values
0 missing
BIC3numeric42 unique values
0 missing
Eig09_EAnumeric43 unique values
0 missing
BIC4numeric33 unique values
0 missing
Eig09_EA.bo.numeric40 unique values
0 missing
BIC5numeric37 unique values
0 missing
Eig09_EA.dm.numeric3 unique values
0 missing
BIDnumeric24 unique values
0 missing
Eig09_EA.ed.numeric43 unique values
0 missing
BLInumeric45 unique values
0 missing
Eig09_EA.ri.numeric53 unique values
0 missing
BLTA96numeric42 unique values
0 missing
Eig10_AEA.bo.numeric39 unique values
0 missing
BLTD48numeric43 unique values
0 missing
Eig10_AEA.dm.numeric29 unique values
0 missing
BLTF96numeric41 unique values
0 missing
Eig10_AEA.ed.numeric37 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig10_AEA.ri.numeric40 unique values
0 missing
C.numeric29 unique values
0 missing
Eig10_EAnumeric35 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig10_EA.bo.numeric40 unique values
0 missing
C.002numeric8 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig10_EA.ed.numeric39 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig10_EA.ri.numeric40 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig11_AEA.bo.numeric30 unique values
0 missing
C.006numeric8 unique values
0 missing
Eig11_AEA.dm.numeric37 unique values
0 missing
C.008numeric4 unique values
0 missing
Eig11_AEA.ri.numeric48 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig11_EAnumeric39 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig11_EA.bo.numeric33 unique values
0 missing
C.013numeric2 unique values
0 missing
Eig11_EA.dm.numeric2 unique values
0 missing
C.014numeric2 unique values
0 missing
Eig11_EA.ed.numeric37 unique values
0 missing
C.016numeric3 unique values
0 missing
Eig11_EA.ri.numeric51 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig12_AEA.bo.numeric23 unique values
0 missing
C.018numeric3 unique values
0 missing
Eig12_AEA.dm.numeric41 unique values
0 missing
C.024numeric12 unique values
0 missing
Eig12_AEA.ed.numeric25 unique values
0 missing
C.025numeric5 unique values
0 missing
Eig12_AEA.ri.numeric31 unique values
0 missing
C.026numeric7 unique values
0 missing
Eig12_EAnumeric27 unique values
0 missing
C.027numeric2 unique values
0 missing
Eig12_EA.bo.numeric20 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig12_EA.dm.numeric2 unique values
0 missing
C.029numeric2 unique values
0 missing
Eig12_EA.ed.numeric29 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig12_EA.ri.numeric30 unique values
0 missing
C.034numeric3 unique values
0 missing
Eig13_AEA.bo.numeric29 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig13_AEA.dm.numeric24 unique values
0 missing
C.040numeric4 unique values
0 missing
Eig13_AEA.ed.numeric31 unique values
0 missing
C.041numeric3 unique values
0 missing
Eig13_AEA.ri.numeric23 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eig13_EAnumeric19 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eig13_EA.bo.numeric26 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eig13_EA.ed.numeric22 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
CATS2D_01_LLnumeric15 unique values
0 missing
CATS2D_01_NLnumeric3 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
CATS2D_02_ALnumeric11 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
CATS2D_02_DAnumeric6 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
63
Number of instances (rows) of the dataset.
NumberOfFeatures
505
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
504
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.75
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
28.47
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
24.35
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
1.66
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.22
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
-0.1
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
26.78
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
8.02
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
4.05
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.48
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.
MeanStdDevOfNumericAtts
50.58
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
4.35
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-1.98
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.35
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
63
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.54
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
5121.21
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
53.69
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
7.14
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-7.94
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
7.94
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.02
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
7.07
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
20284.72
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
5.92
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.39
Third quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4730
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4730
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4730
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4730
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4730
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4730
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4730
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4730
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4730
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4730
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4730
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4730
0 runs - estimation_procedure: 50 times Clustering
Define a new task