Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1275209

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1275209

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: CHEMBL1275209 (TID: 103579), and it has 31 rows and 628 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.

630 features

pXC50 (target)numeric23 unique values
0 missing
molecule_id (row identifier)nominal31 unique values
0 missing
CATS2D_01_LLnumeric17 unique values
0 missing
Eta_betaPnumeric24 unique values
0 missing
ATSC8snumeric31 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_betaP_Anumeric26 unique values
0 missing
Eig01_AEA.ed.numeric20 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
Eta_betaSnumeric23 unique values
0 missing
Eig01_AEA.ri.numeric23 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
Eta_betaS_Anumeric24 unique values
0 missing
Eig01_EAnumeric23 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
Eta_Cnumeric31 unique values
0 missing
Eig01_EA.ed.numeric23 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eta_C_Anumeric30 unique values
0 missing
SM05_EA.ed.numeric30 unique values
0 missing
CATS2D_02_DAnumeric6 unique values
0 missing
Eta_epsinumeric30 unique values
0 missing
SM06_EA.ed.numeric30 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eta_epsi_Anumeric28 unique values
0 missing
SM07_EA.ed.numeric31 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
Eta_Fnumeric31 unique values
0 missing
SM08_EA.ed.numeric30 unique values
0 missing
CATS2D_02_LLnumeric17 unique values
0 missing
Eta_F_Anumeric31 unique values
0 missing
SM09_AEA.bo.numeric23 unique values
0 missing
CATS2D_02_NLnumeric6 unique values
0 missing
Eta_FLnumeric30 unique values
0 missing
SM09_EA.ed.numeric29 unique values
0 missing
CATS2D_02_PLnumeric5 unique values
0 missing
Eta_FL_Anumeric21 unique values
0 missing
SM10_AEA.dm.numeric23 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
Eta_Lnumeric30 unique values
0 missing
SM10_EAnumeric31 unique values
0 missing
CATS2D_03_ALnumeric18 unique values
0 missing
Eta_L_Anumeric24 unique values
0 missing
SM10_EA.ed.numeric30 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
Eta_sh_pnumeric29 unique values
0 missing
SM11_AEA.ed.numeric30 unique values
0 missing
CATS2D_03_APnumeric4 unique values
0 missing
Eta_sh_xnumeric18 unique values
0 missing
SM11_EAnumeric30 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
Eta_sh_ynumeric27 unique values
0 missing
SM11_EA.ed.numeric30 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS1enumeric30 unique values
0 missing
SM12_AEA.ed.numeric30 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
GATS1inumeric29 unique values
0 missing
SM12_EAnumeric31 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
GATS1mnumeric30 unique values
0 missing
SM12_EA.ed.numeric30 unique values
0 missing
CATS2D_03_LLnumeric19 unique values
0 missing
GATS1pnumeric30 unique values
0 missing
SM13_AEA.ed.numeric28 unique values
0 missing
CATS2D_03_NLnumeric5 unique values
0 missing
GATS1snumeric29 unique values
0 missing
SM13_EAnumeric31 unique values
0 missing
CATS2D_03_PLnumeric6 unique values
0 missing
GATS1vnumeric27 unique values
0 missing
SM13_EA.ed.numeric30 unique values
0 missing
CATS2D_03_PNnumeric2 unique values
0 missing
GATS2enumeric29 unique values
0 missing
SM14_AEA.ed.numeric30 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
GATS2inumeric27 unique values
0 missing
SM14_EAnumeric31 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
GATS2mnumeric28 unique values
0 missing
SM14_EA.ed.numeric29 unique values
0 missing
CATS2D_04_APnumeric4 unique values
0 missing
GATS2pnumeric30 unique values
0 missing
SM15_AEA.ed.numeric30 unique values
0 missing
CATS2D_04_DAnumeric6 unique values
0 missing
GATS2snumeric27 unique values
0 missing
SM15_EAnumeric31 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
GATS2vnumeric28 unique values
0 missing
SM15_EA.ed.numeric30 unique values
0 missing
CATS2D_04_DLnumeric11 unique values
0 missing
GATS3enumeric29 unique values
0 missing
SpDiam_AEA.ri.numeric29 unique values
0 missing
CATS2D_04_DNnumeric3 unique values
0 missing
GATS3inumeric30 unique values
0 missing
SpDiam_EAnumeric23 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
GATS3mnumeric27 unique values
0 missing
SpDiam_EA.ed.numeric27 unique values
0 missing
CATS2D_04_LLnumeric16 unique values
0 missing
GATS3pnumeric27 unique values
0 missing
SpMax_AEA.ed.numeric20 unique values
0 missing
CATS2D_04_NLnumeric6 unique values
0 missing
GATS3snumeric30 unique values
0 missing
SpMax_AEA.ri.numeric23 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
GATS3vnumeric28 unique values
0 missing
SpMax_EAnumeric23 unique values
0 missing
CATS2D_04_PNnumeric2 unique values
0 missing
GATS4enumeric28 unique values
0 missing
SpMax_EA.ed.numeric23 unique values
0 missing
CATS2D_04_PPnumeric2 unique values
0 missing
GATS4inumeric29 unique values
0 missing
ECCnumeric31 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
GATS4mnumeric29 unique values
0 missing
RDCHInumeric31 unique values
0 missing
CATS2D_05_ALnumeric17 unique values
0 missing
GATS4pnumeric29 unique values
0 missing
SMTIVnumeric31 unique values
0 missing
CATS2D_05_ANnumeric3 unique values
0 missing
GATS4snumeric29 unique values
0 missing
AECCnumeric30 unique values
0 missing
CATS2D_05_APnumeric4 unique values
0 missing
GATS4vnumeric30 unique values
0 missing
ATSC2enumeric29 unique values
0 missing
CATS2D_05_DAnumeric7 unique values
0 missing
GATS5enumeric29 unique values
0 missing
Eig01_AEA.bo.numeric21 unique values
0 missing
CATS2D_05_DDnumeric4 unique values
0 missing
GATS5inumeric29 unique values
0 missing
Eig02_AEA.dm.numeric22 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
GATS5mnumeric30 unique values
0 missing
SM03_EA.ed.numeric29 unique values
0 missing
CATS2D_05_DNnumeric3 unique values
0 missing
GATS5pnumeric30 unique values
0 missing
SM07_EAnumeric30 unique values
0 missing
CATS2D_05_DPnumeric3 unique values
0 missing
GATS5snumeric31 unique values
0 missing
SM08_AEA.ed.numeric29 unique values
0 missing
CATS2D_05_LLnumeric16 unique values
0 missing
GATS5vnumeric29 unique values
0 missing
SM08_EAnumeric30 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
GATS6enumeric30 unique values
0 missing
SM09_AEA.ed.numeric29 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
GATS6inumeric31 unique values
0 missing
SM09_EAnumeric30 unique values
0 missing
CATS2D_05_PNnumeric3 unique values
0 missing
GATS6mnumeric31 unique values
0 missing
SM10_AEA.ed.numeric30 unique values
0 missing
CATS2D_06_AAnumeric7 unique values
0 missing
GATS6pnumeric31 unique values
0 missing
SpDiam_AEA.ed.numeric25 unique values
0 missing
CATS2D_06_ALnumeric15 unique values
0 missing
GATS6snumeric31 unique values
0 missing
SpMAD_EA.ed.numeric30 unique values
0 missing
CATS2D_06_ANnumeric3 unique values
0 missing
GATS6vnumeric26 unique values
0 missing
SpMax_AEA.bo.numeric21 unique values
0 missing
CATS2D_06_APnumeric5 unique values
0 missing
GATS7enumeric30 unique values
0 missing
Chi0_EA.ri.numeric30 unique values
0 missing
CATS2D_06_DAnumeric7 unique values
0 missing
GATS7inumeric30 unique values
0 missing
AMRnumeric30 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
GATS7mnumeric31 unique values
0 missing
GMTInumeric31 unique values
0 missing
CATS2D_06_DLnumeric8 unique values
0 missing
GATS7pnumeric31 unique values
0 missing
IDETnumeric31 unique values
0 missing
CATS2D_06_DNnumeric3 unique values
0 missing
GATS7snumeric31 unique values
0 missing
IDMTnumeric31 unique values
0 missing
CATS2D_06_DPnumeric3 unique values
0 missing
GATS7vnumeric30 unique values
0 missing
SMTInumeric31 unique values
0 missing
CATS2D_06_LLnumeric17 unique values
0 missing
GATS8enumeric30 unique values
0 missing
Xunumeric31 unique values
0 missing
CATS2D_06_NLnumeric5 unique values
0 missing
GATS8inumeric30 unique values
0 missing
CATS2D_04_ALnumeric21 unique values
0 missing
CATS2D_06_NNnumeric2 unique values
0 missing
GATS8mnumeric31 unique values
0 missing
Chi0_EA.ed.numeric31 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
GATS8pnumeric30 unique values
0 missing
Chi1_EA.ed.numeric31 unique values
0 missing
CATS2D_06_PNnumeric2 unique values
0 missing
GATS8snumeric31 unique values
0 missing
Eig15_AEA.dm.numeric29 unique values
0 missing
CATS2D_07_AAnumeric6 unique values
0 missing
GATS8vnumeric28 unique values
0 missing
Eig15_AEA.ri.numeric27 unique values
0 missing
CATS2D_07_ALnumeric14 unique values
0 missing
GGI1numeric18 unique values
0 missing
Eig15_EAnumeric26 unique values
0 missing
CATS2D_07_ANnumeric4 unique values
0 missing
GGI10numeric28 unique values
0 missing
Eig15_EA.bo.numeric28 unique values
0 missing
CATS2D_07_APnumeric4 unique values
0 missing
GGI2numeric23 unique values
0 missing
Eig15_EA.ed.numeric29 unique values
0 missing
CATS2D_07_DAnumeric6 unique values
0 missing
GGI3numeric29 unique values
0 missing
LPRSnumeric31 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
GGI4numeric31 unique values
0 missing
ON1numeric29 unique values
0 missing
CATS2D_07_DLnumeric9 unique values
0 missing
GGI5numeric29 unique values
0 missing
SM09_AEA.dm.numeric26 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
GGI6numeric30 unique values
0 missing
SM10_AEA.ri.numeric29 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GGI7numeric30 unique values
0 missing
SpMin6_Bh.p.numeric28 unique values
0 missing
CATS2D_07_LLnumeric17 unique values
0 missing
GGI8numeric29 unique values
0 missing
VARnumeric28 unique values
0 missing
CATS2D_07_NLnumeric6 unique values
0 missing
GGI9numeric30 unique values
0 missing
ATSC2snumeric30 unique values
0 missing
CATS2D_07_PLnumeric6 unique values
0 missing
GMTIVnumeric31 unique values
0 missing
Eig01_EA.bo.numeric21 unique values
0 missing
CATS2D_07_PNnumeric2 unique values
0 missing
GNarnumeric28 unique values
0 missing
NdOnumeric8 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
H.numeric27 unique values
0 missing
SdOnumeric28 unique values
0 missing
CATS2D_08_ALnumeric14 unique values
0 missing
H.046numeric7 unique values
0 missing
SM11_AEA.ri.numeric21 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
H.047numeric17 unique values
0 missing
SM12_EA.bo.numeric30 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
H.048numeric3 unique values
0 missing
SM13_EA.bo.numeric31 unique values
0 missing
CATS2D_08_DAnumeric6 unique values
0 missing
H.049numeric2 unique values
0 missing
SM14_EA.bo.numeric30 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
H.050numeric7 unique values
0 missing
SM15_EA.bo.numeric31 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
H.051numeric3 unique values
0 missing
SpDiam_EA.bo.numeric21 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
H.052numeric2 unique values
0 missing
SpMax1_Bh.m.numeric24 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
H.053numeric2 unique values
0 missing
SpMax2_Bh.s.numeric16 unique values
0 missing
CATS2D_08_LLnumeric16 unique values
0 missing
HDcpxnumeric28 unique values
0 missing
SpMax_EA.bo.numeric21 unique values
0 missing
CATS2D_08_NLnumeric5 unique values
0 missing
HNarnumeric28 unique values
0 missing
SpMin2_Bh.e.numeric29 unique values
0 missing
CATS2D_08_PLnumeric4 unique values
0 missing
HVcpxnumeric30 unique values
0 missing
SpMin2_Bh.i.numeric28 unique values
0 missing
CATS2D_09_AAnumeric5 unique values
0 missing
Hynumeric29 unique values
0 missing
Eig15_AEA.bo.numeric30 unique values
0 missing
CATS2D_09_ALnumeric14 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Eig15_EA.ri.numeric26 unique values
0 missing
CATS2D_09_ANnumeric3 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
SpMax6_Bh.i.numeric27 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
Chi0_AEA.bo.numeric30 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
IACnumeric30 unique values
0 missing
Chi0_AEA.dm.numeric30 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
IC0numeric28 unique values
0 missing
Chi0_AEA.ed.numeric30 unique values
0 missing
CATS2D_09_DLnumeric11 unique values
0 missing
IC1numeric30 unique values
0 missing
Chi0_AEA.ri.numeric30 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
IC2numeric30 unique values
0 missing
Chi0_EAnumeric30 unique values
0 missing
CATS2D_09_LLnumeric13 unique values
0 missing
IC3numeric30 unique values
0 missing
Chi0_EA.bo.numeric30 unique values
0 missing
CATS2D_09_NLnumeric4 unique values
0 missing
IC4numeric29 unique values
0 missing
IVDMnumeric28 unique values
0 missing
CATS2D_09_NNnumeric2 unique values
0 missing
IC5numeric30 unique values
0 missing
SAtotnumeric30 unique values
0 missing
CATS2D_09_PLnumeric5 unique values
0 missing
ICRnumeric31 unique values
0 missing
DECCnumeric31 unique values
0 missing
CATS2D_09_PNnumeric2 unique values
0 missing
IDDEnumeric30 unique values
0 missing
ATS1mnumeric30 unique values
0 missing
CENTnumeric31 unique values
0 missing
IDDMnumeric31 unique values
0 missing
Eig14_EA.bo.numeric30 unique values
0 missing
Chi0_EA.dm.numeric29 unique values
0 missing
IDEnumeric31 unique values
0 missing
Eig14_EAnumeric29 unique values
0 missing
Chi1_AEA.bo.numeric30 unique values
0 missing
IDMnumeric30 unique values
0 missing
Eig14_EA.ri.numeric29 unique values
0 missing
Chi1_AEA.dm.numeric30 unique values
0 missing
Infective.50numeric2 unique values
0 missing
SM08_AEA.dm.numeric29 unique values
0 missing
Chi1_AEA.ed.numeric30 unique values
0 missing
Infective.80numeric2 unique values
0 missing
CSInumeric31 unique values
0 missing
Chi1_AEA.ri.numeric30 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
SpMax6_Bh.e.numeric27 unique values
0 missing
Chi1_EAnumeric30 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
AACnumeric28 unique values
0 missing
Chi1_EA.bo.numeric30 unique values
0 missing
ISIZnumeric24 unique values
0 missing
ALOGPnumeric30 unique values
0 missing
Chi1_EA.dm.numeric29 unique values
0 missing
IVDEnumeric27 unique values
0 missing
ALOGP2numeric30 unique values
0 missing
Chi1_EA.ri.numeric30 unique values
0 missing
JGI1numeric26 unique values
0 missing
AMWnumeric30 unique values
0 missing
CIC0numeric30 unique values
0 missing
JGI10numeric12 unique values
0 missing
ARRnumeric23 unique values
0 missing
CIC1numeric28 unique values
0 missing
JGI2numeric21 unique values
0 missing
ATS1enumeric30 unique values
0 missing
CIC2numeric30 unique values
0 missing
JGI3numeric21 unique values
0 missing
ATS1inumeric30 unique values
0 missing
CIC3numeric30 unique values
0 missing
JGI4numeric19 unique values
0 missing
ATS1pnumeric30 unique values
0 missing
CIC4numeric29 unique values
0 missing
JGI5numeric16 unique values
0 missing
ATS1snumeric29 unique values
0 missing
CIC5numeric29 unique values
0 missing
ATS1vnumeric29 unique values
0 missing
CIDnumeric30 unique values
0 missing
ATS2enumeric30 unique values
0 missing
Cl.089numeric2 unique values
0 missing
ATS2inumeric30 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ATS2mnumeric30 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATS2pnumeric29 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATS2snumeric30 unique values
0 missing
DBInumeric21 unique values
0 missing
ATS2vnumeric29 unique values
0 missing
D.Dtr05numeric8 unique values
0 missing
ATS3enumeric30 unique values
0 missing
D.Dtr06numeric31 unique values
0 missing
ATS3inumeric30 unique values
0 missing
D.Dtr09numeric5 unique values
0 missing
ATS3mnumeric30 unique values
0 missing
D.Dtr10numeric17 unique values
0 missing
ATS3pnumeric30 unique values
0 missing
DELSnumeric31 unique values
0 missing
ATS3snumeric29 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ATS3vnumeric30 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS4enumeric29 unique values
0 missing
DLS_01numeric4 unique values
0 missing
ATS4inumeric30 unique values
0 missing
DLS_02numeric5 unique values
0 missing
ATS4mnumeric28 unique values
0 missing
DLS_03numeric5 unique values
0 missing
ATS4pnumeric30 unique values
0 missing
DLS_04numeric8 unique values
0 missing
ATS4snumeric31 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS4vnumeric30 unique values
0 missing
DLS_06numeric5 unique values
0 missing
ATS5enumeric30 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS5inumeric30 unique values
0 missing
DLS_consnumeric20 unique values
0 missing
ATS5mnumeric31 unique values
0 missing
Dznumeric27 unique values
0 missing
ATS5pnumeric31 unique values
0 missing
Eig01_AEA.dm.numeric21 unique values
0 missing
ATS5snumeric31 unique values
0 missing
Eig01_EA.dm.numeric11 unique values
0 missing
ATS5vnumeric31 unique values
0 missing
Eig01_EA.ri.numeric24 unique values
0 missing
ATS6enumeric31 unique values
0 missing
Eig02_AEA.bo.numeric27 unique values
0 missing
ATS6inumeric30 unique values
0 missing
Eig02_AEA.ed.numeric26 unique values
0 missing
ATS6mnumeric31 unique values
0 missing
Eig02_AEA.ri.numeric27 unique values
0 missing
ATS6pnumeric31 unique values
0 missing
Eig02_EAnumeric28 unique values
0 missing
ATS6snumeric31 unique values
0 missing
Eig02_EA.bo.numeric28 unique values
0 missing
ATS6vnumeric31 unique values
0 missing
Eig02_EA.dm.numeric13 unique values
0 missing
ATS7enumeric31 unique values
0 missing
Eig02_EA.ed.numeric26 unique values
0 missing
ATS7inumeric31 unique values
0 missing
Eig02_EA.ri.numeric27 unique values
0 missing
ATS7mnumeric31 unique values
0 missing
Eig03_AEA.bo.numeric28 unique values
0 missing
ATS7pnumeric31 unique values
0 missing
Eig03_AEA.dm.numeric28 unique values
0 missing
ATS7snumeric31 unique values
0 missing
Eig03_AEA.ed.numeric28 unique values
0 missing
ATS7vnumeric31 unique values
0 missing
Eig03_AEA.ri.numeric30 unique values
0 missing
ATS8enumeric31 unique values
0 missing
Eig03_EAnumeric27 unique values
0 missing
ATS8inumeric31 unique values
0 missing
Eig03_EA.bo.numeric29 unique values
0 missing
ATS8mnumeric31 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
ATS8pnumeric31 unique values
0 missing
Eig03_EA.ed.numeric28 unique values
0 missing
ATS8snumeric31 unique values
0 missing
Eig03_EA.ri.numeric27 unique values
0 missing
ATS8vnumeric31 unique values
0 missing
Eig04_AEA.bo.numeric30 unique values
0 missing
ATSC1enumeric29 unique values
0 missing
Eig04_AEA.dm.numeric29 unique values
0 missing
ATSC1inumeric29 unique values
0 missing
Eig04_AEA.ed.numeric27 unique values
0 missing
ATSC1mnumeric30 unique values
0 missing
Eig04_AEA.ri.numeric28 unique values
0 missing
ATSC1pnumeric30 unique values
0 missing
Eig04_EAnumeric30 unique values
0 missing
ATSC1snumeric30 unique values
0 missing
Eig04_EA.bo.numeric29 unique values
0 missing
ATSC1vnumeric30 unique values
0 missing
Eig04_EA.dm.numeric6 unique values
0 missing
ATSC2inumeric30 unique values
0 missing
Eig04_EA.ed.numeric30 unique values
0 missing
ATSC2mnumeric29 unique values
0 missing
Eig04_EA.ri.numeric30 unique values
0 missing
ATSC2pnumeric30 unique values
0 missing
Eig05_AEA.bo.numeric30 unique values
0 missing
ATSC2vnumeric30 unique values
0 missing
Eig05_AEA.dm.numeric31 unique values
0 missing
ATSC3enumeric30 unique values
0 missing
Eig05_AEA.ed.numeric30 unique values
0 missing
ATSC3inumeric30 unique values
0 missing
Eig05_AEA.ri.numeric31 unique values
0 missing
ATSC3mnumeric30 unique values
0 missing
Eig05_EAnumeric31 unique values
0 missing
ATSC3pnumeric30 unique values
0 missing
Eig05_EA.bo.numeric31 unique values
0 missing
ATSC3snumeric31 unique values
0 missing
Eig05_EA.ed.numeric31 unique values
0 missing
ATSC3vnumeric30 unique values
0 missing
Eig05_EA.ri.numeric30 unique values
0 missing
ATSC4enumeric29 unique values
0 missing
Eig06_AEA.bo.numeric31 unique values
0 missing
ATSC4inumeric30 unique values
0 missing
Eig06_AEA.dm.numeric29 unique values
0 missing
ATSC4mnumeric30 unique values
0 missing
Eig06_AEA.ed.numeric30 unique values
0 missing
ATSC4pnumeric30 unique values
0 missing
Eig06_AEA.ri.numeric30 unique values
0 missing
ATSC4snumeric31 unique values
0 missing
Eig06_EAnumeric30 unique values
0 missing
ATSC4vnumeric30 unique values
0 missing
Eig06_EA.bo.numeric29 unique values
0 missing
ATSC5enumeric31 unique values
0 missing
Eig06_EA.ed.numeric31 unique values
0 missing
ATSC5inumeric30 unique values
0 missing
Eig06_EA.ri.numeric30 unique values
0 missing
ATSC5mnumeric31 unique values
0 missing
Eig07_AEA.bo.numeric30 unique values
0 missing
ATSC5pnumeric31 unique values
0 missing
Eig07_AEA.dm.numeric30 unique values
0 missing
ATSC5snumeric31 unique values
0 missing
Eig07_AEA.ed.numeric30 unique values
0 missing
ATSC5vnumeric31 unique values
0 missing
Eig07_AEA.ri.numeric31 unique values
0 missing
ATSC6enumeric31 unique values
0 missing
Eig07_EAnumeric30 unique values
0 missing
ATSC6inumeric31 unique values
0 missing
Eig07_EA.bo.numeric29 unique values
0 missing
ATSC6mnumeric31 unique values
0 missing
Eig07_EA.ed.numeric31 unique values
0 missing
ATSC6pnumeric31 unique values
0 missing
Eig07_EA.ri.numeric30 unique values
0 missing
ATSC6snumeric31 unique values
0 missing
Eig08_AEA.bo.numeric31 unique values
0 missing
ATSC6vnumeric31 unique values
0 missing
Eig08_AEA.dm.numeric30 unique values
0 missing
ATSC7enumeric31 unique values
0 missing
Eig08_AEA.ed.numeric27 unique values
0 missing
ATSC7inumeric31 unique values
0 missing
Eig08_AEA.ri.numeric26 unique values
0 missing
ATSC7mnumeric31 unique values
0 missing
Eig08_EAnumeric26 unique values
0 missing
ATSC7pnumeric31 unique values
0 missing
Eig08_EA.bo.numeric29 unique values
0 missing
ATSC7snumeric31 unique values
0 missing
Eig08_EA.ed.numeric29 unique values
0 missing
ATSC7vnumeric31 unique values
0 missing
Eig08_EA.ri.numeric28 unique values
0 missing
ATSC8enumeric29 unique values
0 missing
Eig09_AEA.bo.numeric30 unique values
0 missing
ATSC8inumeric30 unique values
0 missing
Eig09_AEA.dm.numeric30 unique values
0 missing
ATSC8mnumeric31 unique values
0 missing
Eig09_AEA.ed.numeric28 unique values
0 missing
ATSC8pnumeric31 unique values
0 missing
Eig09_AEA.ri.numeric30 unique values
0 missing
ATSC8vnumeric31 unique values
0 missing
Eig09_EAnumeric29 unique values
0 missing
BACnumeric20 unique values
0 missing
Eig09_EA.bo.numeric28 unique values
0 missing
BBInumeric24 unique values
0 missing
Eig09_EA.ed.numeric30 unique values
0 missing
BIC0numeric28 unique values
0 missing
Eig09_EA.ri.numeric29 unique values
0 missing
BIC1numeric29 unique values
0 missing
Eig10_AEA.bo.numeric27 unique values
0 missing
BIC2numeric27 unique values
0 missing
Eig10_AEA.dm.numeric29 unique values
0 missing
BIC3numeric28 unique values
0 missing
Eig10_AEA.ed.numeric28 unique values
0 missing
BIC4numeric28 unique values
0 missing
Eig10_AEA.ri.numeric25 unique values
0 missing
BIC5numeric28 unique values
0 missing
Eig10_EAnumeric23 unique values
0 missing
BIDnumeric27 unique values
0 missing
Eig10_EA.bo.numeric25 unique values
0 missing
BLInumeric28 unique values
0 missing
Eig10_EA.ed.numeric28 unique values
0 missing
BLTA96numeric28 unique values
0 missing
Eig10_EA.ri.numeric25 unique values
0 missing
BLTD48numeric28 unique values
0 missing
Eig11_AEA.bo.numeric25 unique values
0 missing
BLTF96numeric27 unique values
0 missing
Eig11_AEA.dm.numeric26 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig11_AEA.ed.numeric27 unique values
0 missing
C.numeric25 unique values
0 missing
Eig11_AEA.ri.numeric27 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig11_EAnumeric26 unique values
0 missing
C.002numeric3 unique values
0 missing
Eig11_EA.bo.numeric27 unique values
0 missing
C.003numeric4 unique values
0 missing
Eig11_EA.ed.numeric26 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig11_EA.ri.numeric28 unique values
0 missing
C.005numeric4 unique values
0 missing
Eig12_AEA.bo.numeric26 unique values
0 missing
C.006numeric3 unique values
0 missing
Eig12_AEA.dm.numeric23 unique values
0 missing
C.008numeric2 unique values
0 missing
Eig12_AEA.ed.numeric28 unique values
0 missing
C.016numeric3 unique values
0 missing
Eig12_AEA.ri.numeric26 unique values
0 missing
C.017numeric3 unique values
0 missing
Eig12_EAnumeric26 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig12_EA.bo.numeric29 unique values
0 missing
C.024numeric14 unique values
0 missing
Eig12_EA.ed.numeric26 unique values
0 missing
C.025numeric8 unique values
0 missing
Eig12_EA.ri.numeric26 unique values
0 missing
C.026numeric13 unique values
0 missing
Eig13_AEA.bo.numeric31 unique values
0 missing
C.027numeric2 unique values
0 missing
Eig13_AEA.dm.numeric29 unique values
0 missing
C.028numeric4 unique values
0 missing
Eig13_AEA.ed.numeric26 unique values
0 missing
C.029numeric2 unique values
0 missing
Eig13_AEA.ri.numeric30 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig13_EAnumeric30 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig13_EA.bo.numeric30 unique values
0 missing
C.033numeric3 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
C.034numeric2 unique values
0 missing
Eig13_EA.ed.numeric31 unique values
0 missing
C.035numeric2 unique values
0 missing
Eig13_EA.ri.numeric31 unique values
0 missing
C.038numeric2 unique values
0 missing
Eig14_AEA.bo.numeric29 unique values
0 missing
C.039numeric3 unique values
0 missing
Eig14_AEA.dm.numeric30 unique values
0 missing
C.040numeric2 unique values
0 missing
Eig14_AEA.ed.numeric27 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig14_AEA.ri.numeric27 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig14_EA.ed.numeric30 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig15_AEA.ed.numeric29 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eta_alphanumeric29 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eta_alpha_Anumeric22 unique values
0 missing
CATS2D_01_AAnumeric5 unique values
0 missing
Eta_Bnumeric29 unique values
0 missing
CATS2D_01_ANnumeric6 unique values
0 missing
Eta_B_Anumeric18 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eta_betanumeric29 unique values
0 missing
CATS2D_01_DNnumeric4 unique values
0 missing
Eta_beta_Anumeric25 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
31
Number of instances (rows) of the dataset.
NumberOfFeatures
630
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
629
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
5.57
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
1.01
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
75428.32
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.6
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.53
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
0.7
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
2.52
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
337.69
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.46
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.34
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.53
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
0.33
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
20.32
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.55
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.21
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
326.27
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
0.2
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.14
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.65
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
31
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.56
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
75989.97
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
1.91
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
99.84
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
6.05
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.57
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.16
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-CHEMBL1275209
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1275209
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1275209
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1275209
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1275209
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1275209
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1275209
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1275209
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1275209
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1275209
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1275209
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1275209
0 runs - estimation_procedure: 50 times Clustering
Define a new task