Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3830

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3830

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL3830 (TID: 30000), and it has 83 rows and 520 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.

522 features

pXC50 (target)numeric34 unique values
0 missing
molecule_id (row identifier)nominal83 unique values
0 missing
Chi1_EAnumeric82 unique values
0 missing
GMTIVnumeric83 unique values
0 missing
CATS2D_04_LLnumeric17 unique values
0 missing
Chi1_EA.bo.numeric83 unique values
0 missing
GNarnumeric68 unique values
0 missing
AACnumeric76 unique values
0 missing
Chi1_EA.dm.numeric82 unique values
0 missing
H.numeric61 unique values
0 missing
AECCnumeric83 unique values
0 missing
Chi1_EA.ed.numeric83 unique values
0 missing
H.046numeric9 unique values
0 missing
ALOGPnumeric83 unique values
0 missing
Chi1_EA.ri.numeric83 unique values
0 missing
H.047numeric26 unique values
0 missing
ALOGP2numeric83 unique values
0 missing
CIC0numeric80 unique values
0 missing
H.048numeric3 unique values
0 missing
AMRnumeric83 unique values
0 missing
CIC1numeric81 unique values
0 missing
H.049numeric5 unique values
0 missing
AMWnumeric79 unique values
0 missing
CIC2numeric77 unique values
0 missing
H.050numeric7 unique values
0 missing
ARRnumeric67 unique values
0 missing
CIC3numeric80 unique values
0 missing
H.051numeric5 unique values
0 missing
ATS1enumeric79 unique values
0 missing
CIC4numeric78 unique values
0 missing
ATS1inumeric78 unique values
0 missing
CIC5numeric78 unique values
0 missing
ATS1mnumeric78 unique values
0 missing
CIDnumeric79 unique values
0 missing
ATS1pnumeric78 unique values
0 missing
Cl.089numeric3 unique values
0 missing
ATS1snumeric78 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ATS1vnumeric77 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATS2enumeric75 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATS2inumeric80 unique values
0 missing
CSInumeric82 unique values
0 missing
ATS2mnumeric81 unique values
0 missing
DBInumeric36 unique values
0 missing
ATS2pnumeric79 unique values
0 missing
D.Dtr03numeric4 unique values
0 missing
ATS2snumeric83 unique values
0 missing
D.Dtr05numeric60 unique values
0 missing
ATS2vnumeric82 unique values
0 missing
D.Dtr06numeric83 unique values
0 missing
ATS3enumeric82 unique values
0 missing
D.Dtr07numeric6 unique values
0 missing
ATS3inumeric79 unique values
0 missing
D.Dtr08numeric3 unique values
0 missing
ATS3mnumeric79 unique values
0 missing
D.Dtr09numeric42 unique values
0 missing
ATS3pnumeric80 unique values
0 missing
D.Dtr10numeric32 unique values
0 missing
ATS3snumeric77 unique values
0 missing
D.Dtr11numeric7 unique values
0 missing
ATS3vnumeric80 unique values
0 missing
D.Dtr12numeric6 unique values
0 missing
ATS4enumeric80 unique values
0 missing
DECCnumeric82 unique values
0 missing
ATS4inumeric83 unique values
0 missing
DELSnumeric83 unique values
0 missing
ATS4mnumeric78 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ATS4pnumeric79 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS4snumeric82 unique values
0 missing
DLS_01numeric3 unique values
0 missing
ATS4vnumeric82 unique values
0 missing
DLS_02numeric5 unique values
0 missing
ATS5enumeric81 unique values
0 missing
DLS_03numeric3 unique values
0 missing
ATS5inumeric81 unique values
0 missing
DLS_04numeric8 unique values
0 missing
ATS5mnumeric81 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS5pnumeric81 unique values
0 missing
DLS_06numeric3 unique values
0 missing
ATS5snumeric82 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS5vnumeric81 unique values
0 missing
DLS_consnumeric24 unique values
0 missing
ATS6enumeric79 unique values
0 missing
Dznumeric62 unique values
0 missing
ATS6inumeric80 unique values
0 missing
ECCnumeric82 unique values
0 missing
ATS6mnumeric79 unique values
0 missing
Eig01_AEA.bo.numeric72 unique values
0 missing
ATS6pnumeric82 unique values
0 missing
Eig01_AEA.dm.numeric73 unique values
0 missing
ATS6snumeric80 unique values
0 missing
Eig01_AEA.ed.numeric75 unique values
0 missing
ATS6vnumeric80 unique values
0 missing
Eig01_AEA.ri.numeric75 unique values
0 missing
ATS7enumeric81 unique values
0 missing
Eig01_EAnumeric70 unique values
0 missing
ATS7inumeric80 unique values
0 missing
Eig01_EA.bo.numeric69 unique values
0 missing
ATS7mnumeric82 unique values
0 missing
Eig01_EA.dm.numeric33 unique values
0 missing
ATS7pnumeric82 unique values
0 missing
Eig01_EA.ed.numeric77 unique values
0 missing
ATS7snumeric81 unique values
0 missing
Eig01_EA.ri.numeric73 unique values
0 missing
ATS7vnumeric81 unique values
0 missing
Eig02_AEA.bo.numeric77 unique values
0 missing
ATS8enumeric80 unique values
0 missing
Eig02_AEA.dm.numeric79 unique values
0 missing
ATS8inumeric82 unique values
0 missing
Eig02_AEA.ed.numeric80 unique values
0 missing
ATS8mnumeric82 unique values
0 missing
Eig02_AEA.ri.numeric79 unique values
0 missing
ATS8pnumeric82 unique values
0 missing
Eig02_EAnumeric77 unique values
0 missing
ATS8snumeric82 unique values
0 missing
Eig02_EA.bo.numeric77 unique values
0 missing
ATS8vnumeric81 unique values
0 missing
Eig02_EA.dm.numeric25 unique values
0 missing
ATSC1enumeric71 unique values
0 missing
Eig02_EA.ed.numeric82 unique values
0 missing
ATSC1inumeric78 unique values
0 missing
Eig02_EA.ri.numeric77 unique values
0 missing
ATSC1mnumeric81 unique values
0 missing
Eig03_AEA.bo.numeric80 unique values
0 missing
ATSC1pnumeric82 unique values
0 missing
Eig03_AEA.dm.numeric81 unique values
0 missing
ATSC1snumeric83 unique values
0 missing
Eig03_AEA.ed.numeric79 unique values
0 missing
ATSC1vnumeric82 unique values
0 missing
Eig03_AEA.ri.numeric79 unique values
0 missing
ATSC2enumeric75 unique values
0 missing
Eig03_EAnumeric76 unique values
0 missing
ATSC2inumeric79 unique values
0 missing
Eig03_EA.bo.numeric77 unique values
0 missing
ATSC2mnumeric82 unique values
0 missing
Eig03_EA.dm.numeric15 unique values
0 missing
ATSC2pnumeric82 unique values
0 missing
Eig03_EA.ed.numeric83 unique values
0 missing
ATSC2snumeric83 unique values
0 missing
Eig03_EA.ri.numeric80 unique values
0 missing
ATSC2vnumeric83 unique values
0 missing
Eig04_AEA.bo.numeric77 unique values
0 missing
ATSC3enumeric81 unique values
0 missing
Eig04_AEA.dm.numeric81 unique values
0 missing
ATSC3inumeric81 unique values
0 missing
Eig04_AEA.ed.numeric81 unique values
0 missing
ATSC3mnumeric83 unique values
0 missing
Eig04_AEA.ri.numeric76 unique values
0 missing
ATSC3pnumeric82 unique values
0 missing
Eig04_EAnumeric81 unique values
0 missing
ATSC3snumeric83 unique values
0 missing
Eig04_EA.bo.numeric80 unique values
0 missing
ATSC3vnumeric82 unique values
0 missing
Eig04_EA.dm.numeric16 unique values
0 missing
ATSC4enumeric78 unique values
0 missing
Eig04_EA.ed.numeric80 unique values
0 missing
ATSC4inumeric80 unique values
0 missing
Eig04_EA.ri.numeric76 unique values
0 missing
ATSC4mnumeric83 unique values
0 missing
Eig05_AEA.bo.numeric78 unique values
0 missing
ATSC4pnumeric83 unique values
0 missing
Eig05_AEA.dm.numeric81 unique values
0 missing
ATSC4snumeric83 unique values
0 missing
Eig05_AEA.ed.numeric78 unique values
0 missing
ATSC4vnumeric83 unique values
0 missing
Eig05_AEA.ri.numeric81 unique values
0 missing
ATSC5enumeric82 unique values
0 missing
Eig05_EAnumeric78 unique values
0 missing
ATSC5inumeric82 unique values
0 missing
Eig05_EA.bo.numeric74 unique values
0 missing
ATSC5mnumeric83 unique values
0 missing
Eig05_EA.dm.numeric10 unique values
0 missing
ATSC5pnumeric83 unique values
0 missing
Eig05_EA.ed.numeric83 unique values
0 missing
ATSC5snumeric83 unique values
0 missing
Eig05_EA.ri.numeric81 unique values
0 missing
ATSC5vnumeric83 unique values
0 missing
Eig06_AEA.bo.numeric77 unique values
0 missing
ATSC6enumeric82 unique values
0 missing
Eig06_AEA.dm.numeric80 unique values
0 missing
ATSC6inumeric81 unique values
0 missing
Eig06_AEA.ed.numeric79 unique values
0 missing
ATSC6mnumeric83 unique values
0 missing
Eig06_AEA.ri.numeric79 unique values
0 missing
ATSC6pnumeric82 unique values
0 missing
Eig06_EAnumeric78 unique values
0 missing
ATSC6snumeric83 unique values
0 missing
Eig06_EA.bo.numeric77 unique values
0 missing
ATSC6vnumeric83 unique values
0 missing
Eig06_EA.dm.numeric9 unique values
0 missing
ATSC7enumeric80 unique values
0 missing
Eig06_EA.ed.numeric82 unique values
0 missing
ATSC7inumeric81 unique values
0 missing
Eig06_EA.ri.numeric81 unique values
0 missing
ATSC7mnumeric83 unique values
0 missing
Eig07_AEA.bo.numeric75 unique values
0 missing
ATSC7pnumeric82 unique values
0 missing
Eig07_AEA.dm.numeric79 unique values
0 missing
ATSC7snumeric83 unique values
0 missing
Eig07_AEA.ed.numeric78 unique values
0 missing
ATSC7vnumeric83 unique values
0 missing
Eig07_AEA.ri.numeric79 unique values
0 missing
ATSC8enumeric82 unique values
0 missing
Eig07_EAnumeric76 unique values
0 missing
ATSC8inumeric80 unique values
0 missing
Eig07_EA.bo.numeric79 unique values
0 missing
ATSC8mnumeric83 unique values
0 missing
Eig07_EA.dm.numeric8 unique values
0 missing
ATSC8pnumeric83 unique values
0 missing
Eig07_EA.ed.numeric83 unique values
0 missing
ATSC8snumeric83 unique values
0 missing
Eig07_EA.ri.numeric77 unique values
0 missing
ATSC8vnumeric83 unique values
0 missing
Eig08_AEA.bo.numeric76 unique values
0 missing
BACnumeric36 unique values
0 missing
Eig08_AEA.dm.numeric79 unique values
0 missing
BBInumeric37 unique values
0 missing
Eig08_AEA.ed.numeric79 unique values
0 missing
BIC0numeric54 unique values
0 missing
Eig08_AEA.ri.numeric80 unique values
0 missing
BIC1numeric66 unique values
0 missing
Eig08_EAnumeric78 unique values
0 missing
BIC2numeric67 unique values
0 missing
Eig08_EA.bo.numeric79 unique values
0 missing
BIC3numeric63 unique values
0 missing
Eig08_EA.dm.numeric5 unique values
0 missing
BIC4numeric59 unique values
0 missing
Eig08_EA.ed.numeric80 unique values
0 missing
BIC5numeric59 unique values
0 missing
Eig08_EA.ri.numeric80 unique values
0 missing
BIDnumeric49 unique values
0 missing
Eig09_AEA.bo.numeric71 unique values
0 missing
BLInumeric66 unique values
0 missing
Eig09_AEA.dm.numeric81 unique values
0 missing
BLTA96numeric75 unique values
0 missing
Eig09_AEA.ed.numeric81 unique values
0 missing
BLTD48numeric70 unique values
0 missing
Eig09_AEA.ri.numeric75 unique values
0 missing
BLTF96numeric71 unique values
0 missing
Eig09_EAnumeric71 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig09_EA.bo.numeric75 unique values
0 missing
C.numeric70 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig09_EA.ed.numeric76 unique values
0 missing
C.002numeric8 unique values
0 missing
Eig09_EA.ri.numeric75 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig10_AEA.bo.numeric73 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig10_AEA.dm.numeric76 unique values
0 missing
C.005numeric5 unique values
0 missing
Eig10_AEA.ed.numeric78 unique values
0 missing
C.006numeric9 unique values
0 missing
Eig10_AEA.ri.numeric78 unique values
0 missing
C.007numeric2 unique values
0 missing
Eig10_EAnumeric69 unique values
0 missing
C.008numeric4 unique values
0 missing
Eig10_EA.bo.numeric74 unique values
0 missing
C.009numeric3 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig10_EA.ed.numeric76 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig10_EA.ri.numeric73 unique values
0 missing
C.013numeric3 unique values
0 missing
Eig11_AEA.bo.numeric72 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig11_AEA.dm.numeric70 unique values
0 missing
C.016numeric4 unique values
0 missing
Eig11_AEA.ed.numeric73 unique values
0 missing
C.017numeric3 unique values
0 missing
Eig11_AEA.ri.numeric74 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig11_EAnumeric67 unique values
0 missing
C.021numeric2 unique values
0 missing
Eig11_EA.bo.numeric74 unique values
0 missing
C.022numeric3 unique values
0 missing
Eig11_EA.ed.numeric74 unique values
0 missing
C.024numeric14 unique values
0 missing
Eig11_EA.ri.numeric71 unique values
0 missing
C.025numeric8 unique values
0 missing
Eig12_AEA.bo.numeric74 unique values
0 missing
C.026numeric8 unique values
0 missing
Eig12_AEA.dm.numeric73 unique values
0 missing
C.027numeric4 unique values
0 missing
Eig12_AEA.ed.numeric70 unique values
0 missing
C.028numeric4 unique values
0 missing
Eig12_AEA.ri.numeric74 unique values
0 missing
C.029numeric4 unique values
0 missing
Eig12_EAnumeric72 unique values
0 missing
C.030numeric2 unique values
0 missing
Eig12_EA.bo.numeric74 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig12_EA.ed.numeric72 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig12_EA.ri.numeric75 unique values
0 missing
C.033numeric3 unique values
0 missing
Eig13_AEA.bo.numeric74 unique values
0 missing
C.034numeric5 unique values
0 missing
Eig13_AEA.dm.numeric76 unique values
0 missing
C.035numeric2 unique values
0 missing
Eig13_AEA.ed.numeric67 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig13_AEA.ri.numeric76 unique values
0 missing
C.040numeric4 unique values
0 missing
Eig13_EAnumeric69 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig13_EA.bo.numeric70 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig13_EA.ed.numeric73 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig13_EA.ri.numeric77 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig14_AEA.bo.numeric70 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eig14_AEA.dm.numeric73 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eig14_AEA.ed.numeric73 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eig14_AEA.ri.numeric74 unique values
0 missing
CATS2D_01_AAnumeric4 unique values
0 missing
Eig14_EAnumeric70 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig14_EA.bo.numeric73 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eig14_EA.ed.numeric73 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig14_EA.ri.numeric72 unique values
0 missing
CATS2D_01_LLnumeric16 unique values
0 missing
Eig15_AEA.bo.numeric73 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig15_AEA.dm.numeric76 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
Eig15_AEA.ed.numeric76 unique values
0 missing
CATS2D_02_ALnumeric13 unique values
0 missing
Eig15_AEA.ri.numeric76 unique values
0 missing
CATS2D_02_APnumeric5 unique values
0 missing
Eig15_EAnumeric71 unique values
0 missing
CATS2D_02_DAnumeric7 unique values
0 missing
Eig15_EA.bo.numeric76 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eig15_EA.ed.numeric75 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
Eig15_EA.ri.numeric79 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
Eta_alphanumeric80 unique values
0 missing
CATS2D_02_LLnumeric17 unique values
0 missing
Eta_alpha_Anumeric40 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eta_Bnumeric74 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eta_B_Anumeric23 unique values
0 missing
CATS2D_03_AAnumeric6 unique values
0 missing
Eta_betanumeric61 unique values
0 missing
CATS2D_03_ALnumeric14 unique values
0 missing
Eta_beta_Anumeric67 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
Eta_betaPnumeric31 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
Eta_betaP_Anumeric71 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
Eta_betaSnumeric46 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
Eta_betaS_Anumeric52 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
Eta_Cnumeric83 unique values
0 missing
CATS2D_03_LLnumeric17 unique values
0 missing
Eta_C_Anumeric77 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
Eta_epsinumeric81 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
Eta_epsi_Anumeric63 unique values
0 missing
CATS2D_04_AAnumeric6 unique values
0 missing
Eta_Fnumeric83 unique values
0 missing
CATS2D_04_ALnumeric16 unique values
0 missing
Eta_F_Anumeric66 unique values
0 missing
CATS2D_04_APnumeric4 unique values
0 missing
Eta_FLnumeric81 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
Eta_FL_Anumeric59 unique values
0 missing
CATS2D_04_DDnumeric5 unique values
0 missing
Eta_Lnumeric83 unique values
0 missing
CATS2D_04_DLnumeric10 unique values
0 missing
Eta_L_Anumeric59 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
Eta_sh_pnumeric66 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
Eta_sh_xnumeric23 unique values
0 missing
CATS2D_04_PPnumeric2 unique values
0 missing
Eta_sh_ynumeric67 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
F.081numeric2 unique values
0 missing
CATS2D_05_ALnumeric17 unique values
0 missing
F.083numeric3 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
F.084numeric3 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
GATS1enumeric74 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
GATS1inumeric81 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
GATS1mnumeric71 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
GATS1pnumeric78 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS1snumeric75 unique values
0 missing
CATS2D_05_LLnumeric18 unique values
0 missing
GATS1vnumeric74 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
GATS2enumeric76 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
GATS2inumeric72 unique values
0 missing
CATS2D_06_ALnumeric15 unique values
0 missing
GATS2mnumeric75 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
GATS2pnumeric73 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
GATS2snumeric79 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS2vnumeric74 unique values
0 missing
CATS2D_06_DLnumeric12 unique values
0 missing
GATS3enumeric75 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GATS3inumeric69 unique values
0 missing
CATS2D_06_LLnumeric19 unique values
0 missing
GATS3mnumeric73 unique values
0 missing
CATS2D_06_PLnumeric5 unique values
0 missing
GATS3pnumeric71 unique values
0 missing
CATS2D_07_AAnumeric7 unique values
0 missing
GATS3snumeric70 unique values
0 missing
CATS2D_07_ALnumeric15 unique values
0 missing
GATS3vnumeric72 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS4enumeric81 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
GATS4inumeric77 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
GATS4mnumeric79 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS4pnumeric75 unique values
0 missing
CATS2D_07_DLnumeric11 unique values
0 missing
GATS4snumeric78 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GATS4vnumeric71 unique values
0 missing
CATS2D_07_LLnumeric17 unique values
0 missing
GATS5enumeric80 unique values
0 missing
CATS2D_07_PLnumeric5 unique values
0 missing
GATS5inumeric73 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
GATS5mnumeric76 unique values
0 missing
CATS2D_08_ALnumeric13 unique values
0 missing
GATS5pnumeric81 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
GATS5snumeric81 unique values
0 missing
CATS2D_08_DAnumeric6 unique values
0 missing
GATS5vnumeric74 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
GATS6enumeric77 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
GATS6inumeric74 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GATS6mnumeric76 unique values
0 missing
CATS2D_08_LLnumeric15 unique values
0 missing
GATS6pnumeric76 unique values
0 missing
CATS2D_08_PLnumeric6 unique values
0 missing
GATS6snumeric82 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
GATS6vnumeric75 unique values
0 missing
CATS2D_09_ALnumeric13 unique values
0 missing
GATS7enumeric78 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
GATS7inumeric74 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
GATS7mnumeric81 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
GATS7pnumeric76 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
GATS7snumeric81 unique values
0 missing
CATS2D_09_DPnumeric3 unique values
0 missing
GATS7vnumeric76 unique values
0 missing
CATS2D_09_LLnumeric13 unique values
0 missing
GATS8enumeric81 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
GATS8inumeric76 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
GATS8mnumeric78 unique values
0 missing
CENTnumeric82 unique values
0 missing
GATS8pnumeric77 unique values
0 missing
Chi0_AEA.bo.numeric83 unique values
0 missing
GATS8snumeric77 unique values
0 missing
Chi0_AEA.dm.numeric83 unique values
0 missing
GATS8vnumeric74 unique values
0 missing
Chi0_AEA.ed.numeric83 unique values
0 missing
GGI1numeric19 unique values
0 missing
Chi0_AEA.ri.numeric83 unique values
0 missing
GGI10numeric70 unique values
0 missing
Chi0_EAnumeric83 unique values
0 missing
GGI2numeric21 unique values
0 missing
Chi0_EA.bo.numeric83 unique values
0 missing
GGI3numeric72 unique values
0 missing
Chi0_EA.dm.numeric82 unique values
0 missing
GGI4numeric82 unique values
0 missing
Chi0_EA.ed.numeric83 unique values
0 missing
GGI5numeric78 unique values
0 missing
Chi0_EA.ri.numeric83 unique values
0 missing
GGI6numeric79 unique values
0 missing
Chi1_AEA.bo.numeric82 unique values
0 missing
GGI7numeric79 unique values
0 missing
Chi1_AEA.dm.numeric82 unique values
0 missing
GGI8numeric76 unique values
0 missing
Chi1_AEA.ed.numeric82 unique values
0 missing
GGI9numeric73 unique values
0 missing
Chi1_AEA.ri.numeric82 unique values
0 missing
GMTInumeric83 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
83
Number of instances (rows) of the dataset.
NumberOfFeatures
522
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
521
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
9.11
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
1.29
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
23990.19
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.09
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.23
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
0.62
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
6.16
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
124.46
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.28
First quartile of skewness among attributes of the numeric type.
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.
AutoCorrelation
0.14
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
0.77
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
6.29
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.92
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.65
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
68.93
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
0.27
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.97
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.44
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
83
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.01
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
43201.96
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
3.62
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
4.78
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-9.11
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3830
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3830
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3830
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3830
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3830
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3830
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3830
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3830
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3830
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3830
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3830
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3830
0 runs - estimation_procedure: 50 times Clustering
Define a new task