Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293258

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293258

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL1293258 (TID: 103691), and it has 63 rows and 513 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.

515 features

pXC50 (target)numeric49 unique values
0 missing
molecule_id (row identifier)nominal63 unique values
0 missing
CIC0numeric54 unique values
0 missing
H.046numeric9 unique values
0 missing
Chi0_EA.ri.numeric62 unique values
0 missing
CIC1numeric56 unique values
0 missing
H.047numeric23 unique values
0 missing
AACnumeric53 unique values
0 missing
CIC2numeric59 unique values
0 missing
AECCnumeric54 unique values
0 missing
CIC3numeric59 unique values
0 missing
ALOGPnumeric56 unique values
0 missing
CIC4numeric56 unique values
0 missing
ALOGP2numeric56 unique values
0 missing
CIC5numeric54 unique values
0 missing
AMRnumeric56 unique values
0 missing
CIDnumeric48 unique values
0 missing
AMWnumeric55 unique values
0 missing
Cl.089numeric3 unique values
0 missing
ARRnumeric32 unique values
0 missing
Cl.090numeric2 unique values
0 missing
ATS1enumeric54 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ATS1inumeric50 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATS1mnumeric56 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATS1pnumeric52 unique values
0 missing
CSInumeric54 unique values
0 missing
ATS1snumeric56 unique values
0 missing
DBInumeric26 unique values
0 missing
ATS1vnumeric54 unique values
0 missing
D.Dtr05numeric40 unique values
0 missing
ATS2enumeric55 unique values
0 missing
D.Dtr06numeric58 unique values
0 missing
ATS2inumeric56 unique values
0 missing
D.Dtr07numeric4 unique values
0 missing
ATS2mnumeric54 unique values
0 missing
D.Dtr08numeric3 unique values
0 missing
ATS2pnumeric55 unique values
0 missing
D.Dtr09numeric33 unique values
0 missing
ATS2snumeric61 unique values
0 missing
D.Dtr10numeric19 unique values
0 missing
ATS2vnumeric55 unique values
0 missing
D.Dtr12numeric3 unique values
0 missing
ATS3enumeric59 unique values
0 missing
DECCnumeric54 unique values
0 missing
ATS3inumeric54 unique values
0 missing
DELSnumeric63 unique values
0 missing
ATS3mnumeric60 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ATS3pnumeric60 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS3snumeric61 unique values
0 missing
DLS_01numeric3 unique values
0 missing
ATS3vnumeric60 unique values
0 missing
DLS_02numeric4 unique values
0 missing
ATS4enumeric62 unique values
0 missing
DLS_03numeric3 unique values
0 missing
ATS4inumeric60 unique values
0 missing
DLS_04numeric7 unique values
0 missing
ATS4mnumeric63 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS4pnumeric60 unique values
0 missing
DLS_06numeric4 unique values
0 missing
ATS4snumeric62 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS4vnumeric62 unique values
0 missing
DLS_consnumeric18 unique values
0 missing
ATS5enumeric61 unique values
0 missing
Dznumeric45 unique values
0 missing
ATS5inumeric62 unique values
0 missing
ECCnumeric52 unique values
0 missing
ATS5mnumeric62 unique values
0 missing
Eig01_AEA.bo.numeric52 unique values
0 missing
ATS5pnumeric62 unique values
0 missing
Eig01_AEA.dm.numeric53 unique values
0 missing
ATS5snumeric63 unique values
0 missing
Eig01_AEA.ed.numeric49 unique values
0 missing
ATS5vnumeric62 unique values
0 missing
Eig01_AEA.ri.numeric55 unique values
0 missing
ATS6enumeric63 unique values
0 missing
Eig01_EAnumeric51 unique values
0 missing
ATS6inumeric62 unique values
0 missing
Eig01_EA.bo.numeric52 unique values
0 missing
ATS6mnumeric63 unique values
0 missing
Eig01_EA.dm.numeric25 unique values
0 missing
ATS6pnumeric61 unique values
0 missing
Eig01_EA.ed.numeric52 unique values
0 missing
ATS6snumeric62 unique values
0 missing
Eig01_EA.ri.numeric56 unique values
0 missing
ATS6vnumeric61 unique values
0 missing
Eig02_AEA.bo.numeric55 unique values
0 missing
ATS7enumeric63 unique values
0 missing
Eig02_AEA.dm.numeric54 unique values
0 missing
ATS7inumeric62 unique values
0 missing
Eig02_AEA.ed.numeric51 unique values
0 missing
ATS7mnumeric61 unique values
0 missing
Eig02_AEA.ri.numeric53 unique values
0 missing
ATS7pnumeric62 unique values
0 missing
Eig02_EAnumeric53 unique values
0 missing
ATS7snumeric62 unique values
0 missing
Eig02_EA.bo.numeric54 unique values
0 missing
ATS7vnumeric63 unique values
0 missing
Eig02_EA.dm.numeric25 unique values
0 missing
ATS8enumeric60 unique values
0 missing
Eig02_EA.ed.numeric54 unique values
0 missing
ATS8inumeric63 unique values
0 missing
Eig02_EA.ri.numeric56 unique values
0 missing
ATS8mnumeric63 unique values
0 missing
Eig03_AEA.bo.numeric57 unique values
0 missing
ATS8pnumeric63 unique values
0 missing
Eig03_AEA.dm.numeric59 unique values
0 missing
ATS8snumeric63 unique values
0 missing
Eig03_AEA.ed.numeric56 unique values
0 missing
ATS8vnumeric63 unique values
0 missing
Eig03_AEA.ri.numeric62 unique values
0 missing
ATSC1enumeric53 unique values
0 missing
Eig03_EAnumeric54 unique values
0 missing
ATSC1inumeric53 unique values
0 missing
Eig03_EA.bo.numeric54 unique values
0 missing
ATSC1mnumeric56 unique values
0 missing
Eig03_EA.dm.numeric17 unique values
0 missing
ATSC1pnumeric56 unique values
0 missing
Eig03_EA.ed.numeric57 unique values
0 missing
ATSC1snumeric60 unique values
0 missing
Eig03_EA.ri.numeric57 unique values
0 missing
ATSC1vnumeric56 unique values
0 missing
Eig04_AEA.bo.numeric54 unique values
0 missing
ATSC2enumeric53 unique values
0 missing
Eig04_AEA.dm.numeric47 unique values
0 missing
ATSC2inumeric54 unique values
0 missing
Eig04_AEA.ed.numeric57 unique values
0 missing
ATSC2mnumeric56 unique values
0 missing
Eig04_AEA.ri.numeric55 unique values
0 missing
ATSC2pnumeric56 unique values
0 missing
Eig04_EAnumeric46 unique values
0 missing
ATSC2snumeric63 unique values
0 missing
Eig04_EA.bo.numeric55 unique values
0 missing
ATSC2vnumeric56 unique values
0 missing
Eig04_EA.dm.numeric15 unique values
0 missing
ATSC3enumeric60 unique values
0 missing
Eig04_EA.ed.numeric57 unique values
0 missing
ATSC3inumeric57 unique values
0 missing
Eig04_EA.ri.numeric55 unique values
0 missing
ATSC3mnumeric63 unique values
0 missing
Eig05_AEA.bo.numeric56 unique values
0 missing
ATSC3pnumeric63 unique values
0 missing
Eig05_AEA.dm.numeric58 unique values
0 missing
ATSC3snumeric63 unique values
0 missing
Eig05_AEA.ed.numeric57 unique values
0 missing
ATSC3vnumeric62 unique values
0 missing
Eig05_AEA.ri.numeric61 unique values
0 missing
ATSC4enumeric60 unique values
0 missing
Eig05_EAnumeric55 unique values
0 missing
ATSC4inumeric63 unique values
0 missing
Eig05_EA.bo.numeric54 unique values
0 missing
ATSC4mnumeric63 unique values
0 missing
Eig05_EA.dm.numeric13 unique values
0 missing
ATSC4pnumeric63 unique values
0 missing
Eig05_EA.ed.numeric56 unique values
0 missing
ATSC4snumeric63 unique values
0 missing
Eig05_EA.ri.numeric61 unique values
0 missing
ATSC4vnumeric63 unique values
0 missing
Eig06_AEA.bo.numeric51 unique values
0 missing
ATSC5enumeric63 unique values
0 missing
Eig06_AEA.dm.numeric60 unique values
0 missing
ATSC5inumeric62 unique values
0 missing
Eig06_AEA.ed.numeric53 unique values
0 missing
ATSC5mnumeric63 unique values
0 missing
Eig06_AEA.ri.numeric53 unique values
0 missing
ATSC5pnumeric63 unique values
0 missing
Eig06_EAnumeric54 unique values
0 missing
ATSC5snumeric63 unique values
0 missing
Eig06_EA.bo.numeric50 unique values
0 missing
ATSC5vnumeric63 unique values
0 missing
Eig06_EA.dm.numeric10 unique values
0 missing
ATSC6enumeric63 unique values
0 missing
Eig06_EA.ed.numeric56 unique values
0 missing
ATSC6inumeric61 unique values
0 missing
Eig06_EA.ri.numeric59 unique values
0 missing
ATSC6mnumeric63 unique values
0 missing
Eig07_AEA.bo.numeric53 unique values
0 missing
ATSC6pnumeric63 unique values
0 missing
Eig07_AEA.dm.numeric60 unique values
0 missing
ATSC6snumeric63 unique values
0 missing
Eig07_AEA.ed.numeric58 unique values
0 missing
ATSC6vnumeric63 unique values
0 missing
Eig07_AEA.ri.numeric56 unique values
0 missing
ATSC7enumeric61 unique values
0 missing
Eig07_EAnumeric52 unique values
0 missing
ATSC7inumeric61 unique values
0 missing
Eig07_EA.bo.numeric53 unique values
0 missing
ATSC7mnumeric63 unique values
0 missing
Eig07_EA.dm.numeric3 unique values
0 missing
ATSC7pnumeric63 unique values
0 missing
Eig07_EA.ed.numeric58 unique values
0 missing
ATSC7snumeric63 unique values
0 missing
Eig07_EA.ri.numeric56 unique values
0 missing
ATSC7vnumeric63 unique values
0 missing
Eig08_AEA.bo.numeric51 unique values
0 missing
ATSC8enumeric59 unique values
0 missing
Eig08_AEA.dm.numeric57 unique values
0 missing
ATSC8inumeric62 unique values
0 missing
Eig08_AEA.ed.numeric51 unique values
0 missing
ATSC8mnumeric63 unique values
0 missing
Eig08_AEA.ri.numeric58 unique values
0 missing
ATSC8pnumeric63 unique values
0 missing
Eig08_EAnumeric50 unique values
0 missing
ATSC8snumeric63 unique values
0 missing
Eig08_EA.bo.numeric52 unique values
0 missing
ATSC8vnumeric63 unique values
0 missing
Eig08_EA.dm.numeric3 unique values
0 missing
BACnumeric24 unique values
0 missing
Eig08_EA.ed.numeric54 unique values
0 missing
BBInumeric30 unique values
0 missing
Eig08_EA.ri.numeric60 unique values
0 missing
BIC0numeric48 unique values
0 missing
Eig09_AEA.bo.numeric44 unique values
0 missing
BIC1numeric50 unique values
0 missing
Eig09_AEA.dm.numeric59 unique values
0 missing
BIC2numeric55 unique values
0 missing
Eig09_AEA.ed.numeric51 unique values
0 missing
BIC3numeric54 unique values
0 missing
Eig09_AEA.ri.numeric45 unique values
0 missing
BIC4numeric47 unique values
0 missing
Eig09_EAnumeric43 unique values
0 missing
BIC5numeric51 unique values
0 missing
Eig09_EA.bo.numeric42 unique values
0 missing
BIDnumeric44 unique values
0 missing
Eig09_EA.dm.numeric3 unique values
0 missing
BLInumeric55 unique values
0 missing
Eig09_EA.ed.numeric51 unique values
0 missing
BLTA96numeric51 unique values
0 missing
Eig09_EA.ri.numeric40 unique values
0 missing
BLTD48numeric49 unique values
0 missing
Eig10_AEA.bo.numeric56 unique values
0 missing
BLTF96numeric51 unique values
0 missing
Eig10_AEA.dm.numeric57 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig10_AEA.ed.numeric43 unique values
0 missing
C.numeric47 unique values
0 missing
Eig10_AEA.ri.numeric48 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig10_EAnumeric43 unique values
0 missing
C.002numeric6 unique values
0 missing
Eig10_EA.bo.numeric52 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig10_EA.dm.numeric3 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig10_EA.ed.numeric55 unique values
0 missing
C.005numeric4 unique values
0 missing
Eig10_EA.ri.numeric47 unique values
0 missing
C.006numeric6 unique values
0 missing
Eig11_AEA.bo.numeric44 unique values
0 missing
C.007numeric4 unique values
0 missing
Eig11_AEA.dm.numeric50 unique values
0 missing
C.008numeric4 unique values
0 missing
Eig11_AEA.ed.numeric48 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig11_AEA.ri.numeric54 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig11_EAnumeric44 unique values
0 missing
C.016numeric4 unique values
0 missing
Eig11_EA.bo.numeric48 unique values
0 missing
C.017numeric4 unique values
0 missing
Eig11_EA.dm.numeric3 unique values
0 missing
C.018numeric2 unique values
0 missing
Eig11_EA.ed.numeric41 unique values
0 missing
C.019numeric3 unique values
0 missing
Eig11_EA.ri.numeric56 unique values
0 missing
C.020numeric2 unique values
0 missing
Eig12_AEA.bo.numeric53 unique values
0 missing
C.024numeric13 unique values
0 missing
Eig12_AEA.dm.numeric51 unique values
0 missing
C.025numeric6 unique values
0 missing
Eig12_AEA.ed.numeric43 unique values
0 missing
C.026numeric9 unique values
0 missing
Eig12_AEA.ri.numeric59 unique values
0 missing
C.027numeric2 unique values
0 missing
Eig12_EAnumeric53 unique values
0 missing
C.028numeric3 unique values
0 missing
Eig12_EA.bo.numeric56 unique values
0 missing
C.029numeric3 unique values
0 missing
Eig12_EA.dm.numeric4 unique values
0 missing
C.030numeric2 unique values
0 missing
Eig12_EA.ed.numeric54 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig12_EA.ri.numeric58 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig13_AEA.bo.numeric54 unique values
0 missing
C.033numeric3 unique values
0 missing
Eig13_AEA.dm.numeric61 unique values
0 missing
C.034numeric5 unique values
0 missing
Eig13_AEA.ed.numeric53 unique values
0 missing
C.037numeric2 unique values
0 missing
Eig13_AEA.ri.numeric57 unique values
0 missing
C.038numeric2 unique values
0 missing
Eig13_EAnumeric54 unique values
0 missing
C.039numeric3 unique values
0 missing
Eig13_EA.bo.numeric56 unique values
0 missing
C.040numeric4 unique values
0 missing
Eig13_EA.dm.numeric4 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig13_EA.ed.numeric58 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig13_EA.ri.numeric57 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig14_AEA.bo.numeric56 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eig14_AEA.dm.numeric56 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eig14_AEA.ed.numeric53 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eig14_AEA.ri.numeric60 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
Eig14_EAnumeric54 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
Eig14_EA.bo.numeric55 unique values
0 missing
CATS2D_01_APnumeric2 unique values
0 missing
Eig14_EA.dm.numeric5 unique values
0 missing
CATS2D_01_DAnumeric3 unique values
0 missing
Eig14_EA.ed.numeric56 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig14_EA.ri.numeric61 unique values
0 missing
CATS2D_01_LLnumeric15 unique values
0 missing
Eig15_AEA.bo.numeric53 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig15_AEA.dm.numeric61 unique values
0 missing
CATS2D_02_AAnumeric7 unique values
0 missing
Eig15_AEA.ed.numeric49 unique values
0 missing
CATS2D_02_ALnumeric12 unique values
0 missing
Eig15_AEA.ri.numeric59 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eig15_EAnumeric53 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
Eig15_EA.bo.numeric55 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eig15_EA.dm.numeric5 unique values
0 missing
CATS2D_02_DLnumeric7 unique values
0 missing
Eig15_EA.ed.numeric55 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
Eig15_EA.ri.numeric56 unique values
0 missing
CATS2D_02_LLnumeric19 unique values
0 missing
Eta_alphanumeric50 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
Eta_alpha_Anumeric34 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eta_Bnumeric48 unique values
0 missing
CATS2D_03_AAnumeric6 unique values
0 missing
Eta_B_Anumeric23 unique values
0 missing
CATS2D_03_ALnumeric15 unique values
0 missing
Eta_betanumeric47 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
Eta_beta_Anumeric48 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
Eta_betaPnumeric26 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
Eta_betaP_Anumeric44 unique values
0 missing
CATS2D_03_DLnumeric10 unique values
0 missing
Eta_betaSnumeric36 unique values
0 missing
CATS2D_03_LLnumeric20 unique values
0 missing
Eta_betaS_Anumeric41 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
Eta_Cnumeric63 unique values
0 missing
CATS2D_03_PLnumeric4 unique values
0 missing
Eta_C_Anumeric59 unique values
0 missing
CATS2D_04_AAnumeric6 unique values
0 missing
Eta_epsinumeric54 unique values
0 missing
CATS2D_04_ALnumeric14 unique values
0 missing
Eta_epsi_Anumeric49 unique values
0 missing
CATS2D_04_APnumeric3 unique values
0 missing
Eta_Fnumeric63 unique values
0 missing
CATS2D_04_DAnumeric7 unique values
0 missing
Eta_F_Anumeric59 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
Eta_FLnumeric61 unique values
0 missing
CATS2D_04_DLnumeric9 unique values
0 missing
Eta_FL_Anumeric44 unique values
0 missing
CATS2D_04_LLnumeric18 unique values
0 missing
Eta_Lnumeric63 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
Eta_L_Anumeric41 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
Eta_sh_pnumeric49 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
Eta_sh_xnumeric7 unique values
0 missing
CATS2D_05_ALnumeric13 unique values
0 missing
Eta_sh_ynumeric45 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
F.084numeric2 unique values
0 missing
CATS2D_05_DAnumeric6 unique values
0 missing
GATS1enumeric51 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
GATS1inumeric54 unique values
0 missing
CATS2D_05_DLnumeric8 unique values
0 missing
GATS1mnumeric52 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS1pnumeric55 unique values
0 missing
CATS2D_05_LLnumeric18 unique values
0 missing
GATS1snumeric56 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
GATS1vnumeric55 unique values
0 missing
CATS2D_05_PLnumeric5 unique values
0 missing
GATS2enumeric56 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
GATS2inumeric55 unique values
0 missing
CATS2D_06_ALnumeric15 unique values
0 missing
GATS2mnumeric53 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
GATS2pnumeric55 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS2snumeric62 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
GATS2vnumeric51 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
GATS3enumeric63 unique values
0 missing
CATS2D_06_DLnumeric11 unique values
0 missing
GATS3inumeric56 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
GATS3mnumeric60 unique values
0 missing
CATS2D_06_LLnumeric15 unique values
0 missing
GATS3pnumeric57 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
GATS3snumeric56 unique values
0 missing
CATS2D_06_PLnumeric4 unique values
0 missing
GATS3vnumeric55 unique values
0 missing
CATS2D_07_AAnumeric5 unique values
0 missing
GATS4enumeric61 unique values
0 missing
CATS2D_07_ALnumeric15 unique values
0 missing
GATS4inumeric59 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS4mnumeric60 unique values
0 missing
CATS2D_07_DAnumeric6 unique values
0 missing
GATS4pnumeric60 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
GATS4snumeric61 unique values
0 missing
CATS2D_07_DLnumeric11 unique values
0 missing
GATS4vnumeric56 unique values
0 missing
CATS2D_07_DNnumeric3 unique values
0 missing
GATS5enumeric60 unique values
0 missing
CATS2D_07_LLnumeric14 unique values
0 missing
GATS5inumeric52 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
GATS5mnumeric59 unique values
0 missing
CATS2D_08_AAnumeric7 unique values
0 missing
GATS5pnumeric59 unique values
0 missing
CATS2D_08_ALnumeric11 unique values
0 missing
GATS5snumeric62 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
GATS5vnumeric55 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GATS6enumeric61 unique values
0 missing
CATS2D_08_DAnumeric5 unique values
0 missing
GATS6inumeric57 unique values
0 missing
CATS2D_08_DDnumeric4 unique values
0 missing
GATS6mnumeric59 unique values
0 missing
CATS2D_08_DLnumeric9 unique values
0 missing
GATS6pnumeric60 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
GATS6snumeric59 unique values
0 missing
CATS2D_08_LLnumeric12 unique values
0 missing
GATS6vnumeric58 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
GATS7enumeric60 unique values
0 missing
CATS2D_09_AAnumeric8 unique values
0 missing
GATS7inumeric58 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
GATS7mnumeric58 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
GATS7pnumeric61 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
GATS7snumeric63 unique values
0 missing
CATS2D_09_DLnumeric9 unique values
0 missing
GATS7vnumeric58 unique values
0 missing
CATS2D_09_LLnumeric13 unique values
0 missing
GATS8enumeric61 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
GATS8inumeric60 unique values
0 missing
CENTnumeric58 unique values
0 missing
GATS8mnumeric61 unique values
0 missing
Chi0_AEA.bo.numeric54 unique values
0 missing
GATS8pnumeric59 unique values
0 missing
Chi0_AEA.dm.numeric54 unique values
0 missing
GATS8snumeric61 unique values
0 missing
Chi0_AEA.ed.numeric54 unique values
0 missing
GATS8vnumeric60 unique values
0 missing
Chi0_AEA.ri.numeric54 unique values
0 missing
GGI1numeric12 unique values
0 missing
Chi0_EAnumeric54 unique values
0 missing
GGI10numeric27 unique values
0 missing
Chi0_EA.bo.numeric56 unique values
0 missing
GGI2numeric19 unique values
0 missing
Chi0_EA.dm.numeric61 unique values
0 missing
GGI3numeric47 unique values
0 missing
Chi0_EA.ed.numeric58 unique values
0 missing
GGI4numeric58 unique values
0 missing
Chi1_AEA.bo.numeric57 unique values
0 missing
GGI5numeric56 unique values
0 missing
Chi1_AEA.dm.numeric57 unique values
0 missing
GGI6numeric51 unique values
0 missing
Chi1_AEA.ed.numeric57 unique values
0 missing
GGI7numeric51 unique values
0 missing
Chi1_AEA.ri.numeric57 unique values
0 missing
GGI8numeric51 unique values
0 missing
Chi1_EAnumeric57 unique values
0 missing
GGI9numeric42 unique values
0 missing
Chi1_EA.bo.numeric58 unique values
0 missing
GMTInumeric57 unique values
0 missing
Chi1_EA.dm.numeric61 unique values
0 missing
GMTIVnumeric63 unique values
0 missing
Chi1_EA.ed.numeric58 unique values
0 missing
GNarnumeric44 unique values
0 missing
Chi1_EA.ri.numeric63 unique values
0 missing
H.numeric47 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
63
Number of instances (rows) of the dataset.
NumberOfFeatures
515
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
514
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
63
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.09
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3KurtosisOfNumericAtts
4.88
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
23702.89
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.
Quartile3MeansOfNumericAtts
4.37
Third quartile of means 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.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-6.07
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.19
Percentage of nominal attributes.
Quartile3SkewnessOfNumericAtts
1.66
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
7.94
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.
Quartile3StdDevOfNumericAtts
1.37
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
20956.48
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.61
First quartile of kurtosis among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.48
First quartile of means among attributes of the numeric type.
MeanKurtosisOfNumericAtts
7.01
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
70.52
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.62
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.31
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.26
First quartile of standard deviation of attributes of the numeric type.
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
8.17
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
1.66
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
0.96
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.27
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
60.17
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
0.53
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.56
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.06
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293258
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293258
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293258
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293258
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293258
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293258
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293258
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293258
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293258
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293258
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293258
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293258
0 runs - estimation_procedure: 50 times Clustering
Define a new task