Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2225

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2225

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: CHEMBL2225 (TID: 11567), and it has 76 rows and 456 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.

458 features

pXC50 (target)numeric34 unique values
0 missing
molecule_id (row identifier)nominal76 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
CATS2D_03_LLnumeric17 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
SpMin2_Bh.e.numeric51 unique values
0 missing
CATS2D_08_LLnumeric18 unique values
0 missing
SpMin2_Bh.i.numeric57 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
GATS5enumeric70 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
SpMin2_Bh.v.numeric52 unique values
0 missing
CATS2D_08_PNnumeric2 unique values
0 missing
SpMin6_Bh.m.numeric56 unique values
0 missing
CATS2D_09_AAnumeric5 unique values
0 missing
ATSC2vnumeric70 unique values
0 missing
CATS2D_09_ALnumeric16 unique values
0 missing
ATSC3vnumeric71 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
SpMin1_Bh.e.numeric43 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
SpMin1_Bh.i.numeric51 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
ATSC4vnumeric71 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
SpMin6_Bh.e.numeric57 unique values
0 missing
CATS2D_09_DLnumeric10 unique values
0 missing
SpMin6_Bh.v.numeric63 unique values
0 missing
CATS2D_09_LLnumeric19 unique values
0 missing
CATS2D_06_ALnumeric14 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
SpMin2_Bh.m.numeric48 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
nCnumeric25 unique values
0 missing
CENTnumeric64 unique values
0 missing
CATS2D_01_LLnumeric23 unique values
0 missing
Chi0_AEA.bo.numeric62 unique values
0 missing
SpMin3_Bh.p.numeric62 unique values
0 missing
Chi0_AEA.dm.numeric62 unique values
0 missing
GATS5snumeric71 unique values
0 missing
Chi0_AEA.ed.numeric62 unique values
0 missing
SpMin3_Bh.v.numeric59 unique values
0 missing
Chi0_AEA.ri.numeric62 unique values
0 missing
SpMin2_Bh.p.numeric56 unique values
0 missing
Chi0_EAnumeric62 unique values
0 missing
SpMin6_Bh.i.numeric62 unique values
0 missing
Chi0_EA.bo.numeric63 unique values
0 missing
JGI3numeric32 unique values
0 missing
Chi0_EA.dm.numeric59 unique values
0 missing
SpMax8_Bh.v.numeric61 unique values
0 missing
Chi0_EA.ed.numeric65 unique values
0 missing
GATS7enumeric67 unique values
0 missing
Chi0_EA.ri.numeric70 unique values
0 missing
CIC4numeric62 unique values
0 missing
Chi1_AEA.bo.numeric64 unique values
0 missing
CIC5numeric63 unique values
0 missing
Chi1_AEA.dm.numeric64 unique values
0 missing
ATSC2snumeric71 unique values
0 missing
Chi1_AEA.ed.numeric64 unique values
0 missing
P_VSA_e_2numeric69 unique values
0 missing
Chi1_AEA.ri.numeric64 unique values
0 missing
AACnumeric63 unique values
0 missing
Chi1_EAnumeric64 unique values
0 missing
AECCnumeric63 unique values
0 missing
Chi1_EA.bo.numeric65 unique values
0 missing
ALOGPnumeric69 unique values
0 missing
Chi1_EA.dm.numeric63 unique values
0 missing
ALOGP2numeric69 unique values
0 missing
Chi1_EA.ed.numeric64 unique values
0 missing
AMRnumeric69 unique values
0 missing
Chi1_EA.ri.numeric71 unique values
0 missing
AMWnumeric66 unique values
0 missing
CIC0numeric66 unique values
0 missing
ARRnumeric33 unique values
0 missing
CIC1numeric67 unique values
0 missing
ATS1enumeric66 unique values
0 missing
CIC2numeric64 unique values
0 missing
ATS1inumeric67 unique values
0 missing
CIC3numeric64 unique values
0 missing
ATS1mnumeric66 unique values
0 missing
CIDnumeric61 unique values
0 missing
ATS1pnumeric68 unique values
0 missing
Cl.089numeric5 unique values
0 missing
ATS1snumeric67 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ATS1vnumeric64 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATS2enumeric70 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATS2inumeric69 unique values
0 missing
CSInumeric64 unique values
0 missing
ATS2mnumeric70 unique values
0 missing
DBInumeric41 unique values
0 missing
ATS2pnumeric68 unique values
0 missing
D.Dtr03numeric8 unique values
0 missing
ATS2snumeric70 unique values
0 missing
D.Dtr04numeric8 unique values
0 missing
ATS2vnumeric68 unique values
0 missing
D.Dtr05numeric28 unique values
0 missing
ATS3enumeric70 unique values
0 missing
D.Dtr06numeric62 unique values
0 missing
ATS3inumeric67 unique values
0 missing
D.Dtr07numeric6 unique values
0 missing
ATS3mnumeric68 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
ATS3pnumeric68 unique values
0 missing
D.Dtr09numeric7 unique values
0 missing
ATS3snumeric70 unique values
0 missing
D.Dtr10numeric7 unique values
0 missing
ATS3vnumeric70 unique values
0 missing
DECCnumeric62 unique values
0 missing
ATS4enumeric68 unique values
0 missing
DELSnumeric71 unique values
0 missing
ATS4inumeric70 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ATS4mnumeric70 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS4pnumeric69 unique values
0 missing
DLS_01numeric4 unique values
0 missing
ATS4snumeric69 unique values
0 missing
DLS_02numeric5 unique values
0 missing
ATS4vnumeric69 unique values
0 missing
DLS_03numeric5 unique values
0 missing
ATS5enumeric70 unique values
0 missing
DLS_04numeric7 unique values
0 missing
ATS5inumeric71 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS5mnumeric70 unique values
0 missing
DLS_06numeric6 unique values
0 missing
ATS5pnumeric70 unique values
0 missing
DLS_07numeric3 unique values
0 missing
ATS5snumeric66 unique values
0 missing
DLS_consnumeric21 unique values
0 missing
ATS5vnumeric69 unique values
0 missing
Dznumeric57 unique values
0 missing
ATS6enumeric67 unique values
0 missing
ECCnumeric59 unique values
0 missing
ATS6inumeric70 unique values
0 missing
Eig01_AEA.bo.numeric57 unique values
0 missing
ATS6mnumeric70 unique values
0 missing
Eig01_AEA.dm.numeric48 unique values
0 missing
ATS6pnumeric69 unique values
0 missing
Eig01_AEA.ed.numeric51 unique values
0 missing
ATS6snumeric67 unique values
0 missing
Eig01_AEA.ri.numeric57 unique values
0 missing
ATS6vnumeric69 unique values
0 missing
Eig01_EAnumeric54 unique values
0 missing
ATS7enumeric70 unique values
0 missing
Eig01_EA.bo.numeric49 unique values
0 missing
ATS7inumeric70 unique values
0 missing
Eig01_EA.dm.numeric26 unique values
0 missing
ATS7mnumeric68 unique values
0 missing
Eig01_EA.ed.numeric56 unique values
0 missing
ATS7pnumeric68 unique values
0 missing
Eig01_EA.ri.numeric59 unique values
0 missing
ATS7snumeric69 unique values
0 missing
Eig02_AEA.bo.numeric51 unique values
0 missing
ATS7vnumeric69 unique values
0 missing
Eig02_AEA.dm.numeric59 unique values
0 missing
ATS8enumeric70 unique values
0 missing
Eig02_AEA.ed.numeric53 unique values
0 missing
ATS8inumeric69 unique values
0 missing
Eig02_AEA.ri.numeric59 unique values
0 missing
ATS8mnumeric71 unique values
0 missing
Eig02_EAnumeric50 unique values
0 missing
ATS8pnumeric70 unique values
0 missing
Eig02_EA.bo.numeric57 unique values
0 missing
ATS8snumeric70 unique values
0 missing
Eig02_EA.dm.numeric25 unique values
0 missing
ATS8vnumeric71 unique values
0 missing
Eig02_EA.ed.numeric56 unique values
0 missing
ATSC1enumeric54 unique values
0 missing
Eig02_EA.ri.numeric58 unique values
0 missing
ATSC1inumeric65 unique values
0 missing
Eig03_AEA.bo.numeric53 unique values
0 missing
ATSC1mnumeric68 unique values
0 missing
Eig03_AEA.dm.numeric69 unique values
0 missing
ATSC1pnumeric68 unique values
0 missing
Eig03_AEA.ed.numeric51 unique values
0 missing
ATSC1snumeric70 unique values
0 missing
Eig03_AEA.ri.numeric58 unique values
0 missing
ATSC1vnumeric68 unique values
0 missing
Eig03_EAnumeric54 unique values
0 missing
ATSC2enumeric64 unique values
0 missing
Eig03_EA.bo.numeric57 unique values
0 missing
ATSC2inumeric68 unique values
0 missing
Eig03_EA.dm.numeric27 unique values
0 missing
ATSC2mnumeric70 unique values
0 missing
Eig03_EA.ed.numeric55 unique values
0 missing
ATSC2pnumeric69 unique values
0 missing
Eig03_EA.ri.numeric53 unique values
0 missing
ATSC3enumeric65 unique values
0 missing
Eig04_AEA.bo.numeric64 unique values
0 missing
ATSC3inumeric70 unique values
0 missing
Eig04_AEA.dm.numeric62 unique values
0 missing
ATSC3mnumeric71 unique values
0 missing
Eig04_AEA.ed.numeric61 unique values
0 missing
ATSC3pnumeric71 unique values
0 missing
Eig04_AEA.ri.numeric67 unique values
0 missing
ATSC3snumeric71 unique values
0 missing
Eig04_EAnumeric62 unique values
0 missing
ATSC4enumeric68 unique values
0 missing
Eig04_EA.bo.numeric62 unique values
0 missing
ATSC4inumeric71 unique values
0 missing
Eig04_EA.dm.numeric22 unique values
0 missing
ATSC4mnumeric71 unique values
0 missing
Eig04_EA.ed.numeric65 unique values
0 missing
ATSC4pnumeric70 unique values
0 missing
Eig04_EA.ri.numeric71 unique values
0 missing
ATSC4snumeric71 unique values
0 missing
Eig05_AEA.bo.numeric60 unique values
0 missing
ATSC5enumeric70 unique values
0 missing
Eig05_AEA.dm.numeric56 unique values
0 missing
ATSC5inumeric67 unique values
0 missing
Eig05_AEA.ed.numeric64 unique values
0 missing
ATSC5mnumeric71 unique values
0 missing
Eig05_AEA.ri.numeric70 unique values
0 missing
ATSC5pnumeric71 unique values
0 missing
Eig05_EAnumeric63 unique values
0 missing
ATSC5snumeric71 unique values
0 missing
Eig05_EA.bo.numeric62 unique values
0 missing
ATSC5vnumeric71 unique values
0 missing
Eig05_EA.dm.numeric19 unique values
0 missing
ATSC6enumeric70 unique values
0 missing
Eig05_EA.ed.numeric65 unique values
0 missing
ATSC6inumeric71 unique values
0 missing
Eig05_EA.ri.numeric68 unique values
0 missing
ATSC6mnumeric71 unique values
0 missing
Eig06_AEA.bo.numeric54 unique values
0 missing
ATSC6pnumeric71 unique values
0 missing
Eig06_AEA.dm.numeric65 unique values
0 missing
ATSC6snumeric71 unique values
0 missing
Eig06_AEA.ed.numeric59 unique values
0 missing
ATSC6vnumeric70 unique values
0 missing
Eig06_AEA.ri.numeric62 unique values
0 missing
ATSC7enumeric67 unique values
0 missing
Eig06_EAnumeric53 unique values
0 missing
ATSC7inumeric71 unique values
0 missing
Eig06_EA.bo.numeric54 unique values
0 missing
ATSC7mnumeric71 unique values
0 missing
Eig06_EA.dm.numeric17 unique values
0 missing
ATSC7pnumeric70 unique values
0 missing
Eig06_EA.ed.numeric61 unique values
0 missing
ATSC7snumeric71 unique values
0 missing
Eig06_EA.ri.numeric60 unique values
0 missing
ATSC7vnumeric71 unique values
0 missing
Eig07_AEA.bo.numeric54 unique values
0 missing
ATSC8enumeric70 unique values
0 missing
Eig07_AEA.dm.numeric62 unique values
0 missing
ATSC8inumeric70 unique values
0 missing
Eig07_AEA.ed.numeric56 unique values
0 missing
ATSC8mnumeric71 unique values
0 missing
Eig07_AEA.ri.numeric54 unique values
0 missing
ATSC8pnumeric70 unique values
0 missing
Eig07_EAnumeric50 unique values
0 missing
ATSC8snumeric71 unique values
0 missing
Eig07_EA.bo.numeric55 unique values
0 missing
ATSC8vnumeric71 unique values
0 missing
Eig07_EA.dm.numeric12 unique values
0 missing
BACnumeric41 unique values
0 missing
Eig07_EA.ed.numeric54 unique values
0 missing
BBInumeric37 unique values
0 missing
Eig07_EA.ri.numeric54 unique values
0 missing
BIC0numeric52 unique values
0 missing
Eig08_AEA.bo.numeric61 unique values
0 missing
BIC1numeric62 unique values
0 missing
Eig08_AEA.dm.numeric56 unique values
0 missing
BIC2numeric59 unique values
0 missing
Eig08_AEA.ed.numeric60 unique values
0 missing
BIC3numeric49 unique values
0 missing
Eig08_AEA.ri.numeric68 unique values
0 missing
BIC4numeric50 unique values
0 missing
Eig08_EAnumeric58 unique values
0 missing
BIC5numeric48 unique values
0 missing
Eig08_EA.bo.numeric59 unique values
0 missing
BIDnumeric46 unique values
0 missing
Eig08_EA.dm.numeric8 unique values
0 missing
BLInumeric62 unique values
0 missing
Eig08_EA.ed.numeric61 unique values
0 missing
BLTA96numeric57 unique values
0 missing
Eig08_EA.ri.numeric66 unique values
0 missing
BLTD48numeric57 unique values
0 missing
Eig09_AEA.bo.numeric45 unique values
0 missing
BLTF96numeric57 unique values
0 missing
Eig09_AEA.dm.numeric61 unique values
0 missing
Br.091numeric2 unique values
0 missing
Eig09_AEA.ed.numeric58 unique values
0 missing
Br.094numeric4 unique values
0 missing
Eig09_AEA.ri.numeric60 unique values
0 missing
C.numeric47 unique values
0 missing
Eig09_EAnumeric55 unique values
0 missing
C.001numeric9 unique values
0 missing
Eig09_EA.bo.numeric47 unique values
0 missing
C.002numeric10 unique values
0 missing
Eig09_EA.dm.numeric7 unique values
0 missing
C.003numeric5 unique values
0 missing
Eig09_EA.ed.numeric56 unique values
0 missing
C.004numeric3 unique values
0 missing
Eig09_EA.ri.numeric61 unique values
0 missing
C.005numeric4 unique values
0 missing
Eig10_AEA.bo.numeric47 unique values
0 missing
C.006numeric7 unique values
0 missing
Eig10_AEA.dm.numeric58 unique values
0 missing
C.008numeric7 unique values
0 missing
Eig10_AEA.ed.numeric55 unique values
0 missing
C.011numeric3 unique values
0 missing
Eig10_AEA.ri.numeric65 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig10_EAnumeric59 unique values
0 missing
C.013numeric2 unique values
0 missing
Eig10_EA.bo.numeric49 unique values
0 missing
C.014numeric2 unique values
0 missing
Eig10_EA.dm.numeric6 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig10_EA.ed.numeric60 unique values
0 missing
C.018numeric2 unique values
0 missing
Eig10_EA.ri.numeric63 unique values
0 missing
C.024numeric10 unique values
0 missing
Eig11_AEA.bo.numeric51 unique values
0 missing
C.025numeric4 unique values
0 missing
Eig11_AEA.dm.numeric54 unique values
0 missing
C.026numeric7 unique values
0 missing
Eig11_AEA.ed.numeric56 unique values
0 missing
C.027numeric3 unique values
0 missing
Eig11_AEA.ri.numeric53 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig11_EAnumeric51 unique values
0 missing
C.029numeric2 unique values
0 missing
Eig11_EA.bo.numeric47 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig11_EA.dm.numeric5 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig11_EA.ed.numeric56 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig11_EA.ri.numeric58 unique values
0 missing
C.034numeric2 unique values
0 missing
Eig12_AEA.bo.numeric49 unique values
0 missing
C.036numeric2 unique values
0 missing
Eig12_AEA.dm.numeric57 unique values
0 missing
C.038numeric2 unique values
0 missing
Eig12_AEA.ed.numeric54 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig12_AEA.ri.numeric48 unique values
0 missing
C.040numeric7 unique values
0 missing
Eig12_EAnumeric41 unique values
0 missing
C.041numeric3 unique values
0 missing
Eig12_EA.bo.numeric52 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig12_EA.dm.numeric4 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig12_EA.ed.numeric51 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eig12_EA.ri.numeric50 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eig13_AEA.bo.numeric56 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eig13_AEA.dm.numeric52 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eig13_AEA.ed.numeric51 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig13_AEA.ri.numeric55 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eig13_EAnumeric47 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig13_EA.bo.numeric58 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig13_EA.dm.numeric4 unique values
0 missing
CATS2D_01_PNnumeric2 unique values
0 missing
Eig13_EA.ed.numeric54 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
Eig13_EA.ri.numeric54 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
Eig14_AEA.bo.numeric58 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
Eig14_AEA.dm.numeric53 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
Eig14_AEA.ed.numeric56 unique values
0 missing
CATS2D_02_DAnumeric7 unique values
0 missing
Eig14_AEA.ri.numeric60 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eig14_EAnumeric56 unique values
0 missing
CATS2D_02_DLnumeric8 unique values
0 missing
Eig14_EA.bo.numeric61 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
Eig14_EA.dm.numeric5 unique values
0 missing
CATS2D_02_LLnumeric24 unique values
0 missing
Eig14_EA.ed.numeric56 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eig14_EA.ri.numeric63 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
Eig15_AEA.bo.numeric53 unique values
0 missing
CATS2D_02_PPnumeric2 unique values
0 missing
Eig15_AEA.dm.numeric59 unique values
0 missing
CATS2D_03_AAnumeric6 unique values
0 missing
Eig15_AEA.ed.numeric49 unique values
0 missing
CATS2D_03_ALnumeric10 unique values
0 missing
Eig15_AEA.ri.numeric59 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
Eig15_EAnumeric54 unique values
0 missing
CATS2D_03_DAnumeric6 unique values
0 missing
Eig15_EA.bo.numeric55 unique values
0 missing
CATS2D_03_DDnumeric4 unique values
0 missing
Eig15_EA.dm.numeric6 unique values
0 missing
CATS2D_03_DLnumeric8 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
CATS2D_04_ALnumeric14 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
CATS2D_04_DDnumeric4 unique values
0 missing
CATS2D_04_DLnumeric11 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
CATS2D_04_LLnumeric12 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
CATS2D_05_AAnumeric8 unique values
0 missing
CATS2D_05_ALnumeric18 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric8 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
CATS2D_05_DLnumeric10 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
CATS2D_05_LLnumeric12 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
CATS2D_06_DAnumeric6 unique values
0 missing
CATS2D_06_DDnumeric4 unique values
0 missing
CATS2D_06_DLnumeric10 unique values
0 missing
CATS2D_06_LLnumeric14 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
CATS2D_07_ALnumeric14 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
CATS2D_07_DDnumeric4 unique values
0 missing
CATS2D_07_DLnumeric8 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
CATS2D_07_DPnumeric3 unique values
0 missing
CATS2D_07_LLnumeric17 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
CATS2D_07_PLnumeric4 unique values
0 missing
CATS2D_07_PPnumeric2 unique values
0 missing
CATS2D_08_AAnumeric7 unique values
0 missing
CATS2D_08_ALnumeric16 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
CATS2D_08_DAnumeric7 unique values
0 missing
CATS2D_08_DDnumeric4 unique values
0 missing
CATS2D_08_DLnumeric9 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
76
Number of instances (rows) of the dataset.
NumberOfFeatures
458
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
457
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal 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.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Dimensionality
6.03
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
3.55
Second quartile (Median) of kurtosis 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
1.47
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.86
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
12.69
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
0.54
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.49
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.67
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
76
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.54
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
1770.83
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
13.55
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
99.78
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.66
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.37
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.22
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
8.72
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
2.81
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
3064.64
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.32
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.7
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
0.27
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
10.79
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
12.3
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.29
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.08
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.33
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2225
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2225
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2225
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2225
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2225
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2225
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2225
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2225
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2225
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2225
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2225
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2225
0 runs - estimation_procedure: 50 times Clustering
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