Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4574

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4574

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: CHEMBL4574 (TID: 100850), and it has 84 rows and 586 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.

588 features

pXC50 (target)numeric17 unique values
0 missing
molecule_id (row identifier)nominal84 unique values
0 missing
Chi1_EA.bo.numeric84 unique values
0 missing
GMTIVnumeric84 unique values
0 missing
AACnumeric77 unique values
0 missing
Chi1_EA.dm.numeric83 unique values
0 missing
GNarnumeric67 unique values
0 missing
AECCnumeric83 unique values
0 missing
Chi1_EA.ed.numeric84 unique values
0 missing
H.numeric61 unique values
0 missing
ALOGPnumeric84 unique values
0 missing
Chi1_EA.ri.numeric84 unique values
0 missing
H.046numeric10 unique values
0 missing
ALOGP2numeric84 unique values
0 missing
CIC0numeric81 unique values
0 missing
H.047numeric25 unique values
0 missing
AMRnumeric84 unique values
0 missing
CIC1numeric82 unique values
0 missing
H.048numeric3 unique values
0 missing
AMWnumeric80 unique values
0 missing
CIC2numeric79 unique values
0 missing
H.049numeric5 unique values
0 missing
ARRnumeric67 unique values
0 missing
CIC3numeric82 unique values
0 missing
H.050numeric7 unique values
0 missing
ATS1enumeric81 unique values
0 missing
CIC4numeric80 unique values
0 missing
H.051numeric5 unique values
0 missing
ATS1inumeric78 unique values
0 missing
CIC5numeric79 unique values
0 missing
H.052numeric12 unique values
0 missing
ATS1mnumeric79 unique values
0 missing
CIDnumeric80 unique values
0 missing
H.053numeric5 unique values
0 missing
ATS1pnumeric77 unique values
0 missing
Cl.089numeric3 unique values
0 missing
H.054numeric2 unique values
0 missing
ATS1snumeric79 unique values
0 missing
CMC.50numeric2 unique values
0 missing
HDcpxnumeric65 unique values
0 missing
ATS1vnumeric78 unique values
0 missing
CMC.80numeric2 unique values
0 missing
HNarnumeric63 unique values
0 missing
ATS2enumeric76 unique values
0 missing
cRo5numeric2 unique values
0 missing
HVcpxnumeric79 unique values
0 missing
ATS2inumeric81 unique values
0 missing
CSInumeric83 unique values
0 missing
Hynumeric77 unique values
0 missing
ATS2mnumeric82 unique values
0 missing
DBInumeric35 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
ATS2pnumeric79 unique values
0 missing
D.Dtr03numeric6 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
ATS2snumeric84 unique values
0 missing
D.Dtr04numeric3 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
ATS2vnumeric83 unique values
0 missing
D.Dtr05numeric60 unique values
0 missing
I.099numeric2 unique values
0 missing
ATS3enumeric83 unique values
0 missing
D.Dtr06numeric84 unique values
0 missing
IACnumeric83 unique values
0 missing
ATS3inumeric80 unique values
0 missing
D.Dtr07numeric6 unique values
0 missing
IC0numeric77 unique values
0 missing
ATS3mnumeric80 unique values
0 missing
D.Dtr08numeric3 unique values
0 missing
IC1numeric81 unique values
0 missing
ATS3pnumeric81 unique values
0 missing
D.Dtr09numeric41 unique values
0 missing
IC2numeric83 unique values
0 missing
ATS3snumeric77 unique values
0 missing
D.Dtr10numeric31 unique values
0 missing
IC3numeric80 unique values
0 missing
ATS3vnumeric81 unique values
0 missing
D.Dtr11numeric6 unique values
0 missing
IC4numeric81 unique values
0 missing
ATS4enumeric81 unique values
0 missing
D.Dtr12numeric6 unique values
0 missing
IC5numeric80 unique values
0 missing
ATS4inumeric84 unique values
0 missing
DECCnumeric82 unique values
0 missing
ICRnumeric80 unique values
0 missing
ATS4mnumeric79 unique values
0 missing
DELSnumeric84 unique values
0 missing
IDDEnumeric74 unique values
0 missing
ATS4pnumeric80 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
IDDMnumeric69 unique values
0 missing
ATS4snumeric83 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
IDEnumeric83 unique values
0 missing
ATS4vnumeric82 unique values
0 missing
DLS_01numeric3 unique values
0 missing
IDETnumeric84 unique values
0 missing
ATS5enumeric82 unique values
0 missing
DLS_02numeric5 unique values
0 missing
IDMnumeric82 unique values
0 missing
ATS5inumeric81 unique values
0 missing
DLS_03numeric3 unique values
0 missing
IDMTnumeric84 unique values
0 missing
ATS5mnumeric82 unique values
0 missing
DLS_04numeric8 unique values
0 missing
Infective.50numeric2 unique values
0 missing
ATS5pnumeric82 unique values
0 missing
DLS_05numeric3 unique values
0 missing
Infective.80numeric2 unique values
0 missing
ATS5snumeric82 unique values
0 missing
DLS_06numeric3 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
ATS5vnumeric82 unique values
0 missing
DLS_07numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
ATS6enumeric80 unique values
0 missing
DLS_consnumeric25 unique values
0 missing
ISIZnumeric39 unique values
0 missing
ATS6inumeric81 unique values
0 missing
Dznumeric63 unique values
0 missing
IVDEnumeric68 unique values
0 missing
ATS6mnumeric80 unique values
0 missing
ECCnumeric81 unique values
0 missing
IVDMnumeric72 unique values
0 missing
ATS6pnumeric83 unique values
0 missing
Eig01_AEA.bo.numeric74 unique values
0 missing
JGI1numeric52 unique values
0 missing
ATS6snumeric81 unique values
0 missing
Eig01_AEA.dm.numeric73 unique values
0 missing
JGI10numeric11 unique values
0 missing
ATS6vnumeric81 unique values
0 missing
Eig01_AEA.ed.numeric74 unique values
0 missing
JGI2numeric38 unique values
0 missing
ATS7enumeric82 unique values
0 missing
Eig01_AEA.ri.numeric75 unique values
0 missing
JGI3numeric35 unique values
0 missing
ATS7inumeric81 unique values
0 missing
Eig01_EAnumeric69 unique values
0 missing
JGI4numeric27 unique values
0 missing
ATS7mnumeric82 unique values
0 missing
Eig01_EA.bo.numeric71 unique values
0 missing
JGI5numeric19 unique values
0 missing
ATS7pnumeric83 unique values
0 missing
Eig01_EA.dm.numeric35 unique values
0 missing
JGI6numeric16 unique values
0 missing
ATS7snumeric82 unique values
0 missing
Eig01_EA.ed.numeric77 unique values
0 missing
JGI7numeric14 unique values
0 missing
ATS7vnumeric81 unique values
0 missing
Eig01_EA.ri.numeric73 unique values
0 missing
JGI8numeric11 unique values
0 missing
ATS8enumeric81 unique values
0 missing
Eig02_AEA.bo.numeric79 unique values
0 missing
JGI9numeric10 unique values
0 missing
ATS8inumeric83 unique values
0 missing
Eig02_AEA.dm.numeric81 unique values
0 missing
JGTnumeric68 unique values
0 missing
ATS8mnumeric83 unique values
0 missing
Eig02_AEA.ed.numeric81 unique values
0 missing
LLS_01numeric5 unique values
0 missing
ATS8pnumeric82 unique values
0 missing
Eig02_AEA.ri.numeric79 unique values
0 missing
LLS_02numeric5 unique values
0 missing
ATS8snumeric83 unique values
0 missing
Eig02_EAnumeric77 unique values
0 missing
LOCnumeric79 unique values
0 missing
ATS8vnumeric82 unique values
0 missing
Eig02_EA.bo.numeric78 unique values
0 missing
LPRSnumeric84 unique values
0 missing
ATSC1enumeric72 unique values
0 missing
Eig02_EA.dm.numeric27 unique values
0 missing
MATS1enumeric74 unique values
0 missing
ATSC1inumeric79 unique values
0 missing
Eig02_EA.ed.numeric83 unique values
0 missing
MATS1inumeric77 unique values
0 missing
ATSC1mnumeric81 unique values
0 missing
Eig02_EA.ri.numeric77 unique values
0 missing
MATS1mnumeric65 unique values
0 missing
ATSC1pnumeric83 unique values
0 missing
Eig03_AEA.bo.numeric80 unique values
0 missing
MATS1pnumeric72 unique values
0 missing
ATSC1snumeric84 unique values
0 missing
Eig03_AEA.dm.numeric82 unique values
0 missing
MATS1snumeric74 unique values
0 missing
ATSC1vnumeric83 unique values
0 missing
Eig03_AEA.ed.numeric79 unique values
0 missing
MATS1vnumeric61 unique values
0 missing
ATSC2enumeric74 unique values
0 missing
Eig03_AEA.ri.numeric80 unique values
0 missing
MATS2enumeric73 unique values
0 missing
ATSC2inumeric81 unique values
0 missing
Eig03_EAnumeric75 unique values
0 missing
MATS2inumeric77 unique values
0 missing
ATSC2mnumeric83 unique values
0 missing
Eig03_EA.bo.numeric78 unique values
0 missing
MATS2mnumeric71 unique values
0 missing
ATSC2pnumeric83 unique values
0 missing
Eig03_EA.dm.numeric16 unique values
0 missing
MATS2pnumeric75 unique values
0 missing
ATSC2snumeric84 unique values
0 missing
Eig03_EA.ed.numeric84 unique values
0 missing
MATS2snumeric68 unique values
0 missing
ATSC2vnumeric84 unique values
0 missing
Eig03_EA.ri.numeric81 unique values
0 missing
MATS2vnumeric74 unique values
0 missing
ATSC3enumeric81 unique values
0 missing
Eig04_AEA.bo.numeric79 unique values
0 missing
MATS3enumeric75 unique values
0 missing
ATSC3inumeric82 unique values
0 missing
Eig04_AEA.dm.numeric82 unique values
0 missing
MATS3inumeric75 unique values
0 missing
ATSC3mnumeric84 unique values
0 missing
Eig04_AEA.ed.numeric81 unique values
0 missing
MATS3mnumeric71 unique values
0 missing
ATSC3pnumeric84 unique values
0 missing
Eig04_AEA.ri.numeric77 unique values
0 missing
MATS3pnumeric75 unique values
0 missing
ATSC3snumeric84 unique values
0 missing
Eig04_EAnumeric82 unique values
0 missing
MATS3snumeric71 unique values
0 missing
ATSC3vnumeric83 unique values
0 missing
Eig04_EA.bo.numeric81 unique values
0 missing
MATS3vnumeric76 unique values
0 missing
ATSC4enumeric79 unique values
0 missing
Eig04_EA.dm.numeric16 unique values
0 missing
MATS4enumeric74 unique values
0 missing
ATSC4inumeric81 unique values
0 missing
Eig04_EA.ed.numeric81 unique values
0 missing
ATSC4mnumeric84 unique values
0 missing
Eig04_EA.ri.numeric77 unique values
0 missing
ATSC4pnumeric84 unique values
0 missing
Eig05_AEA.bo.numeric80 unique values
0 missing
ATSC4snumeric84 unique values
0 missing
Eig05_AEA.dm.numeric82 unique values
0 missing
ATSC4vnumeric84 unique values
0 missing
Eig05_AEA.ed.numeric78 unique values
0 missing
ATSC5enumeric83 unique values
0 missing
Eig05_AEA.ri.numeric82 unique values
0 missing
ATSC5inumeric82 unique values
0 missing
Eig05_EAnumeric78 unique values
0 missing
ATSC5mnumeric84 unique values
0 missing
Eig05_EA.bo.numeric75 unique values
0 missing
ATSC5pnumeric84 unique values
0 missing
Eig05_EA.dm.numeric10 unique values
0 missing
ATSC5snumeric84 unique values
0 missing
Eig05_EA.ed.numeric84 unique values
0 missing
ATSC5vnumeric84 unique values
0 missing
Eig05_EA.ri.numeric82 unique values
0 missing
ATSC6enumeric83 unique values
0 missing
Eig06_AEA.bo.numeric78 unique values
0 missing
ATSC6inumeric81 unique values
0 missing
Eig06_AEA.dm.numeric81 unique values
0 missing
ATSC6mnumeric84 unique values
0 missing
Eig06_AEA.ed.numeric79 unique values
0 missing
ATSC6pnumeric83 unique values
0 missing
Eig06_AEA.ri.numeric81 unique values
0 missing
ATSC6snumeric84 unique values
0 missing
Eig06_EAnumeric78 unique values
0 missing
ATSC6vnumeric84 unique values
0 missing
Eig06_EA.bo.numeric78 unique values
0 missing
ATSC7enumeric82 unique values
0 missing
Eig06_EA.dm.numeric9 unique values
0 missing
ATSC7inumeric82 unique values
0 missing
Eig06_EA.ed.numeric83 unique values
0 missing
ATSC7mnumeric84 unique values
0 missing
Eig06_EA.ri.numeric81 unique values
0 missing
ATSC7pnumeric83 unique values
0 missing
Eig07_AEA.bo.numeric77 unique values
0 missing
ATSC7snumeric84 unique values
0 missing
Eig07_AEA.dm.numeric81 unique values
0 missing
ATSC7vnumeric84 unique values
0 missing
Eig07_AEA.ed.numeric79 unique values
0 missing
ATSC8enumeric82 unique values
0 missing
Eig07_AEA.ri.numeric80 unique values
0 missing
ATSC8inumeric81 unique values
0 missing
Eig07_EAnumeric78 unique values
0 missing
ATSC8mnumeric84 unique values
0 missing
Eig07_EA.bo.numeric81 unique values
0 missing
ATSC8pnumeric84 unique values
0 missing
Eig07_EA.dm.numeric8 unique values
0 missing
ATSC8snumeric84 unique values
0 missing
Eig07_EA.ed.numeric84 unique values
0 missing
ATSC8vnumeric84 unique values
0 missing
Eig07_EA.ri.numeric77 unique values
0 missing
BACnumeric36 unique values
0 missing
Eig08_AEA.bo.numeric77 unique values
0 missing
BBInumeric37 unique values
0 missing
Eig08_AEA.dm.numeric80 unique values
0 missing
BIC0numeric54 unique values
0 missing
Eig08_AEA.ed.numeric80 unique values
0 missing
BIC1numeric66 unique values
0 missing
Eig08_AEA.ri.numeric80 unique values
0 missing
BIC2numeric67 unique values
0 missing
Eig08_EAnumeric79 unique values
0 missing
BIC3numeric64 unique values
0 missing
Eig08_EA.bo.numeric80 unique values
0 missing
BIC4numeric57 unique values
0 missing
Eig08_EA.dm.numeric5 unique values
0 missing
BIC5numeric59 unique values
0 missing
Eig08_EA.ed.numeric81 unique values
0 missing
BIDnumeric46 unique values
0 missing
Eig08_EA.ri.numeric81 unique values
0 missing
BLInumeric65 unique values
0 missing
Eig09_AEA.bo.numeric72 unique values
0 missing
BLTA96numeric74 unique values
0 missing
Eig09_AEA.dm.numeric82 unique values
0 missing
BLTD48numeric70 unique values
0 missing
Eig09_AEA.ed.numeric81 unique values
0 missing
BLTF96numeric70 unique values
0 missing
Eig09_AEA.ri.numeric75 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig09_EAnumeric72 unique values
0 missing
C.numeric68 unique values
0 missing
Eig09_EA.bo.numeric77 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
C.002numeric8 unique values
0 missing
Eig09_EA.ed.numeric77 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig09_EA.ri.numeric76 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig10_AEA.bo.numeric74 unique values
0 missing
C.005numeric5 unique values
0 missing
Eig10_AEA.dm.numeric77 unique values
0 missing
C.006numeric9 unique values
0 missing
Eig10_AEA.ed.numeric79 unique values
0 missing
C.007numeric2 unique values
0 missing
Eig10_AEA.ri.numeric80 unique values
0 missing
C.008numeric4 unique values
0 missing
Eig10_EAnumeric71 unique values
0 missing
C.009numeric3 unique values
0 missing
Eig10_EA.bo.numeric75 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig10_EA.ed.numeric78 unique values
0 missing
C.013numeric3 unique values
0 missing
Eig10_EA.ri.numeric75 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig11_AEA.bo.numeric73 unique values
0 missing
C.016numeric4 unique values
0 missing
Eig11_AEA.dm.numeric72 unique values
0 missing
C.017numeric3 unique values
0 missing
Eig11_AEA.ed.numeric74 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig11_AEA.ri.numeric75 unique values
0 missing
C.021numeric2 unique values
0 missing
Eig11_EAnumeric68 unique values
0 missing
C.022numeric3 unique values
0 missing
Eig11_EA.bo.numeric74 unique values
0 missing
C.024numeric14 unique values
0 missing
Eig11_EA.ed.numeric76 unique values
0 missing
C.025numeric8 unique values
0 missing
Eig11_EA.ri.numeric72 unique values
0 missing
C.026numeric8 unique values
0 missing
Eig12_AEA.bo.numeric75 unique values
0 missing
C.027numeric4 unique values
0 missing
Eig12_AEA.dm.numeric74 unique values
0 missing
C.028numeric4 unique values
0 missing
Eig12_AEA.ed.numeric70 unique values
0 missing
C.029numeric4 unique values
0 missing
Eig12_AEA.ri.numeric74 unique values
0 missing
C.030numeric2 unique values
0 missing
Eig12_EAnumeric72 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig12_EA.bo.numeric74 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig12_EA.ed.numeric72 unique values
0 missing
C.033numeric3 unique values
0 missing
Eig12_EA.ri.numeric74 unique values
0 missing
C.034numeric5 unique values
0 missing
Eig13_AEA.bo.numeric73 unique values
0 missing
C.035numeric2 unique values
0 missing
Eig13_AEA.dm.numeric78 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig13_AEA.ed.numeric68 unique values
0 missing
C.040numeric4 unique values
0 missing
Eig13_AEA.ri.numeric74 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig13_EAnumeric69 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig13_EA.bo.numeric70 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig13_EA.ed.numeric72 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig13_EA.ri.numeric76 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eig14_AEA.bo.numeric68 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eig14_AEA.dm.numeric73 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eig14_AEA.ed.numeric72 unique values
0 missing
CATS2D_01_AAnumeric4 unique values
0 missing
Eig14_AEA.ri.numeric74 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig14_EAnumeric70 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eig14_EA.bo.numeric74 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig14_EA.ed.numeric73 unique values
0 missing
CATS2D_01_LLnumeric16 unique values
0 missing
Eig14_EA.ri.numeric72 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig15_AEA.bo.numeric73 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
Eig15_AEA.dm.numeric76 unique values
0 missing
CATS2D_02_ALnumeric13 unique values
0 missing
Eig15_AEA.ed.numeric77 unique values
0 missing
CATS2D_02_APnumeric5 unique values
0 missing
Eig15_AEA.ri.numeric77 unique values
0 missing
CATS2D_02_DAnumeric7 unique values
0 missing
Eig15_EAnumeric70 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eig15_EA.bo.numeric77 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
Eig15_EA.ed.numeric75 unique values
0 missing
CATS2D_02_LLnumeric17 unique values
0 missing
Eig15_EA.ri.numeric80 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eta_alphanumeric80 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eta_alpha_Anumeric41 unique values
0 missing
CATS2D_03_AAnumeric6 unique values
0 missing
Eta_Bnumeric73 unique values
0 missing
CATS2D_03_ALnumeric14 unique values
0 missing
Eta_B_Anumeric22 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
Eta_betanumeric62 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
Eta_beta_Anumeric68 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
Eta_betaPnumeric29 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
Eta_betaP_Anumeric71 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
Eta_betaSnumeric45 unique values
0 missing
CATS2D_03_LLnumeric17 unique values
0 missing
Eta_betaS_Anumeric52 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
Eta_Cnumeric84 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
Eta_C_Anumeric78 unique values
0 missing
CATS2D_04_AAnumeric6 unique values
0 missing
Eta_epsinumeric82 unique values
0 missing
CATS2D_04_ALnumeric16 unique values
0 missing
Eta_epsi_Anumeric64 unique values
0 missing
CATS2D_04_APnumeric4 unique values
0 missing
Eta_Fnumeric84 unique values
0 missing
CATS2D_04_DAnumeric6 unique values
0 missing
Eta_F_Anumeric67 unique values
0 missing
CATS2D_04_DDnumeric5 unique values
0 missing
Eta_FLnumeric82 unique values
0 missing
CATS2D_04_DLnumeric10 unique values
0 missing
Eta_FL_Anumeric60 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
Eta_Lnumeric84 unique values
0 missing
CATS2D_04_LLnumeric18 unique values
0 missing
Eta_L_Anumeric59 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
Eta_sh_pnumeric65 unique values
0 missing
CATS2D_04_PPnumeric2 unique values
0 missing
Eta_sh_xnumeric24 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
Eta_sh_ynumeric67 unique values
0 missing
CATS2D_05_ALnumeric17 unique values
0 missing
F.081numeric2 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
F.083numeric3 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
F.084numeric3 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
GATS1enumeric75 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
GATS1inumeric80 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
GATS1mnumeric71 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS1pnumeric79 unique values
0 missing
CATS2D_05_LLnumeric19 unique values
0 missing
GATS1snumeric75 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
GATS1vnumeric74 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
GATS2enumeric77 unique values
0 missing
CATS2D_06_ALnumeric15 unique values
0 missing
GATS2inumeric72 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
GATS2mnumeric77 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
GATS2pnumeric74 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS2snumeric81 unique values
0 missing
CATS2D_06_DLnumeric12 unique values
0 missing
GATS2vnumeric76 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GATS3enumeric75 unique values
0 missing
CATS2D_06_LLnumeric20 unique values
0 missing
GATS3inumeric69 unique values
0 missing
CATS2D_06_PLnumeric5 unique values
0 missing
GATS3mnumeric73 unique values
0 missing
CATS2D_07_AAnumeric7 unique values
0 missing
GATS3pnumeric71 unique values
0 missing
CATS2D_07_ALnumeric15 unique values
0 missing
GATS3snumeric71 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS3vnumeric72 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
GATS4enumeric81 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
GATS4inumeric75 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS4mnumeric79 unique values
0 missing
CATS2D_07_DLnumeric11 unique values
0 missing
GATS4pnumeric77 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GATS4snumeric79 unique values
0 missing
CATS2D_07_LLnumeric18 unique values
0 missing
GATS4vnumeric75 unique values
0 missing
CATS2D_07_PLnumeric5 unique values
0 missing
GATS5enumeric81 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
GATS5inumeric74 unique values
0 missing
CATS2D_08_ALnumeric13 unique values
0 missing
GATS5mnumeric78 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
GATS5pnumeric81 unique values
0 missing
CATS2D_08_DAnumeric6 unique values
0 missing
GATS5snumeric82 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
GATS5vnumeric75 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
GATS6enumeric78 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GATS6inumeric75 unique values
0 missing
CATS2D_08_LLnumeric15 unique values
0 missing
GATS6mnumeric77 unique values
0 missing
CATS2D_08_PLnumeric6 unique values
0 missing
GATS6pnumeric78 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
GATS6snumeric83 unique values
0 missing
CATS2D_09_ALnumeric13 unique values
0 missing
GATS6vnumeric74 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
GATS7enumeric79 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
GATS7inumeric75 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
GATS7mnumeric81 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
GATS7pnumeric76 unique values
0 missing
CATS2D_09_DPnumeric3 unique values
0 missing
GATS7snumeric82 unique values
0 missing
CATS2D_09_LLnumeric13 unique values
0 missing
GATS7vnumeric74 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
GATS8enumeric83 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
GATS8inumeric76 unique values
0 missing
CENTnumeric83 unique values
0 missing
GATS8mnumeric80 unique values
0 missing
Chi0_AEA.bo.numeric83 unique values
0 missing
GATS8pnumeric77 unique values
0 missing
Chi0_AEA.dm.numeric83 unique values
0 missing
GATS8snumeric77 unique values
0 missing
Chi0_AEA.ed.numeric83 unique values
0 missing
GATS8vnumeric74 unique values
0 missing
Chi0_AEA.ri.numeric83 unique values
0 missing
GGI1numeric17 unique values
0 missing
Chi0_EAnumeric83 unique values
0 missing
GGI10numeric71 unique values
0 missing
Chi0_EA.bo.numeric84 unique values
0 missing
GGI2numeric23 unique values
0 missing
Chi0_EA.dm.numeric83 unique values
0 missing
GGI3numeric74 unique values
0 missing
Chi0_EA.ed.numeric84 unique values
0 missing
GGI4numeric82 unique values
0 missing
Chi0_EA.ri.numeric84 unique values
0 missing
GGI5numeric78 unique values
0 missing
Chi1_AEA.bo.numeric82 unique values
0 missing
GGI6numeric80 unique values
0 missing
Chi1_AEA.dm.numeric82 unique values
0 missing
GGI7numeric79 unique values
0 missing
Chi1_AEA.ed.numeric82 unique values
0 missing
GGI8numeric78 unique values
0 missing
Chi1_AEA.ri.numeric82 unique values
0 missing
GGI9numeric74 unique values
0 missing
Chi1_EAnumeric82 unique values
0 missing
GMTInumeric84 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
84
Number of instances (rows) of the dataset.
NumberOfFeatures
588
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
587
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
9.17
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
1.25
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
23412.83
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
1.11
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
0.47
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
5.46
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
167.68
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.14
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.2
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.56
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
0.47
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
7
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.99
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.56
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
92.02
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
0.33
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.05
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.38
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
84
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.06
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
43759.19
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
2.6
Third quartile of kurtosis among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.83
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.64
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-9.17
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.17
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4574
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4574
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4574
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4574
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4574
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4574
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4574
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4574
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4574
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4574
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4574
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4574
0 runs - estimation_procedure: 50 times Clustering
Define a new task