Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2024

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2024

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: CHEMBL2024 (TID: 99), and it has 62 rows and 544 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.

546 features

pXC50 (target)numeric56 unique values
0 missing
molecule_id (row identifier)nominal62 unique values
0 missing
CATS2D_02_AAnumeric7 unique values
0 missing
GATS4enumeric52 unique values
0 missing
Eig04_EA.bo.numeric38 unique values
0 missing
CATS2D_02_ALnumeric11 unique values
0 missing
GATS4inumeric53 unique values
0 missing
Eig06_AEA.ed.numeric35 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
GATS4mnumeric57 unique values
0 missing
SM14_AEA.ri.numeric38 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
GATS4pnumeric49 unique values
0 missing
SpMax2_Bh.v.numeric37 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
GATS4snumeric58 unique values
0 missing
Eig03_AEA.ri.numeric39 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
GATS4vnumeric49 unique values
0 missing
Eig03_EAnumeric36 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
GATS5enumeric54 unique values
0 missing
SM11_AEA.bo.numeric36 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
GATS5inumeric52 unique values
0 missing
Eig06_EA.ed.numeric42 unique values
0 missing
CATS2D_03_AAnumeric7 unique values
0 missing
GATS5mnumeric54 unique values
0 missing
SM15_AEA.dm.numeric42 unique values
0 missing
CATS2D_03_ALnumeric9 unique values
0 missing
GATS5pnumeric51 unique values
0 missing
SpMax3_Bh.e.numeric42 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
GATS5snumeric55 unique values
0 missing
X4vnumeric56 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS5vnumeric56 unique values
0 missing
X5vnumeric57 unique values
0 missing
CATS2D_03_DLnumeric8 unique values
0 missing
GATS6enumeric56 unique values
0 missing
O.numeric32 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
GATS6inumeric48 unique values
0 missing
Eig04_EA.ri.numeric41 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
GATS6mnumeric51 unique values
0 missing
SpMax3_Bh.m.numeric47 unique values
0 missing
CATS2D_04_ALnumeric11 unique values
0 missing
GATS6pnumeric51 unique values
0 missing
SpMax2_Bh.p.numeric34 unique values
0 missing
CATS2D_04_APnumeric4 unique values
0 missing
GATS6snumeric57 unique values
0 missing
Eig04_AEA.ed.numeric33 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
GATS6vnumeric53 unique values
0 missing
ATSC4pnumeric57 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS7enumeric55 unique values
0 missing
SpMin6_Bh.m.numeric38 unique values
0 missing
CATS2D_04_DLnumeric8 unique values
0 missing
GATS7inumeric49 unique values
0 missing
SpDiam_AEA.ed.numeric29 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
GATS7mnumeric52 unique values
0 missing
SpMax2_Bh.e.numeric30 unique values
0 missing
CATS2D_04_LLnumeric25 unique values
0 missing
GATS7pnumeric53 unique values
0 missing
MATS7snumeric55 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
GATS7snumeric55 unique values
0 missing
ATSC6inumeric56 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
GATS7vnumeric51 unique values
0 missing
SpMax3_Bh.v.numeric43 unique values
0 missing
CATS2D_05_ALnumeric15 unique values
0 missing
GATS8enumeric57 unique values
0 missing
Eig01_AEA.dm.numeric18 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
GATS8inumeric56 unique values
0 missing
SpDiam_AEA.dm.numeric18 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS8mnumeric53 unique values
0 missing
SpMax_AEA.dm.numeric18 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
GATS8pnumeric55 unique values
0 missing
SM05_EA.ri.numeric42 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS8snumeric57 unique values
0 missing
SM06_EA.ri.numeric56 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
GATS8vnumeric54 unique values
0 missing
SM08_EA.ri.numeric58 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
GGI1numeric13 unique values
0 missing
Eta_Bnumeric37 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
GGI10numeric35 unique values
0 missing
CATS2D_09_LLnumeric25 unique values
0 missing
CATS2D_06_ALnumeric14 unique values
0 missing
GGI2numeric15 unique values
0 missing
MPC09numeric46 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
MWC07numeric51 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
SM03_AEA.ed.numeric47 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
Eig05_AEA.ed.numeric31 unique values
0 missing
CATS2D_06_DLnumeric10 unique values
0 missing
Eig04_EA.ed.numeric38 unique values
0 missing
CATS2D_06_LLnumeric22 unique values
0 missing
SM13_AEA.dm.numeric38 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
Eig07_AEA.ed.numeric37 unique values
0 missing
CATS2D_07_AAnumeric5 unique values
0 missing
CATS2D_08_LLnumeric21 unique values
0 missing
CATS2D_07_ALnumeric15 unique values
0 missing
P_VSA_e_2numeric51 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
P_VSA_p_3numeric51 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
P_VSA_v_3numeric51 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
ATSC6vnumeric58 unique values
0 missing
CATS2D_07_DLnumeric10 unique values
0 missing
SpMax3_Bh.p.numeric42 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
ATSC5pnumeric58 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
CATS2D_05_LLnumeric24 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
MWC04numeric48 unique values
0 missing
CATS2D_08_ALnumeric15 unique values
0 missing
MWC05numeric50 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
SM02_AEA.ed.numeric44 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
SpMax1_Bh.i.numeric38 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
ATSC4inumeric56 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
Eig07_EA.bo.numeric36 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
X2numeric53 unique values
0 missing
CATS2D_09_AAnumeric6 unique values
0 missing
X2solnumeric53 unique values
0 missing
CATS2D_09_ALnumeric16 unique values
0 missing
ATSC5inumeric55 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
SM05_AEA.bo.numeric50 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
Eig06_AEA.ri.numeric45 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
Eig06_EA.ri.numeric45 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
ATSC6pnumeric58 unique values
0 missing
CENTnumeric53 unique values
0 missing
Eig04_AEA.bo.numeric42 unique values
0 missing
Chi0_AEA.bo.numeric51 unique values
0 missing
Eig06_EA.bo.numeric39 unique values
0 missing
Chi0_AEA.dm.numeric51 unique values
0 missing
ATS4pnumeric55 unique values
0 missing
Chi0_AEA.ed.numeric51 unique values
0 missing
ATS5pnumeric56 unique values
0 missing
Chi0_AEA.ri.numeric51 unique values
0 missing
H.052numeric9 unique values
0 missing
Chi0_EAnumeric51 unique values
0 missing
CATS2D_07_LLnumeric20 unique values
0 missing
Chi0_EA.bo.numeric51 unique values
0 missing
Eig03_EA.ri.numeric38 unique values
0 missing
Chi0_EA.ed.numeric53 unique values
0 missing
GGI6numeric35 unique values
0 missing
Chi0_EA.ri.numeric57 unique values
0 missing
SpMin2_Bh.v.numeric32 unique values
0 missing
Chi1_AEA.bo.numeric51 unique values
0 missing
SpMin3_Bh.m.numeric40 unique values
0 missing
Chi1_AEA.dm.numeric51 unique values
0 missing
Eig07_AEA.ri.numeric35 unique values
0 missing
Chi1_AEA.ed.numeric51 unique values
0 missing
Eig07_EAnumeric38 unique values
0 missing
Chi1_AEA.ri.numeric51 unique values
0 missing
SM15_AEA.bo.numeric38 unique values
0 missing
Chi1_EAnumeric51 unique values
0 missing
SpMin2_Bh.p.numeric29 unique values
0 missing
Chi1_EA.bo.numeric53 unique values
0 missing
P_VSA_s_4numeric33 unique values
0 missing
Chi1_EA.dm.numeric44 unique values
0 missing
SpMin2_Bh.e.numeric35 unique values
0 missing
Chi1_EA.ed.numeric53 unique values
0 missing
SpMin2_Bh.i.numeric30 unique values
0 missing
Chi1_EA.ri.numeric56 unique values
0 missing
SpAD_EA.ed.numeric53 unique values
0 missing
CIC0numeric47 unique values
0 missing
SRW06numeric50 unique values
0 missing
CIC1numeric53 unique values
0 missing
MPC05numeric37 unique values
0 missing
CIC2numeric56 unique values
0 missing
MPC10numeric45 unique values
0 missing
CIC3numeric53 unique values
0 missing
SpMax1_Bh.e.numeric37 unique values
0 missing
CIC4numeric54 unique values
0 missing
CATS2D_02_LLnumeric22 unique values
0 missing
CIC5numeric53 unique values
0 missing
CATS2D_03_LLnumeric23 unique values
0 missing
CIDnumeric41 unique values
0 missing
SaaCHnumeric58 unique values
0 missing
Cl.089numeric2 unique values
0 missing
Eig06_EAnumeric38 unique values
0 missing
CMC.50numeric2 unique values
0 missing
SM14_AEA.bo.numeric38 unique values
0 missing
CMC.80numeric2 unique values
0 missing
MPC08numeric45 unique values
0 missing
cRo5numeric2 unique values
0 missing
MWC06numeric47 unique values
0 missing
CSInumeric52 unique values
0 missing
Ramnumeric8 unique values
0 missing
DBInumeric29 unique values
0 missing
SM02_EA.ed.numeric52 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
SM04_EAnumeric44 unique values
0 missing
D.Dtr05numeric12 unique values
0 missing
SpMax6_Bh.m.numeric40 unique values
0 missing
D.Dtr06numeric53 unique values
0 missing
piIDnumeric47 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
SM04_EA.ri.numeric53 unique values
0 missing
D.Dtr09numeric7 unique values
0 missing
P_VSA_i_2numeric51 unique values
0 missing
D.Dtr10numeric24 unique values
0 missing
Eig07_EA.ri.numeric38 unique values
0 missing
DECCnumeric52 unique values
0 missing
Eig04_EAnumeric40 unique values
0 missing
DELSnumeric58 unique values
0 missing
Eig05_EA.bo.numeric36 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
Qindexnumeric14 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
SM04_AEA.bo.numeric51 unique values
0 missing
DLS_01numeric4 unique values
0 missing
SM06_AEA.bo.numeric52 unique values
0 missing
DLS_02numeric6 unique values
0 missing
SM12_AEA.bo.numeric40 unique values
0 missing
DLS_03numeric5 unique values
0 missing
SM15_AEA.ri.numeric36 unique values
0 missing
DLS_04numeric5 unique values
0 missing
GGI7numeric35 unique values
0 missing
DLS_05numeric2 unique values
0 missing
Eig03_AEA.dm.numeric28 unique values
0 missing
DLS_06numeric6 unique values
0 missing
SpMax6_Bh.p.numeric43 unique values
0 missing
DLS_07numeric3 unique values
0 missing
SpMax6_Bh.v.numeric46 unique values
0 missing
DLS_consnumeric22 unique values
0 missing
ATS6pnumeric56 unique values
0 missing
Dznumeric36 unique values
0 missing
Chi0_EA.dm.numeric45 unique values
0 missing
ECCnumeric51 unique values
0 missing
Eig04_AEA.dm.numeric26 unique values
0 missing
Eig01_AEA.bo.numeric20 unique values
0 missing
Eig05_AEA.dm.numeric39 unique values
0 missing
Eig01_AEA.ed.numeric16 unique values
0 missing
Eig07_AEA.bo.numeric35 unique values
0 missing
Eig01_AEA.ri.numeric18 unique values
0 missing
Eig08_EA.bo.numeric38 unique values
0 missing
Eig01_EAnumeric19 unique values
0 missing
Eig09_AEA.ed.numeric44 unique values
0 missing
Eig01_EA.bo.numeric22 unique values
0 missing
Eig10_AEA.ed.numeric43 unique values
0 missing
Eig01_EA.dm.numeric14 unique values
0 missing
ATS6enumeric57 unique values
0 missing
Eig01_EA.ed.numeric18 unique values
0 missing
AACnumeric46 unique values
0 missing
Eig01_EA.ri.numeric23 unique values
0 missing
AECCnumeric53 unique values
0 missing
Eig02_AEA.bo.numeric29 unique values
0 missing
ALOGPnumeric52 unique values
0 missing
Eig02_AEA.dm.numeric20 unique values
0 missing
ALOGP2numeric52 unique values
0 missing
Eig02_AEA.ed.numeric18 unique values
0 missing
AMRnumeric52 unique values
0 missing
Eig02_AEA.ri.numeric23 unique values
0 missing
AMWnumeric48 unique values
0 missing
Eig02_EAnumeric26 unique values
0 missing
ARRnumeric28 unique values
0 missing
Eig02_EA.bo.numeric32 unique values
0 missing
ATS1enumeric47 unique values
0 missing
Eig02_EA.dm.numeric19 unique values
0 missing
ATS1inumeric47 unique values
0 missing
Eig02_EA.ed.numeric20 unique values
0 missing
ATS1mnumeric46 unique values
0 missing
Eig02_EA.ri.numeric24 unique values
0 missing
ATS1pnumeric45 unique values
0 missing
Eig03_AEA.bo.numeric35 unique values
0 missing
ATS1snumeric52 unique values
0 missing
Eig03_AEA.ed.numeric31 unique values
0 missing
ATS1vnumeric47 unique values
0 missing
Eig03_EA.bo.numeric40 unique values
0 missing
ATS2enumeric48 unique values
0 missing
Eig03_EA.dm.numeric15 unique values
0 missing
ATS2inumeric50 unique values
0 missing
Eig03_EA.ed.numeric36 unique values
0 missing
ATS2mnumeric49 unique values
0 missing
Eig04_AEA.ri.numeric42 unique values
0 missing
ATS2pnumeric52 unique values
0 missing
Eig04_EA.dm.numeric16 unique values
0 missing
ATS2snumeric52 unique values
0 missing
Eig05_AEA.bo.numeric38 unique values
0 missing
ATS2vnumeric49 unique values
0 missing
Eig05_AEA.ri.numeric41 unique values
0 missing
ATS3enumeric53 unique values
0 missing
Eig05_EAnumeric38 unique values
0 missing
ATS3inumeric52 unique values
0 missing
Eig05_EA.dm.numeric12 unique values
0 missing
ATS3mnumeric54 unique values
0 missing
Eig05_EA.ed.numeric36 unique values
0 missing
ATS3pnumeric51 unique values
0 missing
Eig05_EA.ri.numeric44 unique values
0 missing
ATS3snumeric50 unique values
0 missing
Eig06_AEA.bo.numeric34 unique values
0 missing
ATS3vnumeric54 unique values
0 missing
Eig06_AEA.dm.numeric40 unique values
0 missing
ATS4enumeric52 unique values
0 missing
Eig06_EA.dm.numeric16 unique values
0 missing
ATS4inumeric53 unique values
0 missing
Eig07_AEA.dm.numeric43 unique values
0 missing
ATS4mnumeric54 unique values
0 missing
Eig07_EA.dm.numeric15 unique values
0 missing
ATS4snumeric55 unique values
0 missing
Eig07_EA.ed.numeric39 unique values
0 missing
ATS4vnumeric55 unique values
0 missing
Eig08_AEA.bo.numeric46 unique values
0 missing
ATS5enumeric53 unique values
0 missing
Eig08_AEA.dm.numeric40 unique values
0 missing
ATS5inumeric55 unique values
0 missing
Eig08_AEA.ed.numeric37 unique values
0 missing
ATS5mnumeric57 unique values
0 missing
Eig08_AEA.ri.numeric45 unique values
0 missing
ATS5snumeric53 unique values
0 missing
Eig08_EAnumeric44 unique values
0 missing
ATS5vnumeric52 unique values
0 missing
Eig08_EA.dm.numeric11 unique values
0 missing
ATS6inumeric56 unique values
0 missing
Eig08_EA.ed.numeric42 unique values
0 missing
ATS6mnumeric53 unique values
0 missing
Eig08_EA.ri.numeric44 unique values
0 missing
ATS6snumeric54 unique values
0 missing
Eig09_AEA.bo.numeric44 unique values
0 missing
ATS6vnumeric55 unique values
0 missing
Eig09_AEA.dm.numeric36 unique values
0 missing
ATS7enumeric54 unique values
0 missing
Eig09_AEA.ri.numeric48 unique values
0 missing
ATS7inumeric54 unique values
0 missing
Eig09_EAnumeric45 unique values
0 missing
ATS7mnumeric56 unique values
0 missing
Eig09_EA.bo.numeric42 unique values
0 missing
ATS7pnumeric57 unique values
0 missing
Eig09_EA.dm.numeric7 unique values
0 missing
ATS7snumeric55 unique values
0 missing
Eig09_EA.ed.numeric43 unique values
0 missing
ATS7vnumeric57 unique values
0 missing
Eig09_EA.ri.numeric48 unique values
0 missing
ATS8enumeric55 unique values
0 missing
Eig10_AEA.bo.numeric31 unique values
0 missing
ATS8inumeric55 unique values
0 missing
Eig10_AEA.dm.numeric44 unique values
0 missing
ATS8mnumeric56 unique values
0 missing
Eig10_AEA.ri.numeric45 unique values
0 missing
ATS8pnumeric56 unique values
0 missing
Eig10_EAnumeric41 unique values
0 missing
ATS8snumeric57 unique values
0 missing
Eig10_EA.bo.numeric34 unique values
0 missing
ATS8vnumeric52 unique values
0 missing
Eig10_EA.dm.numeric4 unique values
0 missing
ATSC1enumeric40 unique values
0 missing
Eig10_EA.ed.numeric46 unique values
0 missing
ATSC1inumeric48 unique values
0 missing
Eig10_EA.ri.numeric44 unique values
0 missing
ATSC1mnumeric48 unique values
0 missing
Eig11_AEA.bo.numeric31 unique values
0 missing
ATSC1pnumeric48 unique values
0 missing
Eig11_AEA.dm.numeric33 unique values
0 missing
ATSC1snumeric55 unique values
0 missing
Eig11_AEA.ed.numeric46 unique values
0 missing
ATSC1vnumeric48 unique values
0 missing
Eig11_AEA.ri.numeric34 unique values
0 missing
ATSC2enumeric50 unique values
0 missing
Eig11_EAnumeric37 unique values
0 missing
ATSC2inumeric53 unique values
0 missing
Eig11_EA.bo.numeric33 unique values
0 missing
ATSC2mnumeric53 unique values
0 missing
Eig11_EA.dm.numeric4 unique values
0 missing
ATSC2pnumeric53 unique values
0 missing
Eig11_EA.ed.numeric35 unique values
0 missing
ATSC2snumeric58 unique values
0 missing
Eig11_EA.ri.numeric31 unique values
0 missing
ATSC2vnumeric52 unique values
0 missing
Eig12_AEA.bo.numeric34 unique values
0 missing
ATSC3enumeric57 unique values
0 missing
Eig12_AEA.dm.numeric39 unique values
0 missing
ATSC3inumeric54 unique values
0 missing
Eig12_AEA.ed.numeric37 unique values
0 missing
ATSC3mnumeric57 unique values
0 missing
Eig12_AEA.ri.numeric38 unique values
0 missing
ATSC3pnumeric56 unique values
0 missing
Eig12_EAnumeric37 unique values
0 missing
ATSC3snumeric58 unique values
0 missing
Eig12_EA.bo.numeric32 unique values
0 missing
ATSC3vnumeric56 unique values
0 missing
Eig12_EA.dm.numeric4 unique values
0 missing
ATSC4enumeric54 unique values
0 missing
Eig12_EA.ed.numeric40 unique values
0 missing
ATSC4mnumeric58 unique values
0 missing
Eig12_EA.ri.numeric39 unique values
0 missing
ATSC4snumeric58 unique values
0 missing
Eig13_AEA.bo.numeric33 unique values
0 missing
ATSC4vnumeric57 unique values
0 missing
Eig13_AEA.dm.numeric35 unique values
0 missing
ATSC5enumeric58 unique values
0 missing
Eig13_AEA.ed.numeric32 unique values
0 missing
ATSC5mnumeric58 unique values
0 missing
Eig13_AEA.ri.numeric35 unique values
0 missing
ATSC5snumeric58 unique values
0 missing
Eig13_EAnumeric31 unique values
0 missing
ATSC5vnumeric58 unique values
0 missing
Eig13_EA.bo.numeric35 unique values
0 missing
ATSC6enumeric54 unique values
0 missing
Eig13_EA.dm.numeric3 unique values
0 missing
ATSC6mnumeric58 unique values
0 missing
Eig13_EA.ed.numeric35 unique values
0 missing
ATSC6snumeric58 unique values
0 missing
Eig13_EA.ri.numeric35 unique values
0 missing
ATSC7enumeric51 unique values
0 missing
Eig14_AEA.bo.numeric37 unique values
0 missing
ATSC7inumeric56 unique values
0 missing
Eig14_AEA.dm.numeric33 unique values
0 missing
ATSC7mnumeric58 unique values
0 missing
Eig14_AEA.ed.numeric35 unique values
0 missing
ATSC7pnumeric58 unique values
0 missing
Eig14_AEA.ri.numeric32 unique values
0 missing
ATSC7snumeric58 unique values
0 missing
Eig14_EAnumeric33 unique values
0 missing
ATSC7vnumeric58 unique values
0 missing
Eig14_EA.bo.numeric35 unique values
0 missing
ATSC8enumeric54 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
ATSC8inumeric56 unique values
0 missing
Eig14_EA.ed.numeric41 unique values
0 missing
ATSC8mnumeric58 unique values
0 missing
Eig14_EA.ri.numeric31 unique values
0 missing
ATSC8pnumeric58 unique values
0 missing
Eig15_AEA.bo.numeric31 unique values
0 missing
ATSC8snumeric58 unique values
0 missing
Eig15_AEA.dm.numeric32 unique values
0 missing
ATSC8vnumeric57 unique values
0 missing
Eig15_AEA.ed.numeric40 unique values
0 missing
BACnumeric32 unique values
0 missing
Eig15_AEA.ri.numeric36 unique values
0 missing
BBInumeric23 unique values
0 missing
Eig15_EAnumeric33 unique values
0 missing
BIC0numeric35 unique values
0 missing
Eig15_EA.bo.numeric35 unique values
0 missing
BIC1numeric37 unique values
0 missing
Eig15_EA.ed.numeric37 unique values
0 missing
BIC2numeric43 unique values
0 missing
Eig15_EA.ri.numeric36 unique values
0 missing
BIC3numeric40 unique values
0 missing
Eta_alphanumeric44 unique values
0 missing
BIC4numeric41 unique values
0 missing
Eta_alpha_Anumeric25 unique values
0 missing
BIC5numeric40 unique values
0 missing
Eta_B_Anumeric21 unique values
0 missing
BIDnumeric28 unique values
0 missing
Eta_betanumeric34 unique values
0 missing
BLInumeric47 unique values
0 missing
Eta_beta_Anumeric41 unique values
0 missing
BLTA96numeric48 unique values
0 missing
Eta_betaPnumeric20 unique values
0 missing
BLTD48numeric47 unique values
0 missing
Eta_betaP_Anumeric40 unique values
0 missing
BLTF96numeric46 unique values
0 missing
Eta_betaSnumeric33 unique values
0 missing
C.numeric40 unique values
0 missing
Eta_betaS_Anumeric33 unique values
0 missing
C.001numeric7 unique values
0 missing
Eta_Cnumeric58 unique values
0 missing
C.002numeric10 unique values
0 missing
Eta_C_Anumeric52 unique values
0 missing
C.003numeric2 unique values
0 missing
Eta_epsinumeric48 unique values
0 missing
C.004numeric3 unique values
0 missing
Eta_epsi_Anumeric38 unique values
0 missing
C.005numeric5 unique values
0 missing
Eta_Fnumeric58 unique values
0 missing
C.006numeric12 unique values
0 missing
Eta_F_Anumeric53 unique values
0 missing
C.007numeric2 unique values
0 missing
Eta_FLnumeric47 unique values
0 missing
C.008numeric3 unique values
0 missing
Eta_FL_Anumeric42 unique values
0 missing
C.009numeric2 unique values
0 missing
Eta_Lnumeric56 unique values
0 missing
C.011numeric3 unique values
0 missing
Eta_L_Anumeric42 unique values
0 missing
C.013numeric2 unique values
0 missing
Eta_sh_pnumeric38 unique values
0 missing
C.016numeric2 unique values
0 missing
Eta_sh_xnumeric22 unique values
0 missing
C.017numeric2 unique values
0 missing
Eta_sh_ynumeric43 unique values
0 missing
C.021numeric2 unique values
0 missing
F.083numeric2 unique values
0 missing
C.022numeric3 unique values
0 missing
GATS1enumeric41 unique values
0 missing
C.024numeric12 unique values
0 missing
GATS1inumeric46 unique values
0 missing
C.025numeric6 unique values
0 missing
GATS1mnumeric46 unique values
0 missing
C.026numeric6 unique values
0 missing
GATS1pnumeric45 unique values
0 missing
C.028numeric4 unique values
0 missing
GATS1snumeric46 unique values
0 missing
C.032numeric2 unique values
0 missing
GATS1vnumeric45 unique values
0 missing
C.033numeric3 unique values
0 missing
GATS2enumeric51 unique values
0 missing
C.034numeric2 unique values
0 missing
GATS2inumeric47 unique values
0 missing
C.040numeric4 unique values
0 missing
GATS2mnumeric48 unique values
0 missing
C.041numeric3 unique values
0 missing
GATS2pnumeric46 unique values
0 missing
C.043numeric2 unique values
0 missing
GATS2snumeric45 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS2vnumeric48 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS3enumeric54 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS3inumeric48 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
GATS3mnumeric54 unique values
0 missing
CATS2D_01_APnumeric2 unique values
0 missing
GATS3pnumeric47 unique values
0 missing
CATS2D_01_LLnumeric18 unique values
0 missing
GATS3snumeric54 unique values
0 missing
CATS2D_01_PNnumeric2 unique values
0 missing
GATS3vnumeric46 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
62
Number of instances (rows) of the dataset.
NumberOfFeatures
546
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
545
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
0.96
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
6.88
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
23.27
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.48
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.18
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
-0.39
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
4.89
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
8.81
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
1.75
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.72
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
22.37
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
1.47
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-1.95
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.31
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
62
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.14
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
4638.85
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
8.36
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
99.82
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
6.36
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-1.66
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
7.87
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
2.71
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
7454.25
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.8
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.23
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-CHEMBL2024
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2024
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2024
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2024
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2024
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2024
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2024
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2024
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2024
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2024
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2024
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2024
0 runs - estimation_procedure: 50 times Clustering
Define a new task