Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3973

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3973

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: CHEMBL3973 (TID: 11925), and it has 95 rows and 456 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.

458 features

pXC50 (target)numeric28 unique values
0 missing
molecule_id (row identifier)nominal95 unique values
0 missing
Chi1_AEA.ri.numeric94 unique values
0 missing
SpMaxA_AEA.dm.numeric55 unique values
0 missing
Chi1_EAnumeric94 unique values
0 missing
AACnumeric86 unique values
0 missing
Chi1_EA.bo.numeric95 unique values
0 missing
AECCnumeric95 unique values
0 missing
Chi1_EA.dm.numeric94 unique values
0 missing
ALOGPnumeric95 unique values
0 missing
Chi1_EA.ed.numeric95 unique values
0 missing
ALOGP2numeric95 unique values
0 missing
Chi1_EA.ri.numeric95 unique values
0 missing
AMRnumeric95 unique values
0 missing
CIC0numeric91 unique values
0 missing
AMWnumeric90 unique values
0 missing
CIC1numeric93 unique values
0 missing
ARRnumeric70 unique values
0 missing
CIC2numeric87 unique values
0 missing
ATS1enumeric89 unique values
0 missing
CIC3numeric90 unique values
0 missing
ATS1inumeric88 unique values
0 missing
CIC4numeric91 unique values
0 missing
ATS1mnumeric89 unique values
0 missing
CIC5numeric89 unique values
0 missing
ATS1pnumeric89 unique values
0 missing
CIDnumeric90 unique values
0 missing
ATS1snumeric87 unique values
0 missing
Cl.089numeric3 unique values
0 missing
ATS1vnumeric86 unique values
0 missing
Cl.090numeric2 unique values
0 missing
ATS2enumeric87 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ATS2inumeric90 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATS2mnumeric90 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATS2pnumeric90 unique values
0 missing
CSInumeric94 unique values
0 missing
ATS2snumeric94 unique values
0 missing
DBInumeric37 unique values
0 missing
ATS2vnumeric93 unique values
0 missing
D.Dtr03numeric4 unique values
0 missing
ATS3enumeric93 unique values
0 missing
D.Dtr05numeric68 unique values
0 missing
ATS3inumeric91 unique values
0 missing
D.Dtr06numeric95 unique values
0 missing
ATS3mnumeric90 unique values
0 missing
D.Dtr07numeric8 unique values
0 missing
ATS3pnumeric90 unique values
0 missing
D.Dtr08numeric4 unique values
0 missing
ATS3snumeric88 unique values
0 missing
D.Dtr09numeric45 unique values
0 missing
ATS3vnumeric91 unique values
0 missing
D.Dtr10numeric34 unique values
0 missing
ATS4enumeric92 unique values
0 missing
D.Dtr11numeric8 unique values
0 missing
ATS4inumeric91 unique values
0 missing
D.Dtr12numeric7 unique values
0 missing
ATS4mnumeric89 unique values
0 missing
DECCnumeric94 unique values
0 missing
ATS4pnumeric91 unique values
0 missing
DELSnumeric95 unique values
0 missing
ATS4snumeric93 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ATS4vnumeric93 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS5enumeric93 unique values
0 missing
DLS_01numeric3 unique values
0 missing
ATS5inumeric91 unique values
0 missing
DLS_02numeric5 unique values
0 missing
ATS5mnumeric91 unique values
0 missing
DLS_03numeric4 unique values
0 missing
ATS5pnumeric91 unique values
0 missing
DLS_04numeric8 unique values
0 missing
ATS5snumeric93 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS5vnumeric91 unique values
0 missing
DLS_06numeric4 unique values
0 missing
ATS6enumeric91 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS6inumeric91 unique values
0 missing
DLS_consnumeric27 unique values
0 missing
ATS6mnumeric90 unique values
0 missing
Dznumeric70 unique values
0 missing
ATS6pnumeric92 unique values
0 missing
ECCnumeric94 unique values
0 missing
ATS6snumeric92 unique values
0 missing
Eig01_AEA.bo.numeric81 unique values
0 missing
ATS6vnumeric91 unique values
0 missing
Eig01_AEA.dm.numeric81 unique values
0 missing
ATS7enumeric92 unique values
0 missing
Eig01_AEA.ed.numeric81 unique values
0 missing
ATS7inumeric90 unique values
0 missing
Eig01_AEA.ri.numeric84 unique values
0 missing
ATS7mnumeric90 unique values
0 missing
Eig01_EAnumeric76 unique values
0 missing
ATS7pnumeric94 unique values
0 missing
Eig01_EA.bo.numeric80 unique values
0 missing
ATS7snumeric92 unique values
0 missing
Eig01_EA.dm.numeric38 unique values
0 missing
ATS7vnumeric91 unique values
0 missing
Eig01_EA.ed.numeric85 unique values
0 missing
ATS8enumeric92 unique values
0 missing
Eig01_EA.ri.numeric82 unique values
0 missing
ATS8inumeric94 unique values
0 missing
Eig02_AEA.bo.numeric86 unique values
0 missing
ATS8mnumeric93 unique values
0 missing
Eig02_AEA.dm.numeric92 unique values
0 missing
ATS8pnumeric94 unique values
0 missing
Eig02_AEA.ed.numeric89 unique values
0 missing
ATS8snumeric94 unique values
0 missing
Eig02_AEA.ri.numeric88 unique values
0 missing
ATS8vnumeric91 unique values
0 missing
Eig02_EAnumeric86 unique values
0 missing
ATSC1enumeric79 unique values
0 missing
Eig02_EA.bo.numeric83 unique values
0 missing
ATSC1inumeric87 unique values
0 missing
Eig02_EA.dm.numeric29 unique values
0 missing
ATSC1mnumeric93 unique values
0 missing
Eig02_EA.ed.numeric92 unique values
0 missing
ATSC1pnumeric94 unique values
0 missing
Eig02_EA.ri.numeric86 unique values
0 missing
ATSC1snumeric95 unique values
0 missing
Eig03_AEA.bo.numeric90 unique values
0 missing
ATSC1vnumeric93 unique values
0 missing
Eig03_AEA.dm.numeric93 unique values
0 missing
ATSC2enumeric85 unique values
0 missing
Eig03_AEA.ed.numeric89 unique values
0 missing
ATSC2inumeric91 unique values
0 missing
Eig03_AEA.ri.numeric86 unique values
0 missing
ATSC2mnumeric94 unique values
0 missing
Eig03_EAnumeric87 unique values
0 missing
ATSC2pnumeric94 unique values
0 missing
Eig03_EA.bo.numeric89 unique values
0 missing
ATSC2snumeric95 unique values
0 missing
Eig03_EA.dm.numeric19 unique values
0 missing
ATSC2vnumeric95 unique values
0 missing
Eig03_EA.ed.numeric95 unique values
0 missing
ATSC3enumeric93 unique values
0 missing
Eig03_EA.ri.numeric90 unique values
0 missing
ATSC3inumeric92 unique values
0 missing
Eig04_AEA.bo.numeric88 unique values
0 missing
ATSC3mnumeric95 unique values
0 missing
Eig04_AEA.dm.numeric91 unique values
0 missing
ATSC3pnumeric95 unique values
0 missing
Eig04_AEA.ed.numeric89 unique values
0 missing
ATSC3snumeric95 unique values
0 missing
Eig04_AEA.ri.numeric87 unique values
0 missing
ATSC3vnumeric94 unique values
0 missing
Eig04_EAnumeric91 unique values
0 missing
ATSC4enumeric90 unique values
0 missing
Eig04_EA.bo.numeric91 unique values
0 missing
ATSC4inumeric90 unique values
0 missing
Eig04_EA.dm.numeric19 unique values
0 missing
ATSC4mnumeric95 unique values
0 missing
Eig04_EA.ed.numeric92 unique values
0 missing
ATSC4pnumeric95 unique values
0 missing
Eig04_EA.ri.numeric86 unique values
0 missing
ATSC4snumeric95 unique values
0 missing
Eig05_AEA.bo.numeric88 unique values
0 missing
ATSC4vnumeric95 unique values
0 missing
Eig05_AEA.dm.numeric91 unique values
0 missing
ATSC5enumeric93 unique values
0 missing
Eig05_AEA.ed.numeric90 unique values
0 missing
ATSC5inumeric93 unique values
0 missing
Eig05_AEA.ri.numeric91 unique values
0 missing
ATSC5mnumeric95 unique values
0 missing
Eig05_EAnumeric89 unique values
0 missing
ATSC5pnumeric95 unique values
0 missing
Eig05_EA.bo.numeric83 unique values
0 missing
ATSC5snumeric95 unique values
0 missing
Eig05_EA.dm.numeric13 unique values
0 missing
ATSC5vnumeric95 unique values
0 missing
Eig05_EA.ed.numeric94 unique values
0 missing
ATSC6enumeric94 unique values
0 missing
Eig05_EA.ri.numeric92 unique values
0 missing
ATSC6inumeric92 unique values
0 missing
Eig06_AEA.bo.numeric85 unique values
0 missing
ATSC6mnumeric95 unique values
0 missing
Eig06_AEA.dm.numeric92 unique values
0 missing
ATSC6pnumeric94 unique values
0 missing
Eig06_AEA.ed.numeric89 unique values
0 missing
ATSC6snumeric95 unique values
0 missing
Eig06_AEA.ri.numeric92 unique values
0 missing
ATSC6vnumeric95 unique values
0 missing
Eig06_EAnumeric88 unique values
0 missing
ATSC7enumeric93 unique values
0 missing
Eig06_EA.bo.numeric86 unique values
0 missing
ATSC7inumeric93 unique values
0 missing
Eig06_EA.dm.numeric11 unique values
0 missing
ATSC7mnumeric95 unique values
0 missing
Eig06_EA.ed.numeric94 unique values
0 missing
ATSC7pnumeric94 unique values
0 missing
Eig06_EA.ri.numeric93 unique values
0 missing
ATSC7snumeric95 unique values
0 missing
Eig07_AEA.bo.numeric88 unique values
0 missing
ATSC7vnumeric95 unique values
0 missing
Eig07_AEA.dm.numeric92 unique values
0 missing
ATSC8enumeric94 unique values
0 missing
Eig07_AEA.ed.numeric89 unique values
0 missing
ATSC8inumeric92 unique values
0 missing
Eig07_AEA.ri.numeric89 unique values
0 missing
ATSC8mnumeric95 unique values
0 missing
Eig07_EAnumeric87 unique values
0 missing
ATSC8pnumeric95 unique values
0 missing
Eig07_EA.bo.numeric90 unique values
0 missing
ATSC8snumeric95 unique values
0 missing
Eig07_EA.dm.numeric10 unique values
0 missing
ATSC8vnumeric95 unique values
0 missing
Eig07_EA.ed.numeric95 unique values
0 missing
BACnumeric42 unique values
0 missing
Eig07_EA.ri.numeric85 unique values
0 missing
BBInumeric37 unique values
0 missing
Eig08_AEA.bo.numeric85 unique values
0 missing
BIC0numeric58 unique values
0 missing
Eig08_AEA.dm.numeric90 unique values
0 missing
BIC1numeric75 unique values
0 missing
Eig08_AEA.ed.numeric90 unique values
0 missing
BIC2numeric73 unique values
0 missing
Eig08_AEA.ri.numeric88 unique values
0 missing
BIC3numeric70 unique values
0 missing
Eig08_EAnumeric88 unique values
0 missing
BIC4numeric64 unique values
0 missing
Eig08_EA.bo.numeric91 unique values
0 missing
BIC5numeric65 unique values
0 missing
Eig08_EA.dm.numeric6 unique values
0 missing
BIDnumeric51 unique values
0 missing
Eig08_EA.ed.numeric92 unique values
0 missing
BLInumeric75 unique values
0 missing
Eig08_EA.ri.numeric90 unique values
0 missing
BLTA96numeric83 unique values
0 missing
Eig09_AEA.bo.numeric82 unique values
0 missing
BLTD48numeric80 unique values
0 missing
Eig09_AEA.dm.numeric91 unique values
0 missing
BLTF96numeric78 unique values
0 missing
Eig09_AEA.ed.numeric90 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig09_AEA.ri.numeric85 unique values
0 missing
C.numeric74 unique values
0 missing
Eig09_EAnumeric81 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig09_EA.bo.numeric87 unique values
0 missing
C.002numeric8 unique values
0 missing
Eig09_EA.dm.numeric4 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig09_EA.ed.numeric87 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig09_EA.ri.numeric84 unique values
0 missing
C.005numeric5 unique values
0 missing
Eig10_AEA.bo.numeric81 unique values
0 missing
C.006numeric10 unique values
0 missing
Eig10_AEA.dm.numeric86 unique values
0 missing
C.007numeric2 unique values
0 missing
Eig10_AEA.ed.numeric91 unique values
0 missing
C.008numeric4 unique values
0 missing
Eig10_AEA.ri.numeric89 unique values
0 missing
C.009numeric3 unique values
0 missing
Eig10_EAnumeric81 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig10_EA.bo.numeric82 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
C.013numeric3 unique values
0 missing
Eig10_EA.ed.numeric89 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig10_EA.ri.numeric84 unique values
0 missing
C.016numeric4 unique values
0 missing
Eig11_AEA.bo.numeric80 unique values
0 missing
C.017numeric3 unique values
0 missing
Eig11_AEA.dm.numeric80 unique values
0 missing
C.018numeric2 unique values
0 missing
Eig11_AEA.ed.numeric84 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig11_AEA.ri.numeric83 unique values
0 missing
C.021numeric2 unique values
0 missing
Eig11_EAnumeric78 unique values
0 missing
C.022numeric3 unique values
0 missing
Eig11_EA.bo.numeric79 unique values
0 missing
C.024numeric14 unique values
0 missing
Eig11_EA.ed.numeric86 unique values
0 missing
C.025numeric8 unique values
0 missing
Eig11_EA.ri.numeric78 unique values
0 missing
C.026numeric8 unique values
0 missing
Eig12_AEA.bo.numeric84 unique values
0 missing
C.027numeric4 unique values
0 missing
Eig12_AEA.dm.numeric81 unique values
0 missing
C.028numeric4 unique values
0 missing
Eig12_AEA.ed.numeric81 unique values
0 missing
C.029numeric4 unique values
0 missing
Eig12_AEA.ri.numeric82 unique values
0 missing
C.030numeric2 unique values
0 missing
Eig12_EAnumeric77 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig12_EA.bo.numeric83 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig12_EA.ed.numeric79 unique values
0 missing
C.033numeric3 unique values
0 missing
Eig12_EA.ri.numeric83 unique values
0 missing
C.034numeric5 unique values
0 missing
Eig13_AEA.bo.numeric84 unique values
0 missing
C.035numeric2 unique values
0 missing
Eig13_AEA.dm.numeric87 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig13_AEA.ed.numeric77 unique values
0 missing
C.040numeric4 unique values
0 missing
Eig13_AEA.ri.numeric83 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig13_EAnumeric76 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig13_EA.bo.numeric82 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig13_EA.ed.numeric81 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig13_EA.ri.numeric85 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eig14_AEA.bo.numeric76 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eig14_AEA.dm.numeric81 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eig14_AEA.ed.numeric79 unique values
0 missing
CATS2D_01_AAnumeric4 unique values
0 missing
Eig14_AEA.ri.numeric84 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig14_EAnumeric77 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eig14_EA.bo.numeric78 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig14_EA.ed.numeric81 unique values
0 missing
CATS2D_01_LLnumeric16 unique values
0 missing
Eig14_EA.ri.numeric82 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig15_AEA.bo.numeric81 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
Eig15_AEA.dm.numeric85 unique values
0 missing
CATS2D_02_ALnumeric13 unique values
0 missing
Eig15_AEA.ed.numeric83 unique values
0 missing
CATS2D_02_APnumeric5 unique values
0 missing
Eig15_AEA.ri.numeric86 unique values
0 missing
CATS2D_02_DAnumeric7 unique values
0 missing
Eig15_EAnumeric79 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eig15_EA.bo.numeric85 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
Eig15_EA.ed.numeric84 unique values
0 missing
CATS2D_02_LLnumeric17 unique values
0 missing
Eig15_EA.ri.numeric88 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eta_alphanumeric92 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eta_alpha_Anumeric43 unique values
0 missing
CATS2D_03_AAnumeric6 unique values
0 missing
Eta_Bnumeric85 unique values
0 missing
CATS2D_03_ALnumeric14 unique values
0 missing
Eta_B_Anumeric22 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
Eta_betanumeric69 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
Eta_beta_Anumeric78 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
Eta_betaPnumeric33 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
Eta_betaP_Anumeric79 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
Eta_betaSnumeric50 unique values
0 missing
CATS2D_03_LLnumeric18 unique values
0 missing
Eta_betaS_Anumeric56 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
Eta_Cnumeric95 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
Eta_C_Anumeric87 unique values
0 missing
CATS2D_04_AAnumeric7 unique values
0 missing
Eta_epsinumeric93 unique values
0 missing
CATS2D_04_ALnumeric16 unique values
0 missing
Eta_epsi_Anumeric69 unique values
0 missing
CATS2D_04_APnumeric4 unique values
0 missing
Eta_Fnumeric95 unique values
0 missing
CATS2D_04_DAnumeric6 unique values
0 missing
Eta_F_Anumeric79 unique values
0 missing
CATS2D_04_DDnumeric5 unique values
0 missing
Eta_FLnumeric92 unique values
0 missing
CATS2D_04_DLnumeric10 unique values
0 missing
Eta_FL_Anumeric63 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
Eta_Lnumeric95 unique values
0 missing
CATS2D_04_LLnumeric17 unique values
0 missing
Eta_L_Anumeric64 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
Eta_sh_pnumeric75 unique values
0 missing
CATS2D_04_PPnumeric2 unique values
0 missing
Eta_sh_xnumeric25 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
Eta_sh_ynumeric74 unique values
0 missing
CATS2D_05_ALnumeric17 unique values
0 missing
F.081numeric2 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
F.083numeric4 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
F.084numeric3 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
GATS1enumeric83 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
GATS1inumeric91 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_PLnumeric3 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_ALnumeric16 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_AAnumeric5 unique values
0 missing
CATS2D_09_ALnumeric14 unique values
0 missing
CATS2D_09_APnumeric3 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
CENTnumeric94 unique values
0 missing
Chi0_AEA.bo.numeric94 unique values
0 missing
Chi0_AEA.dm.numeric94 unique values
0 missing
Chi0_AEA.ed.numeric94 unique values
0 missing
Chi0_AEA.ri.numeric94 unique values
0 missing
Chi0_EAnumeric94 unique values
0 missing
Chi0_EA.bo.numeric95 unique values
0 missing
Chi0_EA.dm.numeric94 unique values
0 missing
Chi0_EA.ed.numeric95 unique values
0 missing
Chi0_EA.ri.numeric95 unique values
0 missing
Chi1_AEA.bo.numeric94 unique values
0 missing
Chi1_AEA.dm.numeric94 unique values
0 missing
Chi1_AEA.ed.numeric94 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
95
Number of instances (rows) of the dataset.
NumberOfFeatures
458
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
457
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
kNN1NAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
J48.001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanSkewnessOfNumericAtts
1.18
Mean skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.26
First quartile of standard deviation of attributes of the numeric type.
REPTreeDepth2AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2
CfsSubsetEval_kNN1NErrRate
Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
kNN1NErrRate
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
6.78
Mean standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
REPTreeDepth2ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
CfsSubsetEval_kNN1NKappa
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
kNN1NKappa
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2KurtosisOfNumericAtts
0.34
Second quartile (Median) of kurtosis among attributes of the numeric type.
REPTreeDepth2Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
ClassEntropy
Entropy of the target attribute values.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.01
Minimum kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.25
Second quartile (Median) of means among attributes of the numeric type.
REPTreeDepth3AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
DecisionStumpErrRate
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxKurtosisOfNumericAtts
95
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.07
Minimum of means among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
REPTreeDepth3ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpKappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxMeansOfNumericAtts
2010.85
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
0.4
Second quartile (Median) of skewness among attributes of the numeric type.
REPTreeDepth3Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
Dimensionality
4.82
Number of attributes divided by the number of instances.
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.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.41
Second quartile (Median) of standard deviation of attributes of the numeric type.
RandomTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-6.78
Minimum skewness among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
RandomTreeDepth1ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
RandomTreeDepth1Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
J48.00001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxSkewnessOfNumericAtts
9.75
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
2.42
Third quartile of kurtosis among attributes of the numeric type.
AutoCorrelation
0.5
Average class difference between consecutive instances.
RandomTreeDepth2AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxStdDevOfNumericAtts
1064.95
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
PercentageOfNumericFeatures
99.78
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.13
Third quartile of means among attributes of the numeric type.
CfsSubsetEval_DecisionStumpAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth2ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
PercentageOfSymbolicFeatures
0.22
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
CfsSubsetEval_DecisionStumpErrRate
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth2Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.0001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanKurtosisOfNumericAtts
6.78
Mean kurtosis among attributes of the numeric type.
NaiveBayesAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.43
Third quartile of skewness among attributes of the numeric type.
CfsSubsetEval_DecisionStumpKappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMeansOfNumericAtts
14.37
Mean of means among attributes of the numeric type.
NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1KurtosisOfNumericAtts
-0.38
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.31
Third quartile of standard deviation of attributes of the numeric type.
CfsSubsetEval_NaiveBayesAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
NaiveBayesKappa
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1MeansOfNumericAtts
0.56
First quartile of means among attributes of the numeric type.
REPTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
REPTreeDepth1ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesKappa
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
J48.001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile1SkewnessOfNumericAtts
-0.09
First quartile of skewness among attributes of the numeric type.
REPTreeDepth1Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_kNN1NAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
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12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3973
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3973
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3973
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3973
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3973
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3973
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3973
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3973
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3973
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3973
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3973
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3973
0 runs - estimation_procedure: 50 times Clustering
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