Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3436

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3436

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: CHEMBL3436 (TID: 20120), and it has 48 rows and 480 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.

482 features

pXC50 (target)numeric32 unique values
0 missing
molecule_id (row identifier)nominal48 unique values
0 missing
Chi0_EA.dm.numeric40 unique values
0 missing
MATS4mnumeric41 unique values
0 missing
Chi0_EA.ed.numeric35 unique values
0 missing
SpMin1_Bh.p.numeric24 unique values
0 missing
Chi0_EA.ri.numeric44 unique values
0 missing
SpMin2_Bh.p.numeric35 unique values
0 missing
Chi1_AEA.bo.numeric33 unique values
0 missing
SsssCHnumeric41 unique values
0 missing
Chi1_AEA.dm.numeric33 unique values
0 missing
BLInumeric43 unique values
0 missing
Chi1_AEA.ed.numeric33 unique values
0 missing
GATS4mnumeric41 unique values
0 missing
Chi1_AEA.ri.numeric33 unique values
0 missing
GATS7mnumeric43 unique values
0 missing
Chi1_EAnumeric33 unique values
0 missing
X0Avnumeric37 unique values
0 missing
Chi1_EA.bo.numeric36 unique values
0 missing
X1Avnumeric37 unique values
0 missing
Chi1_EA.dm.numeric41 unique values
0 missing
X3Avnumeric29 unique values
0 missing
Chi1_EA.ed.numeric36 unique values
0 missing
X4Avnumeric25 unique values
0 missing
Chi1_EA.ri.numeric43 unique values
0 missing
X5Avnumeric23 unique values
0 missing
CIC0numeric37 unique values
0 missing
ATSC3mnumeric45 unique values
0 missing
CIC1numeric42 unique values
0 missing
MATS2inumeric41 unique values
0 missing
CIC2numeric42 unique values
0 missing
Eta_alpha_Anumeric28 unique values
0 missing
CIC3numeric41 unique values
0 missing
GATS1pnumeric41 unique values
0 missing
CIC4numeric36 unique values
0 missing
GATS3pnumeric44 unique values
0 missing
CIC5numeric36 unique values
0 missing
Mpnumeric33 unique values
0 missing
CIDnumeric29 unique values
0 missing
nArXnumeric2 unique values
0 missing
Cl.089numeric2 unique values
0 missing
nHMnumeric4 unique values
0 missing
CMC.50numeric2 unique values
0 missing
SpMax1_Bh.m.numeric17 unique values
0 missing
CMC.80numeric2 unique values
0 missing
X2Avnumeric38 unique values
0 missing
CSInumeric33 unique values
0 missing
ATSC8mnumeric47 unique values
0 missing
DBInumeric19 unique values
0 missing
GATS2inumeric39 unique values
0 missing
D.Dtr05numeric21 unique values
0 missing
GGI5numeric27 unique values
0 missing
D.Dtr06numeric36 unique values
0 missing
GATS4pnumeric46 unique values
0 missing
D.Dtr09numeric4 unique values
0 missing
X4vnumeric46 unique values
0 missing
DECCnumeric34 unique values
0 missing
GATS3mnumeric41 unique values
0 missing
DELSnumeric47 unique values
0 missing
MATS4pnumeric42 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
Eta_F_Anumeric44 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATSC6snumeric47 unique values
0 missing
DLS_01numeric2 unique values
0 missing
SpMax2_Bh.m.numeric18 unique values
0 missing
DLS_02numeric3 unique values
0 missing
GATS3snumeric43 unique values
0 missing
DLS_03numeric3 unique values
0 missing
C.026numeric4 unique values
0 missing
DLS_04numeric4 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
DLS_05numeric2 unique values
0 missing
SpMAD_EA.ri.numeric36 unique values
0 missing
DLS_06numeric3 unique values
0 missing
SpMax5_Bh.s.numeric32 unique values
0 missing
DLS_07numeric2 unique values
0 missing
MWnumeric40 unique values
0 missing
DLS_consnumeric14 unique values
0 missing
X2vnumeric46 unique values
0 missing
Dznumeric35 unique values
0 missing
AACnumeric37 unique values
0 missing
ECCnumeric33 unique values
0 missing
AECCnumeric34 unique values
0 missing
Eig01_AEA.bo.numeric18 unique values
0 missing
ALOGPnumeric43 unique values
0 missing
Eig01_AEA.dm.numeric31 unique values
0 missing
ALOGP2numeric43 unique values
0 missing
Eig01_AEA.ed.numeric14 unique values
0 missing
AMRnumeric43 unique values
0 missing
Eig01_AEA.ri.numeric22 unique values
0 missing
AMWnumeric40 unique values
0 missing
Eig01_EAnumeric18 unique values
0 missing
ARRnumeric24 unique values
0 missing
Eig01_EA.bo.numeric15 unique values
0 missing
ATS1enumeric40 unique values
0 missing
Eig01_EA.dm.numeric15 unique values
0 missing
ATS1inumeric41 unique values
0 missing
Eig01_EA.ed.numeric17 unique values
0 missing
ATS1mnumeric40 unique values
0 missing
Eig01_EA.ri.numeric25 unique values
0 missing
ATS1pnumeric38 unique values
0 missing
Eig02_AEA.bo.numeric19 unique values
0 missing
ATS1snumeric44 unique values
0 missing
Eig02_AEA.dm.numeric33 unique values
0 missing
ATS1vnumeric39 unique values
0 missing
Eig02_AEA.ed.numeric13 unique values
0 missing
ATS2enumeric40 unique values
0 missing
Eig02_AEA.ri.numeric26 unique values
0 missing
ATS2inumeric43 unique values
0 missing
Eig02_EAnumeric25 unique values
0 missing
ATS2mnumeric41 unique values
0 missing
Eig02_EA.bo.numeric13 unique values
0 missing
ATS2pnumeric42 unique values
0 missing
Eig02_EA.dm.numeric11 unique values
0 missing
ATS2snumeric44 unique values
0 missing
Eig02_EA.ed.numeric18 unique values
0 missing
ATS2vnumeric41 unique values
0 missing
Eig02_EA.ri.numeric24 unique values
0 missing
ATS3enumeric42 unique values
0 missing
Eig03_AEA.bo.numeric25 unique values
0 missing
ATS3inumeric42 unique values
0 missing
Eig03_AEA.dm.numeric33 unique values
0 missing
ATS3mnumeric43 unique values
0 missing
Eig03_AEA.ed.numeric18 unique values
0 missing
ATS3pnumeric44 unique values
0 missing
Eig03_AEA.ri.numeric33 unique values
0 missing
ATS3snumeric44 unique values
0 missing
Eig03_EAnumeric31 unique values
0 missing
ATS3vnumeric41 unique values
0 missing
Eig03_EA.bo.numeric20 unique values
0 missing
ATS4enumeric44 unique values
0 missing
Eig03_EA.dm.numeric7 unique values
0 missing
ATS4inumeric45 unique values
0 missing
Eig03_EA.ed.numeric23 unique values
0 missing
ATS4mnumeric45 unique values
0 missing
Eig03_EA.ri.numeric29 unique values
0 missing
ATS4pnumeric43 unique values
0 missing
Eig04_AEA.bo.numeric29 unique values
0 missing
ATS4snumeric45 unique values
0 missing
Eig04_AEA.dm.numeric31 unique values
0 missing
ATS4vnumeric45 unique values
0 missing
Eig04_AEA.ed.numeric24 unique values
0 missing
ATS5enumeric43 unique values
0 missing
Eig04_AEA.ri.numeric35 unique values
0 missing
ATS5inumeric44 unique values
0 missing
Eig04_EAnumeric30 unique values
0 missing
ATS5mnumeric42 unique values
0 missing
Eig04_EA.bo.numeric27 unique values
0 missing
ATS5pnumeric45 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
ATS5snumeric45 unique values
0 missing
Eig04_EA.ed.numeric28 unique values
0 missing
ATS5vnumeric47 unique values
0 missing
Eig04_EA.ri.numeric37 unique values
0 missing
ATS6enumeric44 unique values
0 missing
Eig05_AEA.bo.numeric31 unique values
0 missing
ATS6inumeric45 unique values
0 missing
Eig05_AEA.dm.numeric38 unique values
0 missing
ATS6mnumeric45 unique values
0 missing
Eig05_AEA.ed.numeric32 unique values
0 missing
ATS6pnumeric46 unique values
0 missing
Eig05_AEA.ri.numeric42 unique values
0 missing
ATS6snumeric46 unique values
0 missing
Eig05_EAnumeric35 unique values
0 missing
ATS6vnumeric45 unique values
0 missing
Eig05_EA.bo.numeric27 unique values
0 missing
ATS7enumeric46 unique values
0 missing
Eig05_EA.dm.numeric7 unique values
0 missing
ATS7inumeric45 unique values
0 missing
Eig05_EA.ed.numeric33 unique values
0 missing
ATS7mnumeric47 unique values
0 missing
Eig05_EA.ri.numeric42 unique values
0 missing
ATS7pnumeric46 unique values
0 missing
Eig06_AEA.bo.numeric30 unique values
0 missing
ATS7snumeric46 unique values
0 missing
Eig06_AEA.dm.numeric42 unique values
0 missing
ATS7vnumeric47 unique values
0 missing
Eig06_AEA.ed.numeric32 unique values
0 missing
ATS8enumeric45 unique values
0 missing
Eig06_AEA.ri.numeric43 unique values
0 missing
ATS8inumeric46 unique values
0 missing
Eig06_EAnumeric32 unique values
0 missing
ATS8mnumeric45 unique values
0 missing
Eig06_EA.bo.numeric32 unique values
0 missing
ATS8pnumeric44 unique values
0 missing
Eig06_EA.dm.numeric3 unique values
0 missing
ATS8snumeric46 unique values
0 missing
Eig06_EA.ed.numeric34 unique values
0 missing
ATS8vnumeric46 unique values
0 missing
Eig06_EA.ri.numeric43 unique values
0 missing
ATSC1enumeric37 unique values
0 missing
Eig07_AEA.bo.numeric28 unique values
0 missing
ATSC1inumeric40 unique values
0 missing
Eig07_AEA.dm.numeric43 unique values
0 missing
ATSC1mnumeric42 unique values
0 missing
Eig07_AEA.ed.numeric31 unique values
0 missing
ATSC1pnumeric42 unique values
0 missing
Eig07_AEA.ri.numeric41 unique values
0 missing
ATSC1snumeric44 unique values
0 missing
Eig07_EAnumeric31 unique values
0 missing
ATSC1vnumeric42 unique values
0 missing
Eig07_EA.bo.numeric29 unique values
0 missing
ATSC2enumeric42 unique values
0 missing
Eig07_EA.dm.numeric3 unique values
0 missing
ATSC2inumeric43 unique values
0 missing
Eig07_EA.ed.numeric34 unique values
0 missing
ATSC2mnumeric43 unique values
0 missing
Eig07_EA.ri.numeric38 unique values
0 missing
ATSC2pnumeric42 unique values
0 missing
Eig08_AEA.bo.numeric25 unique values
0 missing
ATSC2snumeric46 unique values
0 missing
Eig08_AEA.dm.numeric37 unique values
0 missing
ATSC2vnumeric43 unique values
0 missing
Eig08_AEA.ed.numeric28 unique values
0 missing
ATSC3enumeric44 unique values
0 missing
Eig08_AEA.ri.numeric33 unique values
0 missing
ATSC3inumeric43 unique values
0 missing
Eig08_EAnumeric26 unique values
0 missing
ATSC3pnumeric45 unique values
0 missing
Eig08_EA.bo.numeric27 unique values
0 missing
ATSC3snumeric47 unique values
0 missing
Eig08_EA.ed.numeric31 unique values
0 missing
ATSC3vnumeric44 unique values
0 missing
Eig08_EA.ri.numeric32 unique values
0 missing
ATSC4enumeric40 unique values
0 missing
Eig09_AEA.bo.numeric32 unique values
0 missing
ATSC4inumeric45 unique values
0 missing
Eig09_AEA.dm.numeric36 unique values
0 missing
ATSC4mnumeric46 unique values
0 missing
Eig09_AEA.ed.numeric30 unique values
0 missing
ATSC4pnumeric46 unique values
0 missing
Eig09_AEA.ri.numeric39 unique values
0 missing
ATSC4snumeric47 unique values
0 missing
Eig09_EAnumeric32 unique values
0 missing
ATSC4vnumeric45 unique values
0 missing
Eig09_EA.bo.numeric33 unique values
0 missing
ATSC5enumeric46 unique values
0 missing
Eig09_EA.ed.numeric34 unique values
0 missing
ATSC5inumeric45 unique values
0 missing
Eig09_EA.ri.numeric40 unique values
0 missing
ATSC5mnumeric47 unique values
0 missing
Eig10_AEA.bo.numeric30 unique values
0 missing
ATSC5pnumeric47 unique values
0 missing
Eig10_AEA.dm.numeric30 unique values
0 missing
ATSC5snumeric47 unique values
0 missing
Eig10_AEA.ed.numeric28 unique values
0 missing
ATSC5vnumeric46 unique values
0 missing
Eig10_AEA.ri.numeric36 unique values
0 missing
ATSC6enumeric46 unique values
0 missing
Eig10_EAnumeric27 unique values
0 missing
ATSC6inumeric46 unique values
0 missing
Eig10_EA.bo.numeric30 unique values
0 missing
ATSC6mnumeric47 unique values
0 missing
Eig10_EA.ed.numeric32 unique values
0 missing
ATSC6pnumeric47 unique values
0 missing
Eig10_EA.ri.numeric32 unique values
0 missing
ATSC6vnumeric47 unique values
0 missing
Eig11_AEA.bo.numeric36 unique values
0 missing
ATSC7enumeric46 unique values
0 missing
Eig11_AEA.dm.numeric29 unique values
0 missing
ATSC7inumeric44 unique values
0 missing
Eig11_AEA.ed.numeric29 unique values
0 missing
ATSC7mnumeric47 unique values
0 missing
Eig11_AEA.ri.numeric43 unique values
0 missing
ATSC7pnumeric47 unique values
0 missing
Eig11_EAnumeric31 unique values
0 missing
ATSC7snumeric47 unique values
0 missing
Eig11_EA.bo.numeric37 unique values
0 missing
ATSC7vnumeric47 unique values
0 missing
Eig11_EA.ed.numeric35 unique values
0 missing
ATSC8enumeric46 unique values
0 missing
Eig11_EA.ri.numeric40 unique values
0 missing
ATSC8inumeric44 unique values
0 missing
Eig12_AEA.bo.numeric35 unique values
0 missing
ATSC8pnumeric46 unique values
0 missing
Eig12_AEA.dm.numeric28 unique values
0 missing
ATSC8snumeric47 unique values
0 missing
Eig12_AEA.ed.numeric30 unique values
0 missing
ATSC8vnumeric47 unique values
0 missing
Eig12_AEA.ri.numeric38 unique values
0 missing
BACnumeric21 unique values
0 missing
Eig12_EAnumeric33 unique values
0 missing
BBInumeric18 unique values
0 missing
Eig12_EA.bo.numeric37 unique values
0 missing
BIC0numeric32 unique values
0 missing
Eig12_EA.ed.numeric34 unique values
0 missing
BIC1numeric37 unique values
0 missing
Eig12_EA.ri.numeric33 unique values
0 missing
BIC2numeric38 unique values
0 missing
Eig13_AEA.bo.numeric34 unique values
0 missing
BIC3numeric32 unique values
0 missing
Eig13_AEA.dm.numeric38 unique values
0 missing
BIC4numeric30 unique values
0 missing
Eig13_AEA.ed.numeric25 unique values
0 missing
BIC5numeric29 unique values
0 missing
Eig13_AEA.ri.numeric42 unique values
0 missing
BIDnumeric17 unique values
0 missing
Eig13_EAnumeric35 unique values
0 missing
BLTA96numeric37 unique values
0 missing
Eig13_EA.bo.numeric34 unique values
0 missing
BLTD48numeric38 unique values
0 missing
Eig13_EA.ed.numeric35 unique values
0 missing
BLTF96numeric38 unique values
0 missing
Eig13_EA.ri.numeric38 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig14_AEA.bo.numeric35 unique values
0 missing
C.numeric28 unique values
0 missing
Eig14_AEA.dm.numeric36 unique values
0 missing
C.001numeric2 unique values
0 missing
Eig14_AEA.ed.numeric25 unique values
0 missing
C.002numeric3 unique values
0 missing
Eig14_AEA.ri.numeric41 unique values
0 missing
C.005numeric2 unique values
0 missing
Eig14_EAnumeric31 unique values
0 missing
C.006numeric5 unique values
0 missing
Eig14_EA.bo.numeric31 unique values
0 missing
C.007numeric2 unique values
0 missing
Eig14_EA.ed.numeric31 unique values
0 missing
C.010numeric2 unique values
0 missing
Eig14_EA.ri.numeric33 unique values
0 missing
C.013numeric3 unique values
0 missing
Eig15_AEA.bo.numeric33 unique values
0 missing
C.014numeric2 unique values
0 missing
Eig15_AEA.dm.numeric35 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig15_AEA.ed.numeric21 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig15_AEA.ri.numeric41 unique values
0 missing
C.024numeric7 unique values
0 missing
Eig15_EAnumeric32 unique values
0 missing
C.025numeric5 unique values
0 missing
Eig15_EA.bo.numeric28 unique values
0 missing
C.027numeric3 unique values
0 missing
Eig15_EA.ed.numeric31 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig15_EA.ri.numeric31 unique values
0 missing
C.033numeric2 unique values
0 missing
Eta_alphanumeric38 unique values
0 missing
C.034numeric3 unique values
0 missing
Eta_Bnumeric20 unique values
0 missing
C.040numeric3 unique values
0 missing
Eta_B_Anumeric18 unique values
0 missing
C.043numeric2 unique values
0 missing
Eta_betanumeric32 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_beta_Anumeric36 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_betaPnumeric10 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eta_betaP_Anumeric32 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eta_betaSnumeric27 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_betaS_Anumeric29 unique values
0 missing
CATS2D_01_LLnumeric11 unique values
0 missing
Eta_Cnumeric47 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_C_Anumeric41 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
Eta_epsinumeric40 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
Eta_epsi_Anumeric36 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eta_Fnumeric47 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
Eta_FLnumeric41 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
Eta_FL_Anumeric35 unique values
0 missing
CATS2D_02_LLnumeric7 unique values
0 missing
Eta_Lnumeric45 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
Eta_L_Anumeric33 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
Eta_sh_pnumeric34 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
Eta_sh_xnumeric11 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
Eta_sh_ynumeric32 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
F.083numeric4 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
F.085numeric2 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
GATS1enumeric40 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS1inumeric42 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
GATS1mnumeric40 unique values
0 missing
CATS2D_03_LLnumeric7 unique values
0 missing
GATS1snumeric42 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
GATS1vnumeric41 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS2enumeric43 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS2mnumeric31 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
GATS2pnumeric40 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
GATS2snumeric42 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS2vnumeric36 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS3enumeric42 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
GATS3inumeric43 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
GATS3vnumeric39 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
GATS4enumeric45 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS4inumeric41 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
GATS4snumeric46 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS4vnumeric39 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS5enumeric46 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS5inumeric46 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GATS5mnumeric43 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
GATS5pnumeric42 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS5snumeric46 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS5vnumeric40 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GATS6enumeric47 unique values
0 missing
CATS2D_06_ALnumeric4 unique values
0 missing
GATS6inumeric43 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS6mnumeric37 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS6pnumeric44 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
GATS6snumeric45 unique values
0 missing
CATS2D_06_LLnumeric10 unique values
0 missing
GATS6vnumeric41 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GATS7enumeric45 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GATS7inumeric44 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GATS7pnumeric43 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
GATS7snumeric44 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
GATS7vnumeric40 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
CATS2D_07_LLnumeric11 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
CATS2D_08_LLnumeric9 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
CATS2D_09_LLnumeric9 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
CENTnumeric36 unique values
0 missing
Chi0_AEA.bo.numeric32 unique values
0 missing
Chi0_AEA.dm.numeric32 unique values
0 missing
Chi0_AEA.ed.numeric32 unique values
0 missing
Chi0_AEA.ri.numeric32 unique values
0 missing
Chi0_EAnumeric32 unique values
0 missing
Chi0_EA.bo.numeric36 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
48
Number of instances (rows) of the dataset.
NumberOfFeatures
482
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
481
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
6.93
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.
Quartile3SkewnessOfNumericAtts
1.27
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
408.86
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.83
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.84
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
0.46
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
4.36
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
9.96
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.06
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.15
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.1
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
10.04
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
1.03
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.3
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.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
3.45
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
0.46
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.08
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.29
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
48
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.93
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
1013.33
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
2.39
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
99.79
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.35
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.58
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.21
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3436
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3436
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3436
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3436
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3436
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3436
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3436
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3436
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3436
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3436
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3436
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3436
0 runs - estimation_procedure: 50 times Clustering
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