Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5291

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5291

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL5291 (TID: 100942), and it has 10 rows and 492 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.

494 features

pXC50 (target)numeric10 unique values
0 missing
molecule_id (row identifier)nominal10 unique values
0 missing
D.Dtr03numeric8 unique values
0 missing
ATS1mnumeric9 unique values
0 missing
D.Dtr06numeric9 unique values
0 missing
ATS2mnumeric9 unique values
0 missing
DECCnumeric9 unique values
0 missing
ATS7mnumeric10 unique values
0 missing
DELSnumeric10 unique values
0 missing
ATS7pnumeric10 unique values
0 missing
DLS_01numeric2 unique values
0 missing
ATS8mnumeric10 unique values
0 missing
DLS_02numeric3 unique values
0 missing
ATS8pnumeric10 unique values
0 missing
DLS_03numeric3 unique values
0 missing
ATSC3mnumeric9 unique values
0 missing
DLS_04numeric4 unique values
0 missing
ATSC3vnumeric9 unique values
0 missing
DLS_05numeric2 unique values
0 missing
ATSC4mnumeric10 unique values
0 missing
DLS_06numeric3 unique values
0 missing
ATSC7pnumeric10 unique values
0 missing
DLS_07numeric2 unique values
0 missing
BIC2numeric9 unique values
0 missing
DLS_consnumeric6 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
Dznumeric9 unique values
0 missing
CATS2D_04_ALnumeric5 unique values
0 missing
ECCnumeric9 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
Eig01_AEA.ed.numeric6 unique values
0 missing
CATS2D_09_ALnumeric7 unique values
0 missing
Eig01_AEA.ri.numeric4 unique values
0 missing
CIC2numeric9 unique values
0 missing
Eig01_EAnumeric7 unique values
0 missing
CIC3numeric9 unique values
0 missing
Eig01_EA.dm.numeric3 unique values
0 missing
Eig01_AEA.bo.numeric9 unique values
0 missing
Eig01_EA.ed.numeric5 unique values
0 missing
Eig01_AEA.dm.numeric8 unique values
0 missing
Eig01_EA.ri.numeric3 unique values
0 missing
Eig01_EA.bo.numeric9 unique values
0 missing
Eig02_AEA.bo.numeric7 unique values
0 missing
GATS2pnumeric9 unique values
0 missing
Eig02_AEA.dm.numeric4 unique values
0 missing
GATS4enumeric10 unique values
0 missing
Eig02_AEA.ed.numeric5 unique values
0 missing
GATS4snumeric10 unique values
0 missing
Eig02_AEA.ri.numeric9 unique values
0 missing
GATS5snumeric10 unique values
0 missing
Eig02_EAnumeric8 unique values
0 missing
GATS7pnumeric10 unique values
0 missing
Eig02_EA.bo.numeric7 unique values
0 missing
JGI6numeric7 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
MATS1enumeric9 unique values
0 missing
Eig02_EA.ed.numeric8 unique values
0 missing
MATS3vnumeric8 unique values
0 missing
Eig02_EA.ri.numeric7 unique values
0 missing
MATS6pnumeric10 unique values
0 missing
Eig03_AEA.bo.numeric6 unique values
0 missing
MATS7mnumeric10 unique values
0 missing
Eig03_AEA.dm.numeric3 unique values
0 missing
MATS7pnumeric10 unique values
0 missing
Eig03_AEA.ed.numeric8 unique values
0 missing
MATS7vnumeric9 unique values
0 missing
Eig03_AEA.ri.numeric9 unique values
0 missing
MATS8enumeric10 unique values
0 missing
Eig03_EAnumeric9 unique values
0 missing
MATS8mnumeric10 unique values
0 missing
Eig03_EA.bo.numeric8 unique values
0 missing
MATS8snumeric10 unique values
0 missing
Eig03_EA.dm.numeric2 unique values
0 missing
MCDnumeric8 unique values
0 missing
Eig03_EA.ed.numeric8 unique values
0 missing
Minumeric9 unique values
0 missing
Eig03_EA.ri.numeric10 unique values
0 missing
MWnumeric9 unique values
0 missing
Eig04_AEA.bo.numeric8 unique values
0 missing
Psi_e_Anumeric9 unique values
0 missing
Eig04_AEA.dm.numeric7 unique values
0 missing
Psi_i_Anumeric9 unique values
0 missing
Eig04_AEA.ed.numeric9 unique values
0 missing
P_VSA_p_3numeric9 unique values
0 missing
Eig04_AEA.ri.numeric9 unique values
0 missing
P_VSA_v_3numeric9 unique values
0 missing
Eig04_EAnumeric9 unique values
0 missing
SdOnumeric10 unique values
0 missing
Eig04_EA.bo.numeric8 unique values
0 missing
SIC2numeric9 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
SM10_EA.bo.numeric9 unique values
0 missing
Eig04_EA.ed.numeric9 unique values
0 missing
SM11_AEA.ri.numeric9 unique values
0 missing
Eig04_EA.ri.numeric10 unique values
0 missing
SM11_EA.bo.numeric9 unique values
0 missing
Eig05_AEA.bo.numeric9 unique values
0 missing
SM12_EA.bo.numeric9 unique values
0 missing
Eig05_AEA.dm.numeric8 unique values
0 missing
SM13_EA.bo.numeric9 unique values
0 missing
Eig05_AEA.ed.numeric8 unique values
0 missing
SM14_EA.bo.numeric9 unique values
0 missing
Eig05_AEA.ri.numeric9 unique values
0 missing
SM15_EA.bo.numeric9 unique values
0 missing
Eig05_EAnumeric8 unique values
0 missing
SpDiam_AEA.bo.numeric9 unique values
0 missing
Eig05_EA.bo.numeric9 unique values
0 missing
SpDiam_AEA.dm.numeric8 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
SpDiam_EA.bo.numeric9 unique values
0 missing
Eig05_EA.ed.numeric9 unique values
0 missing
SpMAD_AEA.ed.numeric7 unique values
0 missing
Eig05_EA.ri.numeric9 unique values
0 missing
SpMax1_Bh.e.numeric9 unique values
0 missing
Eig06_AEA.bo.numeric7 unique values
0 missing
SpMax1_Bh.p.numeric9 unique values
0 missing
Eig06_AEA.dm.numeric7 unique values
0 missing
SpMax4_Bh.s.numeric6 unique values
0 missing
Eig06_AEA.ed.numeric9 unique values
0 missing
SpMax7_Bh.m.numeric8 unique values
0 missing
Eig06_AEA.ri.numeric10 unique values
0 missing
SpMax8_Bh.m.numeric8 unique values
0 missing
Eig06_EAnumeric8 unique values
0 missing
SpMax_AEA.bo.numeric9 unique values
0 missing
Eig06_EA.bo.numeric8 unique values
0 missing
SpMax_AEA.dm.numeric8 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
SpMax_EA.bo.numeric9 unique values
0 missing
Eig06_EA.ed.numeric9 unique values
0 missing
SpMin2_Bh.e.numeric9 unique values
0 missing
Eig06_EA.ri.numeric10 unique values
0 missing
SpMin2_Bh.i.numeric8 unique values
0 missing
Eig07_AEA.bo.numeric8 unique values
0 missing
SpMin2_Bh.v.numeric8 unique values
0 missing
Eig07_AEA.dm.numeric8 unique values
0 missing
X1solnumeric9 unique values
0 missing
Eig07_AEA.ed.numeric8 unique values
0 missing
X2solnumeric10 unique values
0 missing
Eig07_AEA.ri.numeric9 unique values
0 missing
X2vnumeric10 unique values
0 missing
Eig07_EAnumeric9 unique values
0 missing
X3solnumeric10 unique values
0 missing
Eig07_EA.bo.numeric9 unique values
0 missing
X3vnumeric10 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
X4solnumeric10 unique values
0 missing
Eig07_EA.ed.numeric8 unique values
0 missing
X5solnumeric10 unique values
0 missing
Eig07_EA.ri.numeric9 unique values
0 missing
X5vnumeric10 unique values
0 missing
Eig08_AEA.bo.numeric9 unique values
0 missing
ZM1Madnumeric9 unique values
0 missing
Eig08_AEA.dm.numeric9 unique values
0 missing
AACnumeric9 unique values
0 missing
Eig08_AEA.ed.numeric9 unique values
0 missing
AECCnumeric9 unique values
0 missing
Eig08_AEA.ri.numeric8 unique values
0 missing
ALOGPnumeric9 unique values
0 missing
Eig08_EAnumeric8 unique values
0 missing
ALOGP2numeric9 unique values
0 missing
Eig08_EA.bo.numeric6 unique values
0 missing
AMRnumeric9 unique values
0 missing
Eig08_EA.ed.numeric9 unique values
0 missing
AMWnumeric9 unique values
0 missing
Eig08_EA.ri.numeric8 unique values
0 missing
ARRnumeric7 unique values
0 missing
Eig09_AEA.bo.numeric6 unique values
0 missing
ATS1enumeric9 unique values
0 missing
Eig09_AEA.dm.numeric9 unique values
0 missing
ATS1inumeric9 unique values
0 missing
Eig09_AEA.ed.numeric9 unique values
0 missing
ATS1pnumeric9 unique values
0 missing
Eig09_AEA.ri.numeric10 unique values
0 missing
ATS1snumeric9 unique values
0 missing
Eig09_EAnumeric8 unique values
0 missing
ATS1vnumeric9 unique values
0 missing
Eig09_EA.bo.numeric8 unique values
0 missing
ATS2enumeric9 unique values
0 missing
Eig09_EA.ed.numeric9 unique values
0 missing
ATS2inumeric9 unique values
0 missing
Eig09_EA.ri.numeric9 unique values
0 missing
ATS2pnumeric9 unique values
0 missing
Eig10_AEA.bo.numeric9 unique values
0 missing
ATS2snumeric10 unique values
0 missing
Eig10_AEA.dm.numeric10 unique values
0 missing
ATS2vnumeric9 unique values
0 missing
Eig10_AEA.ed.numeric7 unique values
0 missing
ATS3enumeric9 unique values
0 missing
Eig10_AEA.ri.numeric10 unique values
0 missing
ATS3inumeric9 unique values
0 missing
Eig10_EAnumeric9 unique values
0 missing
ATS3mnumeric9 unique values
0 missing
Eig10_EA.bo.numeric8 unique values
0 missing
ATS3pnumeric9 unique values
0 missing
Eig10_EA.ed.numeric8 unique values
0 missing
ATS3snumeric10 unique values
0 missing
Eig10_EA.ri.numeric9 unique values
0 missing
ATS3vnumeric9 unique values
0 missing
Eig11_AEA.bo.numeric6 unique values
0 missing
ATS4enumeric9 unique values
0 missing
Eig11_AEA.dm.numeric8 unique values
0 missing
ATS4inumeric9 unique values
0 missing
Eig11_AEA.ed.numeric9 unique values
0 missing
ATS4mnumeric10 unique values
0 missing
Eig11_AEA.ri.numeric5 unique values
0 missing
ATS4pnumeric10 unique values
0 missing
Eig11_EAnumeric5 unique values
0 missing
ATS4snumeric10 unique values
0 missing
Eig11_EA.bo.numeric4 unique values
0 missing
ATS4vnumeric10 unique values
0 missing
Eig11_EA.ed.numeric7 unique values
0 missing
ATS5enumeric10 unique values
0 missing
Eig11_EA.ri.numeric6 unique values
0 missing
ATS5inumeric10 unique values
0 missing
Eig12_AEA.bo.numeric4 unique values
0 missing
ATS5mnumeric10 unique values
0 missing
Eig12_AEA.dm.numeric6 unique values
0 missing
ATS5pnumeric10 unique values
0 missing
Eig12_AEA.ed.numeric7 unique values
0 missing
ATS5snumeric10 unique values
0 missing
Eig12_AEA.ri.numeric8 unique values
0 missing
ATS5vnumeric10 unique values
0 missing
Eig12_EAnumeric7 unique values
0 missing
ATS6enumeric10 unique values
0 missing
Eig12_EA.bo.numeric7 unique values
0 missing
ATS6inumeric9 unique values
0 missing
Eig12_EA.ed.numeric8 unique values
0 missing
ATS6mnumeric10 unique values
0 missing
Eig12_EA.ri.numeric7 unique values
0 missing
ATS6pnumeric10 unique values
0 missing
Eig13_AEA.bo.numeric8 unique values
0 missing
ATS6snumeric10 unique values
0 missing
Eig13_AEA.dm.numeric6 unique values
0 missing
ATS6vnumeric10 unique values
0 missing
Eig13_AEA.ed.numeric9 unique values
0 missing
ATS7enumeric9 unique values
0 missing
Eig13_AEA.ri.numeric10 unique values
0 missing
ATS7inumeric8 unique values
0 missing
Eig13_EAnumeric8 unique values
0 missing
ATS7snumeric10 unique values
0 missing
Eig13_EA.bo.numeric8 unique values
0 missing
ATS7vnumeric10 unique values
0 missing
Eig13_EA.ed.numeric8 unique values
0 missing
ATS8enumeric10 unique values
0 missing
Eig13_EA.ri.numeric10 unique values
0 missing
ATS8inumeric9 unique values
0 missing
Eig14_AEA.bo.numeric7 unique values
0 missing
ATS8snumeric10 unique values
0 missing
Eig14_AEA.dm.numeric6 unique values
0 missing
ATS8vnumeric10 unique values
0 missing
Eig14_AEA.ed.numeric6 unique values
0 missing
ATSC1enumeric9 unique values
0 missing
Eig14_AEA.ri.numeric7 unique values
0 missing
ATSC1inumeric9 unique values
0 missing
Eig14_EAnumeric8 unique values
0 missing
ATSC1mnumeric9 unique values
0 missing
Eig14_EA.bo.numeric8 unique values
0 missing
ATSC1pnumeric9 unique values
0 missing
Eig14_EA.ed.numeric8 unique values
0 missing
ATSC1snumeric9 unique values
0 missing
Eig14_EA.ri.numeric8 unique values
0 missing
ATSC1vnumeric9 unique values
0 missing
Eig15_AEA.bo.numeric8 unique values
0 missing
ATSC2enumeric9 unique values
0 missing
Eig15_AEA.dm.numeric7 unique values
0 missing
ATSC2inumeric9 unique values
0 missing
Eig15_AEA.ed.numeric9 unique values
0 missing
ATSC2mnumeric9 unique values
0 missing
Eig15_AEA.ri.numeric8 unique values
0 missing
ATSC2pnumeric9 unique values
0 missing
Eig15_EAnumeric8 unique values
0 missing
ATSC2snumeric10 unique values
0 missing
Eig15_EA.bo.numeric8 unique values
0 missing
ATSC2vnumeric9 unique values
0 missing
Eig15_EA.ed.numeric9 unique values
0 missing
ATSC3enumeric9 unique values
0 missing
Eig15_EA.ri.numeric8 unique values
0 missing
ATSC3inumeric9 unique values
0 missing
Eta_alphanumeric9 unique values
0 missing
ATSC3pnumeric9 unique values
0 missing
Eta_alpha_Anumeric9 unique values
0 missing
ATSC3snumeric10 unique values
0 missing
Eta_Bnumeric8 unique values
0 missing
ATSC4enumeric9 unique values
0 missing
Eta_B_Anumeric6 unique values
0 missing
ATSC4inumeric10 unique values
0 missing
Eta_betanumeric8 unique values
0 missing
ATSC4pnumeric10 unique values
0 missing
Eta_beta_Anumeric9 unique values
0 missing
ATSC4snumeric10 unique values
0 missing
Eta_betaPnumeric4 unique values
0 missing
ATSC4vnumeric10 unique values
0 missing
Eta_betaP_Anumeric7 unique values
0 missing
ATSC5enumeric10 unique values
0 missing
Eta_betaSnumeric8 unique values
0 missing
ATSC5inumeric10 unique values
0 missing
Eta_betaS_Anumeric8 unique values
0 missing
ATSC5mnumeric10 unique values
0 missing
Eta_Cnumeric10 unique values
0 missing
ATSC5pnumeric10 unique values
0 missing
Eta_C_Anumeric10 unique values
0 missing
ATSC5snumeric10 unique values
0 missing
Eta_epsinumeric9 unique values
0 missing
ATSC5vnumeric10 unique values
0 missing
Eta_epsi_Anumeric9 unique values
0 missing
ATSC6enumeric10 unique values
0 missing
Eta_Fnumeric10 unique values
0 missing
ATSC6inumeric9 unique values
0 missing
Eta_F_Anumeric10 unique values
0 missing
ATSC6mnumeric10 unique values
0 missing
Eta_FLnumeric9 unique values
0 missing
ATSC6pnumeric10 unique values
0 missing
Eta_FL_Anumeric9 unique values
0 missing
ATSC6snumeric10 unique values
0 missing
Eta_Lnumeric9 unique values
0 missing
ATSC6vnumeric10 unique values
0 missing
Eta_L_Anumeric9 unique values
0 missing
ATSC7enumeric10 unique values
0 missing
Eta_sh_pnumeric9 unique values
0 missing
ATSC7inumeric10 unique values
0 missing
Eta_sh_xnumeric8 unique values
0 missing
ATSC7mnumeric10 unique values
0 missing
Eta_sh_ynumeric9 unique values
0 missing
ATSC7snumeric10 unique values
0 missing
F.083numeric2 unique values
0 missing
ATSC7vnumeric10 unique values
0 missing
F.084numeric3 unique values
0 missing
ATSC8enumeric10 unique values
0 missing
GATS1enumeric9 unique values
0 missing
ATSC8inumeric10 unique values
0 missing
GATS1inumeric9 unique values
0 missing
ATSC8mnumeric10 unique values
0 missing
GATS1mnumeric9 unique values
0 missing
ATSC8pnumeric10 unique values
0 missing
GATS1pnumeric9 unique values
0 missing
ATSC8snumeric10 unique values
0 missing
GATS1snumeric9 unique values
0 missing
ATSC8vnumeric10 unique values
0 missing
GATS1vnumeric9 unique values
0 missing
BACnumeric7 unique values
0 missing
GATS2enumeric9 unique values
0 missing
BBInumeric7 unique values
0 missing
GATS2inumeric9 unique values
0 missing
BIC0numeric9 unique values
0 missing
GATS2mnumeric9 unique values
0 missing
BIC1numeric8 unique values
0 missing
GATS2snumeric9 unique values
0 missing
BIC3numeric8 unique values
0 missing
GATS2vnumeric9 unique values
0 missing
BIC4numeric7 unique values
0 missing
GATS3enumeric9 unique values
0 missing
BIC5numeric7 unique values
0 missing
GATS3inumeric8 unique values
0 missing
BIDnumeric8 unique values
0 missing
GATS3mnumeric9 unique values
0 missing
BLInumeric9 unique values
0 missing
GATS3pnumeric9 unique values
0 missing
BLTA96numeric9 unique values
0 missing
GATS3snumeric10 unique values
0 missing
BLTD48numeric9 unique values
0 missing
GATS3vnumeric9 unique values
0 missing
BLTF96numeric9 unique values
0 missing
GATS4inumeric9 unique values
0 missing
Br.094numeric2 unique values
0 missing
GATS4mnumeric10 unique values
0 missing
C.numeric7 unique values
0 missing
GATS4pnumeric10 unique values
0 missing
C.001numeric2 unique values
0 missing
GATS4vnumeric9 unique values
0 missing
C.002numeric4 unique values
0 missing
GATS5enumeric9 unique values
0 missing
C.003numeric2 unique values
0 missing
GATS5inumeric10 unique values
0 missing
C.005numeric2 unique values
0 missing
GATS5mnumeric10 unique values
0 missing
C.006numeric3 unique values
0 missing
GATS5pnumeric10 unique values
0 missing
C.011numeric2 unique values
0 missing
GATS5vnumeric10 unique values
0 missing
C.013numeric2 unique values
0 missing
GATS6enumeric9 unique values
0 missing
C.016numeric2 unique values
0 missing
GATS6inumeric9 unique values
0 missing
C.018numeric2 unique values
0 missing
GATS6mnumeric9 unique values
0 missing
C.024numeric5 unique values
0 missing
GATS6pnumeric10 unique values
0 missing
C.025numeric3 unique values
0 missing
GATS6snumeric10 unique values
0 missing
C.026numeric3 unique values
0 missing
GATS6vnumeric10 unique values
0 missing
C.040numeric2 unique values
0 missing
GATS7enumeric10 unique values
0 missing
C.041numeric2 unique values
0 missing
GATS7inumeric10 unique values
0 missing
CATS2D_01_LLnumeric5 unique values
0 missing
GATS7mnumeric10 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
GATS7snumeric10 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GATS7vnumeric10 unique values
0 missing
CATS2D_02_DLnumeric2 unique values
0 missing
GATS8enumeric10 unique values
0 missing
CATS2D_02_LLnumeric6 unique values
0 missing
GATS8inumeric10 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS8mnumeric10 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS8pnumeric10 unique values
0 missing
CATS2D_03_DLnumeric3 unique values
0 missing
GATS8snumeric10 unique values
0 missing
CATS2D_03_LLnumeric8 unique values
0 missing
GATS8vnumeric10 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GGI1numeric6 unique values
0 missing
CATS2D_04_DLnumeric3 unique values
0 missing
GGI10numeric8 unique values
0 missing
CATS2D_04_LLnumeric4 unique values
0 missing
GGI2numeric8 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GGI3numeric9 unique values
0 missing
CATS2D_05_ALnumeric4 unique values
0 missing
GGI4numeric9 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
GGI5numeric8 unique values
0 missing
CATS2D_05_LLnumeric3 unique values
0 missing
GGI6numeric9 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
GGI7numeric8 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GGI8numeric8 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
GGI9numeric9 unique values
0 missing
CATS2D_06_LLnumeric2 unique values
0 missing
GMTInumeric9 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
GMTIVnumeric9 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
GNarnumeric8 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
H.numeric8 unique values
0 missing
CATS2D_07_LLnumeric5 unique values
0 missing
H.046numeric4 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
H.047numeric6 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
H.048numeric2 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
H.052numeric3 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
HDcpxnumeric9 unique values
0 missing
CATS2D_08_LLnumeric6 unique values
0 missing
HNarnumeric8 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
HVcpxnumeric9 unique values
0 missing
CATS2D_09_LLnumeric7 unique values
0 missing
Hynumeric8 unique values
0 missing
CENTnumeric9 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Chi0_AEA.bo.numeric8 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi0_AEA.dm.numeric8 unique values
0 missing
IACnumeric9 unique values
0 missing
Chi0_AEA.ed.numeric8 unique values
0 missing
IC0numeric9 unique values
0 missing
Chi0_AEA.ri.numeric8 unique values
0 missing
IC1numeric8 unique values
0 missing
Chi0_EAnumeric8 unique values
0 missing
IC2numeric9 unique values
0 missing
Chi0_EA.bo.numeric8 unique values
0 missing
IC3numeric9 unique values
0 missing
Chi0_EA.dm.numeric9 unique values
0 missing
IC4numeric8 unique values
0 missing
Chi0_EA.ed.numeric9 unique values
0 missing
IC5numeric8 unique values
0 missing
Chi0_EA.ri.numeric9 unique values
0 missing
Chi1_AEA.bo.numeric9 unique values
0 missing
Chi1_AEA.dm.numeric9 unique values
0 missing
Chi1_AEA.ed.numeric9 unique values
0 missing
Chi1_AEA.ri.numeric9 unique values
0 missing
Chi1_EAnumeric9 unique values
0 missing
Chi1_EA.bo.numeric9 unique values
0 missing
Chi1_EA.dm.numeric10 unique values
0 missing
Chi1_EA.ed.numeric9 unique values
0 missing
Chi1_EA.ri.numeric10 unique values
0 missing
CIC0numeric9 unique values
0 missing
CIC1numeric8 unique values
0 missing
CIC4numeric8 unique values
0 missing
CIC5numeric7 unique values
0 missing
CIDnumeric8 unique values
0 missing
Cl.089numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
CSInumeric9 unique values
0 missing
DBInumeric7 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
10
Number of instances (rows) of the dataset.
NumberOfFeatures
494
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
493
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.99
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
1.14
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
135
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.6
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.13
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
-0.11
Average class difference between consecutive instances.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.11
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
49.4
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
-0.03
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.86
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.
MeanStdDevOfNumericAtts
38.28
Mean standard deviation of 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.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
-0.01
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.57
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.27
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
10
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
45949.2
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
2.33
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
99.8
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.82
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.16
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.2
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
3.16
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
0.64
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
12402.76
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.14
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.97
Third quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5291
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5291
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5291
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5291
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5291
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5291
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5291
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5291
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5291
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5291
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5291
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5291
0 runs - estimation_procedure: 50 times Clustering
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