Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6054

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6054

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: CHEMBL6054 (TID: 102399), and it has 82 rows and 523 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.

525 features

pXC50 (target)numeric12 unique values
0 missing
molecule_id (row identifier)nominal82 unique values
0 missing
CENTnumeric78 unique values
0 missing
GGI2numeric22 unique values
0 missing
GATS7mnumeric80 unique values
0 missing
Chi0_AEA.bo.numeric78 unique values
0 missing
GGI3numeric65 unique values
0 missing
MATS1pnumeric71 unique values
0 missing
Chi0_AEA.dm.numeric78 unique values
0 missing
GGI4numeric74 unique values
0 missing
AACnumeric73 unique values
0 missing
Chi0_AEA.ed.numeric78 unique values
0 missing
GGI5numeric71 unique values
0 missing
AECCnumeric75 unique values
0 missing
Chi0_AEA.ri.numeric78 unique values
0 missing
GGI6numeric74 unique values
0 missing
ALOGPnumeric81 unique values
0 missing
Chi0_EAnumeric78 unique values
0 missing
GGI7numeric77 unique values
0 missing
ALOGP2numeric82 unique values
0 missing
Chi0_EA.bo.numeric78 unique values
0 missing
GGI8numeric74 unique values
0 missing
AMRnumeric82 unique values
0 missing
Chi0_EA.dm.numeric77 unique values
0 missing
GGI9numeric65 unique values
0 missing
AMWnumeric80 unique values
0 missing
Chi0_EA.ed.numeric79 unique values
0 missing
GMTInumeric80 unique values
0 missing
ARRnumeric52 unique values
0 missing
Chi0_EA.ri.numeric82 unique values
0 missing
GMTIVnumeric82 unique values
0 missing
ATS1enumeric76 unique values
0 missing
Chi1_AEA.bo.numeric80 unique values
0 missing
GNarnumeric58 unique values
0 missing
ATS1inumeric75 unique values
0 missing
Chi1_AEA.dm.numeric80 unique values
0 missing
H.numeric66 unique values
0 missing
ATS1mnumeric77 unique values
0 missing
Chi1_AEA.ed.numeric80 unique values
0 missing
ATS1pnumeric77 unique values
0 missing
Chi1_AEA.ri.numeric80 unique values
0 missing
ATS1snumeric78 unique values
0 missing
Chi1_EAnumeric80 unique values
0 missing
ATS1vnumeric77 unique values
0 missing
Chi1_EA.bo.numeric80 unique values
0 missing
ATS2enumeric80 unique values
0 missing
Chi1_EA.dm.numeric76 unique values
0 missing
ATS2inumeric78 unique values
0 missing
Chi1_EA.ed.numeric79 unique values
0 missing
ATS2mnumeric77 unique values
0 missing
Chi1_EA.ri.numeric82 unique values
0 missing
ATS2pnumeric78 unique values
0 missing
CIC0numeric79 unique values
0 missing
ATS2snumeric80 unique values
0 missing
CIC1numeric81 unique values
0 missing
ATS2vnumeric81 unique values
0 missing
CIC2numeric76 unique values
0 missing
ATS3enumeric79 unique values
0 missing
CIC3numeric80 unique values
0 missing
ATS3inumeric76 unique values
0 missing
CIC4numeric78 unique values
0 missing
ATS3mnumeric80 unique values
0 missing
CIC5numeric76 unique values
0 missing
ATS3pnumeric82 unique values
0 missing
CIDnumeric74 unique values
0 missing
ATS3snumeric77 unique values
0 missing
Cl.089numeric3 unique values
0 missing
ATS3vnumeric78 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ATS4enumeric79 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATS4inumeric77 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATS4mnumeric78 unique values
0 missing
CSInumeric78 unique values
0 missing
ATS4pnumeric80 unique values
0 missing
DBInumeric34 unique values
0 missing
ATS4snumeric82 unique values
0 missing
D.Dtr03numeric5 unique values
0 missing
ATS4vnumeric79 unique values
0 missing
D.Dtr05numeric68 unique values
0 missing
ATS5enumeric82 unique values
0 missing
D.Dtr06numeric80 unique values
0 missing
ATS5inumeric80 unique values
0 missing
D.Dtr07numeric7 unique values
0 missing
ATS5mnumeric77 unique values
0 missing
D.Dtr08numeric10 unique values
0 missing
ATS5pnumeric80 unique values
0 missing
D.Dtr09numeric51 unique values
0 missing
ATS5snumeric80 unique values
0 missing
D.Dtr10numeric10 unique values
0 missing
ATS5vnumeric82 unique values
0 missing
D.Dtr11numeric6 unique values
0 missing
ATS6enumeric78 unique values
0 missing
D.Dtr12numeric3 unique values
0 missing
ATS6inumeric80 unique values
0 missing
DECCnumeric78 unique values
0 missing
ATS6mnumeric77 unique values
0 missing
DELSnumeric82 unique values
0 missing
ATS6pnumeric76 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ATS6snumeric78 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS6vnumeric82 unique values
0 missing
DLS_01numeric3 unique values
0 missing
ATS7enumeric79 unique values
0 missing
DLS_02numeric4 unique values
0 missing
ATS7inumeric81 unique values
0 missing
DLS_03numeric3 unique values
0 missing
ATS7mnumeric76 unique values
0 missing
DLS_04numeric8 unique values
0 missing
ATS7pnumeric78 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS7snumeric79 unique values
0 missing
DLS_06numeric3 unique values
0 missing
ATS7vnumeric78 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS8enumeric82 unique values
0 missing
DLS_consnumeric23 unique values
0 missing
ATS8inumeric81 unique values
0 missing
Dznumeric60 unique values
0 missing
ATS8mnumeric79 unique values
0 missing
ECCnumeric73 unique values
0 missing
ATS8pnumeric81 unique values
0 missing
Eig01_AEA.bo.numeric61 unique values
0 missing
ATS8snumeric81 unique values
0 missing
Eig01_AEA.dm.numeric64 unique values
0 missing
ATS8vnumeric78 unique values
0 missing
Eig01_AEA.ed.numeric64 unique values
0 missing
ATSC1enumeric67 unique values
0 missing
Eig01_AEA.ri.numeric62 unique values
0 missing
ATSC1inumeric77 unique values
0 missing
Eig01_EAnumeric64 unique values
0 missing
ATSC1mnumeric80 unique values
0 missing
Eig01_EA.bo.numeric60 unique values
0 missing
ATSC1pnumeric80 unique values
0 missing
Eig01_EA.dm.numeric24 unique values
0 missing
ATSC1snumeric82 unique values
0 missing
Eig01_EA.ed.numeric68 unique values
0 missing
ATSC1vnumeric80 unique values
0 missing
Eig01_EA.ri.numeric62 unique values
0 missing
ATSC2enumeric75 unique values
0 missing
Eig02_AEA.bo.numeric72 unique values
0 missing
ATSC2inumeric79 unique values
0 missing
Eig02_AEA.dm.numeric70 unique values
0 missing
ATSC2mnumeric81 unique values
0 missing
Eig02_AEA.ed.numeric71 unique values
0 missing
ATSC2pnumeric81 unique values
0 missing
Eig02_AEA.ri.numeric76 unique values
0 missing
ATSC2snumeric82 unique values
0 missing
Eig02_EAnumeric75 unique values
0 missing
ATSC2vnumeric81 unique values
0 missing
Eig02_EA.bo.numeric68 unique values
0 missing
ATSC3enumeric77 unique values
0 missing
Eig02_EA.dm.numeric26 unique values
0 missing
ATSC3inumeric80 unique values
0 missing
Eig02_EA.ed.numeric75 unique values
0 missing
ATSC3mnumeric82 unique values
0 missing
Eig02_EA.ri.numeric77 unique values
0 missing
ATSC3pnumeric82 unique values
0 missing
Eig03_AEA.bo.numeric75 unique values
0 missing
ATSC3snumeric82 unique values
0 missing
Eig03_AEA.dm.numeric73 unique values
0 missing
ATSC3vnumeric82 unique values
0 missing
Eig03_AEA.ed.numeric73 unique values
0 missing
ATSC4enumeric77 unique values
0 missing
Eig03_AEA.ri.numeric79 unique values
0 missing
ATSC4inumeric79 unique values
0 missing
Eig03_EAnumeric75 unique values
0 missing
ATSC4mnumeric82 unique values
0 missing
Eig03_EA.bo.numeric69 unique values
0 missing
ATSC4pnumeric81 unique values
0 missing
Eig03_EA.dm.numeric19 unique values
0 missing
ATSC4snumeric82 unique values
0 missing
Eig03_EA.ed.numeric75 unique values
0 missing
ATSC4vnumeric82 unique values
0 missing
Eig03_EA.ri.numeric73 unique values
0 missing
ATSC5enumeric78 unique values
0 missing
Eig04_AEA.bo.numeric80 unique values
0 missing
ATSC5inumeric81 unique values
0 missing
Eig04_AEA.dm.numeric78 unique values
0 missing
ATSC5mnumeric82 unique values
0 missing
Eig04_AEA.ed.numeric75 unique values
0 missing
ATSC5pnumeric81 unique values
0 missing
Eig04_AEA.ri.numeric76 unique values
0 missing
ATSC5snumeric82 unique values
0 missing
Eig04_EAnumeric74 unique values
0 missing
ATSC5vnumeric82 unique values
0 missing
Eig04_EA.bo.numeric76 unique values
0 missing
ATSC6enumeric80 unique values
0 missing
Eig04_EA.dm.numeric16 unique values
0 missing
ATSC6inumeric80 unique values
0 missing
Eig04_EA.ed.numeric77 unique values
0 missing
ATSC6mnumeric82 unique values
0 missing
Eig04_EA.ri.numeric79 unique values
0 missing
ATSC6pnumeric82 unique values
0 missing
Eig05_AEA.bo.numeric77 unique values
0 missing
ATSC6snumeric82 unique values
0 missing
Eig05_AEA.dm.numeric78 unique values
0 missing
ATSC6vnumeric82 unique values
0 missing
Eig05_AEA.ed.numeric77 unique values
0 missing
ATSC7enumeric80 unique values
0 missing
Eig05_AEA.ri.numeric77 unique values
0 missing
ATSC7inumeric81 unique values
0 missing
Eig05_EAnumeric76 unique values
0 missing
ATSC7mnumeric82 unique values
0 missing
Eig05_EA.bo.numeric79 unique values
0 missing
ATSC7pnumeric82 unique values
0 missing
Eig05_EA.dm.numeric10 unique values
0 missing
ATSC7snumeric82 unique values
0 missing
Eig05_EA.ed.numeric78 unique values
0 missing
ATSC7vnumeric82 unique values
0 missing
Eig05_EA.ri.numeric81 unique values
0 missing
ATSC8enumeric77 unique values
0 missing
Eig06_AEA.bo.numeric74 unique values
0 missing
ATSC8inumeric81 unique values
0 missing
Eig06_AEA.dm.numeric78 unique values
0 missing
ATSC8mnumeric82 unique values
0 missing
Eig06_AEA.ed.numeric74 unique values
0 missing
ATSC8pnumeric82 unique values
0 missing
Eig06_AEA.ri.numeric77 unique values
0 missing
ATSC8snumeric82 unique values
0 missing
Eig06_EAnumeric77 unique values
0 missing
ATSC8vnumeric81 unique values
0 missing
Eig06_EA.bo.numeric75 unique values
0 missing
BACnumeric36 unique values
0 missing
Eig06_EA.dm.numeric5 unique values
0 missing
BBInumeric34 unique values
0 missing
Eig06_EA.ed.numeric77 unique values
0 missing
BIC0numeric58 unique values
0 missing
Eig06_EA.ri.numeric81 unique values
0 missing
BIC1numeric73 unique values
0 missing
Eig07_AEA.bo.numeric71 unique values
0 missing
BIC2numeric61 unique values
0 missing
Eig07_AEA.dm.numeric75 unique values
0 missing
BIC3numeric63 unique values
0 missing
Eig07_AEA.ed.numeric72 unique values
0 missing
BIC4numeric64 unique values
0 missing
Eig07_AEA.ri.numeric70 unique values
0 missing
BIC5numeric60 unique values
0 missing
Eig07_EAnumeric63 unique values
0 missing
BIDnumeric50 unique values
0 missing
Eig07_EA.bo.numeric67 unique values
0 missing
BLInumeric69 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
BLTA96numeric76 unique values
0 missing
Eig07_EA.ed.numeric70 unique values
0 missing
BLTD48numeric73 unique values
0 missing
Eig07_EA.ri.numeric74 unique values
0 missing
BLTF96numeric72 unique values
0 missing
Eig08_AEA.bo.numeric71 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig08_AEA.dm.numeric69 unique values
0 missing
C.numeric55 unique values
0 missing
Eig08_AEA.ed.numeric70 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig08_AEA.ri.numeric73 unique values
0 missing
C.002numeric6 unique values
0 missing
Eig08_EAnumeric73 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig08_EA.bo.numeric74 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig08_EA.ed.numeric74 unique values
0 missing
C.005numeric4 unique values
0 missing
Eig08_EA.ri.numeric72 unique values
0 missing
C.006numeric8 unique values
0 missing
Eig09_AEA.bo.numeric71 unique values
0 missing
C.008numeric3 unique values
0 missing
Eig09_AEA.dm.numeric70 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig09_AEA.ed.numeric72 unique values
0 missing
C.013numeric2 unique values
0 missing
Eig09_AEA.ri.numeric75 unique values
0 missing
C.016numeric3 unique values
0 missing
Eig09_EAnumeric62 unique values
0 missing
C.017numeric3 unique values
0 missing
Eig09_EA.bo.numeric70 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig09_EA.ed.numeric74 unique values
0 missing
C.020numeric2 unique values
0 missing
Eig09_EA.ri.numeric76 unique values
0 missing
C.021numeric2 unique values
0 missing
Eig10_AEA.bo.numeric70 unique values
0 missing
C.022numeric3 unique values
0 missing
Eig10_AEA.dm.numeric74 unique values
0 missing
C.024numeric14 unique values
0 missing
Eig10_AEA.ed.numeric73 unique values
0 missing
C.025numeric7 unique values
0 missing
Eig10_AEA.ri.numeric75 unique values
0 missing
C.026numeric7 unique values
0 missing
Eig10_EAnumeric73 unique values
0 missing
C.027numeric5 unique values
0 missing
Eig10_EA.bo.numeric73 unique values
0 missing
C.028numeric4 unique values
0 missing
Eig10_EA.ed.numeric78 unique values
0 missing
C.029numeric4 unique values
0 missing
Eig10_EA.ri.numeric76 unique values
0 missing
C.030numeric2 unique values
0 missing
Eig11_AEA.bo.numeric63 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig11_AEA.dm.numeric66 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig11_AEA.ed.numeric69 unique values
0 missing
C.033numeric4 unique values
0 missing
Eig11_AEA.ri.numeric69 unique values
0 missing
C.034numeric4 unique values
0 missing
Eig11_EAnumeric61 unique values
0 missing
C.035numeric2 unique values
0 missing
Eig11_EA.bo.numeric67 unique values
0 missing
C.036numeric2 unique values
0 missing
Eig11_EA.ed.numeric71 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig11_EA.ri.numeric68 unique values
0 missing
C.040numeric4 unique values
0 missing
Eig12_AEA.bo.numeric65 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig12_AEA.dm.numeric63 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig12_AEA.ed.numeric54 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig12_AEA.ri.numeric63 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig12_EAnumeric55 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eig12_EA.bo.numeric62 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eig12_EA.ed.numeric55 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eig12_EA.ri.numeric62 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
Eig13_AEA.bo.numeric63 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig13_AEA.dm.numeric64 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eig13_AEA.ed.numeric59 unique values
0 missing
CATS2D_01_DDnumeric2 unique values
0 missing
Eig13_AEA.ri.numeric74 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig13_EAnumeric63 unique values
0 missing
CATS2D_01_LLnumeric17 unique values
0 missing
Eig13_EA.bo.numeric69 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig13_EA.ed.numeric67 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
Eig13_EA.ri.numeric72 unique values
0 missing
CATS2D_02_ALnumeric12 unique values
0 missing
Eig14_AEA.bo.numeric69 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eig14_AEA.dm.numeric70 unique values
0 missing
CATS2D_02_DAnumeric6 unique values
0 missing
Eig14_AEA.ed.numeric68 unique values
0 missing
CATS2D_02_DDnumeric3 unique values
0 missing
Eig14_AEA.ri.numeric67 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
Eig14_EAnumeric65 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
Eig14_EA.bo.numeric69 unique values
0 missing
CATS2D_02_LLnumeric19 unique values
0 missing
Eig14_EA.ed.numeric73 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
Eig14_EA.ri.numeric73 unique values
0 missing
CATS2D_02_PLnumeric5 unique values
0 missing
Eig15_AEA.bo.numeric73 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
Eig15_AEA.dm.numeric72 unique values
0 missing
CATS2D_03_ALnumeric14 unique values
0 missing
Eig15_AEA.ed.numeric70 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
Eig15_AEA.ri.numeric77 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Eig15_EAnumeric71 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
Eig15_EA.bo.numeric75 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
Eig15_EA.ed.numeric76 unique values
0 missing
CATS2D_03_DLnumeric12 unique values
0 missing
Eig15_EA.ri.numeric75 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
Eta_alphanumeric75 unique values
0 missing
CATS2D_03_LLnumeric19 unique values
0 missing
Eta_alpha_Anumeric42 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
Eta_Bnumeric68 unique values
0 missing
CATS2D_03_PLnumeric5 unique values
0 missing
Eta_B_Anumeric22 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
Eta_betanumeric60 unique values
0 missing
CATS2D_04_ALnumeric14 unique values
0 missing
Eta_beta_Anumeric66 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
Eta_betaPnumeric33 unique values
0 missing
CATS2D_04_APnumeric4 unique values
0 missing
Eta_betaP_Anumeric61 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
Eta_betaSnumeric42 unique values
0 missing
CATS2D_04_DDnumeric4 unique values
0 missing
Eta_betaS_Anumeric50 unique values
0 missing
CATS2D_04_DLnumeric12 unique values
0 missing
Eta_Cnumeric82 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
Eta_C_Anumeric74 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
Eta_epsinumeric79 unique values
0 missing
CATS2D_04_LLnumeric14 unique values
0 missing
Eta_epsi_Anumeric62 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
Eta_Fnumeric81 unique values
0 missing
CATS2D_04_PLnumeric5 unique values
0 missing
Eta_F_Anumeric77 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
Eta_FLnumeric81 unique values
0 missing
CATS2D_05_ALnumeric15 unique values
0 missing
Eta_FL_Anumeric50 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
Eta_Lnumeric82 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
Eta_L_Anumeric49 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
Eta_sh_pnumeric65 unique values
0 missing
CATS2D_05_DLnumeric12 unique values
0 missing
Eta_sh_xnumeric15 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
Eta_sh_ynumeric64 unique values
0 missing
CATS2D_05_LLnumeric15 unique values
0 missing
F.083numeric2 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
F.084numeric3 unique values
0 missing
CATS2D_05_PLnumeric5 unique values
0 missing
GATS1enumeric72 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
GATS1inumeric77 unique values
0 missing
CATS2D_06_ALnumeric13 unique values
0 missing
GATS1mnumeric70 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
GATS1pnumeric77 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
GATS1snumeric75 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
GATS1vnumeric73 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS2enumeric75 unique values
0 missing
CATS2D_06_DLnumeric11 unique values
0 missing
GATS2inumeric79 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
GATS2mnumeric75 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GATS2pnumeric72 unique values
0 missing
CATS2D_06_LLnumeric17 unique values
0 missing
GATS2snumeric75 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GATS2vnumeric72 unique values
0 missing
CATS2D_06_PLnumeric7 unique values
0 missing
GATS3enumeric79 unique values
0 missing
CATS2D_07_AAnumeric5 unique values
0 missing
GATS3inumeric76 unique values
0 missing
CATS2D_07_ALnumeric11 unique values
0 missing
GATS3mnumeric71 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
GATS3pnumeric71 unique values
0 missing
CATS2D_07_DAnumeric6 unique values
0 missing
GATS3snumeric76 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
GATS3vnumeric72 unique values
0 missing
CATS2D_07_DLnumeric8 unique values
0 missing
GATS4enumeric73 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
GATS4inumeric73 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GATS4mnumeric76 unique values
0 missing
CATS2D_07_LLnumeric18 unique values
0 missing
GATS4pnumeric72 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
GATS4snumeric78 unique values
0 missing
CATS2D_07_PLnumeric4 unique values
0 missing
GATS4vnumeric72 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GATS5enumeric77 unique values
0 missing
CATS2D_08_ALnumeric9 unique values
0 missing
GATS5inumeric79 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
GATS5mnumeric72 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GATS5pnumeric76 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
GATS5snumeric79 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
GATS5vnumeric74 unique values
0 missing
CATS2D_08_DLnumeric8 unique values
0 missing
GATS6enumeric81 unique values
0 missing
CATS2D_08_DPnumeric4 unique values
0 missing
GATS6inumeric76 unique values
0 missing
CATS2D_08_LLnumeric17 unique values
0 missing
GATS6mnumeric78 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
GATS6pnumeric76 unique values
0 missing
CATS2D_08_PLnumeric4 unique values
0 missing
GATS6snumeric80 unique values
0 missing
CATS2D_08_PPnumeric2 unique values
0 missing
GATS6vnumeric75 unique values
0 missing
CATS2D_09_AAnumeric5 unique values
0 missing
GATS7enumeric79 unique values
0 missing
CATS2D_09_ALnumeric11 unique values
0 missing
GATS7inumeric79 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
GATS7pnumeric76 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
GATS7snumeric79 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
GATS7vnumeric76 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GATS8enumeric78 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
GATS8inumeric81 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
GATS8mnumeric77 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
GATS8pnumeric69 unique values
0 missing
CATS2D_09_LLnumeric14 unique values
0 missing
GATS8snumeric76 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
GATS8vnumeric77 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
GGI1numeric16 unique values
0 missing
CATS2D_09_PPnumeric2 unique values
0 missing
GGI10numeric57 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
82
Number of instances (rows) of the dataset.
NumberOfFeatures
525
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
524
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal 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.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Dimensionality
6.4
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.4
Second quartile (Median) of kurtosis 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
0.89
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.37
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
58.03
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
0.25
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.03
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.45
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
82
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.12
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
34141.68
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
2.49
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
99.81
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.48
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-9.06
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.
MaxSkewnessOfNumericAtts
9.06
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
1.3
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
20153.88
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.24
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.14
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
0.48
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
6.41
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
97.55
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.57
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.71
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.23
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6054
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6054
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6054
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6054
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6054
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6054
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6054
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6054
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6054
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6054
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6054
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6054
0 runs - estimation_procedure: 50 times Clustering
Define a new task