Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1770034

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1770034

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 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: CHEMBL1770034 (TID: 104126), and it has 76 rows and 519 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.

521 features

pXC50 (target)numeric20 unique values
0 missing
molecule_id (row identifier)nominal76 unique values
0 missing
Chi1_EA.dm.numeric75 unique values
0 missing
H.046numeric9 unique values
0 missing
GATS1snumeric68 unique values
0 missing
Chi1_EA.ed.numeric76 unique values
0 missing
H.047numeric25 unique values
0 missing
AACnumeric70 unique values
0 missing
Chi1_EA.ri.numeric76 unique values
0 missing
H.048numeric4 unique values
0 missing
AECCnumeric76 unique values
0 missing
CIC0numeric73 unique values
0 missing
H.049numeric5 unique values
0 missing
ALOGPnumeric76 unique values
0 missing
CIC1numeric75 unique values
0 missing
H.050numeric7 unique values
0 missing
ALOGP2numeric76 unique values
0 missing
CIC2numeric71 unique values
0 missing
H.051numeric5 unique values
0 missing
AMRnumeric76 unique values
0 missing
CIC3numeric74 unique values
0 missing
H.052numeric12 unique values
0 missing
AMWnumeric72 unique values
0 missing
CIC4numeric72 unique values
0 missing
H.053numeric5 unique values
0 missing
ARRnumeric63 unique values
0 missing
CIC5numeric71 unique values
0 missing
ATS1enumeric71 unique values
0 missing
CIDnumeric72 unique values
0 missing
ATS1inumeric72 unique values
0 missing
Cl.089numeric3 unique values
0 missing
ATS1mnumeric73 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ATS1pnumeric70 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATS1snumeric71 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATS1vnumeric69 unique values
0 missing
CSInumeric74 unique values
0 missing
ATS2enumeric72 unique values
0 missing
DBInumeric33 unique values
0 missing
ATS2inumeric72 unique values
0 missing
D.Dtr03numeric4 unique values
0 missing
ATS2mnumeric74 unique values
0 missing
D.Dtr05numeric55 unique values
0 missing
ATS2pnumeric73 unique values
0 missing
D.Dtr06numeric76 unique values
0 missing
ATS2snumeric76 unique values
0 missing
D.Dtr07numeric5 unique values
0 missing
ATS2vnumeric75 unique values
0 missing
D.Dtr08numeric3 unique values
0 missing
ATS3enumeric76 unique values
0 missing
D.Dtr09numeric39 unique values
0 missing
ATS3inumeric73 unique values
0 missing
D.Dtr10numeric31 unique values
0 missing
ATS3mnumeric73 unique values
0 missing
D.Dtr11numeric5 unique values
0 missing
ATS3pnumeric72 unique values
0 missing
D.Dtr12numeric5 unique values
0 missing
ATS3snumeric70 unique values
0 missing
DECCnumeric75 unique values
0 missing
ATS3vnumeric72 unique values
0 missing
DELSnumeric76 unique values
0 missing
ATS4enumeric74 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ATS4inumeric76 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS4mnumeric72 unique values
0 missing
DLS_01numeric3 unique values
0 missing
ATS4pnumeric71 unique values
0 missing
DLS_02numeric5 unique values
0 missing
ATS4snumeric75 unique values
0 missing
DLS_03numeric3 unique values
0 missing
ATS4vnumeric75 unique values
0 missing
DLS_04numeric8 unique values
0 missing
ATS5enumeric74 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS5inumeric75 unique values
0 missing
DLS_06numeric3 unique values
0 missing
ATS5mnumeric74 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS5pnumeric75 unique values
0 missing
DLS_consnumeric23 unique values
0 missing
ATS5snumeric75 unique values
0 missing
Dznumeric57 unique values
0 missing
ATS5vnumeric74 unique values
0 missing
ECCnumeric75 unique values
0 missing
ATS6enumeric72 unique values
0 missing
Eig01_AEA.bo.numeric65 unique values
0 missing
ATS6inumeric74 unique values
0 missing
Eig01_AEA.dm.numeric66 unique values
0 missing
ATS6mnumeric73 unique values
0 missing
Eig01_AEA.ed.numeric70 unique values
0 missing
ATS6pnumeric75 unique values
0 missing
Eig01_AEA.ri.numeric68 unique values
0 missing
ATS6snumeric75 unique values
0 missing
Eig01_EAnumeric64 unique values
0 missing
ATS6vnumeric73 unique values
0 missing
Eig01_EA.bo.numeric62 unique values
0 missing
ATS7enumeric74 unique values
0 missing
Eig01_EA.dm.numeric29 unique values
0 missing
ATS7inumeric75 unique values
0 missing
Eig01_EA.ed.numeric72 unique values
0 missing
ATS7mnumeric75 unique values
0 missing
Eig01_EA.ri.numeric70 unique values
0 missing
ATS7pnumeric75 unique values
0 missing
Eig02_AEA.bo.numeric71 unique values
0 missing
ATS7snumeric74 unique values
0 missing
Eig02_AEA.dm.numeric74 unique values
0 missing
ATS7vnumeric75 unique values
0 missing
Eig02_AEA.ed.numeric73 unique values
0 missing
ATS8enumeric73 unique values
0 missing
Eig02_AEA.ri.numeric71 unique values
0 missing
ATS8inumeric75 unique values
0 missing
Eig02_EAnumeric71 unique values
0 missing
ATS8mnumeric75 unique values
0 missing
Eig02_EA.bo.numeric69 unique values
0 missing
ATS8pnumeric75 unique values
0 missing
Eig02_EA.dm.numeric23 unique values
0 missing
ATS8snumeric76 unique values
0 missing
Eig02_EA.ed.numeric74 unique values
0 missing
ATS8vnumeric74 unique values
0 missing
Eig02_EA.ri.numeric71 unique values
0 missing
ATSC1enumeric67 unique values
0 missing
Eig03_AEA.bo.numeric71 unique values
0 missing
ATSC1inumeric72 unique values
0 missing
Eig03_AEA.dm.numeric74 unique values
0 missing
ATSC1mnumeric75 unique values
0 missing
Eig03_AEA.ed.numeric72 unique values
0 missing
ATSC1pnumeric75 unique values
0 missing
Eig03_AEA.ri.numeric71 unique values
0 missing
ATSC1snumeric76 unique values
0 missing
Eig03_EAnumeric69 unique values
0 missing
ATSC1vnumeric75 unique values
0 missing
Eig03_EA.bo.numeric70 unique values
0 missing
ATSC2enumeric69 unique values
0 missing
Eig03_EA.dm.numeric14 unique values
0 missing
ATSC2inumeric72 unique values
0 missing
Eig03_EA.ed.numeric75 unique values
0 missing
ATSC2mnumeric75 unique values
0 missing
Eig03_EA.ri.numeric72 unique values
0 missing
ATSC2pnumeric75 unique values
0 missing
Eig04_AEA.bo.numeric70 unique values
0 missing
ATSC2snumeric76 unique values
0 missing
Eig04_AEA.dm.numeric74 unique values
0 missing
ATSC2vnumeric76 unique values
0 missing
Eig04_AEA.ed.numeric74 unique values
0 missing
ATSC3enumeric74 unique values
0 missing
Eig04_AEA.ri.numeric71 unique values
0 missing
ATSC3inumeric75 unique values
0 missing
Eig04_EAnumeric73 unique values
0 missing
ATSC3mnumeric76 unique values
0 missing
Eig04_EA.bo.numeric73 unique values
0 missing
ATSC3pnumeric75 unique values
0 missing
Eig04_EA.dm.numeric14 unique values
0 missing
ATSC3snumeric76 unique values
0 missing
Eig04_EA.ed.numeric73 unique values
0 missing
ATSC3vnumeric75 unique values
0 missing
Eig04_EA.ri.numeric73 unique values
0 missing
ATSC4enumeric71 unique values
0 missing
Eig05_AEA.bo.numeric71 unique values
0 missing
ATSC4inumeric74 unique values
0 missing
Eig05_AEA.dm.numeric73 unique values
0 missing
ATSC4mnumeric76 unique values
0 missing
Eig05_AEA.ed.numeric72 unique values
0 missing
ATSC4pnumeric76 unique values
0 missing
Eig05_AEA.ri.numeric75 unique values
0 missing
ATSC4snumeric76 unique values
0 missing
Eig05_EAnumeric72 unique values
0 missing
ATSC4vnumeric76 unique values
0 missing
Eig05_EA.bo.numeric70 unique values
0 missing
ATSC5enumeric75 unique values
0 missing
Eig05_EA.dm.numeric10 unique values
0 missing
ATSC5inumeric75 unique values
0 missing
Eig05_EA.ed.numeric76 unique values
0 missing
ATSC5mnumeric76 unique values
0 missing
Eig05_EA.ri.numeric74 unique values
0 missing
ATSC5pnumeric76 unique values
0 missing
Eig06_AEA.bo.numeric70 unique values
0 missing
ATSC5snumeric76 unique values
0 missing
Eig06_AEA.dm.numeric73 unique values
0 missing
ATSC5vnumeric76 unique values
0 missing
Eig06_AEA.ed.numeric72 unique values
0 missing
ATSC6enumeric75 unique values
0 missing
Eig06_AEA.ri.numeric73 unique values
0 missing
ATSC6inumeric74 unique values
0 missing
Eig06_EAnumeric71 unique values
0 missing
ATSC6mnumeric76 unique values
0 missing
Eig06_EA.bo.numeric71 unique values
0 missing
ATSC6pnumeric76 unique values
0 missing
Eig06_EA.dm.numeric9 unique values
0 missing
ATSC6snumeric76 unique values
0 missing
Eig06_EA.ed.numeric75 unique values
0 missing
ATSC6vnumeric76 unique values
0 missing
Eig06_EA.ri.numeric74 unique values
0 missing
ATSC7enumeric74 unique values
0 missing
Eig07_AEA.bo.numeric68 unique values
0 missing
ATSC7inumeric75 unique values
0 missing
Eig07_AEA.dm.numeric72 unique values
0 missing
ATSC7mnumeric76 unique values
0 missing
Eig07_AEA.ed.numeric72 unique values
0 missing
ATSC7pnumeric75 unique values
0 missing
Eig07_AEA.ri.numeric70 unique values
0 missing
ATSC7snumeric76 unique values
0 missing
Eig07_EAnumeric69 unique values
0 missing
ATSC7vnumeric76 unique values
0 missing
Eig07_EA.bo.numeric74 unique values
0 missing
ATSC8enumeric75 unique values
0 missing
Eig07_EA.dm.numeric8 unique values
0 missing
ATSC8inumeric73 unique values
0 missing
Eig07_EA.ed.numeric76 unique values
0 missing
ATSC8mnumeric76 unique values
0 missing
Eig07_EA.ri.numeric72 unique values
0 missing
ATSC8pnumeric76 unique values
0 missing
Eig08_AEA.bo.numeric69 unique values
0 missing
ATSC8snumeric76 unique values
0 missing
Eig08_AEA.dm.numeric72 unique values
0 missing
ATSC8vnumeric76 unique values
0 missing
Eig08_AEA.ed.numeric73 unique values
0 missing
BACnumeric34 unique values
0 missing
Eig08_AEA.ri.numeric74 unique values
0 missing
BBInumeric35 unique values
0 missing
Eig08_EAnumeric71 unique values
0 missing
BIC0numeric49 unique values
0 missing
Eig08_EA.bo.numeric71 unique values
0 missing
BIC1numeric60 unique values
0 missing
Eig08_EA.dm.numeric5 unique values
0 missing
BIC2numeric64 unique values
0 missing
Eig08_EA.ed.numeric73 unique values
0 missing
BIC3numeric57 unique values
0 missing
Eig08_EA.ri.numeric73 unique values
0 missing
BIC4numeric56 unique values
0 missing
Eig09_AEA.bo.numeric66 unique values
0 missing
BIC5numeric56 unique values
0 missing
Eig09_AEA.dm.numeric74 unique values
0 missing
BIDnumeric44 unique values
0 missing
Eig09_AEA.ed.numeric74 unique values
0 missing
BLInumeric62 unique values
0 missing
Eig09_AEA.ri.numeric70 unique values
0 missing
BLTA96numeric69 unique values
0 missing
Eig09_EAnumeric66 unique values
0 missing
BLTD48numeric66 unique values
0 missing
Eig09_EA.bo.numeric71 unique values
0 missing
BLTF96numeric66 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig09_EA.ed.numeric71 unique values
0 missing
C.numeric63 unique values
0 missing
Eig09_EA.ri.numeric72 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig10_AEA.bo.numeric70 unique values
0 missing
C.002numeric8 unique values
0 missing
Eig10_AEA.dm.numeric71 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig10_AEA.ed.numeric75 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig10_AEA.ri.numeric73 unique values
0 missing
C.005numeric5 unique values
0 missing
Eig10_EAnumeric67 unique values
0 missing
C.006numeric9 unique values
0 missing
Eig10_EA.bo.numeric71 unique values
0 missing
C.007numeric2 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
C.008numeric4 unique values
0 missing
Eig10_EA.ed.numeric73 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig10_EA.ri.numeric69 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig11_AEA.bo.numeric68 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig11_AEA.dm.numeric67 unique values
0 missing
C.013numeric3 unique values
0 missing
Eig11_AEA.ed.numeric69 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig11_AEA.ri.numeric69 unique values
0 missing
C.016numeric4 unique values
0 missing
Eig11_EAnumeric64 unique values
0 missing
C.017numeric3 unique values
0 missing
Eig11_EA.bo.numeric69 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig11_EA.ed.numeric68 unique values
0 missing
C.021numeric2 unique values
0 missing
Eig11_EA.ri.numeric67 unique values
0 missing
C.022numeric3 unique values
0 missing
Eig12_AEA.bo.numeric70 unique values
0 missing
C.024numeric14 unique values
0 missing
Eig12_AEA.dm.numeric69 unique values
0 missing
C.025numeric8 unique values
0 missing
Eig12_AEA.ed.numeric66 unique values
0 missing
C.026numeric8 unique values
0 missing
Eig12_AEA.ri.numeric68 unique values
0 missing
C.027numeric4 unique values
0 missing
Eig12_EAnumeric65 unique values
0 missing
C.028numeric4 unique values
0 missing
Eig12_EA.bo.numeric67 unique values
0 missing
C.029numeric4 unique values
0 missing
Eig12_EA.ed.numeric68 unique values
0 missing
C.030numeric2 unique values
0 missing
Eig12_EA.ri.numeric69 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig13_AEA.bo.numeric67 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig13_AEA.dm.numeric71 unique values
0 missing
C.033numeric3 unique values
0 missing
Eig13_AEA.ed.numeric64 unique values
0 missing
C.034numeric5 unique values
0 missing
Eig13_AEA.ri.numeric69 unique values
0 missing
C.035numeric2 unique values
0 missing
Eig13_EAnumeric64 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig13_EA.bo.numeric65 unique values
0 missing
C.040numeric4 unique values
0 missing
Eig13_EA.ed.numeric67 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig13_EA.ri.numeric70 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig14_AEA.bo.numeric65 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig14_AEA.dm.numeric67 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig14_AEA.ed.numeric68 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eig14_AEA.ri.numeric68 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eig14_EAnumeric64 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eig14_EA.bo.numeric67 unique values
0 missing
CATS2D_01_AAnumeric4 unique values
0 missing
Eig14_EA.ed.numeric68 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig14_EA.ri.numeric65 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eig15_AEA.bo.numeric68 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig15_AEA.dm.numeric69 unique values
0 missing
CATS2D_01_LLnumeric16 unique values
0 missing
Eig15_AEA.ed.numeric69 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig15_AEA.ri.numeric69 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
Eig15_EAnumeric64 unique values
0 missing
CATS2D_02_ALnumeric13 unique values
0 missing
Eig15_EA.bo.numeric69 unique values
0 missing
CATS2D_02_APnumeric4 unique values
0 missing
Eig15_EA.ed.numeric68 unique values
0 missing
CATS2D_02_DAnumeric7 unique values
0 missing
Eig15_EA.ri.numeric72 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eta_alphanumeric73 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
Eta_alpha_Anumeric40 unique values
0 missing
CATS2D_02_LLnumeric17 unique values
0 missing
Eta_Bnumeric68 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eta_B_Anumeric23 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eta_betanumeric56 unique values
0 missing
CATS2D_03_AAnumeric6 unique values
0 missing
Eta_beta_Anumeric60 unique values
0 missing
CATS2D_03_ALnumeric14 unique values
0 missing
Eta_betaPnumeric28 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
Eta_betaP_Anumeric65 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
Eta_betaSnumeric43 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
Eta_betaS_Anumeric46 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
Eta_Cnumeric76 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
Eta_C_Anumeric70 unique values
0 missing
CATS2D_03_LLnumeric17 unique values
0 missing
Eta_epsinumeric75 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
Eta_epsi_Anumeric57 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
Eta_Fnumeric76 unique values
0 missing
CATS2D_04_AAnumeric6 unique values
0 missing
Eta_F_Anumeric61 unique values
0 missing
CATS2D_04_ALnumeric16 unique values
0 missing
Eta_FLnumeric75 unique values
0 missing
CATS2D_04_APnumeric4 unique values
0 missing
Eta_FL_Anumeric53 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
Eta_Lnumeric76 unique values
0 missing
CATS2D_04_DDnumeric5 unique values
0 missing
Eta_L_Anumeric54 unique values
0 missing
CATS2D_04_DLnumeric9 unique values
0 missing
Eta_sh_pnumeric61 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
Eta_sh_xnumeric22 unique values
0 missing
CATS2D_04_LLnumeric17 unique values
0 missing
Eta_sh_ynumeric63 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
F.081numeric2 unique values
0 missing
CATS2D_04_PPnumeric2 unique values
0 missing
F.083numeric3 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
F.084numeric3 unique values
0 missing
CATS2D_05_ALnumeric17 unique values
0 missing
GATS1enumeric69 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS1inumeric73 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
GATS1mnumeric68 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
GATS1pnumeric71 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
GATS1vnumeric69 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
GATS2enumeric71 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS2inumeric66 unique values
0 missing
CATS2D_05_LLnumeric18 unique values
0 missing
GATS2mnumeric69 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
GATS2pnumeric68 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
GATS2snumeric75 unique values
0 missing
CATS2D_06_ALnumeric16 unique values
0 missing
GATS2vnumeric67 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
GATS3enumeric68 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
GATS3inumeric64 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS3mnumeric66 unique values
0 missing
CATS2D_06_DLnumeric12 unique values
0 missing
GATS3pnumeric65 unique values
0 missing
CATS2D_06_LLnumeric19 unique values
0 missing
GATS3snumeric65 unique values
0 missing
CATS2D_06_PLnumeric5 unique values
0 missing
GATS3vnumeric67 unique values
0 missing
CATS2D_07_AAnumeric7 unique values
0 missing
GATS4enumeric75 unique values
0 missing
CATS2D_07_ALnumeric15 unique values
0 missing
GATS4inumeric72 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS4mnumeric71 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
GATS4pnumeric70 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
GATS4snumeric72 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS4vnumeric67 unique values
0 missing
CATS2D_07_DLnumeric10 unique values
0 missing
GATS5enumeric73 unique values
0 missing
CATS2D_07_LLnumeric17 unique values
0 missing
GATS5inumeric68 unique values
0 missing
CATS2D_07_PLnumeric5 unique values
0 missing
GATS5mnumeric72 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
GATS5pnumeric73 unique values
0 missing
CATS2D_08_ALnumeric13 unique values
0 missing
GATS5snumeric74 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GATS5vnumeric69 unique values
0 missing
CATS2D_08_DAnumeric6 unique values
0 missing
GATS6enumeric70 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
GATS6inumeric69 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
GATS6mnumeric70 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GATS6pnumeric72 unique values
0 missing
CATS2D_08_LLnumeric15 unique values
0 missing
GATS6snumeric75 unique values
0 missing
CATS2D_08_PLnumeric6 unique values
0 missing
GATS6vnumeric70 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
GATS7enumeric71 unique values
0 missing
CATS2D_09_ALnumeric13 unique values
0 missing
GATS7inumeric68 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
GATS7mnumeric74 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
GATS7pnumeric72 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
GATS7snumeric75 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
GATS7vnumeric72 unique values
0 missing
CATS2D_09_DPnumeric3 unique values
0 missing
GATS8enumeric74 unique values
0 missing
CATS2D_09_LLnumeric13 unique values
0 missing
GATS8inumeric68 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
GATS8mnumeric73 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
GATS8pnumeric72 unique values
0 missing
CENTnumeric75 unique values
0 missing
GATS8snumeric71 unique values
0 missing
Chi0_AEA.bo.numeric76 unique values
0 missing
GATS8vnumeric68 unique values
0 missing
Chi0_AEA.dm.numeric76 unique values
0 missing
GGI1numeric17 unique values
0 missing
Chi0_AEA.ed.numeric76 unique values
0 missing
GGI10numeric67 unique values
0 missing
Chi0_AEA.ri.numeric76 unique values
0 missing
GGI2numeric19 unique values
0 missing
Chi0_EAnumeric76 unique values
0 missing
GGI3numeric67 unique values
0 missing
Chi0_EA.bo.numeric76 unique values
0 missing
GGI4numeric75 unique values
0 missing
Chi0_EA.dm.numeric75 unique values
0 missing
GGI5numeric72 unique values
0 missing
Chi0_EA.ed.numeric76 unique values
0 missing
GGI6numeric73 unique values
0 missing
Chi0_EA.ri.numeric76 unique values
0 missing
GGI7numeric75 unique values
0 missing
Chi1_AEA.bo.numeric74 unique values
0 missing
GGI8numeric68 unique values
0 missing
Chi1_AEA.dm.numeric74 unique values
0 missing
GGI9numeric70 unique values
0 missing
Chi1_AEA.ed.numeric74 unique values
0 missing
GMTInumeric76 unique values
0 missing
Chi1_AEA.ri.numeric74 unique values
0 missing
GMTIVnumeric76 unique values
0 missing
Chi1_EAnumeric74 unique values
0 missing
GNarnumeric64 unique values
0 missing
Chi1_EA.bo.numeric76 unique values
0 missing
H.numeric58 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
76
Number of instances (rows) of the dataset.
NumberOfFeatures
521
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
520
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile2KurtosisOfNumericAtts
0.34
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
6.86
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
1.71
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.
MeanSkewnessOfNumericAtts
1.02
Mean skewness among 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.
MeanStdDevOfNumericAtts
68.44
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
0.43
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.39
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.01
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.04
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
76
Maximum kurtosis 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
2.45
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
44064.54
Maximum of means among attributes of the numeric type.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.81
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.81
Third quartile of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinSkewnessOfNumericAtts
-8.72
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.19
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.28
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
8.72
Maximum skewness among attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.37
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.19
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
23864.26
Maximum standard deviation of attributes of the numeric type.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.68
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.
MeanAttributeEntropy
Average entropy of the attributes.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanKurtosisOfNumericAtts
4.95
Mean kurtosis among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.03
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
127.26
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.22
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.56
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1770034
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1770034
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1770034
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1770034
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1770034
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1770034
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1770034
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1770034
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1770034
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1770034
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1770034
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1770034
0 runs - estimation_procedure: 50 times Clustering
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