Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3499

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3499

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: CHEMBL3499 (TID: 17117), and it has 41 rows and 547 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.

549 features

pXC50 (target)numeric40 unique values
0 missing
molecule_id (row identifier)nominal41 unique values
0 missing
Chi0_EAnumeric28 unique values
0 missing
GMTIVnumeric39 unique values
0 missing
GATS6inumeric36 unique values
0 missing
Chi0_EA.bo.numeric36 unique values
0 missing
GNarnumeric25 unique values
0 missing
C.numeric25 unique values
0 missing
Chi0_EA.dm.numeric37 unique values
0 missing
H.numeric31 unique values
0 missing
BIC0numeric30 unique values
0 missing
Chi0_EA.ed.numeric29 unique values
0 missing
H.046numeric3 unique values
0 missing
GATS6pnumeric38 unique values
0 missing
Chi0_EA.ri.numeric38 unique values
0 missing
H.047numeric12 unique values
0 missing
ATSC6pnumeric39 unique values
0 missing
Chi1_AEA.bo.numeric29 unique values
0 missing
H.048numeric3 unique values
0 missing
CIC0numeric36 unique values
0 missing
Chi1_AEA.dm.numeric29 unique values
0 missing
H.049numeric3 unique values
0 missing
Eig06_EAnumeric28 unique values
0 missing
Chi1_AEA.ed.numeric29 unique values
0 missing
H.050numeric3 unique values
0 missing
Eig12_EA.bo.numeric34 unique values
0 missing
Chi1_AEA.ri.numeric29 unique values
0 missing
H.051numeric4 unique values
0 missing
MPC06numeric26 unique values
0 missing
Chi1_EAnumeric29 unique values
0 missing
H.052numeric5 unique values
0 missing
MPC07numeric27 unique values
0 missing
Chi1_EA.bo.numeric35 unique values
0 missing
H.053numeric2 unique values
0 missing
MPC08numeric25 unique values
0 missing
Chi1_EA.dm.numeric37 unique values
0 missing
HDcpxnumeric23 unique values
0 missing
MPC09numeric28 unique values
0 missing
Chi1_EA.ed.numeric29 unique values
0 missing
HNarnumeric25 unique values
0 missing
MPC10numeric25 unique values
0 missing
Chi1_EA.ri.numeric38 unique values
0 missing
HVcpxnumeric29 unique values
0 missing
nCnumeric13 unique values
0 missing
CIC1numeric37 unique values
0 missing
Hynumeric28 unique values
0 missing
P_VSA_s_3numeric33 unique values
0 missing
CIC2numeric37 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
SM14_AEA.bo.numeric28 unique values
0 missing
CIC3numeric34 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
SpMax6_Bh.m.numeric34 unique values
0 missing
CIC4numeric35 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
SpMaxA_EA.bo.numeric21 unique values
0 missing
CIC5numeric34 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
SpMin1_Bh.s.numeric20 unique values
0 missing
CIDnumeric26 unique values
0 missing
IACnumeric36 unique values
0 missing
SpMin3_Bh.m.numeric35 unique values
0 missing
Cl.089numeric2 unique values
0 missing
IC0numeric35 unique values
0 missing
SpMin6_Bh.m.numeric30 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IC1numeric38 unique values
0 missing
Mpnumeric31 unique values
0 missing
CSInumeric27 unique values
0 missing
IC2numeric37 unique values
0 missing
Minumeric20 unique values
0 missing
DBInumeric17 unique values
0 missing
IC3numeric33 unique values
0 missing
PCRnumeric31 unique values
0 missing
D.Dtr04numeric29 unique values
0 missing
IC4numeric34 unique values
0 missing
piPC07numeric34 unique values
0 missing
D.Dtr05numeric7 unique values
0 missing
IC5numeric34 unique values
0 missing
Eta_FL_Anumeric29 unique values
0 missing
D.Dtr06numeric28 unique values
0 missing
ICRnumeric27 unique values
0 missing
AACnumeric35 unique values
0 missing
D.Dtr07numeric4 unique values
0 missing
IDDEnumeric27 unique values
0 missing
AECCnumeric27 unique values
0 missing
D.Dtr08numeric25 unique values
0 missing
IDDMnumeric27 unique values
0 missing
ALOGPnumeric39 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
IDEnumeric29 unique values
0 missing
ALOGP2numeric37 unique values
0 missing
D.Dtr11numeric2 unique values
0 missing
IDETnumeric29 unique values
0 missing
AMRnumeric39 unique values
0 missing
DECCnumeric28 unique values
0 missing
IDMnumeric27 unique values
0 missing
AMWnumeric36 unique values
0 missing
DELSnumeric39 unique values
0 missing
IDMTnumeric29 unique values
0 missing
ARRnumeric18 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
Infective.50numeric2 unique values
0 missing
ATS1enumeric35 unique values
0 missing
DLS_01numeric2 unique values
0 missing
Infective.80numeric2 unique values
0 missing
ATS1inumeric35 unique values
0 missing
DLS_02numeric3 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
ATS1mnumeric34 unique values
0 missing
DLS_03numeric3 unique values
0 missing
ATS1pnumeric35 unique values
0 missing
DLS_04numeric7 unique values
0 missing
ATS1snumeric39 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS1vnumeric33 unique values
0 missing
DLS_06numeric3 unique values
0 missing
ATS2enumeric33 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS2inumeric37 unique values
0 missing
DLS_consnumeric20 unique values
0 missing
ATS2mnumeric37 unique values
0 missing
Dznumeric30 unique values
0 missing
ATS2pnumeric37 unique values
0 missing
ECCnumeric27 unique values
0 missing
ATS2snumeric38 unique values
0 missing
Eig01_AEA.bo.numeric14 unique values
0 missing
ATS2vnumeric38 unique values
0 missing
Eig01_AEA.dm.numeric15 unique values
0 missing
ATS3enumeric37 unique values
0 missing
Eig01_AEA.ed.numeric10 unique values
0 missing
ATS3inumeric37 unique values
0 missing
Eig01_AEA.ri.numeric13 unique values
0 missing
ATS3mnumeric37 unique values
0 missing
Eig01_EAnumeric11 unique values
0 missing
ATS3pnumeric39 unique values
0 missing
Eig01_EA.bo.numeric15 unique values
0 missing
ATS3snumeric38 unique values
0 missing
Eig01_EA.dm.numeric13 unique values
0 missing
ATS3vnumeric37 unique values
0 missing
Eig01_EA.ed.numeric13 unique values
0 missing
ATS4enumeric38 unique values
0 missing
Eig01_EA.ri.numeric13 unique values
0 missing
ATS4inumeric39 unique values
0 missing
Eig02_AEA.bo.numeric21 unique values
0 missing
ATS4mnumeric37 unique values
0 missing
Eig02_AEA.dm.numeric19 unique values
0 missing
ATS4pnumeric39 unique values
0 missing
Eig02_AEA.ed.numeric11 unique values
0 missing
ATS4snumeric36 unique values
0 missing
Eig02_AEA.ri.numeric23 unique values
0 missing
ATS4vnumeric34 unique values
0 missing
Eig02_EAnumeric15 unique values
0 missing
ATS5enumeric38 unique values
0 missing
Eig02_EA.bo.numeric25 unique values
0 missing
ATS5inumeric38 unique values
0 missing
Eig02_EA.dm.numeric21 unique values
0 missing
ATS5mnumeric38 unique values
0 missing
Eig02_EA.ed.numeric17 unique values
0 missing
ATS5pnumeric38 unique values
0 missing
Eig02_EA.ri.numeric27 unique values
0 missing
ATS5snumeric39 unique values
0 missing
Eig03_AEA.bo.numeric30 unique values
0 missing
ATS5vnumeric36 unique values
0 missing
Eig03_AEA.dm.numeric34 unique values
0 missing
ATS6enumeric38 unique values
0 missing
Eig03_AEA.ed.numeric20 unique values
0 missing
ATS6inumeric36 unique values
0 missing
Eig03_AEA.ri.numeric26 unique values
0 missing
ATS6mnumeric39 unique values
0 missing
Eig03_EAnumeric25 unique values
0 missing
ATS6pnumeric38 unique values
0 missing
Eig03_EA.bo.numeric31 unique values
0 missing
ATS6snumeric38 unique values
0 missing
Eig03_EA.dm.numeric14 unique values
0 missing
ATS6vnumeric38 unique values
0 missing
Eig03_EA.ed.numeric23 unique values
0 missing
ATS7enumeric38 unique values
0 missing
Eig03_EA.ri.numeric19 unique values
0 missing
ATS7inumeric37 unique values
0 missing
Eig04_AEA.bo.numeric33 unique values
0 missing
ATS7mnumeric36 unique values
0 missing
Eig04_AEA.dm.numeric32 unique values
0 missing
ATS7pnumeric39 unique values
0 missing
Eig04_AEA.ed.numeric25 unique values
0 missing
ATS7snumeric38 unique values
0 missing
Eig04_AEA.ri.numeric33 unique values
0 missing
ATS7vnumeric39 unique values
0 missing
Eig04_EAnumeric28 unique values
0 missing
ATS8enumeric38 unique values
0 missing
Eig04_EA.bo.numeric33 unique values
0 missing
ATS8inumeric38 unique values
0 missing
Eig04_EA.dm.numeric22 unique values
0 missing
ATS8mnumeric38 unique values
0 missing
Eig04_EA.ed.numeric28 unique values
0 missing
ATS8pnumeric36 unique values
0 missing
Eig04_EA.ri.numeric31 unique values
0 missing
ATS8snumeric38 unique values
0 missing
Eig05_AEA.bo.numeric34 unique values
0 missing
ATS8vnumeric38 unique values
0 missing
Eig05_AEA.dm.numeric33 unique values
0 missing
ATSC1enumeric35 unique values
0 missing
Eig05_AEA.ed.numeric28 unique values
0 missing
ATSC1inumeric36 unique values
0 missing
Eig05_AEA.ri.numeric36 unique values
0 missing
ATSC1mnumeric36 unique values
0 missing
Eig05_EAnumeric25 unique values
0 missing
ATSC1pnumeric36 unique values
0 missing
Eig05_EA.bo.numeric31 unique values
0 missing
ATSC1snumeric39 unique values
0 missing
Eig05_EA.dm.numeric20 unique values
0 missing
ATSC1vnumeric34 unique values
0 missing
Eig05_EA.ed.numeric29 unique values
0 missing
ATSC2enumeric37 unique values
0 missing
Eig05_EA.ri.numeric36 unique values
0 missing
ATSC2inumeric35 unique values
0 missing
Eig06_AEA.bo.numeric33 unique values
0 missing
ATSC2mnumeric39 unique values
0 missing
Eig06_AEA.dm.numeric29 unique values
0 missing
ATSC2pnumeric39 unique values
0 missing
Eig06_AEA.ed.numeric26 unique values
0 missing
ATSC2snumeric39 unique values
0 missing
Eig06_AEA.ri.numeric35 unique values
0 missing
ATSC2vnumeric38 unique values
0 missing
Eig06_EA.bo.numeric31 unique values
0 missing
ATSC3enumeric36 unique values
0 missing
Eig06_EA.dm.numeric16 unique values
0 missing
ATSC3inumeric39 unique values
0 missing
Eig06_EA.ed.numeric28 unique values
0 missing
ATSC3mnumeric39 unique values
0 missing
Eig06_EA.ri.numeric32 unique values
0 missing
ATSC3pnumeric39 unique values
0 missing
Eig07_AEA.bo.numeric33 unique values
0 missing
ATSC3snumeric39 unique values
0 missing
Eig07_AEA.dm.numeric26 unique values
0 missing
ATSC3vnumeric39 unique values
0 missing
Eig07_AEA.ed.numeric26 unique values
0 missing
ATSC4enumeric38 unique values
0 missing
Eig07_AEA.ri.numeric28 unique values
0 missing
ATSC4inumeric39 unique values
0 missing
Eig07_EAnumeric26 unique values
0 missing
ATSC4mnumeric39 unique values
0 missing
Eig07_EA.bo.numeric31 unique values
0 missing
ATSC4pnumeric39 unique values
0 missing
Eig07_EA.dm.numeric9 unique values
0 missing
ATSC4snumeric39 unique values
0 missing
Eig07_EA.ed.numeric27 unique values
0 missing
ATSC4vnumeric39 unique values
0 missing
Eig07_EA.ri.numeric29 unique values
0 missing
ATSC5enumeric38 unique values
0 missing
Eig08_AEA.bo.numeric34 unique values
0 missing
ATSC5inumeric39 unique values
0 missing
Eig08_AEA.dm.numeric31 unique values
0 missing
ATSC5mnumeric39 unique values
0 missing
Eig08_AEA.ed.numeric24 unique values
0 missing
ATSC5pnumeric39 unique values
0 missing
Eig08_AEA.ri.numeric30 unique values
0 missing
ATSC5snumeric39 unique values
0 missing
Eig08_EAnumeric27 unique values
0 missing
ATSC5vnumeric39 unique values
0 missing
Eig08_EA.bo.numeric32 unique values
0 missing
ATSC6enumeric39 unique values
0 missing
Eig08_EA.dm.numeric5 unique values
0 missing
ATSC6inumeric37 unique values
0 missing
Eig08_EA.ed.numeric27 unique values
0 missing
ATSC6mnumeric39 unique values
0 missing
Eig08_EA.ri.numeric30 unique values
0 missing
ATSC6snumeric39 unique values
0 missing
Eig09_AEA.bo.numeric31 unique values
0 missing
ATSC6vnumeric39 unique values
0 missing
Eig09_AEA.dm.numeric34 unique values
0 missing
ATSC7enumeric39 unique values
0 missing
Eig09_AEA.ed.numeric28 unique values
0 missing
ATSC7inumeric37 unique values
0 missing
Eig09_AEA.ri.numeric29 unique values
0 missing
ATSC7mnumeric39 unique values
0 missing
Eig09_EAnumeric27 unique values
0 missing
ATSC7pnumeric39 unique values
0 missing
Eig09_EA.bo.numeric26 unique values
0 missing
ATSC7snumeric39 unique values
0 missing
Eig09_EA.dm.numeric3 unique values
0 missing
ATSC7vnumeric39 unique values
0 missing
Eig09_EA.ed.numeric27 unique values
0 missing
ATSC8enumeric38 unique values
0 missing
Eig09_EA.ri.numeric27 unique values
0 missing
ATSC8inumeric37 unique values
0 missing
Eig10_AEA.bo.numeric22 unique values
0 missing
ATSC8mnumeric38 unique values
0 missing
Eig10_AEA.dm.numeric33 unique values
0 missing
ATSC8pnumeric38 unique values
0 missing
Eig10_AEA.ed.numeric27 unique values
0 missing
ATSC8snumeric38 unique values
0 missing
Eig10_AEA.ri.numeric24 unique values
0 missing
ATSC8vnumeric38 unique values
0 missing
Eig10_EAnumeric23 unique values
0 missing
BACnumeric21 unique values
0 missing
Eig10_EA.bo.numeric29 unique values
0 missing
BBInumeric17 unique values
0 missing
Eig10_EA.dm.numeric3 unique values
0 missing
BIC1numeric34 unique values
0 missing
Eig10_EA.ed.numeric24 unique values
0 missing
BIC2numeric33 unique values
0 missing
Eig10_EA.ri.numeric23 unique values
0 missing
BIC3numeric28 unique values
0 missing
Eig11_AEA.bo.numeric33 unique values
0 missing
BIC4numeric28 unique values
0 missing
Eig11_AEA.dm.numeric30 unique values
0 missing
BIC5numeric28 unique values
0 missing
Eig11_AEA.ed.numeric25 unique values
0 missing
BIDnumeric18 unique values
0 missing
Eig11_AEA.ri.numeric36 unique values
0 missing
BLInumeric33 unique values
0 missing
Eig11_EAnumeric26 unique values
0 missing
BLTA96numeric35 unique values
0 missing
Eig11_EA.bo.numeric33 unique values
0 missing
BLTD48numeric36 unique values
0 missing
Eig11_EA.dm.numeric2 unique values
0 missing
BLTF96numeric35 unique values
0 missing
Eig11_EA.ed.numeric25 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig11_EA.ri.numeric35 unique values
0 missing
C.002numeric3 unique values
0 missing
Eig12_AEA.bo.numeric28 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig12_AEA.dm.numeric29 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig12_AEA.ed.numeric22 unique values
0 missing
C.006numeric5 unique values
0 missing
Eig12_AEA.ri.numeric32 unique values
0 missing
C.008numeric2 unique values
0 missing
Eig12_EAnumeric22 unique values
0 missing
C.009numeric3 unique values
0 missing
Eig12_EA.dm.numeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig12_EA.ed.numeric25 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig12_EA.ri.numeric32 unique values
0 missing
C.016numeric5 unique values
0 missing
Eig13_AEA.bo.numeric27 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig13_AEA.dm.numeric35 unique values
0 missing
C.018numeric2 unique values
0 missing
Eig13_AEA.ed.numeric23 unique values
0 missing
C.019numeric3 unique values
0 missing
Eig13_AEA.ri.numeric29 unique values
0 missing
C.020numeric2 unique values
0 missing
Eig13_EAnumeric24 unique values
0 missing
C.024numeric6 unique values
0 missing
Eig13_EA.bo.numeric32 unique values
0 missing
C.025numeric2 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
C.026numeric3 unique values
0 missing
Eig13_EA.ed.numeric25 unique values
0 missing
C.027numeric3 unique values
0 missing
Eig13_EA.ri.numeric30 unique values
0 missing
C.028numeric3 unique values
0 missing
Eig14_AEA.bo.numeric26 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig14_AEA.dm.numeric36 unique values
0 missing
C.034numeric2 unique values
0 missing
Eig14_AEA.ed.numeric25 unique values
0 missing
C.040numeric3 unique values
0 missing
Eig14_AEA.ri.numeric31 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig14_EAnumeric23 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig14_EA.bo.numeric35 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eig14_EA.ed.numeric22 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eig14_EA.ri.numeric37 unique values
0 missing
CATS2D_01_AAnumeric4 unique values
0 missing
Eig15_AEA.bo.numeric27 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
Eig15_AEA.dm.numeric34 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig15_AEA.ed.numeric22 unique values
0 missing
CATS2D_01_LLnumeric9 unique values
0 missing
Eig15_AEA.ri.numeric31 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig15_EAnumeric24 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
Eig15_EA.bo.numeric30 unique values
0 missing
CATS2D_02_ALnumeric10 unique values
0 missing
Eig15_EA.dm.numeric3 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
Eig15_EA.ed.numeric21 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
Eig15_EA.ri.numeric36 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
Eta_alphanumeric31 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
Eta_alpha_Anumeric22 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
Eta_Bnumeric26 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
Eta_B_Anumeric16 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
Eta_betanumeric29 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
Eta_beta_Anumeric31 unique values
0 missing
CATS2D_03_ALnumeric12 unique values
0 missing
Eta_betaPnumeric13 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
Eta_betaP_Anumeric28 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
Eta_betaSnumeric24 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
Eta_betaS_Anumeric24 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
Eta_Cnumeric39 unique values
0 missing
CATS2D_03_LLnumeric7 unique values
0 missing
Eta_C_Anumeric38 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
Eta_epsinumeric35 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
Eta_epsi_Anumeric29 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
Eta_Fnumeric39 unique values
0 missing
CATS2D_04_ALnumeric11 unique values
0 missing
Eta_F_Anumeric36 unique values
0 missing
CATS2D_04_ANnumeric5 unique values
0 missing
Eta_FLnumeric38 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
Eta_Lnumeric39 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
Eta_L_Anumeric31 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
Eta_sh_pnumeric33 unique values
0 missing
CATS2D_04_LLnumeric6 unique values
0 missing
Eta_sh_xnumeric23 unique values
0 missing
CATS2D_04_NLnumeric4 unique values
0 missing
Eta_sh_ynumeric31 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS1enumeric34 unique values
0 missing
CATS2D_05_AAnumeric11 unique values
0 missing
GATS1inumeric35 unique values
0 missing
CATS2D_05_ALnumeric9 unique values
0 missing
GATS1mnumeric30 unique values
0 missing
CATS2D_05_ANnumeric5 unique values
0 missing
GATS1pnumeric34 unique values
0 missing
CATS2D_05_DAnumeric5 unique values
0 missing
GATS1snumeric35 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS1vnumeric32 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
GATS2enumeric35 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
GATS2inumeric37 unique values
0 missing
CATS2D_05_LLnumeric6 unique values
0 missing
GATS2mnumeric37 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
GATS2pnumeric38 unique values
0 missing
CATS2D_05_NNnumeric2 unique values
0 missing
GATS2snumeric36 unique values
0 missing
CATS2D_06_AAnumeric10 unique values
0 missing
GATS2vnumeric38 unique values
0 missing
CATS2D_06_ALnumeric11 unique values
0 missing
GATS3enumeric38 unique values
0 missing
CATS2D_06_ANnumeric4 unique values
0 missing
GATS3inumeric37 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS3mnumeric37 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
GATS3pnumeric39 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS3snumeric34 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
GATS3vnumeric36 unique values
0 missing
CATS2D_06_DNnumeric3 unique values
0 missing
GATS4enumeric35 unique values
0 missing
CATS2D_06_LLnumeric5 unique values
0 missing
GATS4inumeric37 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
GATS4mnumeric37 unique values
0 missing
CATS2D_06_NNnumeric2 unique values
0 missing
GATS4pnumeric38 unique values
0 missing
CATS2D_06_PNnumeric2 unique values
0 missing
GATS4snumeric37 unique values
0 missing
CATS2D_07_AAnumeric8 unique values
0 missing
GATS4vnumeric38 unique values
0 missing
CATS2D_07_ALnumeric11 unique values
0 missing
GATS5enumeric39 unique values
0 missing
CATS2D_07_ANnumeric5 unique values
0 missing
GATS5inumeric37 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS5mnumeric35 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
GATS5pnumeric38 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS5snumeric38 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
GATS5vnumeric36 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
GATS6enumeric38 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GATS6mnumeric38 unique values
0 missing
CATS2D_07_LLnumeric4 unique values
0 missing
GATS6snumeric38 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
GATS6vnumeric38 unique values
0 missing
CATS2D_08_AAnumeric6 unique values
0 missing
GATS7enumeric39 unique values
0 missing
CATS2D_08_ALnumeric11 unique values
0 missing
GATS7inumeric39 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
GATS7mnumeric37 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GATS7pnumeric38 unique values
0 missing
CATS2D_08_DAnumeric5 unique values
0 missing
GATS7snumeric38 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GATS7vnumeric37 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
GATS8enumeric37 unique values
0 missing
CATS2D_08_LLnumeric5 unique values
0 missing
GATS8inumeric33 unique values
0 missing
CATS2D_08_NLnumeric5 unique values
0 missing
GATS8mnumeric38 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
GATS8pnumeric37 unique values
0 missing
CATS2D_09_AAnumeric5 unique values
0 missing
GATS8snumeric37 unique values
0 missing
CATS2D_09_ALnumeric10 unique values
0 missing
GATS8vnumeric34 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
GGI1numeric11 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
GGI10numeric16 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
GGI2numeric13 unique values
0 missing
CATS2D_09_LLnumeric8 unique values
0 missing
GGI3numeric19 unique values
0 missing
CATS2D_09_NLnumeric4 unique values
0 missing
GGI4numeric24 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
GGI5numeric25 unique values
0 missing
CENTnumeric29 unique values
0 missing
GGI6numeric26 unique values
0 missing
Chi0_AEA.bo.numeric28 unique values
0 missing
GGI7numeric26 unique values
0 missing
Chi0_AEA.dm.numeric28 unique values
0 missing
GGI8numeric24 unique values
0 missing
Chi0_AEA.ed.numeric28 unique values
0 missing
GGI9numeric18 unique values
0 missing
Chi0_AEA.ri.numeric28 unique values
0 missing
GMTInumeric29 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
41
Number of instances (rows) of the dataset.
NumberOfFeatures
549
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
548
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.42
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.36
Minimum kurtosis among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
41
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.21
Minimum of means among attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
3.07
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
26010.32
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfNumericFeatures
99.82
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.53
Third quartile of means 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.
PercentageOfSymbolicFeatures
0.18
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-6.4
Minimum skewness among attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.64
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
6.4
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
Quartile1KurtosisOfNumericAtts
-0.07
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.9
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
12996.24
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.69
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanKurtosisOfNumericAtts
3.5
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1SkewnessOfNumericAtts
-0.98
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
94.51
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.21
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
-0.15
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2KurtosisOfNumericAtts
0.85
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
13.39
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
1.49
Second quartile (Median) of means among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanSkewnessOfNumericAtts
0.03
Mean skewness among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
47.66
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
-0.29
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3499
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3499
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3499
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3499
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3499
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3499
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3499
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3499
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3499
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3499
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3499
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3499
0 runs - estimation_procedure: 50 times Clustering
Define a new task