Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5791

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5791

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 by Noureddin Sadawi
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL5791 (TID: 101554), and it has 10 rows and 516 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.

518 features

pXC50 (target)numeric10 unique values
0 missing
molecule_id (row identifier)nominal10 unique values
0 missing
DLS_05numeric2 unique values
0 missing
JGTnumeric8 unique values
0 missing
ATS6inumeric10 unique values
0 missing
DLS_06numeric2 unique values
0 missing
LLS_01numeric3 unique values
0 missing
ATS7inumeric10 unique values
0 missing
DLS_consnumeric6 unique values
0 missing
LLS_02numeric3 unique values
0 missing
ATS8inumeric10 unique values
0 missing
Dznumeric10 unique values
0 missing
LOCnumeric7 unique values
0 missing
ATSC1inumeric10 unique values
0 missing
ECCnumeric8 unique values
0 missing
LPRSnumeric8 unique values
0 missing
ATSC1pnumeric10 unique values
0 missing
Eig01_AEA.bo.numeric4 unique values
0 missing
ATSC2inumeric10 unique values
0 missing
Eig01_AEA.dm.numeric4 unique values
0 missing
ATSC3inumeric10 unique values
0 missing
Eig01_AEA.ed.numeric4 unique values
0 missing
ATSC4inumeric10 unique values
0 missing
Eig01_AEA.ri.numeric4 unique values
0 missing
ATSC4vnumeric10 unique values
0 missing
Eig01_EAnumeric4 unique values
0 missing
ATSC5inumeric10 unique values
0 missing
Eig01_EA.bo.numeric5 unique values
0 missing
ATSC5pnumeric10 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
ATSC6inumeric10 unique values
0 missing
Eig01_EA.ed.numeric4 unique values
0 missing
ATSC6mnumeric10 unique values
0 missing
Eig01_EA.ri.numeric4 unique values
0 missing
ATSC7inumeric10 unique values
0 missing
Eig02_AEA.bo.numeric7 unique values
0 missing
ATSC8inumeric10 unique values
0 missing
Eig02_AEA.dm.numeric6 unique values
0 missing
GATS2enumeric9 unique values
0 missing
Eig02_AEA.ed.numeric4 unique values
0 missing
GATS2inumeric10 unique values
0 missing
Eig02_AEA.ri.numeric4 unique values
0 missing
GATS3vnumeric9 unique values
0 missing
Eig02_EAnumeric4 unique values
0 missing
GATS4snumeric10 unique values
0 missing
Eig02_EA.bo.numeric7 unique values
0 missing
GATS6mnumeric10 unique values
0 missing
Eig02_EA.dm.numeric5 unique values
0 missing
GATS7mnumeric10 unique values
0 missing
Eig02_EA.ed.numeric4 unique values
0 missing
GATS8vnumeric10 unique values
0 missing
Eig02_EA.ri.numeric4 unique values
0 missing
IC1numeric10 unique values
0 missing
Eig03_AEA.bo.numeric7 unique values
0 missing
MATS2mnumeric10 unique values
0 missing
Eig03_AEA.dm.numeric5 unique values
0 missing
MATS4mnumeric10 unique values
0 missing
Eig03_AEA.ed.numeric4 unique values
0 missing
MATS7mnumeric10 unique values
0 missing
Eig03_AEA.ri.numeric9 unique values
0 missing
PJI2numeric3 unique values
0 missing
Eig03_EAnumeric7 unique values
0 missing
P_VSA_e_2numeric10 unique values
0 missing
Eig03_EA.bo.numeric9 unique values
0 missing
P_VSA_i_2numeric10 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
Sinumeric10 unique values
0 missing
Eig03_EA.ed.numeric6 unique values
0 missing
SpMax3_Bh.m.numeric9 unique values
0 missing
Eig03_EA.ri.numeric9 unique values
0 missing
SpMax4_Bh.i.numeric10 unique values
0 missing
Eig04_AEA.bo.numeric7 unique values
0 missing
SpMin2_Bh.p.numeric9 unique values
0 missing
Eig04_AEA.dm.numeric7 unique values
0 missing
SpMin3_Bh.m.numeric7 unique values
0 missing
Eig04_AEA.ed.numeric4 unique values
0 missing
SpMin3_Bh.p.numeric6 unique values
0 missing
Eig04_AEA.ri.numeric8 unique values
0 missing
SpMin3_Bh.v.numeric6 unique values
0 missing
Eig04_EAnumeric6 unique values
0 missing
SpMin6_Bh.m.numeric9 unique values
0 missing
Eig04_EA.bo.numeric9 unique values
0 missing
SpMin7_Bh.e.numeric9 unique values
0 missing
Eig04_EA.dm.numeric5 unique values
0 missing
SpMin7_Bh.p.numeric9 unique values
0 missing
Eig04_EA.ed.numeric5 unique values
0 missing
SpMin7_Bh.v.numeric10 unique values
0 missing
Eig04_EA.ri.numeric10 unique values
0 missing
SpMin8_Bh.v.numeric10 unique values
0 missing
Eig05_AEA.bo.numeric9 unique values
0 missing
AACnumeric10 unique values
0 missing
Eig05_AEA.dm.numeric10 unique values
0 missing
AECCnumeric8 unique values
0 missing
Eig05_AEA.ed.numeric6 unique values
0 missing
ALOGPnumeric10 unique values
0 missing
Eig05_AEA.ri.numeric10 unique values
0 missing
ALOGP2numeric10 unique values
0 missing
Eig05_EAnumeric8 unique values
0 missing
AMRnumeric10 unique values
0 missing
Eig05_EA.bo.numeric9 unique values
0 missing
AMWnumeric10 unique values
0 missing
Eig05_EA.dm.numeric6 unique values
0 missing
ARRnumeric8 unique values
0 missing
Eig05_EA.ed.numeric8 unique values
0 missing
ATS1enumeric10 unique values
0 missing
Eig05_EA.ri.numeric10 unique values
0 missing
ATS1inumeric9 unique values
0 missing
Eig06_AEA.bo.numeric5 unique values
0 missing
ATS1mnumeric9 unique values
0 missing
Eig06_AEA.dm.numeric10 unique values
0 missing
ATS1pnumeric10 unique values
0 missing
Eig06_AEA.ed.numeric7 unique values
0 missing
ATS1snumeric10 unique values
0 missing
Eig06_AEA.ri.numeric9 unique values
0 missing
ATS1vnumeric9 unique values
0 missing
Eig06_EAnumeric8 unique values
0 missing
ATS2enumeric10 unique values
0 missing
Eig06_EA.bo.numeric8 unique values
0 missing
ATS2inumeric10 unique values
0 missing
Eig06_EA.dm.numeric3 unique values
0 missing
ATS2mnumeric10 unique values
0 missing
Eig06_EA.ed.numeric8 unique values
0 missing
ATS2pnumeric9 unique values
0 missing
Eig06_EA.ri.numeric10 unique values
0 missing
ATS2snumeric10 unique values
0 missing
Eig07_AEA.bo.numeric9 unique values
0 missing
ATS2vnumeric10 unique values
0 missing
Eig07_AEA.dm.numeric10 unique values
0 missing
ATS3enumeric10 unique values
0 missing
Eig07_AEA.ed.numeric8 unique values
0 missing
ATS3inumeric10 unique values
0 missing
Eig07_AEA.ri.numeric10 unique values
0 missing
ATS3mnumeric10 unique values
0 missing
Eig07_EAnumeric8 unique values
0 missing
ATS3pnumeric10 unique values
0 missing
Eig07_EA.bo.numeric9 unique values
0 missing
ATS3snumeric10 unique values
0 missing
Eig07_EA.dm.numeric3 unique values
0 missing
ATS3vnumeric10 unique values
0 missing
Eig07_EA.ed.numeric8 unique values
0 missing
ATS4enumeric10 unique values
0 missing
Eig07_EA.ri.numeric9 unique values
0 missing
ATS4inumeric9 unique values
0 missing
Eig08_AEA.bo.numeric9 unique values
0 missing
ATS4mnumeric10 unique values
0 missing
Eig08_AEA.dm.numeric10 unique values
0 missing
ATS4pnumeric10 unique values
0 missing
Eig08_AEA.ed.numeric8 unique values
0 missing
ATS4snumeric10 unique values
0 missing
Eig08_AEA.ri.numeric10 unique values
0 missing
ATS4vnumeric10 unique values
0 missing
Eig08_EAnumeric8 unique values
0 missing
ATS5enumeric10 unique values
0 missing
Eig08_EA.bo.numeric7 unique values
0 missing
ATS5inumeric9 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
ATS5mnumeric10 unique values
0 missing
Eig08_EA.ed.numeric8 unique values
0 missing
ATS5pnumeric10 unique values
0 missing
Eig08_EA.ri.numeric6 unique values
0 missing
ATS5snumeric10 unique values
0 missing
Eig09_AEA.bo.numeric9 unique values
0 missing
ATS5vnumeric10 unique values
0 missing
Eig09_AEA.dm.numeric10 unique values
0 missing
ATS6enumeric10 unique values
0 missing
Eig09_AEA.ed.numeric7 unique values
0 missing
ATS6mnumeric10 unique values
0 missing
Eig09_AEA.ri.numeric10 unique values
0 missing
ATS6pnumeric9 unique values
0 missing
Eig09_EAnumeric8 unique values
0 missing
ATS6snumeric10 unique values
0 missing
Eig09_EA.bo.numeric9 unique values
0 missing
ATS6vnumeric9 unique values
0 missing
Eig09_EA.ed.numeric8 unique values
0 missing
ATS7enumeric10 unique values
0 missing
Eig09_EA.ri.numeric9 unique values
0 missing
ATS7mnumeric10 unique values
0 missing
Eig10_AEA.bo.numeric9 unique values
0 missing
ATS7pnumeric10 unique values
0 missing
Eig10_AEA.dm.numeric9 unique values
0 missing
ATS7snumeric9 unique values
0 missing
Eig10_AEA.ed.numeric8 unique values
0 missing
ATS7vnumeric10 unique values
0 missing
Eig10_AEA.ri.numeric10 unique values
0 missing
ATS8enumeric10 unique values
0 missing
Eig10_EAnumeric8 unique values
0 missing
ATS8mnumeric10 unique values
0 missing
Eig10_EA.bo.numeric8 unique values
0 missing
ATS8pnumeric10 unique values
0 missing
Eig10_EA.ed.numeric8 unique values
0 missing
ATS8snumeric10 unique values
0 missing
Eig10_EA.ri.numeric10 unique values
0 missing
ATS8vnumeric10 unique values
0 missing
Eig11_AEA.bo.numeric8 unique values
0 missing
ATSC1enumeric10 unique values
0 missing
Eig11_AEA.dm.numeric10 unique values
0 missing
ATSC1mnumeric10 unique values
0 missing
Eig11_AEA.ed.numeric8 unique values
0 missing
ATSC1snumeric10 unique values
0 missing
Eig11_AEA.ri.numeric8 unique values
0 missing
ATSC1vnumeric9 unique values
0 missing
Eig11_EAnumeric7 unique values
0 missing
ATSC2enumeric10 unique values
0 missing
Eig11_EA.bo.numeric8 unique values
0 missing
ATSC2mnumeric10 unique values
0 missing
Eig11_EA.ed.numeric7 unique values
0 missing
ATSC2pnumeric10 unique values
0 missing
Eig11_EA.ri.numeric8 unique values
0 missing
ATSC2snumeric10 unique values
0 missing
Eig12_AEA.bo.numeric9 unique values
0 missing
ATSC2vnumeric10 unique values
0 missing
Eig12_AEA.dm.numeric8 unique values
0 missing
ATSC3enumeric10 unique values
0 missing
Eig12_AEA.ed.numeric6 unique values
0 missing
ATSC3mnumeric10 unique values
0 missing
Eig12_AEA.ri.numeric10 unique values
0 missing
ATSC3pnumeric9 unique values
0 missing
Eig12_EAnumeric7 unique values
0 missing
ATSC3snumeric10 unique values
0 missing
Eig12_EA.bo.numeric9 unique values
0 missing
ATSC3vnumeric10 unique values
0 missing
Eig12_EA.ed.numeric8 unique values
0 missing
ATSC4enumeric10 unique values
0 missing
Eig12_EA.ri.numeric10 unique values
0 missing
ATSC4mnumeric10 unique values
0 missing
Eig13_AEA.bo.numeric6 unique values
0 missing
ATSC4pnumeric10 unique values
0 missing
Eig13_AEA.dm.numeric10 unique values
0 missing
ATSC4snumeric10 unique values
0 missing
Eig13_AEA.ed.numeric8 unique values
0 missing
ATSC5enumeric10 unique values
0 missing
Eig13_AEA.ri.numeric6 unique values
0 missing
ATSC5mnumeric10 unique values
0 missing
Eig13_EAnumeric6 unique values
0 missing
ATSC5snumeric10 unique values
0 missing
Eig13_EA.bo.numeric5 unique values
0 missing
ATSC5vnumeric10 unique values
0 missing
Eig13_EA.ed.numeric8 unique values
0 missing
ATSC6enumeric10 unique values
0 missing
Eig13_EA.ri.numeric6 unique values
0 missing
ATSC6pnumeric10 unique values
0 missing
Eig14_AEA.bo.numeric4 unique values
0 missing
ATSC6snumeric10 unique values
0 missing
Eig14_AEA.dm.numeric8 unique values
0 missing
ATSC6vnumeric10 unique values
0 missing
Eig14_AEA.ed.numeric8 unique values
0 missing
ATSC7enumeric10 unique values
0 missing
Eig14_AEA.ri.numeric4 unique values
0 missing
ATSC7mnumeric10 unique values
0 missing
Eig14_EAnumeric4 unique values
0 missing
ATSC7pnumeric10 unique values
0 missing
Eig14_EA.bo.numeric4 unique values
0 missing
ATSC7snumeric10 unique values
0 missing
Eig14_EA.ed.numeric7 unique values
0 missing
ATSC7vnumeric10 unique values
0 missing
Eig14_EA.ri.numeric4 unique values
0 missing
ATSC8enumeric10 unique values
0 missing
Eig15_AEA.bo.numeric7 unique values
0 missing
ATSC8mnumeric10 unique values
0 missing
Eig15_AEA.dm.numeric4 unique values
0 missing
ATSC8pnumeric10 unique values
0 missing
Eig15_AEA.ed.numeric7 unique values
0 missing
ATSC8snumeric10 unique values
0 missing
Eig15_AEA.ri.numeric9 unique values
0 missing
ATSC8vnumeric10 unique values
0 missing
Eig15_EAnumeric7 unique values
0 missing
BACnumeric7 unique values
0 missing
Eig15_EA.bo.numeric9 unique values
0 missing
BBInumeric8 unique values
0 missing
Eig15_EA.ed.numeric5 unique values
0 missing
BIC0numeric10 unique values
0 missing
Eig15_EA.ri.numeric9 unique values
0 missing
BIC1numeric8 unique values
0 missing
Eta_alphanumeric10 unique values
0 missing
BIC2numeric7 unique values
0 missing
Eta_alpha_Anumeric9 unique values
0 missing
BIC3numeric8 unique values
0 missing
Eta_Bnumeric8 unique values
0 missing
BIC4numeric9 unique values
0 missing
Eta_B_Anumeric5 unique values
0 missing
BIC5numeric9 unique values
0 missing
Eta_betanumeric9 unique values
0 missing
BIDnumeric8 unique values
0 missing
Eta_beta_Anumeric10 unique values
0 missing
BLInumeric10 unique values
0 missing
Eta_betaPnumeric6 unique values
0 missing
BLTA96numeric10 unique values
0 missing
Eta_betaP_Anumeric9 unique values
0 missing
BLTD48numeric10 unique values
0 missing
Eta_betaSnumeric9 unique values
0 missing
BLTF96numeric10 unique values
0 missing
Eta_betaS_Anumeric10 unique values
0 missing
C.numeric7 unique values
0 missing
Eta_Cnumeric10 unique values
0 missing
C.001numeric5 unique values
0 missing
Eta_C_Anumeric10 unique values
0 missing
C.002numeric4 unique values
0 missing
Eta_epsinumeric10 unique values
0 missing
C.003numeric3 unique values
0 missing
Eta_epsi_Anumeric10 unique values
0 missing
C.004numeric2 unique values
0 missing
Eta_Fnumeric10 unique values
0 missing
C.005numeric2 unique values
0 missing
Eta_F_Anumeric10 unique values
0 missing
C.006numeric2 unique values
0 missing
Eta_FLnumeric10 unique values
0 missing
C.008numeric3 unique values
0 missing
Eta_FL_Anumeric8 unique values
0 missing
C.011numeric2 unique values
0 missing
Eta_Lnumeric10 unique values
0 missing
C.013numeric2 unique values
0 missing
Eta_L_Anumeric9 unique values
0 missing
C.014numeric2 unique values
0 missing
Eta_sh_pnumeric10 unique values
0 missing
C.017numeric2 unique values
0 missing
Eta_sh_xnumeric9 unique values
0 missing
C.019numeric2 unique values
0 missing
Eta_sh_ynumeric9 unique values
0 missing
C.024numeric5 unique values
0 missing
F.083numeric2 unique values
0 missing
C.025numeric4 unique values
0 missing
F.084numeric2 unique values
0 missing
C.026numeric3 unique values
0 missing
F.085numeric2 unique values
0 missing
C.027numeric2 unique values
0 missing
GATS1enumeric10 unique values
0 missing
C.028numeric2 unique values
0 missing
GATS1inumeric10 unique values
0 missing
C.029numeric2 unique values
0 missing
GATS1mnumeric10 unique values
0 missing
C.033numeric2 unique values
0 missing
GATS1pnumeric10 unique values
0 missing
C.035numeric2 unique values
0 missing
GATS1snumeric9 unique values
0 missing
C.038numeric2 unique values
0 missing
GATS1vnumeric10 unique values
0 missing
C.040numeric3 unique values
0 missing
GATS2mnumeric10 unique values
0 missing
C.041numeric2 unique values
0 missing
GATS2pnumeric10 unique values
0 missing
C.042numeric2 unique values
0 missing
GATS2snumeric10 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GATS2vnumeric10 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
GATS3enumeric10 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
GATS3inumeric9 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
GATS3mnumeric10 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
GATS3pnumeric10 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS3snumeric10 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
GATS4enumeric10 unique values
0 missing
CATS2D_02_LLnumeric7 unique values
0 missing
GATS4inumeric10 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS4mnumeric10 unique values
0 missing
CATS2D_03_ALnumeric4 unique values
0 missing
GATS4pnumeric9 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS4vnumeric10 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
GATS5enumeric10 unique values
0 missing
CATS2D_03_LLnumeric5 unique values
0 missing
GATS5inumeric9 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS5mnumeric9 unique values
0 missing
CATS2D_04_ALnumeric6 unique values
0 missing
GATS5pnumeric10 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS5snumeric10 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GATS5vnumeric9 unique values
0 missing
CATS2D_04_LLnumeric4 unique values
0 missing
GATS6enumeric10 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
GATS6inumeric10 unique values
0 missing
CATS2D_05_ALnumeric5 unique values
0 missing
GATS6pnumeric8 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS6snumeric10 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS6vnumeric9 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GATS7enumeric10 unique values
0 missing
CATS2D_05_LLnumeric4 unique values
0 missing
GATS7inumeric10 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS7pnumeric10 unique values
0 missing
CATS2D_06_ALnumeric5 unique values
0 missing
GATS7snumeric10 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GATS7vnumeric10 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
GATS8enumeric10 unique values
0 missing
CATS2D_06_LLnumeric5 unique values
0 missing
GATS8inumeric10 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GATS8mnumeric10 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
GATS8pnumeric9 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
GATS8snumeric10 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GGI1numeric5 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
GGI10numeric8 unique values
0 missing
CATS2D_07_LLnumeric6 unique values
0 missing
GGI2numeric7 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
GGI3numeric7 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
GGI4numeric8 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
GGI5numeric8 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GGI6numeric7 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
GGI7numeric8 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
GGI8numeric8 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GGI9numeric6 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
GMTInumeric8 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
GMTIVnumeric10 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
GNarnumeric7 unique values
0 missing
CATS2D_09_LLnumeric6 unique values
0 missing
H.numeric9 unique values
0 missing
CENTnumeric8 unique values
0 missing
H.046numeric5 unique values
0 missing
Chi0_AEA.bo.numeric8 unique values
0 missing
H.047numeric4 unique values
0 missing
Chi0_AEA.dm.numeric8 unique values
0 missing
H.048numeric2 unique values
0 missing
Chi0_AEA.ed.numeric8 unique values
0 missing
H.049numeric2 unique values
0 missing
Chi0_AEA.ri.numeric8 unique values
0 missing
H.050numeric2 unique values
0 missing
Chi0_EAnumeric8 unique values
0 missing
H.051numeric3 unique values
0 missing
Chi0_EA.bo.numeric9 unique values
0 missing
H.052numeric4 unique values
0 missing
Chi0_EA.dm.numeric10 unique values
0 missing
H.053numeric2 unique values
0 missing
Chi0_EA.ed.numeric8 unique values
0 missing
HDcpxnumeric8 unique values
0 missing
Chi0_EA.ri.numeric10 unique values
0 missing
HNarnumeric8 unique values
0 missing
Chi1_AEA.bo.numeric8 unique values
0 missing
HVcpxnumeric8 unique values
0 missing
Chi1_AEA.dm.numeric8 unique values
0 missing
Hynumeric9 unique values
0 missing
Chi1_AEA.ed.numeric8 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Chi1_AEA.ri.numeric8 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi1_EAnumeric8 unique values
0 missing
IACnumeric10 unique values
0 missing
Chi1_EA.bo.numeric9 unique values
0 missing
IC0numeric10 unique values
0 missing
Chi1_EA.dm.numeric10 unique values
0 missing
IC2numeric9 unique values
0 missing
Chi1_EA.ed.numeric8 unique values
0 missing
IC3numeric9 unique values
0 missing
Chi1_EA.ri.numeric10 unique values
0 missing
IC4numeric8 unique values
0 missing
CIC0numeric10 unique values
0 missing
IC5numeric8 unique values
0 missing
CIC1numeric10 unique values
0 missing
ICRnumeric8 unique values
0 missing
CIC2numeric9 unique values
0 missing
IDDEnumeric8 unique values
0 missing
CIC3numeric9 unique values
0 missing
IDDMnumeric8 unique values
0 missing
CIC4numeric9 unique values
0 missing
IDEnumeric8 unique values
0 missing
CIC5numeric9 unique values
0 missing
IDETnumeric8 unique values
0 missing
CIDnumeric8 unique values
0 missing
IDMnumeric8 unique values
0 missing
Cl.089numeric2 unique values
0 missing
IDMTnumeric8 unique values
0 missing
CMC.80numeric2 unique values
0 missing
Infective.80numeric2 unique values
0 missing
cRo5numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
CSInumeric8 unique values
0 missing
ISIZnumeric8 unique values
0 missing
DBInumeric6 unique values
0 missing
IVDEnumeric7 unique values
0 missing
D.Dtr05numeric8 unique values
0 missing
IVDMnumeric8 unique values
0 missing
D.Dtr06numeric8 unique values
0 missing
JGI1numeric5 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
JGI10numeric5 unique values
0 missing
D.Dtr09numeric6 unique values
0 missing
JGI2numeric7 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
JGI3numeric8 unique values
0 missing
DECCnumeric8 unique values
0 missing
JGI4numeric5 unique values
0 missing
DELSnumeric10 unique values
0 missing
JGI5numeric5 unique values
0 missing
DLS_01numeric3 unique values
0 missing
JGI6numeric5 unique values
0 missing
DLS_02numeric3 unique values
0 missing
JGI7numeric4 unique values
0 missing
DLS_03numeric2 unique values
0 missing
JGI8numeric3 unique values
0 missing
DLS_04numeric3 unique values
0 missing
JGI9numeric6 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
10
Number of instances (rows) of the dataset.
NumberOfFeatures
518
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
517
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
51.8
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.2
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
-0.35
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.7
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
57.73
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
-0.8
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.28
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.32
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
10
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.97
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
52037.8
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
2.08
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
99.81
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.78
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.16
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.19
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
0.31
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
15128.25
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.79
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.99
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
0.95
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
1.12
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
217.18
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-1.16
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.09
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.14
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-CHEMBL5791
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5791
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5791
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5791
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5791
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5791
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5791
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5791
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5791
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5791
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5791
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5791
0 runs - estimation_procedure: 50 times Clustering
Define a new task