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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1944490

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1944490

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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: CHEMBL1944490 (TID: 104440), and it has 30 rows and 471 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.

473 features

pXC50 (target)numeric26 unique values
0 missing
molecule_id (row identifier)nominal30 unique values
0 missing
ICRnumeric11 unique values
0 missing
AACnumeric9 unique values
0 missing
AECCnumeric13 unique values
0 missing
ALOGPnumeric15 unique values
0 missing
ALOGP2numeric15 unique values
0 missing
AMRnumeric15 unique values
0 missing
AMWnumeric14 unique values
0 missing
ARRnumeric5 unique values
0 missing
ATS1enumeric14 unique values
0 missing
ATS1inumeric14 unique values
0 missing
ATS1mnumeric13 unique values
0 missing
ATS1pnumeric14 unique values
0 missing
ATS1snumeric16 unique values
0 missing
ATS1vnumeric14 unique values
0 missing
ATS2enumeric15 unique values
0 missing
ATS2inumeric13 unique values
0 missing
ATS2mnumeric16 unique values
0 missing
ATS2pnumeric15 unique values
0 missing
ATS2snumeric15 unique values
0 missing
ATS2vnumeric16 unique values
0 missing
ATS3enumeric16 unique values
0 missing
ATS3inumeric16 unique values
0 missing
ATS3mnumeric16 unique values
0 missing
ATS3pnumeric16 unique values
0 missing
ATS3snumeric17 unique values
0 missing
ATS3vnumeric16 unique values
0 missing
ATS4enumeric16 unique values
0 missing
ATS4inumeric14 unique values
0 missing
ATS4mnumeric17 unique values
0 missing
ATS4pnumeric17 unique values
0 missing
ATS4snumeric16 unique values
0 missing
ATS4vnumeric17 unique values
0 missing
ATS5enumeric15 unique values
0 missing
ATS5inumeric17 unique values
0 missing
ATS5mnumeric16 unique values
0 missing
ATS5pnumeric17 unique values
0 missing
ATS5snumeric17 unique values
0 missing
ATS5vnumeric17 unique values
0 missing
ATS6enumeric17 unique values
0 missing
ATS6inumeric17 unique values
0 missing
ATS6mnumeric17 unique values
0 missing
ATS6pnumeric17 unique values
0 missing
ATS6snumeric17 unique values
0 missing
ATS6vnumeric17 unique values
0 missing
ATS7enumeric16 unique values
0 missing
ATS7inumeric16 unique values
0 missing
ATS7mnumeric17 unique values
0 missing
ATS7pnumeric17 unique values
0 missing
ATS7snumeric17 unique values
0 missing
ATS7vnumeric17 unique values
0 missing
ATS8enumeric17 unique values
0 missing
ATS8inumeric17 unique values
0 missing
ATS8mnumeric17 unique values
0 missing
ATS8pnumeric16 unique values
0 missing
ATS8snumeric17 unique values
0 missing
ATS8vnumeric16 unique values
0 missing
ATSC1enumeric14 unique values
0 missing
ATSC1inumeric14 unique values
0 missing
ATSC1mnumeric14 unique values
0 missing
ATSC1pnumeric14 unique values
0 missing
ATSC1snumeric16 unique values
0 missing
ATSC1vnumeric14 unique values
0 missing
ATSC2enumeric16 unique values
0 missing
ATSC2inumeric15 unique values
0 missing
ATSC2mnumeric16 unique values
0 missing
ATSC2pnumeric15 unique values
0 missing
ATSC2snumeric16 unique values
0 missing
ATSC2vnumeric16 unique values
0 missing
ATSC3enumeric16 unique values
0 missing
ATSC3inumeric16 unique values
0 missing
ATSC3mnumeric16 unique values
0 missing
ATSC3pnumeric16 unique values
0 missing
ATSC3snumeric17 unique values
0 missing
ATSC3vnumeric16 unique values
0 missing
ATSC4enumeric17 unique values
0 missing
ATSC4inumeric16 unique values
0 missing
ATSC4mnumeric17 unique values
0 missing
ATSC4pnumeric17 unique values
0 missing
ATSC4snumeric17 unique values
0 missing
ATSC4vnumeric17 unique values
0 missing
ATSC5enumeric16 unique values
0 missing
ATSC5inumeric17 unique values
0 missing
ATSC5mnumeric17 unique values
0 missing
ATSC5pnumeric16 unique values
0 missing
ATSC5snumeric17 unique values
0 missing
ATSC5vnumeric17 unique values
0 missing
ATSC6enumeric17 unique values
0 missing
ATSC6inumeric17 unique values
0 missing
ATSC6mnumeric17 unique values
0 missing
ATSC6pnumeric17 unique values
0 missing
ATSC6snumeric17 unique values
0 missing
ATSC6vnumeric17 unique values
0 missing
ATSC7enumeric17 unique values
0 missing
ATSC7inumeric17 unique values
0 missing
ATSC7mnumeric17 unique values
0 missing
ATSC7pnumeric17 unique values
0 missing
ATSC7snumeric17 unique values
0 missing
ATSC7vnumeric17 unique values
0 missing
ATSC8enumeric17 unique values
0 missing
ATSC8inumeric16 unique values
0 missing
ATSC8mnumeric17 unique values
0 missing
ATSC8pnumeric17 unique values
0 missing
ATSC8snumeric17 unique values
0 missing
ATSC8vnumeric17 unique values
0 missing
BACnumeric9 unique values
0 missing
BBInumeric6 unique values
0 missing
BIC0numeric9 unique values
0 missing
BIC1numeric10 unique values
0 missing
BIC2numeric9 unique values
0 missing
BIC3numeric7 unique values
0 missing
BIC4numeric5 unique values
0 missing
BIC5numeric5 unique values
0 missing
BIDnumeric7 unique values
0 missing
BLInumeric15 unique values
0 missing
BLTA96numeric13 unique values
0 missing
BLTD48numeric13 unique values
0 missing
BLTF96numeric13 unique values
0 missing
Br.094numeric2 unique values
0 missing
C.numeric4 unique values
0 missing
C.001numeric2 unique values
0 missing
C.005numeric2 unique values
0 missing
C.006numeric2 unique values
0 missing
C.024numeric2 unique values
0 missing
C.026numeric2 unique values
0 missing
C.040numeric2 unique values
0 missing
CATS2D_01_LLnumeric2 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
CATS2D_02_LLnumeric4 unique values
0 missing
CATS2D_03_ALnumeric3 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
CATS2D_03_DLnumeric3 unique values
0 missing
CATS2D_03_LLnumeric3 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
CATS2D_04_ALnumeric5 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
CATS2D_05_ALnumeric5 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
CATS2D_05_LLnumeric2 unique values
0 missing
CATS2D_06_ALnumeric5 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
CATS2D_06_LLnumeric3 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
CATS2D_07_ALnumeric3 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
CATS2D_07_LLnumeric3 unique values
0 missing
CATS2D_08_ALnumeric2 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
CATS2D_08_LLnumeric4 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
CATS2D_09_LLnumeric3 unique values
0 missing
CENTnumeric12 unique values
0 missing
Chi0_AEA.bo.numeric9 unique values
0 missing
Chi0_AEA.dm.numeric9 unique values
0 missing
Chi0_AEA.ed.numeric9 unique values
0 missing
Chi0_AEA.ri.numeric9 unique values
0 missing
Chi0_EAnumeric9 unique values
0 missing
Chi0_EA.bo.numeric11 unique values
0 missing
Chi0_EA.dm.numeric16 unique values
0 missing
Chi0_EA.ed.numeric13 unique values
0 missing
Chi0_EA.ri.numeric16 unique values
0 missing
Chi1_AEA.bo.numeric11 unique values
0 missing
Chi1_AEA.dm.numeric11 unique values
0 missing
Chi1_AEA.ed.numeric11 unique values
0 missing
Chi1_AEA.ri.numeric11 unique values
0 missing
Chi1_EAnumeric11 unique values
0 missing
Chi1_EA.bo.numeric11 unique values
0 missing
Chi1_EA.dm.numeric17 unique values
0 missing
Chi1_EA.ed.numeric13 unique values
0 missing
Chi1_EA.ri.numeric17 unique values
0 missing
CIC0numeric9 unique values
0 missing
CIC1numeric10 unique values
0 missing
CIC2numeric10 unique values
0 missing
CIC3numeric8 unique values
0 missing
CIC4numeric6 unique values
0 missing
CIC5numeric6 unique values
0 missing
CIDnumeric9 unique values
0 missing
Cl.089numeric3 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CSInumeric13 unique values
0 missing
DBInumeric7 unique values
0 missing
D.Dtr06numeric11 unique values
0 missing
D.Dtr10numeric11 unique values
0 missing
DECCnumeric13 unique values
0 missing
DELSnumeric17 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
DLS_04numeric2 unique values
0 missing
DLS_05numeric2 unique values
0 missing
DLS_consnumeric3 unique values
0 missing
Dznumeric14 unique values
0 missing
ECCnumeric13 unique values
0 missing
Eig01_AEA.bo.numeric6 unique values
0 missing
Eig01_AEA.dm.numeric4 unique values
0 missing
Eig01_AEA.ed.numeric4 unique values
0 missing
Eig01_AEA.ri.numeric6 unique values
0 missing
Eig01_EAnumeric7 unique values
0 missing
Eig01_EA.bo.numeric4 unique values
0 missing
Eig01_EA.dm.numeric3 unique values
0 missing
Eig01_EA.ed.numeric6 unique values
0 missing
Eig01_EA.ri.numeric6 unique values
0 missing
Eig02_AEA.bo.numeric5 unique values
0 missing
Eig02_AEA.dm.numeric12 unique values
0 missing
Eig02_AEA.ed.numeric5 unique values
0 missing
Eig02_AEA.ri.numeric12 unique values
0 missing
Eig02_EAnumeric10 unique values
0 missing
Eig02_EA.bo.numeric5 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
Eig02_EA.ed.numeric9 unique values
0 missing
Eig02_EA.ri.numeric8 unique values
0 missing
Eig03_AEA.bo.numeric12 unique values
0 missing
Eig03_AEA.dm.numeric10 unique values
0 missing
Eig03_AEA.ed.numeric13 unique values
0 missing
Eig03_AEA.ri.numeric16 unique values
0 missing
Eig03_EAnumeric10 unique values
0 missing
Eig03_EA.bo.numeric12 unique values
0 missing
Eig03_EA.dm.numeric4 unique values
0 missing
Eig03_EA.ed.numeric13 unique values
0 missing
Eig03_EA.ri.numeric17 unique values
0 missing
Eig04_AEA.bo.numeric13 unique values
0 missing
Eig04_AEA.dm.numeric15 unique values
0 missing
Eig04_AEA.ed.numeric13 unique values
0 missing
Eig04_AEA.ri.numeric17 unique values
0 missing
Eig04_EAnumeric13 unique values
0 missing
Eig04_EA.bo.numeric12 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
Eig04_EA.ed.numeric13 unique values
0 missing
Eig04_EA.ri.numeric17 unique values
0 missing
Eig05_AEA.bo.numeric11 unique values
0 missing
Eig05_AEA.dm.numeric15 unique values
0 missing
Eig05_AEA.ed.numeric13 unique values
0 missing
Eig05_AEA.ri.numeric17 unique values
0 missing
Eig05_EAnumeric13 unique values
0 missing
Eig05_EA.bo.numeric13 unique values
0 missing
Eig05_EA.ed.numeric12 unique values
0 missing
Eig05_EA.ri.numeric16 unique values
0 missing
Eig06_AEA.bo.numeric12 unique values
0 missing
Eig06_AEA.dm.numeric14 unique values
0 missing
Eig06_AEA.ed.numeric12 unique values
0 missing
Eig06_AEA.ri.numeric11 unique values
0 missing
Eig06_EAnumeric11 unique values
0 missing
Eig06_EA.bo.numeric13 unique values
0 missing
Eig06_EA.ed.numeric13 unique values
0 missing
Eig06_EA.ri.numeric12 unique values
0 missing
Eig07_AEA.bo.numeric13 unique values
0 missing
Eig07_AEA.dm.numeric14 unique values
0 missing
Eig07_AEA.ed.numeric12 unique values
0 missing
Eig07_AEA.ri.numeric15 unique values
0 missing
Eig07_EAnumeric13 unique values
0 missing
Eig07_EA.bo.numeric13 unique values
0 missing
Eig07_EA.ed.numeric13 unique values
0 missing
Eig07_EA.ri.numeric16 unique values
0 missing
Eig08_AEA.bo.numeric12 unique values
0 missing
Eig08_AEA.dm.numeric17 unique values
0 missing
Eig08_AEA.ed.numeric12 unique values
0 missing
Eig08_AEA.ri.numeric16 unique values
0 missing
Eig08_EAnumeric12 unique values
0 missing
Eig08_EA.bo.numeric12 unique values
0 missing
Eig08_EA.ed.numeric12 unique values
0 missing
Eig08_EA.ri.numeric15 unique values
0 missing
Eig09_AEA.bo.numeric8 unique values
0 missing
Eig09_AEA.dm.numeric17 unique values
0 missing
Eig09_AEA.ed.numeric12 unique values
0 missing
Eig09_AEA.ri.numeric16 unique values
0 missing
Eig09_EAnumeric13 unique values
0 missing
Eig09_EA.bo.numeric13 unique values
0 missing
Eig09_EA.ed.numeric13 unique values
0 missing
Eig09_EA.ri.numeric17 unique values
0 missing
Eig10_AEA.bo.numeric9 unique values
0 missing
Eig10_AEA.dm.numeric17 unique values
0 missing
Eig10_AEA.ed.numeric13 unique values
0 missing
Eig10_AEA.ri.numeric17 unique values
0 missing
Eig10_EAnumeric13 unique values
0 missing
Eig10_EA.bo.numeric12 unique values
0 missing
Eig10_EA.ed.numeric11 unique values
0 missing
Eig10_EA.ri.numeric17 unique values
0 missing
Eig11_AEA.bo.numeric12 unique values
0 missing
Eig11_AEA.dm.numeric17 unique values
0 missing
Eig11_AEA.ed.numeric11 unique values
0 missing
Eig11_AEA.ri.numeric14 unique values
0 missing
Eig11_EAnumeric11 unique values
0 missing
Eig11_EA.bo.numeric9 unique values
0 missing
Eig11_EA.ed.numeric11 unique values
0 missing
Eig11_EA.ri.numeric17 unique values
0 missing
Eig12_AEA.bo.numeric13 unique values
0 missing
Eig12_AEA.dm.numeric13 unique values
0 missing
Eig12_AEA.ed.numeric5 unique values
0 missing
Eig12_AEA.ri.numeric5 unique values
0 missing
Eig12_EAnumeric5 unique values
0 missing
Eig12_EA.bo.numeric10 unique values
0 missing
Eig12_EA.ed.numeric10 unique values
0 missing
Eig12_EA.ri.numeric12 unique values
0 missing
Eig13_AEA.bo.numeric9 unique values
0 missing
Eig13_AEA.dm.numeric9 unique values
0 missing
Eig13_AEA.ed.numeric6 unique values
0 missing
Eig13_AEA.ri.numeric12 unique values
0 missing
Eig13_EAnumeric5 unique values
0 missing
Eig13_EA.bo.numeric13 unique values
0 missing
Eig13_EA.ed.numeric7 unique values
0 missing
Eig13_EA.ri.numeric6 unique values
0 missing
Eig14_AEA.bo.numeric13 unique values
0 missing
Eig14_AEA.dm.numeric8 unique values
0 missing
Eig14_AEA.ed.numeric12 unique values
0 missing
Eig14_AEA.ri.numeric17 unique values
0 missing
Eig14_EAnumeric13 unique values
0 missing
Eig14_EA.bo.numeric12 unique values
0 missing
Eig14_EA.ed.numeric12 unique values
0 missing
Eig14_EA.ri.numeric14 unique values
0 missing
Eig15_AEA.bo.numeric10 unique values
0 missing
Eig15_AEA.dm.numeric15 unique values
0 missing
Eig15_AEA.ed.numeric13 unique values
0 missing
Eig15_AEA.ri.numeric17 unique values
0 missing
Eig15_EAnumeric13 unique values
0 missing
Eig15_EA.bo.numeric10 unique values
0 missing
Eig15_EA.ed.numeric13 unique values
0 missing
Eig15_EA.ri.numeric15 unique values
0 missing
Eta_alphanumeric14 unique values
0 missing
Eta_alpha_Anumeric14 unique values
0 missing
Eta_Bnumeric7 unique values
0 missing
Eta_B_Anumeric8 unique values
0 missing
Eta_betanumeric9 unique values
0 missing
Eta_beta_Anumeric8 unique values
0 missing
Eta_betaPnumeric3 unique values
0 missing
Eta_betaP_Anumeric7 unique values
0 missing
Eta_betaSnumeric7 unique values
0 missing
Eta_betaS_Anumeric7 unique values
0 missing
Eta_Cnumeric17 unique values
0 missing
Eta_C_Anumeric16 unique values
0 missing
Eta_epsinumeric14 unique values
0 missing
Eta_epsi_Anumeric13 unique values
0 missing
Eta_Fnumeric17 unique values
0 missing
Eta_F_Anumeric17 unique values
0 missing
Eta_FLnumeric16 unique values
0 missing
Eta_FL_Anumeric13 unique values
0 missing
Eta_Lnumeric16 unique values
0 missing
Eta_L_Anumeric10 unique values
0 missing
Eta_sh_pnumeric14 unique values
0 missing
Eta_sh_xnumeric13 unique values
0 missing
Eta_sh_ynumeric14 unique values
0 missing
F.084numeric2 unique values
0 missing
GATS1enumeric14 unique values
0 missing
GATS1inumeric14 unique values
0 missing
GATS1mnumeric14 unique values
0 missing
GATS1pnumeric14 unique values
0 missing
GATS1snumeric15 unique values
0 missing
GATS1vnumeric13 unique values
0 missing
GATS2enumeric15 unique values
0 missing
GATS2inumeric14 unique values
0 missing
GATS2mnumeric16 unique values
0 missing
GATS2pnumeric16 unique values
0 missing
GATS2snumeric16 unique values
0 missing
GATS2vnumeric14 unique values
0 missing
GATS3enumeric15 unique values
0 missing
GATS3inumeric16 unique values
0 missing
GATS3mnumeric15 unique values
0 missing
GATS3pnumeric15 unique values
0 missing
GATS3snumeric15 unique values
0 missing
GATS3vnumeric13 unique values
0 missing
GATS4enumeric17 unique values
0 missing
GATS4inumeric16 unique values
0 missing
GATS4mnumeric17 unique values
0 missing
GATS4pnumeric14 unique values
0 missing
GATS4snumeric16 unique values
0 missing
GATS4vnumeric14 unique values
0 missing
GATS5enumeric17 unique values
0 missing
GATS5inumeric17 unique values
0 missing
GATS5mnumeric17 unique values
0 missing
GATS5pnumeric17 unique values
0 missing
GATS5snumeric17 unique values
0 missing
GATS5vnumeric17 unique values
0 missing
GATS6enumeric17 unique values
0 missing
GATS6inumeric16 unique values
0 missing
GATS6mnumeric17 unique values
0 missing
GATS6pnumeric17 unique values
0 missing
GATS6snumeric17 unique values
0 missing
GATS6vnumeric16 unique values
0 missing
GATS7enumeric17 unique values
0 missing
GATS7inumeric17 unique values
0 missing
GATS7mnumeric14 unique values
0 missing
GATS7pnumeric17 unique values
0 missing
GATS7snumeric17 unique values
0 missing
GATS7vnumeric16 unique values
0 missing
GATS8enumeric17 unique values
0 missing
GATS8inumeric16 unique values
0 missing
GATS8mnumeric17 unique values
0 missing
GATS8pnumeric17 unique values
0 missing
GATS8snumeric17 unique values
0 missing
GATS8vnumeric17 unique values
0 missing
GGI1numeric3 unique values
0 missing
GGI10numeric4 unique values
0 missing
GGI2numeric4 unique values
0 missing
GGI3numeric5 unique values
0 missing
GGI4numeric7 unique values
0 missing
GGI5numeric6 unique values
0 missing
GGI6numeric12 unique values
0 missing
GGI7numeric10 unique values
0 missing
GGI8numeric8 unique values
0 missing
GGI9numeric8 unique values
0 missing
GMTInumeric13 unique values
0 missing
GMTIVnumeric12 unique values
0 missing
GNarnumeric7 unique values
0 missing
H.numeric8 unique values
0 missing
H.047numeric7 unique values
0 missing
H.050numeric2 unique values
0 missing
H.051numeric2 unique values
0 missing
H.052numeric2 unique values
0 missing
HDcpxnumeric12 unique values
0 missing
HNarnumeric6 unique values
0 missing
HVcpxnumeric13 unique values
0 missing
Hynumeric9 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
IACnumeric9 unique values
0 missing
IC0numeric9 unique values
0 missing
IC1numeric10 unique values
0 missing
IC2numeric10 unique values
0 missing
IC3numeric8 unique values
0 missing
IC4numeric6 unique values
0 missing
IC5numeric6 unique values
0 missing
IDDEnumeric10 unique values
0 missing
IDDMnumeric12 unique values
0 missing
IDEnumeric13 unique values
0 missing
IDETnumeric13 unique values
0 missing
IDMnumeric13 unique values
0 missing
IDMTnumeric13 unique values
0 missing
Infective.50numeric2 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
ISIZnumeric5 unique values
0 missing
IVDEnumeric6 unique values
0 missing
IVDMnumeric7 unique values
0 missing
JGI1numeric7 unique values
0 missing
JGI10numeric4 unique values
0 missing
JGI2numeric9 unique values
0 missing
JGI3numeric9 unique values
0 missing
JGI4numeric10 unique values
0 missing
JGI5numeric11 unique values
0 missing
JGI6numeric9 unique values
0 missing
JGI7numeric8 unique values
0 missing
JGI8numeric11 unique values
0 missing
JGI9numeric8 unique values
0 missing
JGTnumeric12 unique values
0 missing
LLS_01numeric3 unique values
0 missing
LOCnumeric10 unique values
0 missing
LPRSnumeric13 unique values
0 missing
MATS1enumeric14 unique values
0 missing
MATS1inumeric14 unique values
0 missing
MATS1mnumeric14 unique values
0 missing
MATS1pnumeric12 unique values
0 missing
MATS1snumeric15 unique values
0 missing
MATS1vnumeric10 unique values
0 missing
MATS2enumeric15 unique values
0 missing
MATS2inumeric16 unique values
0 missing
MATS2mnumeric16 unique values
0 missing
MATS2pnumeric16 unique values
0 missing
MATS2snumeric16 unique values
0 missing
MATS2vnumeric16 unique values
0 missing
MATS3enumeric14 unique values
0 missing
MATS3inumeric14 unique values
0 missing
MATS3mnumeric16 unique values
0 missing
MATS3pnumeric14 unique values
0 missing
MATS3snumeric15 unique values
0 missing
MATS3vnumeric16 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
30
Number of instances (rows) of the dataset.
NumberOfFeatures
473
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
472
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
PercentageOfNumericFeatures
99.79
Percentage of numeric attributes.
PercentageOfSymbolicFeatures
0.21
Percentage of nominal attributes.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile1KurtosisOfNumericAtts
-0.57
First quartile of kurtosis among attributes of the numeric type.
Quartile1MeansOfNumericAtts
0.43
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.
Quartile1SkewnessOfNumericAtts
-0.18
First quartile of skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.06
First quartile of standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Quartile2KurtosisOfNumericAtts
0.18
Second quartile (Median) of kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.42
Second quartile (Median) of means among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
0.44
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.14
Second quartile (Median) of standard deviation of attributes of the numeric type.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
Quartile3KurtosisOfNumericAtts
1.43
Third quartile of kurtosis among attributes of the numeric type.
Quartile3MeansOfNumericAtts
4.11
Third quartile of means among attributes of the numeric type.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
Quartile3SkewnessOfNumericAtts
0.98
Third quartile of skewness among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.43
Third quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.11
Average class difference between consecutive instances.
MeanMeansOfNumericAtts
43.92
Mean of means among attributes of the numeric type.
ClassEntropy
Entropy of the target attribute values.
Dimensionality
15.77
Number of attributes divided by the number of instances.
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.
MajorityClassSize
Number of instances belonging to the most frequent class.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
30
Maximum kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
10098.73
Maximum of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MaxSkewnessOfNumericAtts
5.48
Maximum skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
1893.2
Maximum standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MeanKurtosisOfNumericAtts
1.28
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
MeanSkewnessOfNumericAtts
0.45
Mean skewness among attributes of the numeric type.
MeanStdDevOfNumericAtts
7.52
Mean standard deviation of attributes of the numeric type.
MinAttributeEntropy
Minimal entropy among attributes.
MinKurtosisOfNumericAtts
-2.13
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.16
Minimum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.45
Minimum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1944490
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1944490
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1944490
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1944490
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1944490
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1944490
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1944490
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1944490
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1944490
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1944490
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1944490
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1944490
0 runs - estimation_procedure: 50 times Clustering
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