Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795139

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795139

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: CHEMBL1795139 (TID: 104219), and it has 33 rows and 474 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.

476 features

pXC50 (target)numeric27 unique values
0 missing
molecule_id (row identifier)nominal33 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
AMRnumeric20 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
ATS1pnumeric20 unique values
0 missing
CATS2D_07_ALnumeric11 unique values
0 missing
ATS1vnumeric20 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
ATS2pnumeric20 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
ATS2vnumeric20 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
ATS3pnumeric20 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
ATS3vnumeric20 unique values
0 missing
CATS2D_07_DLnumeric9 unique values
0 missing
ATS8pnumeric27 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
ATSC3inumeric20 unique values
0 missing
CATS2D_07_DPnumeric4 unique values
0 missing
ATSC4inumeric27 unique values
0 missing
CATS2D_07_LLnumeric11 unique values
0 missing
ATSC8inumeric27 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
C.026numeric4 unique values
0 missing
CATS2D_07_PNnumeric2 unique values
0 missing
Eig07_AEA.ri.numeric25 unique values
0 missing
CATS2D_07_PPnumeric2 unique values
0 missing
Eig07_EA.ri.numeric24 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
Eig12_EA.ed.numeric23 unique values
0 missing
CATS2D_08_ALnumeric11 unique values
0 missing
Eta_alphanumeric18 unique values
0 missing
CATS2D_08_APnumeric4 unique values
0 missing
GATS2pnumeric19 unique values
0 missing
CATS2D_08_DAnumeric7 unique values
0 missing
Psi_i_1numeric20 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
SM07_AEA.ri.numeric23 unique values
0 missing
CATS2D_08_DLnumeric10 unique values
0 missing
SM07_EA.bo.numeric21 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
SM07_EA.ed.numeric24 unique values
0 missing
CATS2D_08_DPnumeric3 unique values
0 missing
SM08_EA.bo.numeric19 unique values
0 missing
CATS2D_08_LLnumeric9 unique values
0 missing
SM08_EA.ed.numeric24 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
SM09_EA.bo.numeric22 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
SM09_EA.ed.numeric23 unique values
0 missing
CATS2D_08_PPnumeric2 unique values
0 missing
SM10_EA.bo.numeric22 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
SM10_EA.ed.numeric23 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
SM11_EA.bo.numeric25 unique values
0 missing
CATS2D_09_APnumeric6 unique values
0 missing
SM11_EA.ed.numeric25 unique values
0 missing
CATS2D_09_DAnumeric8 unique values
0 missing
SM12_AEA.ed.numeric22 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
SM12_EA.bo.numeric21 unique values
0 missing
CATS2D_09_DLnumeric8 unique values
0 missing
SM12_EA.ed.numeric22 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
SM13_AEA.ed.numeric23 unique values
0 missing
CATS2D_09_DPnumeric3 unique values
0 missing
SM13_EA.bo.numeric24 unique values
0 missing
CATS2D_09_LLnumeric14 unique values
0 missing
SM13_EA.ed.numeric23 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
SM14_AEA.ed.numeric22 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
SM14_EAnumeric22 unique values
0 missing
CENTnumeric27 unique values
0 missing
SM14_EA.bo.numeric22 unique values
0 missing
Chi0_AEA.bo.numeric18 unique values
0 missing
SM14_EA.ed.numeric23 unique values
0 missing
Chi0_AEA.dm.numeric18 unique values
0 missing
SM15_AEA.ed.numeric24 unique values
0 missing
Chi0_AEA.ed.numeric18 unique values
0 missing
SM15_EAnumeric23 unique values
0 missing
Chi0_AEA.ri.numeric18 unique values
0 missing
SM15_EA.bo.numeric22 unique values
0 missing
Chi0_EAnumeric18 unique values
0 missing
SM15_EA.ed.numeric23 unique values
0 missing
Chi0_EA.bo.numeric19 unique values
0 missing
Spnumeric20 unique values
0 missing
Chi0_EA.dm.numeric18 unique values
0 missing
SpAD_AEA.bo.numeric28 unique values
0 missing
Chi0_EA.ed.numeric27 unique values
0 missing
SpAD_AEA.ri.numeric27 unique values
0 missing
Chi0_EA.ri.numeric19 unique values
0 missing
SpAD_EAnumeric27 unique values
0 missing
Chi1_AEA.bo.numeric27 unique values
0 missing
SpAD_EA.ri.numeric27 unique values
0 missing
Chi1_AEA.dm.numeric27 unique values
0 missing
SpMax4_Bh.i.numeric25 unique values
0 missing
Chi1_AEA.ed.numeric27 unique values
0 missing
SpMax5_Bh.e.numeric26 unique values
0 missing
Chi1_AEA.ri.numeric27 unique values
0 missing
SpMax5_Bh.i.numeric26 unique values
0 missing
Chi1_EAnumeric27 unique values
0 missing
SpMax5_Bh.m.numeric24 unique values
0 missing
Chi1_EA.bo.numeric27 unique values
0 missing
SpMax5_Bh.p.numeric26 unique values
0 missing
Chi1_EA.dm.numeric18 unique values
0 missing
SpMax5_Bh.v.numeric27 unique values
0 missing
Chi1_EA.ed.numeric27 unique values
0 missing
SpMax6_Bh.i.numeric27 unique values
0 missing
Chi1_EA.ri.numeric27 unique values
0 missing
SpMin4_Bh.p.numeric26 unique values
0 missing
CIC0numeric20 unique values
0 missing
SpMin4_Bh.v.numeric26 unique values
0 missing
CIC1numeric20 unique values
0 missing
SpMin5_Bh.e.numeric28 unique values
0 missing
CIC2numeric28 unique values
0 missing
SpMin5_Bh.i.numeric27 unique values
0 missing
CIC3numeric28 unique values
0 missing
SpMin5_Bh.p.numeric26 unique values
0 missing
CIC4numeric27 unique values
0 missing
Svnumeric20 unique values
0 missing
CIC5numeric27 unique values
0 missing
X1Kupnumeric20 unique values
0 missing
CIDnumeric16 unique values
0 missing
X1Madnumeric19 unique values
0 missing
Cl.089numeric2 unique values
0 missing
X1MulPernumeric24 unique values
0 missing
CMC.50numeric2 unique values
0 missing
X1Pernumeric28 unique values
0 missing
CMC.80numeric2 unique values
0 missing
X1vnumeric20 unique values
0 missing
cRo5numeric2 unique values
0 missing
SpMAD_EA.ri.numeric24 unique values
0 missing
CSInumeric27 unique values
0 missing
Eig03_EA.bo.numeric13 unique values
0 missing
DBInumeric17 unique values
0 missing
SM13_AEA.ri.numeric13 unique values
0 missing
D.Dtr05numeric6 unique values
0 missing
P_VSA_LogP_2numeric16 unique values
0 missing
D.Dtr06numeric27 unique values
0 missing
SsNH2numeric27 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
MPC10numeric22 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
MAXDNnumeric25 unique values
0 missing
DECCnumeric26 unique values
0 missing
SddssSnumeric25 unique values
0 missing
DELSnumeric28 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATSC5vnumeric28 unique values
0 missing
DLS_01numeric4 unique values
0 missing
Eta_sh_xnumeric14 unique values
0 missing
DLS_02numeric5 unique values
0 missing
SpDiam_AEA.ri.numeric22 unique values
0 missing
DLS_03numeric5 unique values
0 missing
AACnumeric19 unique values
0 missing
DLS_04numeric7 unique values
0 missing
AECCnumeric26 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ALOGPnumeric20 unique values
0 missing
DLS_06numeric6 unique values
0 missing
ALOGP2numeric20 unique values
0 missing
DLS_07numeric3 unique values
0 missing
AMWnumeric20 unique values
0 missing
DLS_consnumeric16 unique values
0 missing
ARRnumeric15 unique values
0 missing
Dznumeric18 unique values
0 missing
ATS1enumeric18 unique values
0 missing
ECCnumeric26 unique values
0 missing
ATS1inumeric19 unique values
0 missing
Eig01_AEA.bo.numeric12 unique values
0 missing
ATS1mnumeric20 unique values
0 missing
Eig01_AEA.dm.numeric8 unique values
0 missing
ATS1snumeric20 unique values
0 missing
Eig01_AEA.ed.numeric12 unique values
0 missing
ATS2enumeric20 unique values
0 missing
Eig01_AEA.ri.numeric14 unique values
0 missing
ATS2inumeric20 unique values
0 missing
Eig01_EAnumeric13 unique values
0 missing
ATS2mnumeric19 unique values
0 missing
Eig01_EA.bo.numeric8 unique values
0 missing
ATS2snumeric22 unique values
0 missing
Eig01_EA.dm.numeric8 unique values
0 missing
ATS3enumeric20 unique values
0 missing
Eig01_EA.ed.numeric14 unique values
0 missing
ATS3inumeric20 unique values
0 missing
Eig01_EA.ri.numeric13 unique values
0 missing
ATS3mnumeric20 unique values
0 missing
Eig02_AEA.bo.numeric14 unique values
0 missing
ATS3snumeric27 unique values
0 missing
Eig02_AEA.dm.numeric15 unique values
0 missing
ATS4enumeric21 unique values
0 missing
Eig02_AEA.ed.numeric15 unique values
0 missing
ATS4inumeric21 unique values
0 missing
Eig02_AEA.ri.numeric17 unique values
0 missing
ATS4mnumeric28 unique values
0 missing
Eig02_EAnumeric17 unique values
0 missing
ATS4pnumeric28 unique values
0 missing
Eig02_EA.bo.numeric11 unique values
0 missing
ATS4snumeric27 unique values
0 missing
Eig02_EA.dm.numeric9 unique values
0 missing
ATS4vnumeric28 unique values
0 missing
Eig02_EA.ed.numeric18 unique values
0 missing
ATS5enumeric28 unique values
0 missing
Eig02_EA.ri.numeric16 unique values
0 missing
ATS5inumeric28 unique values
0 missing
Eig03_AEA.bo.numeric13 unique values
0 missing
ATS5mnumeric28 unique values
0 missing
Eig03_AEA.dm.numeric15 unique values
0 missing
ATS5pnumeric28 unique values
0 missing
Eig03_AEA.ed.numeric12 unique values
0 missing
ATS5snumeric28 unique values
0 missing
Eig03_AEA.ri.numeric18 unique values
0 missing
ATS5vnumeric28 unique values
0 missing
Eig03_EAnumeric17 unique values
0 missing
ATS6enumeric28 unique values
0 missing
Eig03_EA.dm.numeric7 unique values
0 missing
ATS6inumeric28 unique values
0 missing
Eig03_EA.ed.numeric15 unique values
0 missing
ATS6mnumeric28 unique values
0 missing
Eig03_EA.ri.numeric20 unique values
0 missing
ATS6pnumeric27 unique values
0 missing
Eig04_AEA.bo.numeric23 unique values
0 missing
ATS6snumeric28 unique values
0 missing
Eig04_AEA.dm.numeric11 unique values
0 missing
ATS6vnumeric28 unique values
0 missing
Eig04_AEA.ed.numeric17 unique values
0 missing
ATS7enumeric28 unique values
0 missing
Eig04_AEA.ri.numeric22 unique values
0 missing
ATS7inumeric27 unique values
0 missing
Eig04_EAnumeric23 unique values
0 missing
ATS7mnumeric28 unique values
0 missing
Eig04_EA.bo.numeric16 unique values
0 missing
ATS7pnumeric28 unique values
0 missing
Eig04_EA.dm.numeric11 unique values
0 missing
ATS7snumeric28 unique values
0 missing
Eig04_EA.ed.numeric20 unique values
0 missing
ATS7vnumeric27 unique values
0 missing
Eig04_EA.ri.numeric23 unique values
0 missing
ATS8enumeric28 unique values
0 missing
Eig05_AEA.bo.numeric24 unique values
0 missing
ATS8inumeric28 unique values
0 missing
Eig05_AEA.dm.numeric17 unique values
0 missing
ATS8mnumeric28 unique values
0 missing
Eig05_AEA.ed.numeric21 unique values
0 missing
ATS8snumeric28 unique values
0 missing
Eig05_AEA.ri.numeric24 unique values
0 missing
ATS8vnumeric27 unique values
0 missing
Eig05_EAnumeric24 unique values
0 missing
ATSC1enumeric20 unique values
0 missing
Eig05_EA.bo.numeric24 unique values
0 missing
ATSC1inumeric18 unique values
0 missing
Eig05_EA.dm.numeric9 unique values
0 missing
ATSC1mnumeric20 unique values
0 missing
Eig05_EA.ed.numeric22 unique values
0 missing
ATSC1pnumeric20 unique values
0 missing
Eig05_EA.ri.numeric20 unique values
0 missing
ATSC1snumeric20 unique values
0 missing
Eig06_AEA.bo.numeric26 unique values
0 missing
ATSC1vnumeric20 unique values
0 missing
Eig06_AEA.dm.numeric21 unique values
0 missing
ATSC2enumeric20 unique values
0 missing
Eig06_AEA.ed.numeric26 unique values
0 missing
ATSC2inumeric20 unique values
0 missing
Eig06_AEA.ri.numeric25 unique values
0 missing
ATSC2mnumeric20 unique values
0 missing
Eig06_EAnumeric25 unique values
0 missing
ATSC2pnumeric20 unique values
0 missing
Eig06_EA.bo.numeric27 unique values
0 missing
ATSC2snumeric28 unique values
0 missing
Eig06_EA.dm.numeric7 unique values
0 missing
ATSC2vnumeric20 unique values
0 missing
Eig06_EA.ed.numeric26 unique values
0 missing
ATSC3enumeric20 unique values
0 missing
Eig06_EA.ri.numeric27 unique values
0 missing
ATSC3mnumeric20 unique values
0 missing
Eig07_AEA.bo.numeric21 unique values
0 missing
ATSC3pnumeric20 unique values
0 missing
Eig07_AEA.dm.numeric24 unique values
0 missing
ATSC3snumeric28 unique values
0 missing
Eig07_AEA.ed.numeric24 unique values
0 missing
ATSC3vnumeric20 unique values
0 missing
Eig07_EAnumeric25 unique values
0 missing
ATSC4enumeric25 unique values
0 missing
Eig07_EA.bo.numeric23 unique values
0 missing
ATSC4mnumeric28 unique values
0 missing
Eig07_EA.dm.numeric6 unique values
0 missing
ATSC4pnumeric28 unique values
0 missing
Eig07_EA.ed.numeric23 unique values
0 missing
ATSC4snumeric28 unique values
0 missing
Eig08_AEA.bo.numeric24 unique values
0 missing
ATSC4vnumeric26 unique values
0 missing
Eig08_AEA.dm.numeric20 unique values
0 missing
ATSC5enumeric28 unique values
0 missing
Eig08_AEA.ed.numeric23 unique values
0 missing
ATSC5inumeric28 unique values
0 missing
Eig08_AEA.ri.numeric25 unique values
0 missing
ATSC5mnumeric28 unique values
0 missing
Eig08_EAnumeric26 unique values
0 missing
ATSC5pnumeric28 unique values
0 missing
Eig08_EA.bo.numeric24 unique values
0 missing
ATSC5snumeric28 unique values
0 missing
Eig08_EA.dm.numeric4 unique values
0 missing
ATSC6enumeric28 unique values
0 missing
Eig08_EA.ed.numeric26 unique values
0 missing
ATSC6inumeric28 unique values
0 missing
Eig08_EA.ri.numeric25 unique values
0 missing
ATSC6mnumeric28 unique values
0 missing
Eig09_AEA.bo.numeric19 unique values
0 missing
ATSC6pnumeric28 unique values
0 missing
Eig09_AEA.dm.numeric24 unique values
0 missing
ATSC6snumeric28 unique values
0 missing
Eig09_AEA.ed.numeric24 unique values
0 missing
ATSC6vnumeric28 unique values
0 missing
Eig09_AEA.ri.numeric24 unique values
0 missing
ATSC7enumeric27 unique values
0 missing
Eig09_EAnumeric23 unique values
0 missing
ATSC7inumeric28 unique values
0 missing
Eig09_EA.bo.numeric21 unique values
0 missing
ATSC7mnumeric28 unique values
0 missing
Eig09_EA.dm.numeric4 unique values
0 missing
ATSC7pnumeric28 unique values
0 missing
Eig09_EA.ed.numeric26 unique values
0 missing
ATSC7snumeric28 unique values
0 missing
Eig09_EA.ri.numeric24 unique values
0 missing
ATSC7vnumeric28 unique values
0 missing
Eig10_AEA.bo.numeric18 unique values
0 missing
ATSC8enumeric28 unique values
0 missing
Eig10_AEA.dm.numeric24 unique values
0 missing
ATSC8mnumeric28 unique values
0 missing
Eig10_AEA.ed.numeric23 unique values
0 missing
ATSC8pnumeric28 unique values
0 missing
Eig10_AEA.ri.numeric19 unique values
0 missing
ATSC8snumeric28 unique values
0 missing
Eig10_EAnumeric18 unique values
0 missing
ATSC8vnumeric28 unique values
0 missing
Eig10_EA.bo.numeric18 unique values
0 missing
BACnumeric9 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
BBInumeric13 unique values
0 missing
Eig10_EA.ed.numeric22 unique values
0 missing
BIC0numeric17 unique values
0 missing
Eig10_EA.ri.numeric19 unique values
0 missing
BIC1numeric19 unique values
0 missing
Eig11_AEA.bo.numeric20 unique values
0 missing
BIC2numeric27 unique values
0 missing
Eig11_AEA.dm.numeric21 unique values
0 missing
BIC3numeric27 unique values
0 missing
Eig11_AEA.ed.numeric21 unique values
0 missing
BIC4numeric27 unique values
0 missing
Eig11_AEA.ri.numeric21 unique values
0 missing
BIC5numeric27 unique values
0 missing
Eig11_EAnumeric16 unique values
0 missing
BIDnumeric13 unique values
0 missing
Eig11_EA.bo.numeric20 unique values
0 missing
BLInumeric17 unique values
0 missing
Eig11_EA.dm.numeric2 unique values
0 missing
BLTA96numeric20 unique values
0 missing
Eig11_EA.ed.numeric22 unique values
0 missing
BLTD48numeric20 unique values
0 missing
Eig11_EA.ri.numeric20 unique values
0 missing
BLTF96numeric20 unique values
0 missing
Eig12_AEA.bo.numeric18 unique values
0 missing
C.numeric17 unique values
0 missing
Eig12_AEA.dm.numeric17 unique values
0 missing
C.001numeric4 unique values
0 missing
Eig12_AEA.ed.numeric22 unique values
0 missing
C.002numeric7 unique values
0 missing
Eig12_AEA.ri.numeric22 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig12_EAnumeric20 unique values
0 missing
C.005numeric2 unique values
0 missing
Eig12_EA.bo.numeric19 unique values
0 missing
C.006numeric6 unique values
0 missing
Eig12_EA.dm.numeric2 unique values
0 missing
C.008numeric5 unique values
0 missing
Eig12_EA.ri.numeric22 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig13_AEA.bo.numeric17 unique values
0 missing
C.024numeric7 unique values
0 missing
Eig13_AEA.dm.numeric23 unique values
0 missing
C.025numeric5 unique values
0 missing
Eig13_AEA.ed.numeric24 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig13_AEA.ri.numeric19 unique values
0 missing
C.034numeric2 unique values
0 missing
Eig13_EAnumeric20 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig13_EA.bo.numeric23 unique values
0 missing
C.040numeric4 unique values
0 missing
Eig13_EA.ed.numeric22 unique values
0 missing
C.041numeric3 unique values
0 missing
Eig13_EA.ri.numeric20 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig14_AEA.bo.numeric13 unique values
0 missing
CATS2D_00_DDnumeric4 unique values
0 missing
Eig14_AEA.dm.numeric23 unique values
0 missing
CATS2D_00_DPnumeric4 unique values
0 missing
Eig14_AEA.ed.numeric24 unique values
0 missing
CATS2D_00_PPnumeric4 unique values
0 missing
Eig14_AEA.ri.numeric19 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig14_EAnumeric18 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig14_EA.bo.numeric27 unique values
0 missing
CATS2D_01_LLnumeric14 unique values
0 missing
Eig14_EA.ed.numeric22 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig14_EA.ri.numeric22 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
Eig15_AEA.bo.numeric18 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
Eig15_AEA.dm.numeric22 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
Eig15_AEA.ed.numeric18 unique values
0 missing
CATS2D_02_DAnumeric6 unique values
0 missing
Eig15_AEA.ri.numeric24 unique values
0 missing
CATS2D_02_DDnumeric4 unique values
0 missing
Eig15_EAnumeric21 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
Eig15_EA.bo.numeric26 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
Eig15_EA.ed.numeric22 unique values
0 missing
CATS2D_02_DPnumeric5 unique values
0 missing
Eig15_EA.ri.numeric27 unique values
0 missing
CATS2D_02_LLnumeric10 unique values
0 missing
Eta_alpha_Anumeric13 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
Eta_Bnumeric12 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eta_B_Anumeric12 unique values
0 missing
CATS2D_02_PPnumeric3 unique values
0 missing
Eta_betanumeric18 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
Eta_beta_Anumeric19 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
CATS2D_03_DAnumeric5 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
CATS2D_03_DLnumeric7 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
CATS2D_03_LLnumeric10 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
CATS2D_04_DLnumeric11 unique values
0 missing
CATS2D_04_LLnumeric6 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric6 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
CATS2D_06_ALnumeric10 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
CATS2D_06_DAnumeric8 unique values
0 missing
CATS2D_06_DDnumeric4 unique values
0 missing
CATS2D_06_DLnumeric8 unique values
0 missing
CATS2D_06_DPnumeric3 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
33
Number of instances (rows) of the dataset.
NumberOfFeatures
476
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
475
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile2KurtosisOfNumericAtts
0.79
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
14.42
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
2.97
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
0.21
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
5.58
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
0.07
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.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.46
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.13
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.66
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
33
Maximum kurtosis 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
6.07
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
2161.67
Maximum of means among attributes of the numeric type.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.79
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
6.29
Third quartile of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinSkewnessOfNumericAtts
-4.93
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.21
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.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.74
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
5.74
Maximum skewness among attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.43
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.3
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
1112.81
Maximum standard deviation of attributes of the numeric type.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.82
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.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanKurtosisOfNumericAtts
4.86
Mean kurtosis among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.8
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
16.39
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.25
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.35
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795139
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795139
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795139
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795139
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795139
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795139
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795139
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795139
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795139
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795139
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795139
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795139
0 runs - estimation_procedure: 50 times Clustering
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