Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2933

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2933

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: CHEMBL2933 (TID: 17093), and it has 17 rows and 572 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.

574 features

pXC50 (target)numeric14 unique values
0 missing
molecule_id (row identifier)nominal17 unique values
0 missing
Eig01_AEA.ri.numeric12 unique values
0 missing
LLS_01numeric4 unique values
0 missing
C.numeric12 unique values
0 missing
Eig01_EAnumeric11 unique values
0 missing
LLS_02numeric3 unique values
0 missing
GATS1snumeric15 unique values
0 missing
Eig01_EA.bo.numeric13 unique values
0 missing
LOCnumeric12 unique values
0 missing
Minumeric9 unique values
0 missing
Eig01_EA.dm.numeric7 unique values
0 missing
LPRSnumeric14 unique values
0 missing
MATS8mnumeric14 unique values
0 missing
Eig01_EA.ed.numeric11 unique values
0 missing
MATS1enumeric14 unique values
0 missing
MATS4snumeric13 unique values
0 missing
Eig01_EA.ri.numeric12 unique values
0 missing
MATS1inumeric12 unique values
0 missing
AACnumeric12 unique values
0 missing
Eig02_AEA.bo.numeric12 unique values
0 missing
MATS1mnumeric13 unique values
0 missing
AECCnumeric13 unique values
0 missing
Eig02_AEA.dm.numeric14 unique values
0 missing
MATS1pnumeric13 unique values
0 missing
ALOGPnumeric14 unique values
0 missing
Eig02_AEA.ed.numeric10 unique values
0 missing
MATS1snumeric14 unique values
0 missing
ALOGP2numeric14 unique values
0 missing
Eig02_AEA.ri.numeric12 unique values
0 missing
MATS1vnumeric14 unique values
0 missing
AMRnumeric14 unique values
0 missing
Eig02_EAnumeric11 unique values
0 missing
MATS2enumeric13 unique values
0 missing
AMWnumeric12 unique values
0 missing
Eig02_EA.bo.numeric13 unique values
0 missing
MATS2inumeric14 unique values
0 missing
ARRnumeric2 unique values
0 missing
Eig02_EA.dm.numeric9 unique values
0 missing
MATS2mnumeric14 unique values
0 missing
ATS1enumeric14 unique values
0 missing
Eig02_EA.ed.numeric11 unique values
0 missing
MATS2pnumeric13 unique values
0 missing
ATS1inumeric13 unique values
0 missing
Eig02_EA.ri.numeric12 unique values
0 missing
MATS2snumeric14 unique values
0 missing
ATS1mnumeric14 unique values
0 missing
Eig03_AEA.bo.numeric14 unique values
0 missing
MATS2vnumeric13 unique values
0 missing
ATS1pnumeric14 unique values
0 missing
Eig03_AEA.dm.numeric13 unique values
0 missing
MATS3enumeric12 unique values
0 missing
ATS1snumeric14 unique values
0 missing
Eig03_AEA.ed.numeric11 unique values
0 missing
MATS3inumeric12 unique values
0 missing
ATS1vnumeric14 unique values
0 missing
Eig03_AEA.ri.numeric14 unique values
0 missing
MATS3mnumeric14 unique values
0 missing
ATS2enumeric14 unique values
0 missing
Eig03_EAnumeric14 unique values
0 missing
MATS3pnumeric14 unique values
0 missing
ATS2inumeric14 unique values
0 missing
Eig03_EA.bo.numeric14 unique values
0 missing
MATS3snumeric14 unique values
0 missing
ATS2mnumeric14 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
MATS3vnumeric12 unique values
0 missing
ATS2pnumeric13 unique values
0 missing
Eig03_EA.ed.numeric12 unique values
0 missing
MATS4enumeric15 unique values
0 missing
ATS2snumeric14 unique values
0 missing
Eig03_EA.ri.numeric13 unique values
0 missing
MATS4inumeric15 unique values
0 missing
ATS2vnumeric14 unique values
0 missing
Eig04_AEA.bo.numeric14 unique values
0 missing
MATS4mnumeric15 unique values
0 missing
ATS3enumeric14 unique values
0 missing
Eig04_AEA.dm.numeric13 unique values
0 missing
MATS4pnumeric14 unique values
0 missing
ATS3inumeric15 unique values
0 missing
Eig04_AEA.ed.numeric11 unique values
0 missing
MATS4vnumeric15 unique values
0 missing
ATS3mnumeric15 unique values
0 missing
Eig04_AEA.ri.numeric13 unique values
0 missing
MATS5enumeric14 unique values
0 missing
ATS3pnumeric15 unique values
0 missing
Eig04_EAnumeric13 unique values
0 missing
MATS5inumeric14 unique values
0 missing
ATS3snumeric14 unique values
0 missing
Eig04_EA.bo.numeric14 unique values
0 missing
MATS5mnumeric15 unique values
0 missing
ATS3vnumeric14 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
MATS5pnumeric15 unique values
0 missing
ATS4enumeric15 unique values
0 missing
Eig04_EA.ed.numeric12 unique values
0 missing
MATS5snumeric13 unique values
0 missing
ATS4inumeric15 unique values
0 missing
Eig04_EA.ri.numeric13 unique values
0 missing
MATS5vnumeric14 unique values
0 missing
ATS4mnumeric15 unique values
0 missing
Eig05_AEA.bo.numeric13 unique values
0 missing
MATS6enumeric13 unique values
0 missing
ATS4pnumeric15 unique values
0 missing
Eig05_AEA.dm.numeric13 unique values
0 missing
MATS6inumeric13 unique values
0 missing
ATS4snumeric15 unique values
0 missing
Eig05_AEA.ed.numeric13 unique values
0 missing
MATS6mnumeric14 unique values
0 missing
ATS4vnumeric15 unique values
0 missing
Eig05_AEA.ri.numeric15 unique values
0 missing
MATS6pnumeric14 unique values
0 missing
ATS5enumeric15 unique values
0 missing
Eig05_EAnumeric14 unique values
0 missing
MATS6snumeric15 unique values
0 missing
ATS5inumeric15 unique values
0 missing
Eig05_EA.bo.numeric13 unique values
0 missing
MATS6vnumeric14 unique values
0 missing
ATS5mnumeric15 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
MATS7enumeric14 unique values
0 missing
ATS5pnumeric15 unique values
0 missing
Eig05_EA.ed.numeric13 unique values
0 missing
MATS7inumeric14 unique values
0 missing
ATS5snumeric15 unique values
0 missing
Eig05_EA.ri.numeric15 unique values
0 missing
MATS7mnumeric15 unique values
0 missing
ATS5vnumeric15 unique values
0 missing
Eig06_AEA.bo.numeric14 unique values
0 missing
MATS7pnumeric14 unique values
0 missing
ATS6enumeric15 unique values
0 missing
Eig06_AEA.dm.numeric14 unique values
0 missing
MATS7snumeric14 unique values
0 missing
ATS6inumeric15 unique values
0 missing
Eig06_AEA.ed.numeric12 unique values
0 missing
MATS7vnumeric15 unique values
0 missing
ATS6mnumeric15 unique values
0 missing
Eig06_AEA.ri.numeric15 unique values
0 missing
MATS8enumeric15 unique values
0 missing
ATS6pnumeric14 unique values
0 missing
Eig06_EAnumeric14 unique values
0 missing
MATS8inumeric15 unique values
0 missing
ATS6snumeric15 unique values
0 missing
Eig06_EA.bo.numeric14 unique values
0 missing
MATS8pnumeric15 unique values
0 missing
ATS6vnumeric15 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
MATS8snumeric15 unique values
0 missing
ATS7enumeric15 unique values
0 missing
Eig06_EA.ed.numeric14 unique values
0 missing
MATS8vnumeric15 unique values
0 missing
ATS7inumeric15 unique values
0 missing
Eig06_EA.ri.numeric14 unique values
0 missing
MAXDNnumeric14 unique values
0 missing
ATS7mnumeric14 unique values
0 missing
Eig07_AEA.bo.numeric15 unique values
0 missing
MAXDPnumeric15 unique values
0 missing
ATS7pnumeric15 unique values
0 missing
Eig07_AEA.dm.numeric13 unique values
0 missing
MCDnumeric12 unique values
0 missing
ATS7snumeric15 unique values
0 missing
Eig07_AEA.ed.numeric13 unique values
0 missing
MDDDnumeric14 unique values
0 missing
ATS7vnumeric14 unique values
0 missing
Eig07_AEA.ri.numeric14 unique values
0 missing
Menumeric9 unique values
0 missing
ATS8enumeric15 unique values
0 missing
Eig07_EAnumeric14 unique values
0 missing
MLOGPnumeric13 unique values
0 missing
ATS8inumeric15 unique values
0 missing
Eig07_EA.bo.numeric15 unique values
0 missing
MLOGP2numeric13 unique values
0 missing
ATS8mnumeric15 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
Mpnumeric11 unique values
0 missing
ATS8pnumeric14 unique values
0 missing
Eig07_EA.ed.numeric14 unique values
0 missing
MPC01numeric8 unique values
0 missing
ATS8snumeric15 unique values
0 missing
Eig07_EA.ri.numeric15 unique values
0 missing
MPC02numeric8 unique values
0 missing
ATS8vnumeric14 unique values
0 missing
Eig08_AEA.bo.numeric15 unique values
0 missing
MPC03numeric11 unique values
0 missing
ATSC1enumeric14 unique values
0 missing
Eig08_AEA.dm.numeric14 unique values
0 missing
ATSC1inumeric14 unique values
0 missing
Eig08_AEA.ed.numeric13 unique values
0 missing
ATSC1mnumeric14 unique values
0 missing
Eig08_AEA.ri.numeric15 unique values
0 missing
ATSC1pnumeric14 unique values
0 missing
Eig08_EAnumeric14 unique values
0 missing
ATSC1snumeric15 unique values
0 missing
Eig08_EA.bo.numeric15 unique values
0 missing
ATSC1vnumeric14 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
ATSC2enumeric14 unique values
0 missing
Eig08_EA.ed.numeric14 unique values
0 missing
ATSC2inumeric14 unique values
0 missing
Eig08_EA.ri.numeric15 unique values
0 missing
ATSC2mnumeric14 unique values
0 missing
Eig09_AEA.bo.numeric15 unique values
0 missing
ATSC2pnumeric14 unique values
0 missing
Eig09_AEA.dm.numeric15 unique values
0 missing
ATSC2snumeric15 unique values
0 missing
Eig09_AEA.ed.numeric14 unique values
0 missing
ATSC2vnumeric14 unique values
0 missing
Eig09_AEA.ri.numeric15 unique values
0 missing
ATSC3enumeric15 unique values
0 missing
Eig09_EAnumeric14 unique values
0 missing
ATSC3inumeric15 unique values
0 missing
Eig09_EA.bo.numeric15 unique values
0 missing
ATSC3mnumeric15 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
ATSC3pnumeric15 unique values
0 missing
Eig09_EA.ed.numeric14 unique values
0 missing
ATSC3snumeric15 unique values
0 missing
Eig09_EA.ri.numeric15 unique values
0 missing
ATSC3vnumeric15 unique values
0 missing
Eig10_AEA.bo.numeric15 unique values
0 missing
ATSC4enumeric14 unique values
0 missing
Eig10_AEA.dm.numeric14 unique values
0 missing
ATSC4inumeric15 unique values
0 missing
Eig10_AEA.ed.numeric14 unique values
0 missing
ATSC4mnumeric15 unique values
0 missing
Eig10_AEA.ri.numeric15 unique values
0 missing
ATSC4pnumeric15 unique values
0 missing
Eig10_EAnumeric13 unique values
0 missing
ATSC4snumeric15 unique values
0 missing
Eig10_EA.bo.numeric15 unique values
0 missing
ATSC4vnumeric15 unique values
0 missing
Eig10_EA.ed.numeric14 unique values
0 missing
ATSC5enumeric15 unique values
0 missing
Eig10_EA.ri.numeric15 unique values
0 missing
ATSC5inumeric15 unique values
0 missing
Eig11_AEA.bo.numeric14 unique values
0 missing
ATSC5mnumeric15 unique values
0 missing
Eig11_AEA.dm.numeric15 unique values
0 missing
ATSC5pnumeric15 unique values
0 missing
Eig11_AEA.ed.numeric13 unique values
0 missing
ATSC5snumeric15 unique values
0 missing
Eig11_AEA.ri.numeric13 unique values
0 missing
ATSC5vnumeric15 unique values
0 missing
Eig11_EAnumeric13 unique values
0 missing
ATSC6enumeric15 unique values
0 missing
Eig11_EA.bo.numeric15 unique values
0 missing
ATSC6inumeric15 unique values
0 missing
Eig11_EA.ed.numeric13 unique values
0 missing
ATSC6mnumeric15 unique values
0 missing
Eig11_EA.ri.numeric14 unique values
0 missing
ATSC6pnumeric15 unique values
0 missing
Eig12_AEA.bo.numeric15 unique values
0 missing
ATSC6snumeric15 unique values
0 missing
Eig12_AEA.dm.numeric15 unique values
0 missing
ATSC6vnumeric15 unique values
0 missing
Eig12_AEA.ed.numeric14 unique values
0 missing
ATSC7enumeric15 unique values
0 missing
Eig12_AEA.ri.numeric14 unique values
0 missing
ATSC7inumeric15 unique values
0 missing
Eig12_EAnumeric14 unique values
0 missing
ATSC7mnumeric15 unique values
0 missing
Eig12_EA.bo.numeric15 unique values
0 missing
ATSC7pnumeric15 unique values
0 missing
Eig12_EA.ed.numeric14 unique values
0 missing
ATSC7snumeric15 unique values
0 missing
Eig12_EA.ri.numeric15 unique values
0 missing
ATSC7vnumeric15 unique values
0 missing
Eig13_AEA.bo.numeric15 unique values
0 missing
ATSC8enumeric15 unique values
0 missing
Eig13_AEA.dm.numeric14 unique values
0 missing
ATSC8inumeric15 unique values
0 missing
Eig13_AEA.ed.numeric14 unique values
0 missing
ATSC8mnumeric15 unique values
0 missing
Eig13_AEA.ri.numeric15 unique values
0 missing
ATSC8pnumeric15 unique values
0 missing
Eig13_EAnumeric14 unique values
0 missing
ATSC8snumeric15 unique values
0 missing
Eig13_EA.bo.numeric15 unique values
0 missing
ATSC8vnumeric15 unique values
0 missing
Eig13_EA.ed.numeric14 unique values
0 missing
BACnumeric12 unique values
0 missing
Eig13_EA.ri.numeric15 unique values
0 missing
BBInumeric8 unique values
0 missing
Eig14_AEA.bo.numeric15 unique values
0 missing
BIC0numeric12 unique values
0 missing
Eig14_AEA.dm.numeric14 unique values
0 missing
BIC1numeric11 unique values
0 missing
Eig14_AEA.ed.numeric14 unique values
0 missing
BIC2numeric15 unique values
0 missing
Eig14_AEA.ri.numeric15 unique values
0 missing
BIC3numeric13 unique values
0 missing
Eig14_EAnumeric14 unique values
0 missing
BIC4numeric12 unique values
0 missing
Eig14_EA.bo.numeric14 unique values
0 missing
BIC5numeric12 unique values
0 missing
Eig14_EA.ed.numeric14 unique values
0 missing
BIDnumeric10 unique values
0 missing
Eig14_EA.ri.numeric15 unique values
0 missing
BLInumeric15 unique values
0 missing
Eig15_AEA.bo.numeric15 unique values
0 missing
BLTA96numeric13 unique values
0 missing
Eig15_AEA.dm.numeric15 unique values
0 missing
BLTD48numeric13 unique values
0 missing
Eig15_AEA.ed.numeric13 unique values
0 missing
BLTF96numeric12 unique values
0 missing
Eig15_AEA.ri.numeric15 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig15_EAnumeric14 unique values
0 missing
C.002numeric6 unique values
0 missing
Eig15_EA.bo.numeric15 unique values
0 missing
C.003numeric4 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
C.004numeric3 unique values
0 missing
Eig15_EA.ed.numeric14 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig15_EA.ri.numeric14 unique values
0 missing
C.006numeric4 unique values
0 missing
Eta_alphanumeric10 unique values
0 missing
C.008numeric4 unique values
0 missing
Eta_alpha_Anumeric7 unique values
0 missing
C.009numeric2 unique values
0 missing
Eta_Bnumeric14 unique values
0 missing
C.011numeric2 unique values
0 missing
Eta_B_Anumeric9 unique values
0 missing
C.016numeric3 unique values
0 missing
Eta_betanumeric12 unique values
0 missing
C.017numeric2 unique values
0 missing
Eta_beta_Anumeric12 unique values
0 missing
C.024numeric2 unique values
0 missing
Eta_betaPnumeric5 unique values
0 missing
C.025numeric2 unique values
0 missing
Eta_betaP_Anumeric12 unique values
0 missing
C.028numeric2 unique values
0 missing
Eta_betaSnumeric11 unique values
0 missing
C.033numeric2 unique values
0 missing
Eta_betaS_Anumeric12 unique values
0 missing
C.034numeric2 unique values
0 missing
Eta_Cnumeric15 unique values
0 missing
C.036numeric2 unique values
0 missing
Eta_C_Anumeric14 unique values
0 missing
C.038numeric3 unique values
0 missing
Eta_epsinumeric12 unique values
0 missing
C.040numeric2 unique values
0 missing
Eta_epsi_Anumeric12 unique values
0 missing
C.041numeric2 unique values
0 missing
Eta_Fnumeric15 unique values
0 missing
C.044numeric2 unique values
0 missing
Eta_F_Anumeric14 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eta_FLnumeric14 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eta_FL_Anumeric13 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eta_Lnumeric15 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eta_L_Anumeric13 unique values
0 missing
CATS2D_01_LLnumeric6 unique values
0 missing
Eta_sh_pnumeric11 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
Eta_sh_xnumeric11 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
Eta_sh_ynumeric13 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
GATS1enumeric13 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GATS1inumeric14 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
GATS1mnumeric13 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
GATS1pnumeric14 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
GATS1vnumeric14 unique values
0 missing
CATS2D_02_LLnumeric7 unique values
0 missing
GATS2enumeric14 unique values
0 missing
CATS2D_02_PPnumeric2 unique values
0 missing
GATS2inumeric13 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS2mnumeric11 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
GATS2pnumeric14 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
GATS2snumeric14 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
GATS2vnumeric14 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS3enumeric15 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
GATS3inumeric13 unique values
0 missing
CATS2D_03_LLnumeric7 unique values
0 missing
GATS3mnumeric14 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS3pnumeric15 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
GATS3snumeric14 unique values
0 missing
CATS2D_04_APnumeric3 unique values
0 missing
GATS3vnumeric15 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
GATS4enumeric15 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS4inumeric15 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GATS4mnumeric15 unique values
0 missing
CATS2D_04_LLnumeric8 unique values
0 missing
GATS4pnumeric15 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS4snumeric15 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS4vnumeric15 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
GATS5enumeric15 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS5inumeric15 unique values
0 missing
CATS2D_05_DLnumeric7 unique values
0 missing
GATS5mnumeric14 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
GATS5pnumeric14 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GATS5snumeric15 unique values
0 missing
CATS2D_06_ALnumeric10 unique values
0 missing
GATS5vnumeric15 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GATS6enumeric15 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS6inumeric15 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
GATS6mnumeric13 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
GATS6pnumeric14 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GATS6snumeric15 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GATS6vnumeric15 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
GATS7enumeric15 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
GATS7inumeric15 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
GATS7mnumeric15 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
GATS7pnumeric15 unique values
0 missing
CATS2D_07_LLnumeric6 unique values
0 missing
GATS7snumeric15 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
GATS7vnumeric14 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
GATS8enumeric13 unique values
0 missing
CATS2D_08_ALnumeric8 unique values
0 missing
GATS8inumeric15 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
GATS8mnumeric15 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
GATS8pnumeric15 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
GATS8snumeric15 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GATS8vnumeric15 unique values
0 missing
CATS2D_08_LLnumeric5 unique values
0 missing
GGI1numeric8 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
GGI10numeric11 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GGI2numeric10 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
GGI3numeric13 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
GGI4numeric14 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
GGI5numeric13 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GGI6numeric14 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
GGI7numeric11 unique values
0 missing
CATS2D_09_LLnumeric4 unique values
0 missing
GGI8numeric12 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
GGI9numeric11 unique values
0 missing
CENTnumeric14 unique values
0 missing
GMTInumeric13 unique values
0 missing
Chi0_AEA.bo.numeric13 unique values
0 missing
GMTIVnumeric15 unique values
0 missing
Chi0_AEA.dm.numeric13 unique values
0 missing
GNarnumeric11 unique values
0 missing
Chi0_AEA.ed.numeric13 unique values
0 missing
H.numeric10 unique values
0 missing
Chi0_AEA.ri.numeric13 unique values
0 missing
H.046numeric7 unique values
0 missing
Chi0_EAnumeric13 unique values
0 missing
H.047numeric8 unique values
0 missing
Chi0_EA.bo.numeric15 unique values
0 missing
H.048numeric2 unique values
0 missing
Chi0_EA.dm.numeric14 unique values
0 missing
H.049numeric2 unique values
0 missing
Chi0_EA.ed.numeric14 unique values
0 missing
H.050numeric5 unique values
0 missing
Chi0_EA.ri.numeric15 unique values
0 missing
H.051numeric6 unique values
0 missing
Chi1_AEA.bo.numeric14 unique values
0 missing
H.052numeric5 unique values
0 missing
Chi1_AEA.dm.numeric14 unique values
0 missing
H.053numeric2 unique values
0 missing
Chi1_AEA.ed.numeric14 unique values
0 missing
HDcpxnumeric10 unique values
0 missing
Chi1_AEA.ri.numeric14 unique values
0 missing
HNarnumeric11 unique values
0 missing
Chi1_EAnumeric14 unique values
0 missing
HVcpxnumeric14 unique values
0 missing
Chi1_EA.bo.numeric15 unique values
0 missing
Hynumeric13 unique values
0 missing
Chi1_EA.dm.numeric15 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Chi1_EA.ed.numeric14 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi1_EA.ri.numeric15 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
CIC0numeric12 unique values
0 missing
IACnumeric12 unique values
0 missing
CIC1numeric14 unique values
0 missing
IC0numeric12 unique values
0 missing
CIC2numeric15 unique values
0 missing
IC1numeric13 unique values
0 missing
CIC3numeric15 unique values
0 missing
IC2numeric15 unique values
0 missing
CIC4numeric14 unique values
0 missing
IC3numeric15 unique values
0 missing
CIC5numeric14 unique values
0 missing
IC4numeric13 unique values
0 missing
CIDnumeric13 unique values
0 missing
IC5numeric13 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ICRnumeric12 unique values
0 missing
cRo5numeric2 unique values
0 missing
IDDEnumeric14 unique values
0 missing
CSInumeric13 unique values
0 missing
IDDMnumeric14 unique values
0 missing
DBInumeric12 unique values
0 missing
IDEnumeric14 unique values
0 missing
D.Dtr05numeric12 unique values
0 missing
IDETnumeric14 unique values
0 missing
D.Dtr06numeric14 unique values
0 missing
IDMnumeric13 unique values
0 missing
D.Dtr09numeric9 unique values
0 missing
IDMTnumeric14 unique values
0 missing
D.Dtr10numeric14 unique values
0 missing
Infective.80numeric2 unique values
0 missing
DECCnumeric13 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
DELSnumeric15 unique values
0 missing
ISIZnumeric10 unique values
0 missing
DLS_01numeric3 unique values
0 missing
IVDEnumeric11 unique values
0 missing
DLS_02numeric3 unique values
0 missing
IVDMnumeric11 unique values
0 missing
DLS_03numeric2 unique values
0 missing
JGI1numeric13 unique values
0 missing
DLS_04numeric3 unique values
0 missing
JGI10numeric6 unique values
0 missing
DLS_05numeric2 unique values
0 missing
JGI2numeric11 unique values
0 missing
DLS_06numeric2 unique values
0 missing
JGI3numeric9 unique values
0 missing
DLS_07numeric2 unique values
0 missing
JGI4numeric10 unique values
0 missing
DLS_consnumeric4 unique values
0 missing
JGI5numeric6 unique values
0 missing
Dznumeric9 unique values
0 missing
JGI6numeric6 unique values
0 missing
ECCnumeric13 unique values
0 missing
JGI7numeric6 unique values
0 missing
Eig01_AEA.bo.numeric12 unique values
0 missing
JGI8numeric4 unique values
0 missing
Eig01_AEA.dm.numeric13 unique values
0 missing
JGI9numeric5 unique values
0 missing
Eig01_AEA.ed.numeric11 unique values
0 missing
JGTnumeric13 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
17
Number of instances (rows) of the dataset.
NumberOfFeatures
574
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
573
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
33.76
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
7.56
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
0.73
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.61
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
271.33
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
0.68
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.27
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.49
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
17
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.23
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
31794.41
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
11.79
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
99.83
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.92
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.12
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.17
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
4.12
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
2.68
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
61170.97
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
4.36
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.21
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
0.42
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
7.7
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
150.97
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.91
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.4
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.19
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-CHEMBL2933
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2933
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2933
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2933
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2933
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2933
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2933
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2933
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2933
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2933
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2933
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2933
0 runs - estimation_procedure: 50 times Clustering
Define a new task