Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4695

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4695

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 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: CHEMBL4695 (TID: 100663), and it has 12 rows and 624 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.

626 features

pXC50 (target)numeric12 unique values
0 missing
molecule_id (row identifier)nominal12 unique values
0 missing
SM15_AEA.ri.numeric12 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
AACnumeric12 unique values
0 missing
SMTInumeric11 unique values
0 missing
CATS2D_01_DDnumeric2 unique values
0 missing
AMRnumeric12 unique values
0 missing
SNarnumeric11 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
ATS1enumeric12 unique values
0 missing
Spnumeric12 unique values
0 missing
CATS2D_01_LLnumeric6 unique values
0 missing
ATS1inumeric12 unique values
0 missing
SpAD_AEA.bo.numeric12 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
ATS1mnumeric12 unique values
0 missing
SpAD_AEA.dm.numeric12 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
ATS1pnumeric12 unique values
0 missing
SpAD_AEA.ed.numeric11 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
ATS1vnumeric12 unique values
0 missing
SpAD_AEA.ri.numeric12 unique values
0 missing
CATS2D_02_DDnumeric3 unique values
0 missing
ATS2enumeric12 unique values
0 missing
SpAD_EAnumeric11 unique values
0 missing
CATS2D_02_DLnumeric2 unique values
0 missing
ATS2inumeric12 unique values
0 missing
SpAD_EA.bo.numeric12 unique values
0 missing
CATS2D_02_LLnumeric4 unique values
0 missing
ATS2mnumeric12 unique values
0 missing
SpAD_EA.ed.numeric11 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
ATS2pnumeric12 unique values
0 missing
SpAD_EA.ri.numeric12 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
ATS2snumeric12 unique values
0 missing
SpDiam_EAnumeric11 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
ATS2vnumeric11 unique values
0 missing
SpMax1_Bh.e.numeric11 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
ATS3enumeric12 unique values
0 missing
SpMax1_Bh.i.numeric12 unique values
0 missing
CATS2D_03_DLnumeric3 unique values
0 missing
ATS3inumeric12 unique values
0 missing
SpMax1_Bh.v.numeric12 unique values
0 missing
CATS2D_03_LLnumeric5 unique values
0 missing
ATS3mnumeric12 unique values
0 missing
SpMax3_Bh.e.numeric10 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
ATS3pnumeric12 unique values
0 missing
SpMax3_Bh.m.numeric12 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
ATS3vnumeric12 unique values
0 missing
SpMax3_Bh.p.numeric12 unique values
0 missing
CATS2D_04_ALnumeric5 unique values
0 missing
ATS4enumeric12 unique values
0 missing
SpMax3_Bh.v.numeric11 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
ATS4inumeric12 unique values
0 missing
SpMax4_Bh.e.numeric12 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
ATS4pnumeric12 unique values
0 missing
SpMax4_Bh.i.numeric12 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
ATS4vnumeric12 unique values
0 missing
SpMax4_Bh.p.numeric12 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
ATS5enumeric12 unique values
0 missing
SpMax4_Bh.v.numeric12 unique values
0 missing
CATS2D_04_DNnumeric3 unique values
0 missing
ATS5inumeric12 unique values
0 missing
SpMax5_Bh.e.numeric12 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
ATS5mnumeric12 unique values
0 missing
SpMax5_Bh.i.numeric12 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
ATS5pnumeric12 unique values
0 missing
SpMax5_Bh.m.numeric12 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
ATS5snumeric12 unique values
0 missing
SpMax5_Bh.p.numeric12 unique values
0 missing
CATS2D_05_ALnumeric5 unique values
0 missing
ATS5vnumeric12 unique values
0 missing
SpMax5_Bh.v.numeric12 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
ATS6enumeric12 unique values
0 missing
SpMax6_Bh.e.numeric12 unique values
0 missing
CATS2D_05_DAnumeric5 unique values
0 missing
ATS6inumeric12 unique values
0 missing
SpMax6_Bh.i.numeric12 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
ATS6mnumeric12 unique values
0 missing
SpMax6_Bh.m.numeric11 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
ATS6pnumeric12 unique values
0 missing
SpMax6_Bh.p.numeric12 unique values
0 missing
CATS2D_05_DNnumeric3 unique values
0 missing
ATS6snumeric12 unique values
0 missing
SpMax6_Bh.v.numeric12 unique values
0 missing
CATS2D_05_LLnumeric4 unique values
0 missing
ATS6vnumeric12 unique values
0 missing
SpMax7_Bh.e.numeric12 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
ATS7enumeric12 unique values
0 missing
SpMax7_Bh.i.numeric11 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
ATS7inumeric12 unique values
0 missing
SpMax7_Bh.m.numeric12 unique values
0 missing
CATS2D_06_ALnumeric3 unique values
0 missing
ATS7mnumeric12 unique values
0 missing
SpMax7_Bh.p.numeric12 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
ATS7pnumeric12 unique values
0 missing
SpMax7_Bh.v.numeric12 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
ATS7snumeric12 unique values
0 missing
SpMax8_Bh.e.numeric11 unique values
0 missing
CATS2D_06_DDnumeric4 unique values
0 missing
ATS7vnumeric12 unique values
0 missing
SpMax8_Bh.i.numeric11 unique values
0 missing
CATS2D_06_DNnumeric3 unique values
0 missing
ATS8enumeric12 unique values
0 missing
SpMax8_Bh.m.numeric11 unique values
0 missing
CATS2D_06_LLnumeric3 unique values
0 missing
ATS8inumeric12 unique values
0 missing
SpMax8_Bh.p.numeric12 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
ATS8pnumeric12 unique values
0 missing
SpMax8_Bh.v.numeric11 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
ATS8snumeric12 unique values
0 missing
SpMaxA_AEA.bo.numeric11 unique values
0 missing
CATS2D_07_ALnumeric4 unique values
0 missing
ATS8vnumeric12 unique values
0 missing
SpMaxA_AEA.dm.numeric12 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
ATSC1inumeric12 unique values
0 missing
SpMaxA_AEA.ed.numeric11 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
ATSC1pnumeric12 unique values
0 missing
SpMaxA_AEA.ri.numeric11 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
ATSC1vnumeric12 unique values
0 missing
SpMaxA_EAnumeric11 unique values
0 missing
CATS2D_07_DNnumeric3 unique values
0 missing
ATSC2inumeric12 unique values
0 missing
SpMaxA_EA.bo.numeric11 unique values
0 missing
CATS2D_07_LLnumeric3 unique values
0 missing
ATSC2mnumeric12 unique values
0 missing
SpMaxA_EA.ri.numeric11 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
ATSC2pnumeric12 unique values
0 missing
SpMin1_Bh.e.numeric11 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
ATSC2snumeric12 unique values
0 missing
SpMin1_Bh.i.numeric12 unique values
0 missing
CATS2D_08_ALnumeric4 unique values
0 missing
ATSC2vnumeric12 unique values
0 missing
SpMin1_Bh.p.numeric11 unique values
0 missing
CATS2D_08_ANnumeric3 unique values
0 missing
ATSC3inumeric12 unique values
0 missing
SpMin1_Bh.v.numeric11 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
ATSC3mnumeric12 unique values
0 missing
SpMin2_Bh.e.numeric11 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
ATSC3pnumeric12 unique values
0 missing
SpMin2_Bh.i.numeric12 unique values
0 missing
CATS2D_08_LLnumeric3 unique values
0 missing
ATSC3vnumeric12 unique values
0 missing
SpMin2_Bh.m.numeric12 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
ATSC4inumeric12 unique values
0 missing
SpMin2_Bh.p.numeric12 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
ATSC4mnumeric12 unique values
0 missing
SpMin2_Bh.s.numeric11 unique values
0 missing
CATS2D_09_ANnumeric3 unique values
0 missing
ATSC4pnumeric12 unique values
0 missing
SpMin2_Bh.v.numeric12 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
ATSC4vnumeric12 unique values
0 missing
SpMin3_Bh.e.numeric12 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
ATSC5inumeric12 unique values
0 missing
SpMin3_Bh.i.numeric11 unique values
0 missing
CATS2D_09_LLnumeric3 unique values
0 missing
ATSC5mnumeric12 unique values
0 missing
SpMin3_Bh.m.numeric12 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
ATSC5pnumeric12 unique values
0 missing
SpMin3_Bh.p.numeric11 unique values
0 missing
CATS2D_09_NNnumeric2 unique values
0 missing
ATSC5vnumeric12 unique values
0 missing
SpMin3_Bh.s.numeric12 unique values
0 missing
Chi0_EA.dm.numeric11 unique values
0 missing
ATSC6inumeric12 unique values
0 missing
SpMin3_Bh.v.numeric12 unique values
0 missing
Chi1_EA.dm.numeric11 unique values
0 missing
ATSC6mnumeric12 unique values
0 missing
SpMin4_Bh.e.numeric12 unique values
0 missing
CIC3numeric12 unique values
0 missing
ATSC6pnumeric12 unique values
0 missing
SpMin4_Bh.i.numeric12 unique values
0 missing
CIC4numeric12 unique values
0 missing
ATSC6vnumeric12 unique values
0 missing
SpMin4_Bh.p.numeric12 unique values
0 missing
CIC5numeric11 unique values
0 missing
ATSC7enumeric12 unique values
0 missing
SpMin4_Bh.s.numeric12 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATSC7inumeric12 unique values
0 missing
SpMin4_Bh.v.numeric12 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATSC7pnumeric12 unique values
0 missing
SpMin5_Bh.e.numeric12 unique values
0 missing
DBInumeric11 unique values
0 missing
ATSC7snumeric12 unique values
0 missing
SpMin5_Bh.i.numeric12 unique values
0 missing
D.Dtr05numeric2 unique values
0 missing
ATSC7vnumeric12 unique values
0 missing
SpMin5_Bh.m.numeric12 unique values
0 missing
D.Dtr06numeric3 unique values
0 missing
ATSC8enumeric12 unique values
0 missing
SpMin5_Bh.p.numeric12 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
ATSC8inumeric12 unique values
0 missing
SpMin5_Bh.s.numeric11 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
ATSC8pnumeric12 unique values
0 missing
SpMin5_Bh.v.numeric12 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
ATSC8vnumeric12 unique values
0 missing
SpMin6_Bh.e.numeric12 unique values
0 missing
D.Dtr12numeric2 unique values
0 missing
BBInumeric11 unique values
0 missing
SpMin6_Bh.i.numeric12 unique values
0 missing
DECCnumeric11 unique values
0 missing
BIC0numeric12 unique values
0 missing
SpMin6_Bh.m.numeric12 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
BIDnumeric11 unique values
0 missing
SpMin6_Bh.p.numeric12 unique values
0 missing
DLS_01numeric3 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
SpMin6_Bh.s.numeric8 unique values
0 missing
DLS_02numeric5 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
SpMin6_Bh.v.numeric12 unique values
0 missing
DLS_03numeric4 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
SpMin7_Bh.e.numeric12 unique values
0 missing
DLS_04numeric5 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
SpMin7_Bh.i.numeric12 unique values
0 missing
DLS_05numeric2 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
SpMin7_Bh.m.numeric12 unique values
0 missing
DLS_06numeric4 unique values
0 missing
CENTnumeric11 unique values
0 missing
SpMin7_Bh.p.numeric11 unique values
0 missing
DLS_07numeric3 unique values
0 missing
Chi0_AEA.bo.numeric11 unique values
0 missing
SpMin7_Bh.s.numeric6 unique values
0 missing
DLS_consnumeric8 unique values
0 missing
Chi0_AEA.dm.numeric11 unique values
0 missing
SpMin7_Bh.v.numeric11 unique values
0 missing
Eig01_AEA.bo.numeric5 unique values
0 missing
Chi0_AEA.ed.numeric11 unique values
0 missing
SpMin8_Bh.e.numeric12 unique values
0 missing
Eig01_AEA.dm.numeric8 unique values
0 missing
Chi0_AEA.ri.numeric11 unique values
0 missing
SpMin8_Bh.i.numeric9 unique values
0 missing
Eig01_AEA.ed.numeric7 unique values
0 missing
Chi0_EAnumeric11 unique values
0 missing
SpMin8_Bh.m.numeric10 unique values
0 missing
Eig01_AEA.ri.numeric7 unique values
0 missing
Chi0_EA.bo.numeric12 unique values
0 missing
SpMin8_Bh.p.numeric10 unique values
0 missing
Eig01_EAnumeric7 unique values
0 missing
Chi0_EA.ed.numeric11 unique values
0 missing
SpMin8_Bh.v.numeric10 unique values
0 missing
Eig01_EA.bo.numeric5 unique values
0 missing
Chi0_EA.ri.numeric12 unique values
0 missing
SRW02numeric10 unique values
0 missing
Eig01_EA.dm.numeric7 unique values
0 missing
Chi1_AEA.bo.numeric11 unique values
0 missing
SRW04numeric11 unique values
0 missing
Eig01_EA.ed.numeric7 unique values
0 missing
Chi1_AEA.dm.numeric11 unique values
0 missing
SRW06numeric11 unique values
0 missing
Eig01_EA.ri.numeric6 unique values
0 missing
Chi1_AEA.ed.numeric11 unique values
0 missing
Svnumeric12 unique values
0 missing
Eig02_AEA.bo.numeric6 unique values
0 missing
Chi1_AEA.ri.numeric11 unique values
0 missing
TIC1numeric12 unique values
0 missing
Eig02_AEA.dm.numeric8 unique values
0 missing
Chi1_EAnumeric11 unique values
0 missing
TIC2numeric12 unique values
0 missing
Eig02_AEA.ed.numeric6 unique values
0 missing
Chi1_EA.bo.numeric12 unique values
0 missing
TIC3numeric12 unique values
0 missing
Eig02_AEA.ri.numeric6 unique values
0 missing
Chi1_EA.ed.numeric11 unique values
0 missing
TIC4numeric12 unique values
0 missing
Eig02_EAnumeric7 unique values
0 missing
Chi1_EA.ri.numeric12 unique values
0 missing
TIC5numeric12 unique values
0 missing
Eig02_EA.bo.numeric5 unique values
0 missing
CIC0numeric12 unique values
0 missing
TPCnumeric11 unique values
0 missing
Eig02_EA.dm.numeric5 unique values
0 missing
CIC1numeric12 unique values
0 missing
UNIPnumeric10 unique values
0 missing
Eig02_EA.ed.numeric7 unique values
0 missing
CIDnumeric11 unique values
0 missing
VARnumeric10 unique values
0 missing
Eig02_EA.ri.numeric6 unique values
0 missing
CSInumeric11 unique values
0 missing
VvdwMGnumeric12 unique values
0 missing
Eig03_AEA.bo.numeric10 unique values
0 missing
DELSnumeric12 unique values
0 missing
VvdwZAZnumeric12 unique values
0 missing
Eig03_AEA.dm.numeric10 unique values
0 missing
ECCnumeric10 unique values
0 missing
Vxnumeric12 unique values
0 missing
Eig03_AEA.ed.numeric8 unique values
0 missing
Eig05_AEA.bo.numeric12 unique values
0 missing
Wapnumeric11 unique values
0 missing
Eig03_AEA.ri.numeric12 unique values
0 missing
Eig05_AEA.ri.numeric12 unique values
0 missing
X0numeric11 unique values
0 missing
Eig03_EAnumeric10 unique values
0 missing
Eig05_EAnumeric11 unique values
0 missing
X0solnumeric11 unique values
0 missing
Eig03_EA.bo.numeric11 unique values
0 missing
Eig05_EA.bo.numeric12 unique values
0 missing
X0vnumeric12 unique values
0 missing
Eig05_EA.ri.numeric12 unique values
0 missing
X1numeric11 unique values
0 missing
Eig06_AEA.bo.numeric12 unique values
0 missing
X1Kupnumeric12 unique values
0 missing
Eig06_AEA.dm.numeric10 unique values
0 missing
X1Madnumeric11 unique values
0 missing
Eig06_AEA.ed.numeric11 unique values
0 missing
X1MulPernumeric12 unique values
0 missing
Eig06_AEA.ri.numeric12 unique values
0 missing
X1Pernumeric12 unique values
0 missing
Eig06_EAnumeric11 unique values
0 missing
X1solnumeric11 unique values
0 missing
Eig06_EA.bo.numeric12 unique values
0 missing
X1vnumeric12 unique values
0 missing
Eig06_EA.ed.numeric11 unique values
0 missing
X2numeric11 unique values
0 missing
Eig06_EA.ri.numeric12 unique values
0 missing
X2solnumeric11 unique values
0 missing
Eig07_AEA.bo.numeric12 unique values
0 missing
X2vnumeric12 unique values
0 missing
Eig07_AEA.ed.numeric11 unique values
0 missing
X3numeric11 unique values
0 missing
Eig07_AEA.ri.numeric12 unique values
0 missing
X3solnumeric11 unique values
0 missing
Eig07_EAnumeric11 unique values
0 missing
X3vnumeric12 unique values
0 missing
Eig07_EA.bo.numeric12 unique values
0 missing
X4numeric11 unique values
0 missing
Eig07_EA.ed.numeric11 unique values
0 missing
X4solnumeric11 unique values
0 missing
Eig07_EA.ri.numeric12 unique values
0 missing
X4vnumeric12 unique values
0 missing
Eig08_AEA.bo.numeric12 unique values
0 missing
X5numeric11 unique values
0 missing
Eig08_AEA.dm.numeric12 unique values
0 missing
X5solnumeric11 unique values
0 missing
Eig08_AEA.ed.numeric11 unique values
0 missing
X5vnumeric12 unique values
0 missing
Eig08_AEA.ri.numeric12 unique values
0 missing
Xtnumeric11 unique values
0 missing
Eig08_EAnumeric11 unique values
0 missing
Xunumeric11 unique values
0 missing
Eig08_EA.bo.numeric12 unique values
0 missing
ZM1numeric10 unique values
0 missing
Eig08_EA.ed.numeric11 unique values
0 missing
ZM1Kupnumeric12 unique values
0 missing
Eig08_EA.ri.numeric12 unique values
0 missing
ZM1Madnumeric11 unique values
0 missing
Eig09_AEA.bo.numeric11 unique values
0 missing
ZM1MulPernumeric12 unique values
0 missing
Eig09_AEA.dm.numeric12 unique values
0 missing
ZM1Pernumeric12 unique values
0 missing
Eig09_AEA.ed.numeric9 unique values
0 missing
ZM1Vnumeric12 unique values
0 missing
Eig09_AEA.ri.numeric9 unique values
0 missing
ZM2numeric11 unique values
0 missing
Eig09_EAnumeric8 unique values
0 missing
ZM2Kupnumeric12 unique values
0 missing
Eig09_EA.bo.numeric9 unique values
0 missing
ZM2MulPernumeric12 unique values
0 missing
Eig09_EA.ed.numeric11 unique values
0 missing
ZM2Pernumeric12 unique values
0 missing
Eig09_EA.ri.numeric10 unique values
0 missing
ZM2Vnumeric11 unique values
0 missing
Eig10_AEA.bo.numeric10 unique values
0 missing
Eig10_AEA.dm.numeric12 unique values
0 missing
Eig10_AEA.ed.numeric9 unique values
0 missing
Eig11_AEA.dm.numeric11 unique values
0 missing
Eig10_AEA.ri.numeric5 unique values
0 missing
Eig14_AEA.ri.numeric8 unique values
0 missing
Eig10_EA.ed.numeric10 unique values
0 missing
GATS7inumeric12 unique values
0 missing
Eig11_AEA.bo.numeric11 unique values
0 missing
ATSC7mnumeric12 unique values
0 missing
Eig11_EA.bo.numeric8 unique values
0 missing
AMWnumeric12 unique values
0 missing
Eig12_AEA.bo.numeric7 unique values
0 missing
C.numeric11 unique values
0 missing
Eig12_AEA.dm.numeric9 unique values
0 missing
Eig10_EAnumeric7 unique values
0 missing
Eig13_EA.bo.numeric11 unique values
0 missing
Eig10_EA.bo.numeric8 unique values
0 missing
Eig13_EA.ri.numeric8 unique values
0 missing
Eig10_EA.ri.numeric9 unique values
0 missing
Eig14_AEA.bo.numeric6 unique values
0 missing
Eig11_EA.ed.numeric7 unique values
0 missing
Eig14_EAnumeric7 unique values
0 missing
Eig11_EA.ri.numeric8 unique values
0 missing
Eig14_EA.bo.numeric12 unique values
0 missing
Eta_betaS_Anumeric9 unique values
0 missing
Eig14_EA.ed.numeric7 unique values
0 missing
Eta_epsi_Anumeric12 unique values
0 missing
Eig15_AEA.ed.numeric9 unique values
0 missing
H.numeric12 unique values
0 missing
Eta_alphanumeric11 unique values
0 missing
MATS3mnumeric12 unique values
0 missing
Eta_betaSnumeric10 unique values
0 missing
MATS3snumeric12 unique values
0 missing
Eta_Cnumeric12 unique values
0 missing
MATS4enumeric12 unique values
0 missing
Eta_C_Anumeric11 unique values
0 missing
MATS4snumeric11 unique values
0 missing
Eta_Fnumeric12 unique values
0 missing
Menumeric11 unique values
0 missing
Eta_Lnumeric12 unique values
0 missing
O.numeric12 unique values
0 missing
GATS4pnumeric11 unique values
0 missing
Psi_e_Anumeric12 unique values
0 missing
GATS4snumeric12 unique values
0 missing
Psi_i_Anumeric12 unique values
0 missing
GATS8enumeric12 unique values
0 missing
P_VSA_m_2numeric12 unique values
0 missing
GGI1numeric7 unique values
0 missing
P_VSA_MR_1numeric10 unique values
0 missing
GGI10numeric7 unique values
0 missing
P_VSA_MR_5numeric10 unique values
0 missing
GGI7numeric8 unique values
0 missing
P_VSA_s_4numeric5 unique values
0 missing
GGI8numeric7 unique values
0 missing
PW4numeric11 unique values
0 missing
GGI9numeric7 unique values
0 missing
SM04_AEA.dm.numeric7 unique values
0 missing
GMTInumeric11 unique values
0 missing
SM06_AEA.ri.numeric7 unique values
0 missing
HDcpxnumeric10 unique values
0 missing
SpDiam_AEA.ed.numeric11 unique values
0 missing
IC0numeric12 unique values
0 missing
SpMin4_Bh.m.numeric11 unique values
0 missing
IDDEnumeric11 unique values
0 missing
ATS4mnumeric12 unique values
0 missing
IDDMnumeric11 unique values
0 missing
ATSC1mnumeric12 unique values
0 missing
IDETnumeric11 unique values
0 missing
Dznumeric11 unique values
0 missing
IDMnumeric11 unique values
0 missing
Eig05_EA.ed.numeric11 unique values
0 missing
IDMTnumeric11 unique values
0 missing
Eig14_AEA.ed.numeric8 unique values
0 missing
ISIZnumeric11 unique values
0 missing
IACnumeric12 unique values
0 missing
IVDMnumeric11 unique values
0 missing
MDDDnumeric11 unique values
0 missing
JGI9numeric7 unique values
0 missing
MWC05numeric11 unique values
0 missing
LPRSnumeric11 unique values
0 missing
SM14_AEA.dm.numeric11 unique values
0 missing
MATS5vnumeric12 unique values
0 missing
TIC0numeric12 unique values
0 missing
MATS8enumeric12 unique values
0 missing
CIC2numeric12 unique values
0 missing
MPC01numeric10 unique values
0 missing
Eig07_AEA.dm.numeric12 unique values
0 missing
MPC02numeric11 unique values
0 missing
Eta_betanumeric12 unique values
0 missing
MPC03numeric11 unique values
0 missing
IC4numeric12 unique values
0 missing
MPC04numeric10 unique values
0 missing
IC5numeric12 unique values
0 missing
MPC05numeric11 unique values
0 missing
ICRnumeric11 unique values
0 missing
MPC06numeric11 unique values
0 missing
Minumeric9 unique values
0 missing
MPC07numeric11 unique values
0 missing
MPC09numeric9 unique values
0 missing
MPC08numeric11 unique values
0 missing
piPC02numeric11 unique values
0 missing
MPC10numeric9 unique values
0 missing
piPC03numeric10 unique values
0 missing
MWC01numeric10 unique values
0 missing
piPC05numeric11 unique values
0 missing
MWC02numeric10 unique values
0 missing
piPC08numeric11 unique values
0 missing
MWC03numeric11 unique values
0 missing
piPC09numeric10 unique values
0 missing
MWC04numeric11 unique values
0 missing
P_VSA_MR_2numeric10 unique values
0 missing
nATnumeric11 unique values
0 missing
SM02_EA.bo.numeric11 unique values
0 missing
nBOnumeric10 unique values
0 missing
SM03_AEA.bo.numeric12 unique values
0 missing
nBTnumeric11 unique values
0 missing
SpDiam_AEA.bo.numeric11 unique values
0 missing
nCnumeric9 unique values
0 missing
SpDiam_EA.ri.numeric12 unique values
0 missing
nCsp3numeric10 unique values
0 missing
SpMax2_Bh.e.numeric12 unique values
0 missing
nHnumeric10 unique values
0 missing
SpMax2_Bh.i.numeric12 unique values
0 missing
nSKnumeric10 unique values
0 missing
SpMax2_Bh.v.numeric12 unique values
0 missing
ON0Vnumeric12 unique values
0 missing
SpMax3_Bh.i.numeric11 unique values
0 missing
ON1numeric11 unique values
0 missing
SIC5numeric10 unique values
0 missing
ON1Vnumeric12 unique values
0 missing
AECCnumeric11 unique values
0 missing
piIDnumeric12 unique values
0 missing
ALOGPnumeric12 unique values
0 missing
piPC01numeric10 unique values
0 missing
ALOGP2numeric12 unique values
0 missing
piPC04numeric11 unique values
0 missing
ARRnumeric3 unique values
0 missing
piPC06numeric12 unique values
0 missing
ATS1snumeric12 unique values
0 missing
piPC07numeric11 unique values
0 missing
ATS3snumeric12 unique values
0 missing
piPC10numeric9 unique values
0 missing
ATS4snumeric11 unique values
0 missing
Polnumeric11 unique values
0 missing
ATS8mnumeric12 unique values
0 missing
Psi_e_0numeric12 unique values
0 missing
ATSC1enumeric12 unique values
0 missing
Psi_e_1numeric11 unique values
0 missing
ATSC1snumeric12 unique values
0 missing
Psi_i_0numeric12 unique values
0 missing
ATSC2enumeric12 unique values
0 missing
Psi_i_1numeric12 unique values
0 missing
ATSC3enumeric12 unique values
0 missing
Psi_i_snumeric12 unique values
0 missing
ATSC3snumeric12 unique values
0 missing
P_VSA_e_1numeric11 unique values
0 missing
ATSC4enumeric12 unique values
0 missing
P_VSA_e_2numeric12 unique values
0 missing
ATSC4snumeric12 unique values
0 missing
P_VSA_i_2numeric12 unique values
0 missing
ATSC5enumeric12 unique values
0 missing
P_VSA_LogP_7numeric10 unique values
0 missing
ATSC5snumeric12 unique values
0 missing
P_VSA_m_1numeric10 unique values
0 missing
ATSC6enumeric12 unique values
0 missing
P_VSA_p_1numeric10 unique values
0 missing
ATSC6snumeric12 unique values
0 missing
P_VSA_p_3numeric12 unique values
0 missing
ATSC8mnumeric12 unique values
0 missing
P_VSA_s_2numeric10 unique values
0 missing
ATSC8snumeric12 unique values
0 missing
P_VSA_v_1numeric10 unique values
0 missing
BACnumeric11 unique values
0 missing
P_VSA_v_3numeric12 unique values
0 missing
BIC1numeric12 unique values
0 missing
RDCHInumeric11 unique values
0 missing
BIC2numeric12 unique values
0 missing
RDSQnumeric11 unique values
0 missing
BIC3numeric11 unique values
0 missing
S0Knumeric12 unique values
0 missing
BIC4numeric11 unique values
0 missing
SCBOnumeric10 unique values
0 missing
BIC5numeric10 unique values
0 missing
Senumeric12 unique values
0 missing
BLInumeric12 unique values
0 missing
Sinumeric12 unique values
0 missing
BLTA96numeric11 unique values
0 missing
SIC0numeric11 unique values
0 missing
BLTD48numeric11 unique values
0 missing
SM02_AEA.bo.numeric10 unique values
0 missing
BLTF96numeric11 unique values
0 missing
SM02_AEA.dm.numeric11 unique values
0 missing
C.001numeric3 unique values
0 missing
SM02_AEA.ri.numeric11 unique values
0 missing
C.002numeric6 unique values
0 missing
SM02_EAnumeric11 unique values
0 missing
C.003numeric2 unique values
0 missing
SM02_EA.ri.numeric12 unique values
0 missing
C.004numeric2 unique values
0 missing
SM03_AEA.dm.numeric8 unique values
0 missing
C.005numeric2 unique values
0 missing
SM03_AEA.ri.numeric11 unique values
0 missing
C.006numeric4 unique values
0 missing
SM04_AEA.ri.numeric11 unique values
0 missing
C.008numeric3 unique values
0 missing
SM05_AEA.ri.numeric10 unique values
0 missing
C.011numeric2 unique values
0 missing
SM08_AEA.dm.numeric7 unique values
0 missing
C.024numeric2 unique values
0 missing
SM09_AEA.ri.numeric7 unique values
0 missing
C.025numeric2 unique values
0 missing
SM13_AEA.bo.numeric11 unique values
0 missing
C.034numeric2 unique values
0 missing
SM14_AEA.bo.numeric11 unique values
0 missing
C.038numeric2 unique values
0 missing
SM15_AEA.bo.numeric11 unique values
0 missing
C.040numeric3 unique values
0 missing
SM15_AEA.dm.numeric11 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
12
Number of instances (rows) of the dataset.
NumberOfFeatures
626
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
625
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
52.17
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
1.35
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
0.11
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.03
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
52.27
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
-0.05
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.44
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.8
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
12
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.56
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxMeansOfNumericAtts
9701.6
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
2.98
Third quartile of kurtosis among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.84
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
6.78
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.91
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.16
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
3.46
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
0.9
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
12784.77
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.16
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.68
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
0.87
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
1.99
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
61.15
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.86
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.27
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.39
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-CHEMBL4695
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4695
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4695
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4695
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4695
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4695
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4695
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4695
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4695
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4695
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4695
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4695
0 runs - estimation_procedure: 50 times Clustering
Define a new task