Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5538

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5538

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: CHEMBL5538 (TID: 101009), and it has 48 rows and 584 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.

586 features

pXC50 (target)numeric35 unique values
0 missing
molecule_id (row identifier)nominal48 unique values
0 missing
D.Dtr06numeric29 unique values
0 missing
JGI3numeric11 unique values
0 missing
Eig03_EA.ri.numeric23 unique values
0 missing
D.Dtr09numeric6 unique values
0 missing
JGI4numeric10 unique values
0 missing
Eig10_EAnumeric23 unique values
0 missing
D.Dtr10numeric4 unique values
0 missing
JGI5numeric8 unique values
0 missing
SM04_AEA.dm.numeric23 unique values
0 missing
DECCnumeric27 unique values
0 missing
JGI6numeric7 unique values
0 missing
Eig04_AEA.ed.numeric21 unique values
0 missing
DELSnumeric48 unique values
0 missing
JGI7numeric6 unique values
0 missing
Eig04_EA.ed.numeric25 unique values
0 missing
DLS_01numeric2 unique values
0 missing
JGI8numeric5 unique values
0 missing
SM13_AEA.dm.numeric25 unique values
0 missing
DLS_02numeric3 unique values
0 missing
JGI9numeric5 unique values
0 missing
SpMax3_Bh.i.numeric25 unique values
0 missing
DLS_03numeric3 unique values
0 missing
JGTnumeric28 unique values
0 missing
CATS2D_09_ALnumeric8 unique values
0 missing
DLS_04numeric4 unique values
0 missing
LLS_01numeric3 unique values
0 missing
GGI8numeric24 unique values
0 missing
DLS_05numeric3 unique values
0 missing
LLS_02numeric3 unique values
0 missing
P_VSA_MR_6numeric36 unique values
0 missing
DLS_06numeric3 unique values
0 missing
LOCnumeric23 unique values
0 missing
Eig01_AEA.ri.numeric11 unique values
0 missing
DLS_07numeric2 unique values
0 missing
LPRSnumeric30 unique values
0 missing
SpMax3_Bh.e.numeric25 unique values
0 missing
DLS_consnumeric12 unique values
0 missing
MATS1enumeric29 unique values
0 missing
SpMax_AEA.ri.numeric11 unique values
0 missing
Dznumeric24 unique values
0 missing
MATS1inumeric31 unique values
0 missing
Eig10_AEA.ri.numeric27 unique values
0 missing
ECCnumeric26 unique values
0 missing
MATS1mnumeric26 unique values
0 missing
Eig10_EA.ri.numeric29 unique values
0 missing
Eig01_AEA.bo.numeric9 unique values
0 missing
MATS1pnumeric31 unique values
0 missing
Eig04_EAnumeric20 unique values
0 missing
Eig01_AEA.dm.numeric2 unique values
0 missing
MATS1snumeric28 unique values
0 missing
SM12_AEA.bo.numeric20 unique values
0 missing
Eig01_AEA.ed.numeric5 unique values
0 missing
MATS1vnumeric30 unique values
0 missing
SpMax3_Bh.v.numeric24 unique values
0 missing
Eig01_EAnumeric6 unique values
0 missing
MATS2enumeric38 unique values
0 missing
GATS6pnumeric43 unique values
0 missing
Eig01_EA.bo.numeric15 unique values
0 missing
MATS2inumeric40 unique values
0 missing
AACnumeric36 unique values
0 missing
Eig01_EA.dm.numeric2 unique values
0 missing
MATS2mnumeric34 unique values
0 missing
AECCnumeric26 unique values
0 missing
Eig01_EA.ed.numeric5 unique values
0 missing
MATS2pnumeric42 unique values
0 missing
ALOGPnumeric45 unique values
0 missing
Eig01_EA.ri.numeric18 unique values
0 missing
MATS2snumeric40 unique values
0 missing
ALOGP2numeric45 unique values
0 missing
Eig02_AEA.bo.numeric26 unique values
0 missing
MATS2vnumeric38 unique values
0 missing
AMRnumeric45 unique values
0 missing
Eig02_AEA.dm.numeric16 unique values
0 missing
MATS3enumeric37 unique values
0 missing
AMWnumeric35 unique values
0 missing
Eig02_AEA.ed.numeric11 unique values
0 missing
MATS3inumeric42 unique values
0 missing
ARRnumeric18 unique values
0 missing
Eig02_AEA.ri.numeric28 unique values
0 missing
MATS3mnumeric40 unique values
0 missing
ATS1enumeric35 unique values
0 missing
Eig02_EAnumeric19 unique values
0 missing
MATS3pnumeric40 unique values
0 missing
ATS1inumeric37 unique values
0 missing
Eig02_EA.bo.numeric19 unique values
0 missing
MATS3snumeric35 unique values
0 missing
ATS1mnumeric34 unique values
0 missing
Eig02_EA.dm.numeric9 unique values
0 missing
MATS3vnumeric41 unique values
0 missing
ATS1pnumeric36 unique values
0 missing
Eig02_EA.ed.numeric14 unique values
0 missing
MATS4enumeric44 unique values
0 missing
ATS1snumeric41 unique values
0 missing
Eig02_EA.ri.numeric32 unique values
0 missing
MATS4inumeric46 unique values
0 missing
ATS1vnumeric36 unique values
0 missing
Eig03_AEA.bo.numeric22 unique values
0 missing
MATS4mnumeric41 unique values
0 missing
ATS2enumeric36 unique values
0 missing
Eig03_AEA.dm.numeric26 unique values
0 missing
MATS4pnumeric43 unique values
0 missing
ATS2inumeric40 unique values
0 missing
Eig03_AEA.ed.numeric20 unique values
0 missing
MATS4snumeric43 unique values
0 missing
ATS2mnumeric44 unique values
0 missing
Eig03_AEA.ri.numeric33 unique values
0 missing
MATS4vnumeric39 unique values
0 missing
ATS2pnumeric38 unique values
0 missing
Eig03_EAnumeric23 unique values
0 missing
MATS5enumeric40 unique values
0 missing
ATS2snumeric39 unique values
0 missing
Eig03_EA.bo.numeric11 unique values
0 missing
MATS5inumeric39 unique values
0 missing
ATS2vnumeric40 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
MATS5mnumeric47 unique values
0 missing
ATS3enumeric42 unique values
0 missing
Eig03_EA.ed.numeric20 unique values
0 missing
MATS5pnumeric40 unique values
0 missing
ATS3inumeric44 unique values
0 missing
Eig04_AEA.bo.numeric25 unique values
0 missing
MATS5snumeric31 unique values
0 missing
ATS3mnumeric44 unique values
0 missing
Eig04_AEA.dm.numeric30 unique values
0 missing
MATS5vnumeric46 unique values
0 missing
ATS3pnumeric41 unique values
0 missing
Eig04_AEA.ri.numeric32 unique values
0 missing
MATS6enumeric38 unique values
0 missing
ATS3snumeric45 unique values
0 missing
Eig04_EA.bo.numeric16 unique values
0 missing
MATS6inumeric44 unique values
0 missing
ATS3vnumeric45 unique values
0 missing
Eig04_EA.dm.numeric9 unique values
0 missing
MATS6mnumeric42 unique values
0 missing
ATS4enumeric43 unique values
0 missing
Eig04_EA.ri.numeric31 unique values
0 missing
MATS6pnumeric41 unique values
0 missing
ATS4inumeric46 unique values
0 missing
Eig05_AEA.bo.numeric26 unique values
0 missing
MATS6snumeric40 unique values
0 missing
ATS4mnumeric42 unique values
0 missing
Eig05_AEA.dm.numeric28 unique values
0 missing
MATS6vnumeric37 unique values
0 missing
ATS4pnumeric44 unique values
0 missing
Eig05_AEA.ed.numeric24 unique values
0 missing
MATS7enumeric41 unique values
0 missing
ATS4snumeric45 unique values
0 missing
Eig05_AEA.ri.numeric40 unique values
0 missing
MATS7inumeric39 unique values
0 missing
ATS4vnumeric42 unique values
0 missing
Eig05_EAnumeric26 unique values
0 missing
MATS7mnumeric45 unique values
0 missing
ATS5enumeric44 unique values
0 missing
Eig05_EA.bo.numeric23 unique values
0 missing
MATS7pnumeric42 unique values
0 missing
ATS5inumeric46 unique values
0 missing
Eig05_EA.dm.numeric9 unique values
0 missing
MATS7snumeric42 unique values
0 missing
ATS5mnumeric43 unique values
0 missing
Eig05_EA.ed.numeric23 unique values
0 missing
MATS7vnumeric41 unique values
0 missing
ATS5pnumeric43 unique values
0 missing
Eig05_EA.ri.numeric42 unique values
0 missing
MATS8enumeric41 unique values
0 missing
ATS5snumeric47 unique values
0 missing
Eig06_AEA.bo.numeric32 unique values
0 missing
MATS8inumeric42 unique values
0 missing
ATS5vnumeric44 unique values
0 missing
Eig06_AEA.dm.numeric34 unique values
0 missing
MATS8mnumeric39 unique values
0 missing
ATS6enumeric44 unique values
0 missing
Eig06_AEA.ed.numeric25 unique values
0 missing
MATS8pnumeric39 unique values
0 missing
ATS6inumeric47 unique values
0 missing
Eig06_AEA.ri.numeric45 unique values
0 missing
MATS8snumeric39 unique values
0 missing
ATS6mnumeric41 unique values
0 missing
Eig06_EAnumeric28 unique values
0 missing
MATS8vnumeric39 unique values
0 missing
ATS6pnumeric45 unique values
0 missing
Eig06_EA.bo.numeric29 unique values
0 missing
MAXDNnumeric42 unique values
0 missing
ATS6snumeric45 unique values
0 missing
Eig06_EA.dm.numeric5 unique values
0 missing
MAXDPnumeric44 unique values
0 missing
ATS6vnumeric41 unique values
0 missing
Eig06_EA.ed.numeric27 unique values
0 missing
MCDnumeric18 unique values
0 missing
ATS7enumeric44 unique values
0 missing
Eig06_EA.ri.numeric42 unique values
0 missing
MDDDnumeric29 unique values
0 missing
ATS7inumeric43 unique values
0 missing
Eig07_AEA.bo.numeric29 unique values
0 missing
Menumeric25 unique values
0 missing
ATS7mnumeric41 unique values
0 missing
Eig07_AEA.dm.numeric29 unique values
0 missing
Minumeric15 unique values
0 missing
ATS7pnumeric45 unique values
0 missing
Eig07_AEA.ed.numeric26 unique values
0 missing
MLOGPnumeric32 unique values
0 missing
ATS7snumeric43 unique values
0 missing
Eig07_AEA.ri.numeric39 unique values
0 missing
MLOGP2numeric32 unique values
0 missing
ATS7vnumeric47 unique values
0 missing
Eig07_EAnumeric27 unique values
0 missing
Mpnumeric24 unique values
0 missing
ATS8enumeric44 unique values
0 missing
Eig07_EA.bo.numeric28 unique values
0 missing
MPC01numeric8 unique values
0 missing
ATS8inumeric43 unique values
0 missing
Eig07_EA.dm.numeric7 unique values
0 missing
MPC02numeric12 unique values
0 missing
ATS8mnumeric46 unique values
0 missing
Eig07_EA.ed.numeric26 unique values
0 missing
MPC03numeric15 unique values
0 missing
ATS8pnumeric44 unique values
0 missing
Eig07_EA.ri.numeric40 unique values
0 missing
MPC04numeric18 unique values
0 missing
ATS8snumeric44 unique values
0 missing
Eig08_AEA.bo.numeric19 unique values
0 missing
ATS8vnumeric46 unique values
0 missing
Eig08_AEA.dm.numeric29 unique values
0 missing
ATSC1enumeric37 unique values
0 missing
Eig08_AEA.ed.numeric24 unique values
0 missing
ATSC1inumeric35 unique values
0 missing
Eig08_AEA.ri.numeric38 unique values
0 missing
ATSC1mnumeric39 unique values
0 missing
Eig08_EAnumeric25 unique values
0 missing
ATSC1pnumeric39 unique values
0 missing
Eig08_EA.bo.numeric23 unique values
0 missing
ATSC1snumeric47 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
ATSC1vnumeric38 unique values
0 missing
Eig08_EA.ed.numeric25 unique values
0 missing
ATSC2enumeric40 unique values
0 missing
Eig08_EA.ri.numeric41 unique values
0 missing
ATSC2inumeric45 unique values
0 missing
Eig09_AEA.bo.numeric18 unique values
0 missing
ATSC2mnumeric46 unique values
0 missing
Eig09_AEA.dm.numeric29 unique values
0 missing
ATSC2pnumeric46 unique values
0 missing
Eig09_AEA.ed.numeric28 unique values
0 missing
ATSC2snumeric48 unique values
0 missing
Eig09_AEA.ri.numeric29 unique values
0 missing
ATSC2vnumeric45 unique values
0 missing
Eig09_EAnumeric21 unique values
0 missing
ATSC3enumeric44 unique values
0 missing
Eig09_EA.bo.numeric24 unique values
0 missing
ATSC3inumeric45 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
ATSC3mnumeric48 unique values
0 missing
Eig09_EA.ed.numeric28 unique values
0 missing
ATSC3pnumeric48 unique values
0 missing
Eig09_EA.ri.numeric29 unique values
0 missing
ATSC3snumeric48 unique values
0 missing
Eig10_AEA.bo.numeric23 unique values
0 missing
ATSC3vnumeric48 unique values
0 missing
Eig10_AEA.dm.numeric19 unique values
0 missing
ATSC4enumeric48 unique values
0 missing
Eig10_AEA.ed.numeric29 unique values
0 missing
ATSC4inumeric46 unique values
0 missing
Eig10_EA.bo.numeric21 unique values
0 missing
ATSC4mnumeric48 unique values
0 missing
Eig10_EA.ed.numeric29 unique values
0 missing
ATSC4pnumeric48 unique values
0 missing
Eig11_AEA.bo.numeric17 unique values
0 missing
ATSC4snumeric48 unique values
0 missing
Eig11_AEA.dm.numeric24 unique values
0 missing
ATSC4vnumeric48 unique values
0 missing
Eig11_AEA.ed.numeric24 unique values
0 missing
ATSC5enumeric46 unique values
0 missing
Eig11_AEA.ri.numeric29 unique values
0 missing
ATSC5inumeric46 unique values
0 missing
Eig11_EAnumeric21 unique values
0 missing
ATSC5mnumeric48 unique values
0 missing
Eig11_EA.bo.numeric20 unique values
0 missing
ATSC5pnumeric46 unique values
0 missing
Eig11_EA.ed.numeric27 unique values
0 missing
ATSC5snumeric48 unique values
0 missing
Eig11_EA.ri.numeric33 unique values
0 missing
ATSC5vnumeric48 unique values
0 missing
Eig12_AEA.bo.numeric25 unique values
0 missing
ATSC6enumeric46 unique values
0 missing
Eig12_AEA.dm.numeric27 unique values
0 missing
ATSC6inumeric43 unique values
0 missing
Eig12_AEA.ed.numeric26 unique values
0 missing
ATSC6mnumeric48 unique values
0 missing
Eig12_AEA.ri.numeric27 unique values
0 missing
ATSC6pnumeric46 unique values
0 missing
Eig12_EAnumeric17 unique values
0 missing
ATSC6snumeric48 unique values
0 missing
Eig12_EA.bo.numeric29 unique values
0 missing
ATSC6vnumeric47 unique values
0 missing
Eig12_EA.ed.numeric24 unique values
0 missing
ATSC7enumeric46 unique values
0 missing
Eig12_EA.ri.numeric27 unique values
0 missing
ATSC7inumeric48 unique values
0 missing
Eig13_AEA.bo.numeric23 unique values
0 missing
ATSC7mnumeric48 unique values
0 missing
Eig13_AEA.dm.numeric23 unique values
0 missing
ATSC7pnumeric48 unique values
0 missing
Eig13_AEA.ed.numeric23 unique values
0 missing
ATSC7snumeric48 unique values
0 missing
Eig13_AEA.ri.numeric24 unique values
0 missing
ATSC7vnumeric48 unique values
0 missing
Eig13_EAnumeric17 unique values
0 missing
ATSC8enumeric47 unique values
0 missing
Eig13_EA.bo.numeric26 unique values
0 missing
ATSC8inumeric48 unique values
0 missing
Eig13_EA.ed.numeric14 unique values
0 missing
ATSC8mnumeric48 unique values
0 missing
Eig13_EA.ri.numeric26 unique values
0 missing
ATSC8pnumeric47 unique values
0 missing
Eig14_AEA.bo.numeric20 unique values
0 missing
ATSC8snumeric48 unique values
0 missing
Eig14_AEA.dm.numeric24 unique values
0 missing
ATSC8vnumeric48 unique values
0 missing
Eig14_AEA.ed.numeric20 unique values
0 missing
BACnumeric17 unique values
0 missing
Eig14_AEA.ri.numeric30 unique values
0 missing
BBInumeric12 unique values
0 missing
Eig14_EAnumeric21 unique values
0 missing
BIC0numeric30 unique values
0 missing
Eig14_EA.bo.numeric17 unique values
0 missing
BIC1numeric38 unique values
0 missing
Eig14_EA.ed.numeric18 unique values
0 missing
BIC2numeric38 unique values
0 missing
Eig14_EA.ri.numeric30 unique values
0 missing
BIC3numeric27 unique values
0 missing
Eig15_AEA.bo.numeric20 unique values
0 missing
BIC4numeric20 unique values
0 missing
Eig15_AEA.dm.numeric20 unique values
0 missing
BIC5numeric19 unique values
0 missing
Eig15_AEA.ed.numeric20 unique values
0 missing
BIDnumeric10 unique values
0 missing
Eig15_AEA.ri.numeric32 unique values
0 missing
BLInumeric40 unique values
0 missing
Eig15_EAnumeric23 unique values
0 missing
BLTA96numeric29 unique values
0 missing
Eig15_EA.bo.numeric28 unique values
0 missing
BLTD48numeric28 unique values
0 missing
Eig15_EA.ed.numeric25 unique values
0 missing
BLTF96numeric27 unique values
0 missing
Eig15_EA.ri.numeric32 unique values
0 missing
C.numeric20 unique values
0 missing
Eta_alphanumeric30 unique values
0 missing
C.001numeric4 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
C.002numeric3 unique values
0 missing
Eta_Bnumeric22 unique values
0 missing
C.003numeric2 unique values
0 missing
Eta_B_Anumeric10 unique values
0 missing
C.005numeric4 unique values
0 missing
Eta_betanumeric26 unique values
0 missing
C.006numeric6 unique values
0 missing
Eta_beta_Anumeric31 unique values
0 missing
C.007numeric2 unique values
0 missing
Eta_betaPnumeric8 unique values
0 missing
C.008numeric3 unique values
0 missing
Eta_betaP_Anumeric19 unique values
0 missing
C.013numeric2 unique values
0 missing
Eta_betaSnumeric18 unique values
0 missing
C.014numeric2 unique values
0 missing
Eta_betaS_Anumeric23 unique values
0 missing
C.024numeric8 unique values
0 missing
Eta_Cnumeric48 unique values
0 missing
C.025numeric5 unique values
0 missing
Eta_C_Anumeric42 unique values
0 missing
C.026numeric4 unique values
0 missing
Eta_epsinumeric35 unique values
0 missing
C.027numeric2 unique values
0 missing
Eta_epsi_Anumeric31 unique values
0 missing
C.028numeric2 unique values
0 missing
Eta_Fnumeric48 unique values
0 missing
C.029numeric2 unique values
0 missing
Eta_F_Anumeric43 unique values
0 missing
C.031numeric2 unique values
0 missing
Eta_FLnumeric48 unique values
0 missing
C.033numeric2 unique values
0 missing
Eta_FL_Anumeric26 unique values
0 missing
C.034numeric3 unique values
0 missing
Eta_Lnumeric48 unique values
0 missing
C.035numeric2 unique values
0 missing
Eta_L_Anumeric22 unique values
0 missing
C.040numeric3 unique values
0 missing
Eta_sh_pnumeric32 unique values
0 missing
C.043numeric2 unique values
0 missing
Eta_sh_xnumeric10 unique values
0 missing
C.044numeric2 unique values
0 missing
Eta_sh_ynumeric32 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
F.083numeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
F.084numeric2 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
F.085numeric2 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GATS1enumeric32 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
GATS1inumeric39 unique values
0 missing
CATS2D_01_LLnumeric12 unique values
0 missing
GATS1mnumeric35 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
GATS1pnumeric36 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
GATS1snumeric34 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
GATS1vnumeric35 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
GATS2enumeric44 unique values
0 missing
CATS2D_02_LLnumeric12 unique values
0 missing
GATS2inumeric38 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
GATS2mnumeric40 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS2pnumeric39 unique values
0 missing
CATS2D_03_ALnumeric9 unique values
0 missing
GATS2snumeric37 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
GATS2vnumeric43 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
GATS3enumeric43 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
GATS3inumeric43 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
GATS3mnumeric44 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
GATS3pnumeric46 unique values
0 missing
CATS2D_03_LLnumeric10 unique values
0 missing
GATS3snumeric42 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS3vnumeric38 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS4enumeric48 unique values
0 missing
CATS2D_04_ALnumeric10 unique values
0 missing
GATS4inumeric39 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
GATS4mnumeric44 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
GATS4pnumeric45 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS4snumeric44 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GATS4vnumeric42 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
GATS5enumeric42 unique values
0 missing
CATS2D_04_LLnumeric7 unique values
0 missing
GATS5inumeric38 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS5mnumeric40 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS5pnumeric42 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
GATS5snumeric42 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS5vnumeric44 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
GATS6enumeric44 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS6inumeric44 unique values
0 missing
CATS2D_05_DLnumeric7 unique values
0 missing
GATS6mnumeric44 unique values
0 missing
CATS2D_05_LLnumeric6 unique values
0 missing
GATS6snumeric45 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS6vnumeric45 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
GATS7enumeric44 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
GATS7inumeric43 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS7mnumeric44 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
GATS7pnumeric44 unique values
0 missing
CATS2D_06_DLnumeric7 unique values
0 missing
GATS7snumeric44 unique values
0 missing
CATS2D_06_LLnumeric6 unique values
0 missing
GATS7vnumeric46 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
GATS8enumeric46 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
GATS8inumeric44 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
GATS8mnumeric43 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS8pnumeric44 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GATS8snumeric44 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
GATS8vnumeric39 unique values
0 missing
CATS2D_07_LLnumeric7 unique values
0 missing
GGI1numeric9 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
GGI10numeric26 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
GGI2numeric10 unique values
0 missing
CATS2D_08_ALnumeric7 unique values
0 missing
GGI3numeric19 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
GGI4numeric23 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
GGI5numeric26 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GGI6numeric27 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
GGI7numeric22 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
GGI9numeric24 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
GMTInumeric30 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
GMTIVnumeric48 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
GNarnumeric20 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
H.numeric29 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
H.046numeric4 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
H.047numeric14 unique values
0 missing
CATS2D_09_LLnumeric12 unique values
0 missing
H.048numeric3 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
H.049numeric2 unique values
0 missing
CENTnumeric29 unique values
0 missing
H.050numeric4 unique values
0 missing
Chi0_AEA.bo.numeric26 unique values
0 missing
H.052numeric6 unique values
0 missing
Chi0_AEA.dm.numeric26 unique values
0 missing
H.053numeric2 unique values
0 missing
Chi0_AEA.ed.numeric26 unique values
0 missing
HDcpxnumeric18 unique values
0 missing
Chi0_AEA.ri.numeric26 unique values
0 missing
HNarnumeric21 unique values
0 missing
Chi0_EAnumeric26 unique values
0 missing
HVcpxnumeric27 unique values
0 missing
Chi0_EA.bo.numeric34 unique values
0 missing
Hynumeric28 unique values
0 missing
Chi0_EA.dm.numeric32 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi0_EA.ed.numeric29 unique values
0 missing
IACnumeric36 unique values
0 missing
Chi0_EA.ri.numeric47 unique values
0 missing
IC0numeric36 unique values
0 missing
Chi1_AEA.bo.numeric28 unique values
0 missing
IC1numeric44 unique values
0 missing
Chi1_AEA.dm.numeric28 unique values
0 missing
IC2numeric44 unique values
0 missing
Chi1_AEA.ed.numeric28 unique values
0 missing
IC3numeric38 unique values
0 missing
Chi1_AEA.ri.numeric28 unique values
0 missing
IC4numeric31 unique values
0 missing
Chi1_EAnumeric28 unique values
0 missing
IC5numeric30 unique values
0 missing
Chi1_EA.bo.numeric35 unique values
0 missing
ICRnumeric24 unique values
0 missing
Chi1_EA.dm.numeric34 unique values
0 missing
IDDEnumeric20 unique values
0 missing
Chi1_EA.ed.numeric30 unique values
0 missing
IDDMnumeric22 unique values
0 missing
Chi1_EA.ri.numeric47 unique values
0 missing
IDEnumeric25 unique values
0 missing
CIC0numeric35 unique values
0 missing
IDETnumeric30 unique values
0 missing
CIC1numeric44 unique values
0 missing
IDMnumeric26 unique values
0 missing
CIC2numeric45 unique values
0 missing
IDMTnumeric30 unique values
0 missing
CIC3numeric39 unique values
0 missing
Infective.80numeric2 unique values
0 missing
CIC4numeric30 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
CIC5numeric30 unique values
0 missing
ISIZnumeric13 unique values
0 missing
CIDnumeric24 unique values
0 missing
IVDEnumeric20 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IVDMnumeric21 unique values
0 missing
CSInumeric26 unique values
0 missing
JGI1numeric19 unique values
0 missing
DBInumeric14 unique values
0 missing
JGI10numeric6 unique values
0 missing
D.Dtr05numeric30 unique values
0 missing
JGI2numeric19 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
48
Number of instances (rows) of the dataset.
NumberOfFeatures
586
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
585
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanKurtosisOfNumericAtts
3.37
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
190.14
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.2
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.07
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.3
Average class difference between consecutive instances.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.16
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
12.21
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.67
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.83
Second quartile (Median) of means among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanStdDevOfNumericAtts
28.55
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
0.28
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.09
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.14
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
48
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.77
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
52616.08
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
2.3
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
99.83
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.68
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.17
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
6.93
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
0.93
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
8673.04
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.44
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.51
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
0.63
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5538
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5538
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5538
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5538
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5538
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5538
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5538
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5538
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5538
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5538
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5538
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5538
0 runs - estimation_procedure: 50 times Clustering
Define a new task