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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4246

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4246

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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: CHEMBL4246 (TID: 100418), and it has 85 rows and 455 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.

457 features

pXC50 (target)numeric16 unique values
0 missing
molecule_id (row identifier)nominal85 unique values
0 missing
AACnumeric79 unique values
0 missing
AECCnumeric85 unique values
0 missing
ALOGPnumeric85 unique values
0 missing
ALOGP2numeric85 unique values
0 missing
AMRnumeric85 unique values
0 missing
AMWnumeric81 unique values
0 missing
ARRnumeric66 unique values
0 missing
ATS1enumeric79 unique values
0 missing
ATS1inumeric79 unique values
0 missing
ATS1mnumeric80 unique values
0 missing
ATS1pnumeric79 unique values
0 missing
ATS1snumeric80 unique values
0 missing
ATS1vnumeric79 unique values
0 missing
ATS2enumeric78 unique values
0 missing
ATS2inumeric82 unique values
0 missing
ATS2mnumeric82 unique values
0 missing
ATS2pnumeric81 unique values
0 missing
ATS2snumeric84 unique values
0 missing
ATS2vnumeric82 unique values
0 missing
ATS3enumeric84 unique values
0 missing
ATS3inumeric80 unique values
0 missing
ATS3mnumeric81 unique values
0 missing
ATS3pnumeric82 unique values
0 missing
ATS3snumeric79 unique values
0 missing
ATS3vnumeric82 unique values
0 missing
ATS4enumeric82 unique values
0 missing
ATS4inumeric85 unique values
0 missing
ATS4mnumeric80 unique values
0 missing
ATS4pnumeric80 unique values
0 missing
ATS4snumeric84 unique values
0 missing
ATS4vnumeric83 unique values
0 missing
ATS5enumeric83 unique values
0 missing
ATS5inumeric83 unique values
0 missing
ATS5mnumeric83 unique values
0 missing
ATS5pnumeric83 unique values
0 missing
ATS5snumeric84 unique values
0 missing
ATS5vnumeric83 unique values
0 missing
ATS6enumeric80 unique values
0 missing
ATS6inumeric81 unique values
0 missing
ATS6mnumeric80 unique values
0 missing
ATS6pnumeric84 unique values
0 missing
ATS6snumeric82 unique values
0 missing
ATS6vnumeric81 unique values
0 missing
ATS7enumeric82 unique values
0 missing
ATS7inumeric81 unique values
0 missing
ATS7mnumeric84 unique values
0 missing
ATS7pnumeric84 unique values
0 missing
ATS7snumeric83 unique values
0 missing
ATS7vnumeric83 unique values
0 missing
ATS8enumeric81 unique values
0 missing
ATS8inumeric83 unique values
0 missing
ATS8mnumeric84 unique values
0 missing
ATS8pnumeric84 unique values
0 missing
ATS8snumeric84 unique values
0 missing
ATS8vnumeric83 unique values
0 missing
ATSC1enumeric71 unique values
0 missing
ATSC1inumeric78 unique values
0 missing
ATSC1mnumeric83 unique values
0 missing
ATSC1pnumeric84 unique values
0 missing
ATSC1snumeric85 unique values
0 missing
ATSC1vnumeric84 unique values
0 missing
ATSC2enumeric76 unique values
0 missing
ATSC2inumeric80 unique values
0 missing
ATSC2mnumeric84 unique values
0 missing
ATSC2pnumeric84 unique values
0 missing
ATSC2snumeric85 unique values
0 missing
ATSC2vnumeric85 unique values
0 missing
ATSC3enumeric83 unique values
0 missing
ATSC3inumeric83 unique values
0 missing
ATSC3mnumeric85 unique values
0 missing
ATSC3pnumeric84 unique values
0 missing
ATSC3snumeric85 unique values
0 missing
ATSC3vnumeric84 unique values
0 missing
ATSC4enumeric80 unique values
0 missing
ATSC4inumeric82 unique values
0 missing
ATSC4mnumeric85 unique values
0 missing
ATSC4pnumeric85 unique values
0 missing
ATSC4snumeric85 unique values
0 missing
ATSC4vnumeric85 unique values
0 missing
ATSC5enumeric83 unique values
0 missing
ATSC5inumeric84 unique values
0 missing
ATSC5mnumeric85 unique values
0 missing
ATSC5pnumeric85 unique values
0 missing
ATSC5snumeric85 unique values
0 missing
ATSC5vnumeric85 unique values
0 missing
ATSC6enumeric84 unique values
0 missing
ATSC6inumeric82 unique values
0 missing
ATSC6mnumeric85 unique values
0 missing
ATSC6pnumeric84 unique values
0 missing
ATSC6snumeric85 unique values
0 missing
ATSC6vnumeric85 unique values
0 missing
ATSC7enumeric83 unique values
0 missing
ATSC7inumeric82 unique values
0 missing
ATSC7mnumeric85 unique values
0 missing
ATSC7pnumeric84 unique values
0 missing
ATSC7snumeric85 unique values
0 missing
ATSC7vnumeric85 unique values
0 missing
ATSC8enumeric83 unique values
0 missing
ATSC8inumeric82 unique values
0 missing
ATSC8mnumeric85 unique values
0 missing
ATSC8pnumeric85 unique values
0 missing
ATSC8snumeric85 unique values
0 missing
ATSC8vnumeric85 unique values
0 missing
BACnumeric39 unique values
0 missing
BBInumeric36 unique values
0 missing
BIC0numeric56 unique values
0 missing
BIC1numeric67 unique values
0 missing
BIC2numeric69 unique values
0 missing
BIC3numeric63 unique values
0 missing
BIC4numeric61 unique values
0 missing
BIC5numeric59 unique values
0 missing
BIDnumeric47 unique values
0 missing
BLInumeric67 unique values
0 missing
BLTA96numeric75 unique values
0 missing
BLTD48numeric70 unique values
0 missing
BLTF96numeric71 unique values
0 missing
Br.094numeric2 unique values
0 missing
C.numeric71 unique values
0 missing
C.001numeric6 unique values
0 missing
C.002numeric8 unique values
0 missing
C.003numeric2 unique values
0 missing
C.004numeric2 unique values
0 missing
C.005numeric5 unique values
0 missing
C.006numeric9 unique values
0 missing
C.007numeric2 unique values
0 missing
C.008numeric4 unique values
0 missing
C.009numeric3 unique values
0 missing
C.011numeric2 unique values
0 missing
C.012numeric2 unique values
0 missing
C.013numeric3 unique values
0 missing
C.015numeric2 unique values
0 missing
C.016numeric4 unique values
0 missing
C.017numeric3 unique values
0 missing
C.019numeric2 unique values
0 missing
C.021numeric2 unique values
0 missing
C.022numeric3 unique values
0 missing
C.024numeric14 unique values
0 missing
C.025numeric8 unique values
0 missing
C.026numeric8 unique values
0 missing
C.027numeric4 unique values
0 missing
C.028numeric4 unique values
0 missing
C.029numeric4 unique values
0 missing
C.030numeric2 unique values
0 missing
C.031numeric2 unique values
0 missing
C.032numeric2 unique values
0 missing
C.033numeric3 unique values
0 missing
C.034numeric5 unique values
0 missing
C.035numeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
C.040numeric5 unique values
0 missing
C.041numeric2 unique values
0 missing
C.042numeric2 unique values
0 missing
C.043numeric2 unique values
0 missing
C.044numeric2 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
CATS2D_01_AAnumeric4 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
CATS2D_01_LLnumeric16 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
CATS2D_02_ALnumeric13 unique values
0 missing
CATS2D_02_APnumeric5 unique values
0 missing
CATS2D_02_DAnumeric7 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
CATS2D_02_LLnumeric18 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
CATS2D_03_AAnumeric6 unique values
0 missing
CATS2D_03_ALnumeric14 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
CATS2D_03_LLnumeric17 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
CATS2D_04_AAnumeric6 unique values
0 missing
CATS2D_04_ALnumeric16 unique values
0 missing
CATS2D_04_APnumeric4 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
CATS2D_04_DDnumeric5 unique values
0 missing
CATS2D_04_DLnumeric10 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
CATS2D_04_LLnumeric17 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
CATS2D_04_PPnumeric2 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
CATS2D_05_ALnumeric17 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
CATS2D_05_LLnumeric18 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
CATS2D_06_ALnumeric15 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
CATS2D_06_DLnumeric12 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
CATS2D_06_LLnumeric19 unique values
0 missing
CATS2D_06_PLnumeric5 unique values
0 missing
CATS2D_07_AAnumeric7 unique values
0 missing
CATS2D_07_ALnumeric15 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
CATS2D_07_DLnumeric11 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
CATS2D_07_LLnumeric17 unique values
0 missing
CATS2D_07_PLnumeric5 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
CATS2D_08_ALnumeric13 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
CATS2D_08_DAnumeric6 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
CATS2D_08_LLnumeric15 unique values
0 missing
CATS2D_08_PLnumeric6 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
CATS2D_09_ALnumeric13 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
CATS2D_09_DPnumeric3 unique values
0 missing
CATS2D_09_LLnumeric13 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
CENTnumeric84 unique values
0 missing
Chi0_AEA.bo.numeric85 unique values
0 missing
Chi0_AEA.dm.numeric85 unique values
0 missing
Chi0_AEA.ed.numeric85 unique values
0 missing
Chi0_AEA.ri.numeric85 unique values
0 missing
Chi0_EAnumeric85 unique values
0 missing
Chi0_EA.bo.numeric85 unique values
0 missing
Chi0_EA.dm.numeric84 unique values
0 missing
Chi0_EA.ed.numeric85 unique values
0 missing
Chi0_EA.ri.numeric85 unique values
0 missing
Chi1_AEA.bo.numeric84 unique values
0 missing
Chi1_AEA.dm.numeric84 unique values
0 missing
Chi1_AEA.ed.numeric84 unique values
0 missing
Chi1_AEA.ri.numeric84 unique values
0 missing
Chi1_EAnumeric84 unique values
0 missing
Chi1_EA.bo.numeric85 unique values
0 missing
Chi1_EA.dm.numeric84 unique values
0 missing
Chi1_EA.ed.numeric85 unique values
0 missing
Chi1_EA.ri.numeric85 unique values
0 missing
CIC0numeric82 unique values
0 missing
CIC1numeric83 unique values
0 missing
CIC2numeric79 unique values
0 missing
CIC3numeric83 unique values
0 missing
CIC4numeric79 unique values
0 missing
CIC5numeric78 unique values
0 missing
CIDnumeric80 unique values
0 missing
Cl.089numeric3 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
cRo5numeric2 unique values
0 missing
CSInumeric84 unique values
0 missing
DBInumeric35 unique values
0 missing
D.Dtr03numeric4 unique values
0 missing
D.Dtr05numeric62 unique values
0 missing
D.Dtr06numeric85 unique values
0 missing
D.Dtr07numeric6 unique values
0 missing
D.Dtr08numeric3 unique values
0 missing
D.Dtr09numeric43 unique values
0 missing
D.Dtr10numeric31 unique values
0 missing
D.Dtr11numeric6 unique values
0 missing
D.Dtr12numeric6 unique values
0 missing
DECCnumeric84 unique values
0 missing
DELSnumeric85 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
DLS_01numeric3 unique values
0 missing
DLS_02numeric5 unique values
0 missing
DLS_03numeric3 unique values
0 missing
DLS_04numeric8 unique values
0 missing
DLS_05numeric3 unique values
0 missing
DLS_06numeric3 unique values
0 missing
DLS_07numeric2 unique values
0 missing
DLS_consnumeric24 unique values
0 missing
Dznumeric63 unique values
0 missing
ECCnumeric83 unique values
0 missing
Eig01_AEA.bo.numeric73 unique values
0 missing
Eig01_AEA.dm.numeric73 unique values
0 missing
Eig01_AEA.ed.numeric76 unique values
0 missing
Eig01_AEA.ri.numeric75 unique values
0 missing
Eig01_EAnumeric71 unique values
0 missing
Eig01_EA.bo.numeric69 unique values
0 missing
Eig01_EA.dm.numeric35 unique values
0 missing
Eig01_EA.ed.numeric78 unique values
0 missing
Eig01_EA.ri.numeric74 unique values
0 missing
Eig02_AEA.bo.numeric80 unique values
0 missing
Eig02_AEA.dm.numeric81 unique values
0 missing
Eig02_AEA.ed.numeric80 unique values
0 missing
Eig02_AEA.ri.numeric80 unique values
0 missing
Eig02_EAnumeric78 unique values
0 missing
Eig02_EA.bo.numeric77 unique values
0 missing
Eig02_EA.dm.numeric27 unique values
0 missing
Eig02_EA.ed.numeric83 unique values
0 missing
Eig02_EA.ri.numeric78 unique values
0 missing
Eig03_AEA.bo.numeric81 unique values
0 missing
Eig03_AEA.dm.numeric80 unique values
0 missing
Eig03_AEA.ed.numeric79 unique values
0 missing
Eig03_AEA.ri.numeric80 unique values
0 missing
Eig03_EAnumeric77 unique values
0 missing
Eig03_EA.bo.numeric78 unique values
0 missing
Eig03_EA.dm.numeric17 unique values
0 missing
Eig03_EA.ed.numeric85 unique values
0 missing
Eig03_EA.ri.numeric81 unique values
0 missing
Eig04_AEA.bo.numeric79 unique values
0 missing
Eig04_AEA.dm.numeric80 unique values
0 missing
Eig04_AEA.ed.numeric82 unique values
0 missing
Eig04_AEA.ri.numeric77 unique values
0 missing
Eig04_EAnumeric83 unique values
0 missing
Eig04_EA.bo.numeric82 unique values
0 missing
Eig04_EA.dm.numeric17 unique values
0 missing
Eig04_EA.ed.numeric82 unique values
0 missing
Eig04_EA.ri.numeric77 unique values
0 missing
Eig05_AEA.bo.numeric80 unique values
0 missing
Eig05_AEA.dm.numeric82 unique values
0 missing
Eig05_AEA.ed.numeric80 unique values
0 missing
Eig05_AEA.ri.numeric82 unique values
0 missing
Eig05_EAnumeric80 unique values
0 missing
Eig05_EA.bo.numeric76 unique values
0 missing
Eig05_EA.dm.numeric10 unique values
0 missing
Eig05_EA.ed.numeric85 unique values
0 missing
Eig05_EA.ri.numeric83 unique values
0 missing
Eig06_AEA.bo.numeric77 unique values
0 missing
Eig06_AEA.dm.numeric82 unique values
0 missing
Eig06_AEA.ed.numeric80 unique values
0 missing
Eig06_AEA.ri.numeric82 unique values
0 missing
Eig06_EAnumeric78 unique values
0 missing
Eig06_EA.bo.numeric79 unique values
0 missing
Eig06_EA.dm.numeric10 unique values
0 missing
Eig06_EA.ed.numeric83 unique values
0 missing
Eig06_EA.ri.numeric83 unique values
0 missing
Eig07_AEA.bo.numeric78 unique values
0 missing
Eig07_AEA.dm.numeric82 unique values
0 missing
Eig07_AEA.ed.numeric80 unique values
0 missing
Eig07_AEA.ri.numeric81 unique values
0 missing
Eig07_EAnumeric79 unique values
0 missing
Eig07_EA.bo.numeric82 unique values
0 missing
Eig07_EA.dm.numeric9 unique values
0 missing
Eig07_EA.ed.numeric85 unique values
0 missing
Eig07_EA.ri.numeric79 unique values
0 missing
Eig08_AEA.bo.numeric77 unique values
0 missing
Eig08_AEA.dm.numeric81 unique values
0 missing
Eig08_AEA.ed.numeric81 unique values
0 missing
Eig08_AEA.ri.numeric82 unique values
0 missing
Eig08_EAnumeric79 unique values
0 missing
Eig08_EA.bo.numeric80 unique values
0 missing
Eig08_EA.dm.numeric6 unique values
0 missing
Eig08_EA.ed.numeric82 unique values
0 missing
Eig08_EA.ri.numeric81 unique values
0 missing
Eig09_AEA.bo.numeric72 unique values
0 missing
Eig09_AEA.dm.numeric83 unique values
0 missing
Eig09_AEA.ed.numeric82 unique values
0 missing
Eig09_AEA.ri.numeric76 unique values
0 missing
Eig09_EAnumeric70 unique values
0 missing
Eig09_EA.bo.numeric77 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
Eig09_EA.ed.numeric77 unique values
0 missing
Eig09_EA.ri.numeric77 unique values
0 missing
Eig10_AEA.bo.numeric74 unique values
0 missing
Eig10_AEA.dm.numeric78 unique values
0 missing
Eig10_AEA.ed.numeric80 unique values
0 missing
Eig10_AEA.ri.numeric81 unique values
0 missing
Eig10_EAnumeric72 unique values
0 missing
Eig10_EA.bo.numeric76 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
Eig10_EA.ed.numeric79 unique values
0 missing
Eig10_EA.ri.numeric75 unique values
0 missing
Eig11_AEA.bo.numeric75 unique values
0 missing
Eig11_AEA.dm.numeric72 unique values
0 missing
Eig11_AEA.ed.numeric76 unique values
0 missing
Eig11_AEA.ri.numeric75 unique values
0 missing
Eig11_EAnumeric68 unique values
0 missing
Eig11_EA.bo.numeric75 unique values
0 missing
Eig11_EA.ed.numeric76 unique values
0 missing
Eig11_EA.ri.numeric71 unique values
0 missing
Eig12_AEA.bo.numeric76 unique values
0 missing
Eig12_AEA.dm.numeric75 unique values
0 missing
Eig12_AEA.ed.numeric71 unique values
0 missing
Eig12_AEA.ri.numeric73 unique values
0 missing
Eig12_EAnumeric71 unique values
0 missing
Eig12_EA.bo.numeric73 unique values
0 missing
Eig12_EA.ed.numeric74 unique values
0 missing
Eig12_EA.ri.numeric74 unique values
0 missing
Eig13_AEA.bo.numeric72 unique values
0 missing
Eig13_AEA.dm.numeric78 unique values
0 missing
Eig13_AEA.ed.numeric68 unique values
0 missing
Eig13_AEA.ri.numeric75 unique values
0 missing
Eig13_EAnumeric69 unique values
0 missing
Eig13_EA.bo.numeric68 unique values
0 missing
Eig13_EA.ed.numeric72 unique values
0 missing
Eig13_EA.ri.numeric76 unique values
0 missing
Eig14_AEA.bo.numeric68 unique values
0 missing
Eig14_AEA.dm.numeric73 unique values
0 missing
Eig14_AEA.ed.numeric73 unique values
0 missing
Eig14_AEA.ri.numeric74 unique values
0 missing
Eig14_EAnumeric70 unique values
0 missing
Eig14_EA.bo.numeric73 unique values
0 missing
Eig14_EA.ed.numeric71 unique values
0 missing
Eig14_EA.ri.numeric73 unique values
0 missing
Eig15_AEA.bo.numeric75 unique values
0 missing
Eig15_AEA.dm.numeric75 unique values
0 missing
Eig15_AEA.ed.numeric74 unique values
0 missing
Eig15_AEA.ri.numeric76 unique values
0 missing
Eig15_EAnumeric71 unique values
0 missing
Eig15_EA.bo.numeric78 unique values
0 missing
Eig15_EA.ed.numeric75 unique values
0 missing
Eig15_EA.ri.numeric79 unique values
0 missing
Eta_alphanumeric82 unique values
0 missing
Eta_alpha_Anumeric40 unique values
0 missing
Eta_Bnumeric75 unique values
0 missing
Eta_B_Anumeric23 unique values
0 missing
Eta_betanumeric62 unique values
0 missing
Eta_beta_Anumeric68 unique values
0 missing
Eta_betaPnumeric32 unique values
0 missing
Eta_betaP_Anumeric72 unique values
0 missing
Eta_betaSnumeric44 unique values
0 missing
Eta_betaS_Anumeric52 unique values
0 missing
Eta_Cnumeric85 unique values
0 missing
Eta_C_Anumeric79 unique values
0 missing
Eta_epsinumeric83 unique values
0 missing
Eta_epsi_Anumeric62 unique values
0 missing
Eta_Fnumeric85 unique values
0 missing
Eta_F_Anumeric69 unique values
0 missing
Eta_FLnumeric83 unique values
0 missing
Eta_FL_Anumeric61 unique values
0 missing
Eta_Lnumeric85 unique values
0 missing
Eta_L_Anumeric61 unique values
0 missing
Eta_sh_pnumeric67 unique values
0 missing
Eta_sh_xnumeric23 unique values
0 missing
Eta_sh_ynumeric68 unique values
0 missing
F.081numeric2 unique values
0 missing
F.083numeric3 unique values
0 missing
F.084numeric3 unique values
0 missing
GATS1enumeric74 unique values
0 missing
GATS1inumeric81 unique values
0 missing
GATS1mnumeric72 unique values
0 missing
GATS1pnumeric79 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
85
Number of instances (rows) of the dataset.
NumberOfFeatures
457
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
456
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
PercentageOfNumericFeatures
99.78
Percentage of numeric attributes.
PercentageOfSymbolicFeatures
0.22
Percentage of nominal attributes.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile1KurtosisOfNumericAtts
-0.33
First quartile of kurtosis among attributes of the numeric type.
Quartile1MeansOfNumericAtts
0.57
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.
Quartile1SkewnessOfNumericAtts
-0.04
First quartile of skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.26
First quartile of standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Quartile2KurtosisOfNumericAtts
0.33
Second quartile (Median) of kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.23
Second quartile (Median) of means among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
0.49
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.41
Second quartile (Median) of standard deviation of attributes of the numeric type.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
Quartile3KurtosisOfNumericAtts
2.57
Third quartile of kurtosis among attributes of the numeric type.
Quartile3MeansOfNumericAtts
5.13
Third quartile of means among attributes of the numeric type.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
Quartile3SkewnessOfNumericAtts
1.39
Third quartile of skewness among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.31
Third quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.68
Average class difference between consecutive instances.
MeanMeansOfNumericAtts
14.22
Mean of means among attributes of the numeric type.
ClassEntropy
Entropy of the target attribute values.
Dimensionality
5.38
Number of attributes divided by the number of instances.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MajorityClassSize
Number of instances belonging to the most frequent class.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
85
Maximum kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
1970.05
Maximum of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MaxSkewnessOfNumericAtts
9.22
Maximum skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
1027.09
Maximum standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MeanKurtosisOfNumericAtts
5.97
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
MeanSkewnessOfNumericAtts
1.13
Mean skewness among attributes of the numeric type.
MeanStdDevOfNumericAtts
6.67
Mean standard deviation of attributes of the numeric type.
MinAttributeEntropy
Minimal entropy among attributes.
MinKurtosisOfNumericAtts
-2
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.06
Minimum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-9.22
Minimum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4246
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4246
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4246
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4246
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4246
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4246
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4246
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4246
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4246
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4246
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4246
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4246
0 runs - estimation_procedure: 50 times Clustering
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