Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5689

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5689

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: CHEMBL5689 (TID: 101287), and it has 54 rows and 531 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.

533 features

pXC50 (target)numeric46 unique values
0 missing
molecule_id (row identifier)nominal54 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IDDEnumeric34 unique values
0 missing
X2Anumeric18 unique values
0 missing
cRo5numeric2 unique values
0 missing
IDDMnumeric31 unique values
0 missing
AACnumeric40 unique values
0 missing
CSInumeric38 unique values
0 missing
IDEnumeric36 unique values
0 missing
AECCnumeric38 unique values
0 missing
DBInumeric18 unique values
0 missing
IDETnumeric41 unique values
0 missing
ALOGPnumeric48 unique values
0 missing
D.Dtr05numeric9 unique values
0 missing
IDMnumeric39 unique values
0 missing
ALOGP2numeric49 unique values
0 missing
D.Dtr06numeric41 unique values
0 missing
IDMTnumeric41 unique values
0 missing
AMRnumeric49 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
Infective.80numeric2 unique values
0 missing
AMWnumeric40 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
ARRnumeric27 unique values
0 missing
D.Dtr10numeric17 unique values
0 missing
ISIZnumeric20 unique values
0 missing
ATS1enumeric42 unique values
0 missing
DECCnumeric38 unique values
0 missing
IVDEnumeric28 unique values
0 missing
ATS1inumeric41 unique values
0 missing
DELSnumeric53 unique values
0 missing
IVDMnumeric26 unique values
0 missing
ATS1mnumeric42 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI1numeric28 unique values
0 missing
ATS1pnumeric43 unique values
0 missing
DLS_01numeric3 unique values
0 missing
JGI10numeric9 unique values
0 missing
ATS1snumeric44 unique values
0 missing
DLS_02numeric4 unique values
0 missing
JGI2numeric20 unique values
0 missing
ATS1vnumeric43 unique values
0 missing
DLS_03numeric3 unique values
0 missing
JGI3numeric23 unique values
0 missing
ATS2enumeric42 unique values
0 missing
DLS_04numeric8 unique values
0 missing
JGI4numeric19 unique values
0 missing
ATS2inumeric43 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI5numeric12 unique values
0 missing
ATS2mnumeric44 unique values
0 missing
DLS_06numeric4 unique values
0 missing
JGI6numeric11 unique values
0 missing
ATS2pnumeric46 unique values
0 missing
DLS_07numeric2 unique values
0 missing
JGI7numeric10 unique values
0 missing
ATS2snumeric46 unique values
0 missing
DLS_consnumeric21 unique values
0 missing
JGI8numeric8 unique values
0 missing
ATS2vnumeric45 unique values
0 missing
Dznumeric31 unique values
0 missing
ATS3enumeric47 unique values
0 missing
ECCnumeric36 unique values
0 missing
ATS3inumeric50 unique values
0 missing
Eig01_AEA.bo.numeric28 unique values
0 missing
ATS3mnumeric50 unique values
0 missing
Eig01_AEA.dm.numeric12 unique values
0 missing
ATS3pnumeric46 unique values
0 missing
Eig01_AEA.ed.numeric28 unique values
0 missing
ATS3snumeric50 unique values
0 missing
Eig01_AEA.ri.numeric39 unique values
0 missing
ATS3vnumeric50 unique values
0 missing
Eig01_EAnumeric33 unique values
0 missing
ATS4enumeric49 unique values
0 missing
Eig01_EA.bo.numeric22 unique values
0 missing
ATS4inumeric47 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
ATS4mnumeric48 unique values
0 missing
Eig01_EA.ed.numeric33 unique values
0 missing
ATS4pnumeric49 unique values
0 missing
Eig01_EA.ri.numeric34 unique values
0 missing
ATS4snumeric53 unique values
0 missing
Eig02_AEA.bo.numeric37 unique values
0 missing
ATS4vnumeric52 unique values
0 missing
Eig02_AEA.dm.numeric35 unique values
0 missing
ATS5enumeric50 unique values
0 missing
Eig02_AEA.ed.numeric25 unique values
0 missing
ATS5inumeric52 unique values
0 missing
Eig02_AEA.ri.numeric32 unique values
0 missing
ATS5mnumeric50 unique values
0 missing
Eig02_EAnumeric32 unique values
0 missing
ATS5pnumeric49 unique values
0 missing
Eig02_EA.bo.numeric36 unique values
0 missing
ATS5snumeric52 unique values
0 missing
Eig02_EA.dm.numeric9 unique values
0 missing
ATS5vnumeric52 unique values
0 missing
Eig02_EA.ed.numeric31 unique values
0 missing
ATS6enumeric51 unique values
0 missing
Eig02_EA.ri.numeric31 unique values
0 missing
ATS6inumeric50 unique values
0 missing
Eig03_AEA.bo.numeric36 unique values
0 missing
ATS6mnumeric52 unique values
0 missing
Eig03_AEA.dm.numeric44 unique values
0 missing
ATS6pnumeric49 unique values
0 missing
Eig03_AEA.ed.numeric24 unique values
0 missing
ATS6snumeric51 unique values
0 missing
Eig03_AEA.ri.numeric38 unique values
0 missing
ATS6vnumeric49 unique values
0 missing
Eig03_EAnumeric32 unique values
0 missing
ATS7enumeric53 unique values
0 missing
Eig03_EA.bo.numeric34 unique values
0 missing
ATS7inumeric50 unique values
0 missing
Eig03_EA.dm.numeric9 unique values
0 missing
ATS7mnumeric49 unique values
0 missing
Eig03_EA.ed.numeric27 unique values
0 missing
ATS7pnumeric49 unique values
0 missing
Eig03_EA.ri.numeric38 unique values
0 missing
ATS7snumeric53 unique values
0 missing
Eig04_AEA.bo.numeric39 unique values
0 missing
ATS7vnumeric52 unique values
0 missing
Eig04_AEA.dm.numeric41 unique values
0 missing
ATS8enumeric51 unique values
0 missing
Eig04_AEA.ed.numeric28 unique values
0 missing
ATS8inumeric52 unique values
0 missing
Eig04_AEA.ri.numeric45 unique values
0 missing
ATS8mnumeric49 unique values
0 missing
Eig04_EAnumeric36 unique values
0 missing
ATS8pnumeric52 unique values
0 missing
Eig04_EA.bo.numeric39 unique values
0 missing
ATS8snumeric52 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
ATS8vnumeric52 unique values
0 missing
Eig04_EA.ed.numeric35 unique values
0 missing
ATSC1enumeric34 unique values
0 missing
Eig04_EA.ri.numeric46 unique values
0 missing
ATSC1inumeric43 unique values
0 missing
Eig05_AEA.bo.numeric36 unique values
0 missing
ATSC1mnumeric45 unique values
0 missing
Eig05_AEA.dm.numeric44 unique values
0 missing
ATSC1pnumeric45 unique values
0 missing
Eig05_AEA.ed.numeric38 unique values
0 missing
ATSC1snumeric50 unique values
0 missing
Eig05_AEA.ri.numeric39 unique values
0 missing
ATSC1vnumeric45 unique values
0 missing
Eig05_EAnumeric35 unique values
0 missing
ATSC2enumeric48 unique values
0 missing
Eig05_EA.bo.numeric35 unique values
0 missing
ATSC2inumeric46 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
ATSC2mnumeric48 unique values
0 missing
Eig05_EA.ed.numeric41 unique values
0 missing
ATSC2pnumeric48 unique values
0 missing
Eig05_EA.ri.numeric41 unique values
0 missing
ATSC2snumeric53 unique values
0 missing
Eig06_AEA.bo.numeric37 unique values
0 missing
ATSC2vnumeric47 unique values
0 missing
Eig06_AEA.dm.numeric40 unique values
0 missing
ATSC3enumeric48 unique values
0 missing
Eig06_AEA.ed.numeric35 unique values
0 missing
ATSC3inumeric50 unique values
0 missing
Eig06_AEA.ri.numeric42 unique values
0 missing
ATSC3mnumeric51 unique values
0 missing
Eig06_EAnumeric36 unique values
0 missing
ATSC3pnumeric50 unique values
0 missing
Eig06_EA.bo.numeric34 unique values
0 missing
ATSC3snumeric53 unique values
0 missing
Eig06_EA.ed.numeric35 unique values
0 missing
ATSC3vnumeric51 unique values
0 missing
Eig06_EA.ri.numeric45 unique values
0 missing
ATSC4enumeric50 unique values
0 missing
Eig07_AEA.bo.numeric34 unique values
0 missing
ATSC4inumeric52 unique values
0 missing
Eig07_AEA.dm.numeric38 unique values
0 missing
ATSC4mnumeric53 unique values
0 missing
Eig07_AEA.ed.numeric38 unique values
0 missing
ATSC4pnumeric53 unique values
0 missing
Eig07_AEA.ri.numeric43 unique values
0 missing
ATSC4snumeric53 unique values
0 missing
Eig07_EAnumeric33 unique values
0 missing
ATSC4vnumeric53 unique values
0 missing
Eig07_EA.bo.numeric35 unique values
0 missing
ATSC5enumeric50 unique values
0 missing
Eig07_EA.ed.numeric37 unique values
0 missing
ATSC5inumeric52 unique values
0 missing
Eig07_EA.ri.numeric41 unique values
0 missing
ATSC5mnumeric53 unique values
0 missing
Eig08_AEA.bo.numeric26 unique values
0 missing
ATSC5pnumeric53 unique values
0 missing
Eig08_AEA.dm.numeric35 unique values
0 missing
ATSC5snumeric53 unique values
0 missing
Eig08_AEA.ed.numeric35 unique values
0 missing
ATSC5vnumeric53 unique values
0 missing
Eig08_AEA.ri.numeric34 unique values
0 missing
ATSC6enumeric51 unique values
0 missing
Eig08_EAnumeric30 unique values
0 missing
ATSC6inumeric52 unique values
0 missing
Eig08_EA.bo.numeric27 unique values
0 missing
ATSC6mnumeric53 unique values
0 missing
Eig08_EA.ed.numeric37 unique values
0 missing
ATSC6pnumeric53 unique values
0 missing
Eig08_EA.ri.numeric33 unique values
0 missing
ATSC6snumeric53 unique values
0 missing
Eig09_AEA.bo.numeric31 unique values
0 missing
ATSC6vnumeric52 unique values
0 missing
Eig09_AEA.dm.numeric28 unique values
0 missing
ATSC7enumeric49 unique values
0 missing
Eig09_AEA.ed.numeric36 unique values
0 missing
ATSC7inumeric52 unique values
0 missing
Eig09_AEA.ri.numeric34 unique values
0 missing
ATSC7mnumeric53 unique values
0 missing
Eig09_EAnumeric33 unique values
0 missing
ATSC7pnumeric53 unique values
0 missing
Eig09_EA.bo.numeric35 unique values
0 missing
ATSC7snumeric53 unique values
0 missing
Eig09_EA.ed.numeric36 unique values
0 missing
ATSC7vnumeric53 unique values
0 missing
Eig09_EA.ri.numeric35 unique values
0 missing
ATSC8enumeric50 unique values
0 missing
Eig10_AEA.bo.numeric32 unique values
0 missing
ATSC8inumeric52 unique values
0 missing
Eig10_AEA.dm.numeric33 unique values
0 missing
ATSC8mnumeric53 unique values
0 missing
Eig10_AEA.ed.numeric34 unique values
0 missing
ATSC8pnumeric53 unique values
0 missing
Eig10_AEA.ri.numeric41 unique values
0 missing
ATSC8snumeric53 unique values
0 missing
Eig10_EAnumeric33 unique values
0 missing
ATSC8vnumeric53 unique values
0 missing
Eig10_EA.bo.numeric33 unique values
0 missing
BACnumeric12 unique values
0 missing
Eig10_EA.ed.numeric35 unique values
0 missing
BBInumeric19 unique values
0 missing
Eig10_EA.ri.numeric38 unique values
0 missing
BIC0numeric38 unique values
0 missing
Eig11_AEA.bo.numeric22 unique values
0 missing
BIC1numeric40 unique values
0 missing
Eig11_AEA.dm.numeric36 unique values
0 missing
BIC2numeric37 unique values
0 missing
Eig11_AEA.ed.numeric25 unique values
0 missing
BIC3numeric38 unique values
0 missing
Eig11_AEA.ri.numeric34 unique values
0 missing
BIC4numeric32 unique values
0 missing
Eig11_EAnumeric28 unique values
0 missing
BIC5numeric35 unique values
0 missing
Eig11_EA.bo.numeric23 unique values
0 missing
BIDnumeric18 unique values
0 missing
Eig11_EA.ed.numeric30 unique values
0 missing
BLInumeric43 unique values
0 missing
Eig11_EA.ri.numeric38 unique values
0 missing
BLTA96numeric41 unique values
0 missing
Eig12_AEA.bo.numeric20 unique values
0 missing
BLTD48numeric40 unique values
0 missing
Eig12_AEA.dm.numeric34 unique values
0 missing
BLTF96numeric40 unique values
0 missing
Eig12_AEA.ed.numeric25 unique values
0 missing
C.numeric31 unique values
0 missing
Eig12_AEA.ri.numeric26 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig12_EAnumeric23 unique values
0 missing
C.002numeric8 unique values
0 missing
Eig12_EA.bo.numeric23 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig12_EA.ed.numeric26 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig12_EA.ri.numeric22 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig13_AEA.bo.numeric25 unique values
0 missing
C.006numeric4 unique values
0 missing
Eig13_AEA.dm.numeric21 unique values
0 missing
C.008numeric2 unique values
0 missing
Eig13_AEA.ed.numeric21 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig13_AEA.ri.numeric23 unique values
0 missing
C.013numeric3 unique values
0 missing
Eig13_EAnumeric14 unique values
0 missing
C.024numeric9 unique values
0 missing
Eig13_EA.bo.numeric25 unique values
0 missing
C.025numeric5 unique values
0 missing
Eig13_EA.ed.numeric19 unique values
0 missing
C.026numeric4 unique values
0 missing
Eig13_EA.ri.numeric26 unique values
0 missing
C.027numeric4 unique values
0 missing
Eig14_AEA.bo.numeric33 unique values
0 missing
C.028numeric3 unique values
0 missing
Eig14_AEA.dm.numeric27 unique values
0 missing
C.029numeric2 unique values
0 missing
Eig14_AEA.ed.numeric21 unique values
0 missing
C.030numeric2 unique values
0 missing
Eig14_AEA.ri.numeric31 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig14_EAnumeric21 unique values
0 missing
C.032numeric4 unique values
0 missing
Eig14_EA.bo.numeric32 unique values
0 missing
C.033numeric3 unique values
0 missing
Eig14_EA.ed.numeric23 unique values
0 missing
C.034numeric3 unique values
0 missing
Eig14_EA.ri.numeric34 unique values
0 missing
C.040numeric2 unique values
0 missing
Eig15_AEA.bo.numeric39 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eig15_AEA.dm.numeric38 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eig15_AEA.ed.numeric37 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eig15_AEA.ri.numeric43 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eig15_EAnumeric30 unique values
0 missing
CATS2D_01_LLnumeric14 unique values
0 missing
Eig15_EA.bo.numeric36 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig15_EA.ed.numeric34 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
Eig15_EA.ri.numeric42 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
Eta_alphanumeric37 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eta_alpha_Anumeric23 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
Eta_Bnumeric26 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
Eta_B_Anumeric14 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
Eta_betanumeric33 unique values
0 missing
CATS2D_02_LLnumeric19 unique values
0 missing
Eta_beta_Anumeric41 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
Eta_betaPnumeric14 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eta_betaP_Anumeric31 unique values
0 missing
CATS2D_02_PNnumeric2 unique values
0 missing
Eta_betaSnumeric23 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
Eta_betaS_Anumeric24 unique values
0 missing
CATS2D_03_ALnumeric9 unique values
0 missing
Eta_Cnumeric53 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
Eta_C_Anumeric45 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
Eta_epsinumeric41 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
Eta_epsi_Anumeric37 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
Eta_Fnumeric53 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
Eta_F_Anumeric49 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
Eta_FLnumeric49 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
Eta_FL_Anumeric34 unique values
0 missing
CATS2D_03_LLnumeric16 unique values
0 missing
Eta_Lnumeric49 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
Eta_L_Anumeric31 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
Eta_sh_pnumeric33 unique values
0 missing
CATS2D_03_PNnumeric2 unique values
0 missing
Eta_sh_xnumeric8 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
Eta_sh_ynumeric36 unique values
0 missing
CATS2D_04_ALnumeric11 unique values
0 missing
F.083numeric3 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
F.084numeric2 unique values
0 missing
CATS2D_04_APnumeric3 unique values
0 missing
GATS1enumeric41 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
GATS1inumeric43 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
GATS1mnumeric39 unique values
0 missing
CATS2D_04_DLnumeric8 unique values
0 missing
GATS1pnumeric40 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
GATS1snumeric39 unique values
0 missing
CATS2D_04_LLnumeric15 unique values
0 missing
GATS1vnumeric38 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
GATS2enumeric46 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
GATS2inumeric45 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS2mnumeric47 unique values
0 missing
CATS2D_05_ALnumeric10 unique values
0 missing
GATS2pnumeric43 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS2snumeric51 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS2vnumeric43 unique values
0 missing
CATS2D_05_DLnumeric8 unique values
0 missing
GATS3enumeric49 unique values
0 missing
CATS2D_05_LLnumeric16 unique values
0 missing
GATS3inumeric47 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
GATS3mnumeric44 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
GATS3pnumeric50 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GATS3snumeric47 unique values
0 missing
CATS2D_06_ALnumeric13 unique values
0 missing
GATS3vnumeric46 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
GATS4enumeric48 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS4inumeric48 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GATS4mnumeric48 unique values
0 missing
CATS2D_06_DLnumeric8 unique values
0 missing
GATS4pnumeric49 unique values
0 missing
CATS2D_06_LLnumeric12 unique values
0 missing
GATS4snumeric51 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GATS4vnumeric46 unique values
0 missing
CATS2D_06_PLnumeric6 unique values
0 missing
GATS5enumeric50 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
GATS5inumeric47 unique values
0 missing
CATS2D_07_ALnumeric11 unique values
0 missing
GATS5mnumeric45 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS5pnumeric41 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS5snumeric48 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GATS5vnumeric47 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
GATS6enumeric52 unique values
0 missing
CATS2D_07_LLnumeric13 unique values
0 missing
GATS6inumeric48 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
GATS6mnumeric50 unique values
0 missing
CATS2D_07_PLnumeric6 unique values
0 missing
GATS6pnumeric46 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GATS6snumeric49 unique values
0 missing
CATS2D_08_ALnumeric12 unique values
0 missing
GATS6vnumeric45 unique values
0 missing
CATS2D_08_ANnumeric3 unique values
0 missing
GATS7enumeric49 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
GATS7inumeric48 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
GATS7mnumeric47 unique values
0 missing
CATS2D_08_DLnumeric6 unique values
0 missing
GATS7pnumeric47 unique values
0 missing
CATS2D_08_LLnumeric15 unique values
0 missing
GATS7snumeric50 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
GATS7vnumeric48 unique values
0 missing
CATS2D_08_PLnumeric6 unique values
0 missing
GATS8enumeric50 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
GATS8inumeric48 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
GATS8mnumeric48 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
GATS8pnumeric48 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
GATS8snumeric49 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
GATS8vnumeric45 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GGI1numeric11 unique values
0 missing
CATS2D_09_DLnumeric6 unique values
0 missing
GGI10numeric27 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
GGI2numeric12 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
GGI3numeric26 unique values
0 missing
CATS2D_09_LLnumeric16 unique values
0 missing
GGI4numeric35 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
GGI5numeric34 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
GGI6numeric38 unique values
0 missing
CATS2D_09_PNnumeric2 unique values
0 missing
GGI7numeric37 unique values
0 missing
CATS2D_09_PPnumeric2 unique values
0 missing
GGI8numeric37 unique values
0 missing
CENTnumeric41 unique values
0 missing
GGI9numeric36 unique values
0 missing
Chi0_AEA.bo.numeric35 unique values
0 missing
GMTInumeric40 unique values
0 missing
Chi0_AEA.dm.numeric35 unique values
0 missing
GMTIVnumeric52 unique values
0 missing
Chi0_AEA.ed.numeric35 unique values
0 missing
GNarnumeric26 unique values
0 missing
Chi0_AEA.ri.numeric35 unique values
0 missing
H.numeric35 unique values
0 missing
Chi0_EAnumeric35 unique values
0 missing
H.046numeric8 unique values
0 missing
Chi0_EA.bo.numeric40 unique values
0 missing
H.047numeric12 unique values
0 missing
Chi0_EA.dm.numeric31 unique values
0 missing
H.048numeric3 unique values
0 missing
Chi0_EA.ed.numeric41 unique values
0 missing
H.049numeric4 unique values
0 missing
Chi0_EA.ri.numeric48 unique values
0 missing
H.050numeric3 unique values
0 missing
Chi1_AEA.bo.numeric39 unique values
0 missing
H.051numeric2 unique values
0 missing
Chi1_AEA.dm.numeric39 unique values
0 missing
H.052numeric7 unique values
0 missing
Chi1_AEA.ed.numeric39 unique values
0 missing
HDcpxnumeric30 unique values
0 missing
Chi1_AEA.ri.numeric39 unique values
0 missing
HNarnumeric26 unique values
0 missing
Chi1_EAnumeric39 unique values
0 missing
HVcpxnumeric39 unique values
0 missing
Chi1_EA.bo.numeric43 unique values
0 missing
Hynumeric38 unique values
0 missing
Chi1_EA.dm.numeric32 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Chi1_EA.ed.numeric40 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi1_EA.ri.numeric49 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
CIC0numeric41 unique values
0 missing
IACnumeric42 unique values
0 missing
CIC1numeric45 unique values
0 missing
IC0numeric40 unique values
0 missing
CIC2numeric47 unique values
0 missing
IC1numeric43 unique values
0 missing
CIC3numeric45 unique values
0 missing
IC2numeric48 unique values
0 missing
CIC4numeric42 unique values
0 missing
IC3numeric43 unique values
0 missing
CIC5numeric41 unique values
0 missing
IC4numeric42 unique values
0 missing
CIDnumeric32 unique values
0 missing
IC5numeric41 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ICRnumeric33 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
54
Number of instances (rows) of the dataset.
NumberOfFeatures
533
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
532
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
9.87
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.83
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
0.3
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.11
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
53.32
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
-0.06
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.07
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.25
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
54
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.75
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
47853.87
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
2.32
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
99.81
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.07
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-7.35
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.19
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
7.35
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.92
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
14707.55
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.03
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.89
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
0.84
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
3.95
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
198.04
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.67
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.07
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.13
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-CHEMBL5689
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5689
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5689
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5689
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5689
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5689
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5689
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5689
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5689
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5689
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5689
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5689
0 runs - estimation_procedure: 50 times Clustering
Define a new task