Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3569

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3569

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL3569 (TID: 10467), and it has 36 rows and 588 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.

590 features

pXC50 (target)numeric35 unique values
0 missing
molecule_id (row identifier)nominal36 unique values
0 missing
ATS4mnumeric35 unique values
0 missing
Eig11_EAnumeric22 unique values
0 missing
SdssCnumeric22 unique values
0 missing
ATS4pnumeric35 unique values
0 missing
Eig11_EA.bo.numeric28 unique values
0 missing
GATS5mnumeric30 unique values
0 missing
ATS4snumeric36 unique values
0 missing
Eig11_EA.ed.numeric27 unique values
0 missing
P_VSA_MR_6numeric26 unique values
0 missing
ATS4vnumeric35 unique values
0 missing
Eig11_EA.ri.numeric30 unique values
0 missing
SpMax4_Bh.m.numeric29 unique values
0 missing
ATS5pnumeric34 unique values
0 missing
Eig12_AEA.bo.numeric29 unique values
0 missing
Br.094numeric2 unique values
0 missing
ATS5snumeric36 unique values
0 missing
Eig12_AEA.dm.numeric21 unique values
0 missing
Eta_alpha_Anumeric22 unique values
0 missing
ATS5vnumeric36 unique values
0 missing
Eig12_AEA.ed.numeric28 unique values
0 missing
GATS1mnumeric30 unique values
0 missing
ATS6enumeric35 unique values
0 missing
Eig12_AEA.ri.numeric31 unique values
0 missing
GATS2mnumeric32 unique values
0 missing
ATS6pnumeric35 unique values
0 missing
Eig12_EAnumeric26 unique values
0 missing
GATS4mnumeric32 unique values
0 missing
ATS6snumeric35 unique values
0 missing
Eig12_EA.bo.numeric27 unique values
0 missing
nBRnumeric2 unique values
0 missing
ATS6vnumeric36 unique values
0 missing
Eig12_EA.ed.numeric28 unique values
0 missing
NsBrnumeric2 unique values
0 missing
ATS7enumeric33 unique values
0 missing
Eig12_EA.ri.numeric30 unique values
0 missing
P_VSA_i_2numeric32 unique values
0 missing
ATS7inumeric33 unique values
0 missing
Eig13_AEA.bo.numeric28 unique values
0 missing
P_VSA_LogP_8numeric3 unique values
0 missing
ATS7snumeric35 unique values
0 missing
Eig13_AEA.dm.numeric24 unique values
0 missing
P_VSA_m_5numeric2 unique values
0 missing
ATSC1enumeric28 unique values
0 missing
Eig13_AEA.ed.numeric28 unique values
0 missing
P_VSA_MR_8numeric4 unique values
0 missing
ATSC1inumeric35 unique values
0 missing
Eig13_AEA.ri.numeric31 unique values
0 missing
P_VSA_s_5numeric3 unique values
0 missing
ATSC1snumeric35 unique values
0 missing
Eig13_EAnumeric23 unique values
0 missing
SpMax1_Bh.m.numeric15 unique values
0 missing
ATSC2mnumeric35 unique values
0 missing
Eig13_EA.bo.numeric28 unique values
0 missing
C.017numeric5 unique values
0 missing
ATSC3enumeric34 unique values
0 missing
Eig13_EA.ed.numeric27 unique values
0 missing
nCconjnumeric4 unique values
0 missing
ATSC3inumeric35 unique values
0 missing
Eig13_EA.ri.numeric27 unique values
0 missing
NdssCnumeric7 unique values
0 missing
ATSC3mnumeric35 unique values
0 missing
Eig14_AEA.bo.numeric28 unique values
0 missing
nR.Ctnumeric5 unique values
0 missing
ATSC3pnumeric35 unique values
0 missing
Eig14_AEA.dm.numeric27 unique values
0 missing
AMWnumeric28 unique values
0 missing
ATSC3snumeric36 unique values
0 missing
Eig14_AEA.ed.numeric27 unique values
0 missing
GATS1pnumeric34 unique values
0 missing
ATSC3vnumeric35 unique values
0 missing
Eig14_EAnumeric26 unique values
0 missing
ZM1Madnumeric35 unique values
0 missing
ATSC4enumeric34 unique values
0 missing
Eig14_EA.bo.numeric28 unique values
0 missing
P_VSA_LogP_4numeric16 unique values
0 missing
ATSC4mnumeric36 unique values
0 missing
Eig14_EA.ed.numeric29 unique values
0 missing
SpMin8_Bh.i.numeric23 unique values
0 missing
ATSC4pnumeric36 unique values
0 missing
Eig14_EA.ri.numeric28 unique values
0 missing
MATS2enumeric32 unique values
0 missing
ATSC4snumeric36 unique values
0 missing
Eig15_AEA.bo.numeric30 unique values
0 missing
ATS7mnumeric33 unique values
0 missing
ATSC5enumeric33 unique values
0 missing
Eig15_AEA.dm.numeric26 unique values
0 missing
ATS8mnumeric30 unique values
0 missing
ATSC5inumeric36 unique values
0 missing
Eig15_AEA.ed.numeric25 unique values
0 missing
C.024numeric7 unique values
0 missing
ATSC5mnumeric35 unique values
0 missing
Eig15_AEA.ri.numeric34 unique values
0 missing
C.025numeric4 unique values
0 missing
ATSC5pnumeric36 unique values
0 missing
Eig15_EAnumeric26 unique values
0 missing
Eig10_AEA.bo.numeric13 unique values
0 missing
ATSC5snumeric36 unique values
0 missing
Eig15_EA.bo.numeric31 unique values
0 missing
Eig10_EA.bo.numeric26 unique values
0 missing
ATSC6enumeric35 unique values
0 missing
Eig15_EA.ed.numeric29 unique values
0 missing
Eta_beta_Anumeric31 unique values
0 missing
ATSC6inumeric35 unique values
0 missing
Eig15_EA.ri.numeric30 unique values
0 missing
GATS1vnumeric33 unique values
0 missing
ATSC6mnumeric36 unique values
0 missing
Eta_alphanumeric24 unique values
0 missing
GATS3mnumeric31 unique values
0 missing
ATSC6pnumeric35 unique values
0 missing
Eta_Bnumeric23 unique values
0 missing
Mpnumeric26 unique values
0 missing
ATSC6snumeric36 unique values
0 missing
Eta_B_Anumeric14 unique values
0 missing
Mvnumeric26 unique values
0 missing
ATSC6vnumeric36 unique values
0 missing
Eta_betaSnumeric17 unique values
0 missing
NaaCHnumeric8 unique values
0 missing
ATSC7enumeric33 unique values
0 missing
Eta_betaS_Anumeric23 unique values
0 missing
nABnumeric6 unique values
0 missing
ATSC7inumeric34 unique values
0 missing
Eta_epsinumeric29 unique values
0 missing
nBMnumeric12 unique values
0 missing
ATSC7mnumeric34 unique values
0 missing
Eta_epsi_Anumeric22 unique values
0 missing
nBnznumeric3 unique values
0 missing
ATSC7pnumeric34 unique values
0 missing
Eta_Fnumeric36 unique values
0 missing
nCarnumeric7 unique values
0 missing
ATSC7snumeric36 unique values
0 missing
Eta_F_Anumeric35 unique values
0 missing
nCbHnumeric7 unique values
0 missing
ATSC8enumeric34 unique values
0 missing
Eta_FLnumeric35 unique values
0 missing
nHMnumeric3 unique values
0 missing
ATSC8mnumeric34 unique values
0 missing
Eta_FL_Anumeric31 unique values
0 missing
PDInumeric29 unique values
0 missing
ATSC8snumeric35 unique values
0 missing
Eta_Lnumeric35 unique values
0 missing
P_VSA_p_3numeric32 unique values
0 missing
BBInumeric17 unique values
0 missing
Eta_L_Anumeric30 unique values
0 missing
P_VSA_v_3numeric32 unique values
0 missing
BIC1numeric28 unique values
0 missing
Eta_sh_pnumeric27 unique values
0 missing
SaaCHnumeric36 unique values
0 missing
BIC2numeric27 unique values
0 missing
Eta_sh_xnumeric7 unique values
0 missing
SpMin1_Bh.e.numeric24 unique values
0 missing
BIC3numeric26 unique values
0 missing
Eta_sh_ynumeric29 unique values
0 missing
SpMin1_Bh.i.numeric21 unique values
0 missing
BIC4numeric24 unique values
0 missing
F.084numeric2 unique values
0 missing
Ucnumeric12 unique values
0 missing
BIC5numeric21 unique values
0 missing
GATS1enumeric34 unique values
0 missing
GATS6mnumeric32 unique values
0 missing
BIDnumeric12 unique values
0 missing
GATS1snumeric34 unique values
0 missing
P_VSA_MR_5numeric23 unique values
0 missing
BLTA96numeric33 unique values
0 missing
GATS2enumeric35 unique values
0 missing
H.046numeric10 unique values
0 missing
BLTD48numeric32 unique values
0 missing
GATS2inumeric30 unique values
0 missing
SpMax7_Bh.p.numeric30 unique values
0 missing
BLTF96numeric31 unique values
0 missing
GATS2snumeric33 unique values
0 missing
SpMax7_Bh.v.numeric31 unique values
0 missing
C.numeric17 unique values
0 missing
GATS2vnumeric33 unique values
0 missing
P_VSA_e_3numeric12 unique values
0 missing
C.002numeric8 unique values
0 missing
GATS3enumeric35 unique values
0 missing
MATS1mnumeric24 unique values
0 missing
C.003numeric3 unique values
0 missing
GATS3snumeric34 unique values
0 missing
ATSC1mnumeric34 unique values
0 missing
C.004numeric2 unique values
0 missing
GATS4enumeric36 unique values
0 missing
Eta_betaP_Anumeric27 unique values
0 missing
C.008numeric3 unique values
0 missing
GATS4inumeric30 unique values
0 missing
GATS2pnumeric33 unique values
0 missing
C.011numeric3 unique values
0 missing
GATS4snumeric35 unique values
0 missing
GATS7vnumeric32 unique values
0 missing
C.015numeric2 unique values
0 missing
GATS4vnumeric32 unique values
0 missing
MATS7vnumeric32 unique values
0 missing
C.016numeric6 unique values
0 missing
GATS5enumeric35 unique values
0 missing
C.005numeric3 unique values
0 missing
C.019numeric2 unique values
0 missing
GATS5inumeric33 unique values
0 missing
nDBnumeric6 unique values
0 missing
C.020numeric2 unique values
0 missing
GATS5vnumeric34 unique values
0 missing
N.068numeric2 unique values
0 missing
C.026numeric3 unique values
0 missing
GATS6enumeric34 unique values
0 missing
nRNR2numeric2 unique values
0 missing
C.027numeric2 unique values
0 missing
GATS6pnumeric34 unique values
0 missing
SsssNnumeric26 unique values
0 missing
C.028numeric2 unique values
0 missing
GATS6snumeric35 unique values
0 missing
GATS8enumeric33 unique values
0 missing
C.033numeric2 unique values
0 missing
GATS6vnumeric32 unique values
0 missing
SpMin7_Bh.v.numeric29 unique values
0 missing
C.034numeric2 unique values
0 missing
GATS7enumeric34 unique values
0 missing
ATSC2enumeric34 unique values
0 missing
C.039numeric2 unique values
0 missing
GATS7inumeric31 unique values
0 missing
ATSC2inumeric34 unique values
0 missing
C.041numeric2 unique values
0 missing
GATS7snumeric35 unique values
0 missing
BACnumeric17 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GATS8inumeric32 unique values
0 missing
GATS3inumeric33 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
GATS8pnumeric29 unique values
0 missing
HNarnumeric24 unique values
0 missing
CATS2D_01_LLnumeric12 unique values
0 missing
GATS8vnumeric34 unique values
0 missing
P_VSA_s_3numeric30 unique values
0 missing
CATS2D_01_PNnumeric2 unique values
0 missing
SpMin3_Bh.s.numeric23 unique values
0 missing
CATS2D_02_ALnumeric10 unique values
0 missing
SpMin7_Bh.i.numeric27 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
SpMax7_Bh.m.numeric32 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
CATS2D_02_LLnumeric16 unique values
0 missing
N.numeric15 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
nNnumeric4 unique values
0 missing
CATS2D_03_ALnumeric9 unique values
0 missing
Eig01_EA.dm.numeric11 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
Eig03_EA.dm.numeric8 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
Eig04_EA.dm.numeric8 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
SM02_EA.dm.numeric18 unique values
0 missing
CATS2D_03_LLnumeric14 unique values
0 missing
SM04_EA.dm.numeric18 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
SM10_EA.dm.numeric16 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
SM12_EA.dm.numeric14 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
SM14_EA.dm.numeric13 unique values
0 missing
CATS2D_04_ALnumeric10 unique values
0 missing
SpAD_EA.dm.numeric18 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
SpMAD_EA.dm.numeric26 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
SpMax_EA.dm.numeric11 unique values
0 missing
CATS2D_04_LLnumeric14 unique values
0 missing
SpMin7_Bh.p.numeric29 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
SpMax2_Bh.m.numeric27 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
BLInumeric30 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
X1Avnumeric23 unique values
0 missing
CATS2D_05_ALnumeric10 unique values
0 missing
ARRnumeric20 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
C.040numeric4 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
MATS7mnumeric31 unique values
0 missing
CATS2D_05_LLnumeric15 unique values
0 missing
SpMax1_Bh.p.numeric27 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
SsBrnumeric21 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
BIC0numeric23 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
C.006numeric6 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
Eig05_EA.bo.numeric25 unique values
0 missing
CATS2D_06_LLnumeric12 unique values
0 missing
Eig06_EA.ri.numeric30 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
H.047numeric13 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
JGI9numeric7 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
NsssNnumeric3 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
P_VSA_i_4numeric12 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
RCInumeric7 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
RFDnumeric7 unique values
0 missing
CATS2D_07_LLnumeric12 unique values
0 missing
SM15_AEA.ri.numeric25 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
SpMin5_Bh.i.numeric26 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
SpMax8_Bh.i.numeric25 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
P_VSA_LogP_7numeric14 unique values
0 missing
CATS2D_08_ALnumeric7 unique values
0 missing
MATS3vnumeric32 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
AACnumeric28 unique values
0 missing
CATS2D_08_LLnumeric12 unique values
0 missing
C.001numeric4 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
GATS7mnumeric34 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
IC0numeric28 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
MATS2mnumeric29 unique values
0 missing
CATS2D_09_ALnumeric8 unique values
0 missing
nArXnumeric3 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
nCpnumeric4 unique values
0 missing
CATS2D_09_LLnumeric12 unique values
0 missing
NsCH3numeric6 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
nXnumeric3 unique values
0 missing
CENTnumeric28 unique values
0 missing
P_VSA_LogP_1numeric6 unique values
0 missing
Chi0_AEA.bo.numeric27 unique values
0 missing
SIC0numeric23 unique values
0 missing
Chi0_AEA.dm.numeric27 unique values
0 missing
SpMax6_Bh.m.numeric33 unique values
0 missing
Chi0_AEA.ed.numeric27 unique values
0 missing
SsCH3numeric32 unique values
0 missing
Chi0_AEA.ri.numeric27 unique values
0 missing
SpMax8_Bh.m.numeric34 unique values
0 missing
Chi0_EAnumeric27 unique values
0 missing
Eta_C_Anumeric34 unique values
0 missing
Chi0_EA.bo.numeric28 unique values
0 missing
P_VSA_p_2numeric20 unique values
0 missing
Chi0_EA.ed.numeric29 unique values
0 missing
TPSA.NO.numeric20 unique values
0 missing
Chi0_EA.ri.numeric35 unique values
0 missing
X2Avnumeric25 unique values
0 missing
Chi1_AEA.bo.numeric27 unique values
0 missing
GATS8snumeric34 unique values
0 missing
Chi1_AEA.dm.numeric27 unique values
0 missing
SM06_EA.dm.numeric18 unique values
0 missing
Chi1_AEA.ed.numeric27 unique values
0 missing
SM08_EA.dm.numeric18 unique values
0 missing
Chi1_AEA.ri.numeric27 unique values
0 missing
MATS1enumeric29 unique values
0 missing
Chi1_EAnumeric27 unique values
0 missing
ATS5inumeric35 unique values
0 missing
Chi1_EA.bo.numeric29 unique values
0 missing
ATS8enumeric32 unique values
0 missing
Chi1_EA.ed.numeric29 unique values
0 missing
ATS8inumeric34 unique values
0 missing
Chi1_EA.ri.numeric36 unique values
0 missing
ATS8snumeric31 unique values
0 missing
CIC1numeric32 unique values
0 missing
ATSC1pnumeric35 unique values
0 missing
CIC2numeric30 unique values
0 missing
ATSC1vnumeric35 unique values
0 missing
CIC3numeric31 unique values
0 missing
ATSC2snumeric35 unique values
0 missing
CIC4numeric29 unique values
0 missing
ATSC2vnumeric35 unique values
0 missing
CIC5numeric27 unique values
0 missing
ATSC8inumeric34 unique values
0 missing
CIDnumeric27 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
Cl.089numeric2 unique values
0 missing
CIC0numeric27 unique values
0 missing
CMC.80numeric2 unique values
0 missing
GATS7pnumeric33 unique values
0 missing
CSInumeric28 unique values
0 missing
MATS7pnumeric33 unique values
0 missing
DBInumeric18 unique values
0 missing
piPC10numeric31 unique values
0 missing
D.Dtr03numeric11 unique values
0 missing
P_VSA_i_3numeric29 unique values
0 missing
D.Dtr05numeric10 unique values
0 missing
SpMin8_Bh.m.numeric20 unique values
0 missing
D.Dtr06numeric29 unique values
0 missing
SpMin8_Bh.v.numeric23 unique values
0 missing
D.Dtr09numeric8 unique values
0 missing
TPSA.Tot.numeric21 unique values
0 missing
D.Dtr10numeric10 unique values
0 missing
Eig09_AEA.bo.numeric21 unique values
0 missing
DECCnumeric29 unique values
0 missing
Eta_betaPnumeric14 unique values
0 missing
DELSnumeric36 unique values
0 missing
MWnumeric29 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
NaasCnumeric5 unique values
0 missing
DLS_01numeric2 unique values
0 missing
nCb.numeric5 unique values
0 missing
DLS_02numeric4 unique values
0 missing
X0Avnumeric25 unique values
0 missing
DLS_03numeric3 unique values
0 missing
ATS8pnumeric33 unique values
0 missing
DLS_04numeric5 unique values
0 missing
SpDiam_EA.dm.numeric11 unique values
0 missing
DLS_05numeric2 unique values
0 missing
SpMin7_Bh.m.numeric27 unique values
0 missing
DLS_06numeric3 unique values
0 missing
SpMin5_Bh.v.numeric26 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS7pnumeric33 unique values
0 missing
DLS_consnumeric18 unique values
0 missing
ATS7vnumeric33 unique values
0 missing
Dznumeric22 unique values
0 missing
nHnumeric12 unique values
0 missing
ECCnumeric29 unique values
0 missing
P_VSA_e_1numeric11 unique values
0 missing
Eig01_AEA.bo.numeric21 unique values
0 missing
P_VSA_m_1numeric11 unique values
0 missing
Eig01_AEA.dm.numeric18 unique values
0 missing
P_VSA_p_1numeric13 unique values
0 missing
Eig01_AEA.ed.numeric18 unique values
0 missing
P_VSA_s_2numeric11 unique values
0 missing
Eig01_AEA.ri.numeric27 unique values
0 missing
P_VSA_v_1numeric11 unique values
0 missing
Eig01_EAnumeric21 unique values
0 missing
ATS3mnumeric34 unique values
0 missing
Eig01_EA.bo.numeric18 unique values
0 missing
GATS4pnumeric31 unique values
0 missing
Eig01_EA.ed.numeric20 unique values
0 missing
ON0Vnumeric26 unique values
0 missing
Eig01_EA.ri.numeric26 unique values
0 missing
SpMin2_Bh.s.numeric29 unique values
0 missing
Eig02_AEA.bo.numeric26 unique values
0 missing
SssCH2numeric36 unique values
0 missing
Eig02_AEA.dm.numeric26 unique values
0 missing
ATS5mnumeric34 unique values
0 missing
Eig02_AEA.ed.numeric23 unique values
0 missing
GATS3pnumeric32 unique values
0 missing
Eig02_AEA.ri.numeric27 unique values
0 missing
GATS3vnumeric32 unique values
0 missing
Eig02_EAnumeric21 unique values
0 missing
MATS2snumeric33 unique values
0 missing
Eig02_EA.bo.numeric21 unique values
0 missing
P_VSA_v_2numeric23 unique values
0 missing
Eig02_EA.dm.numeric10 unique values
0 missing
SAaccnumeric22 unique values
0 missing
Eig02_EA.ed.numeric22 unique values
0 missing
ATS6mnumeric35 unique values
0 missing
Eig02_EA.ri.numeric28 unique values
0 missing
Chi0_EA.dm.numeric27 unique values
0 missing
Eig03_AEA.bo.numeric27 unique values
0 missing
Chi1_EA.dm.numeric27 unique values
0 missing
Eig03_AEA.dm.numeric28 unique values
0 missing
SpMin8_Bh.s.numeric29 unique values
0 missing
Eig03_AEA.ed.numeric22 unique values
0 missing
SpMin1_Bh.p.numeric22 unique values
0 missing
Eig03_AEA.ri.numeric24 unique values
0 missing
Eig09_EA.bo.numeric15 unique values
0 missing
Eig03_EAnumeric23 unique values
0 missing
Eta_betanumeric22 unique values
0 missing
Eig03_EA.bo.numeric27 unique values
0 missing
GATS5snumeric36 unique values
0 missing
Eig03_EA.ed.numeric22 unique values
0 missing
GATS6inumeric33 unique values
0 missing
Eig03_EA.ri.numeric23 unique values
0 missing
H.numeric20 unique values
0 missing
Eig04_AEA.bo.numeric27 unique values
0 missing
P_VSA_LogP_2numeric15 unique values
0 missing
Eig04_AEA.dm.numeric20 unique values
0 missing
ATS4enumeric35 unique values
0 missing
Eig04_AEA.ed.numeric18 unique values
0 missing
ATS4inumeric33 unique values
0 missing
Eig04_AEA.ri.numeric32 unique values
0 missing
ATSC8vnumeric34 unique values
0 missing
Eig04_EAnumeric23 unique values
0 missing
Sinumeric29 unique values
0 missing
Eig04_EA.bo.numeric28 unique values
0 missing
SpMin5_Bh.p.numeric30 unique values
0 missing
Eig04_EA.ed.numeric19 unique values
0 missing
MATS3mnumeric29 unique values
0 missing
Eig04_EA.ri.numeric33 unique values
0 missing
SaaNnumeric11 unique values
0 missing
Eig05_AEA.bo.numeric24 unique values
0 missing
ATS6inumeric34 unique values
0 missing
Eig05_AEA.dm.numeric28 unique values
0 missing
ATSC7vnumeric34 unique values
0 missing
Eig05_AEA.ed.numeric21 unique values
0 missing
SpMin8_Bh.e.numeric29 unique values
0 missing
Eig05_AEA.ri.numeric34 unique values
0 missing
SpMin8_Bh.p.numeric27 unique values
0 missing
Eig05_EAnumeric28 unique values
0 missing
P_VSA_m_2numeric33 unique values
0 missing
Eig05_EA.dm.numeric5 unique values
0 missing
O.numeric19 unique values
0 missing
Eig05_EA.ed.numeric21 unique values
0 missing
GATS8mnumeric31 unique values
0 missing
Eig05_EA.ri.numeric34 unique values
0 missing
ATSC5vnumeric36 unique values
0 missing
Eig06_AEA.bo.numeric26 unique values
0 missing
GATS5pnumeric33 unique values
0 missing
Eig06_AEA.dm.numeric28 unique values
0 missing
ATS5enumeric34 unique values
0 missing
Eig06_AEA.ed.numeric22 unique values
0 missing
ATS8vnumeric33 unique values
0 missing
Eig06_AEA.ri.numeric32 unique values
0 missing
ATSC2pnumeric35 unique values
0 missing
Eig06_EAnumeric28 unique values
0 missing
ATSC4vnumeric36 unique values
0 missing
Eig06_EA.bo.numeric25 unique values
0 missing
ISIZnumeric17 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
nATnumeric17 unique values
0 missing
Eig06_EA.ed.numeric24 unique values
0 missing
Senumeric29 unique values
0 missing
Eig07_AEA.bo.numeric28 unique values
0 missing
SpMax8_Bh.e.numeric27 unique values
0 missing
Eig07_AEA.dm.numeric27 unique values
0 missing
SpMax7_Bh.i.numeric33 unique values
0 missing
Eig07_AEA.ed.numeric23 unique values
0 missing
SpMin7_Bh.e.numeric29 unique values
0 missing
Eig07_AEA.ri.numeric30 unique values
0 missing
SpMax5_Bh.m.numeric33 unique values
0 missing
Eig07_EAnumeric26 unique values
0 missing
GATS1inumeric34 unique values
0 missing
Eig07_EA.bo.numeric26 unique values
0 missing
X.numeric11 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
ATSC4inumeric33 unique values
0 missing
Eig07_EA.ed.numeric27 unique values
0 missing
SpMax3_Bh.m.numeric30 unique values
0 missing
Eig07_EA.ri.numeric34 unique values
0 missing
ATSC8pnumeric34 unique values
0 missing
Eig08_AEA.bo.numeric26 unique values
0 missing
Eig14_AEA.ri.numeric32 unique values
0 missing
Eig08_AEA.dm.numeric27 unique values
0 missing
ATS2mnumeric35 unique values
0 missing
Eig08_AEA.ed.numeric25 unique values
0 missing
SpMin4_Bh.s.numeric29 unique values
0 missing
Eig08_AEA.ri.numeric30 unique values
0 missing
ATS1mnumeric32 unique values
0 missing
Eig08_EAnumeric23 unique values
0 missing
Eta_Cnumeric36 unique values
0 missing
Eig08_EA.bo.numeric22 unique values
0 missing
MATS7inumeric29 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
AECCnumeric29 unique values
0 missing
Eig08_EA.ed.numeric27 unique values
0 missing
ALOGPnumeric35 unique values
0 missing
Eig08_EA.ri.numeric27 unique values
0 missing
ALOGP2numeric35 unique values
0 missing
Eig09_AEA.dm.numeric30 unique values
0 missing
AMRnumeric35 unique values
0 missing
Eig09_AEA.ed.numeric21 unique values
0 missing
ATS1enumeric34 unique values
0 missing
Eig09_AEA.ri.numeric24 unique values
0 missing
ATS1inumeric31 unique values
0 missing
Eig09_EAnumeric20 unique values
0 missing
ATS1pnumeric35 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
ATS1snumeric33 unique values
0 missing
Eig09_EA.ed.numeric19 unique values
0 missing
ATS1vnumeric32 unique values
0 missing
Eig09_EA.ri.numeric24 unique values
0 missing
ATS2enumeric35 unique values
0 missing
Eig10_AEA.dm.numeric23 unique values
0 missing
ATS2inumeric33 unique values
0 missing
Eig10_AEA.ed.numeric16 unique values
0 missing
ATS2pnumeric32 unique values
0 missing
Eig10_AEA.ri.numeric13 unique values
0 missing
ATS2snumeric35 unique values
0 missing
Eig10_EAnumeric16 unique values
0 missing
ATS2vnumeric34 unique values
0 missing
Eig10_EA.ed.numeric15 unique values
0 missing
ATS3enumeric32 unique values
0 missing
Eig10_EA.ri.numeric12 unique values
0 missing
ATS3inumeric34 unique values
0 missing
Eig11_AEA.bo.numeric27 unique values
0 missing
ATS3pnumeric34 unique values
0 missing
Eig11_AEA.dm.numeric13 unique values
0 missing
ATS3snumeric33 unique values
0 missing
Eig11_AEA.ed.numeric22 unique values
0 missing
ATS3vnumeric33 unique values
0 missing
Eig11_AEA.ri.numeric28 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
36
Number of instances (rows) of the dataset.
NumberOfFeatures
590
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
589
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
6
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
1.1
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
317.89
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.45
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.23
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.75
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
3.22
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
17.38
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.12
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.14
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.41
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
0.34
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
16.39
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.78
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.1
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
3.78
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
0.48
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.06
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.26
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
36
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.61
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
1336.78
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
2.53
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
5.68
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.49
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-CHEMBL3569
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3569
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3569
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3569
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3569
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3569
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3569
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3569
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3569
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3569
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3569
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3569
0 runs - estimation_procedure: 50 times Clustering
Define a new task