Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2799

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2799

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 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: CHEMBL2799 (TID: 10997), and it has 28 rows and 576 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.

578 features

pXC50 (target)numeric27 unique values
0 missing
molecule_id (row identifier)nominal28 unique values
0 missing
Eig02_EA.ri.numeric25 unique values
0 missing
MATS3mnumeric24 unique values
0 missing
ATSC8pnumeric26 unique values
0 missing
Eig03_AEA.bo.numeric22 unique values
0 missing
MATS3pnumeric24 unique values
0 missing
ATS5snumeric26 unique values
0 missing
Eig03_AEA.dm.numeric25 unique values
0 missing
MATS3snumeric26 unique values
0 missing
ATS7vnumeric27 unique values
0 missing
Eig03_AEA.ed.numeric18 unique values
0 missing
MATS3vnumeric22 unique values
0 missing
Eig15_EA.ri.numeric24 unique values
0 missing
Eig03_AEA.ri.numeric26 unique values
0 missing
MATS4enumeric24 unique values
0 missing
ATS7pnumeric27 unique values
0 missing
Eig03_EAnumeric20 unique values
0 missing
MATS4inumeric24 unique values
0 missing
Eig15_AEA.dm.numeric27 unique values
0 missing
Eig03_EA.bo.numeric21 unique values
0 missing
MATS4mnumeric24 unique values
0 missing
Eig15_EA.bo.numeric19 unique values
0 missing
Eig03_EA.dm.numeric7 unique values
0 missing
MATS4pnumeric27 unique values
0 missing
ATS8pnumeric26 unique values
0 missing
Eig03_EA.ed.numeric20 unique values
0 missing
MATS4snumeric23 unique values
0 missing
SpMin3_Bh.e.numeric12 unique values
0 missing
Eig03_EA.ri.numeric25 unique values
0 missing
MATS4vnumeric25 unique values
0 missing
SpMin3_Bh.i.numeric13 unique values
0 missing
Eig04_AEA.bo.numeric20 unique values
0 missing
MATS5enumeric26 unique values
0 missing
AACnumeric20 unique values
0 missing
Eig04_AEA.dm.numeric27 unique values
0 missing
MATS5inumeric25 unique values
0 missing
AECCnumeric18 unique values
0 missing
Eig04_AEA.ed.numeric19 unique values
0 missing
MATS5mnumeric27 unique values
0 missing
ALOGPnumeric23 unique values
0 missing
Eig04_AEA.ri.numeric27 unique values
0 missing
MATS5pnumeric24 unique values
0 missing
ALOGP2numeric23 unique values
0 missing
Eig04_EAnumeric19 unique values
0 missing
MATS5snumeric24 unique values
0 missing
AMRnumeric23 unique values
0 missing
Eig04_EA.bo.numeric18 unique values
0 missing
MATS5vnumeric21 unique values
0 missing
AMWnumeric22 unique values
0 missing
Eig04_EA.dm.numeric5 unique values
0 missing
MATS6enumeric25 unique values
0 missing
ARRnumeric7 unique values
0 missing
Eig04_EA.ed.numeric20 unique values
0 missing
MATS6inumeric26 unique values
0 missing
ATS1enumeric21 unique values
0 missing
Eig04_EA.ri.numeric26 unique values
0 missing
MATS6mnumeric25 unique values
0 missing
ATS1inumeric21 unique values
0 missing
Eig05_AEA.bo.numeric22 unique values
0 missing
MATS6pnumeric27 unique values
0 missing
ATS1mnumeric22 unique values
0 missing
Eig05_AEA.dm.numeric26 unique values
0 missing
MATS6snumeric27 unique values
0 missing
ATS1pnumeric22 unique values
0 missing
Eig05_AEA.ed.numeric20 unique values
0 missing
MATS6vnumeric24 unique values
0 missing
ATS1snumeric27 unique values
0 missing
Eig05_AEA.ri.numeric27 unique values
0 missing
MATS7enumeric27 unique values
0 missing
ATS1vnumeric22 unique values
0 missing
Eig05_EAnumeric20 unique values
0 missing
MATS7inumeric24 unique values
0 missing
ATS2enumeric23 unique values
0 missing
Eig05_EA.bo.numeric22 unique values
0 missing
MATS7mnumeric27 unique values
0 missing
ATS2inumeric23 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
MATS7pnumeric25 unique values
0 missing
ATS2mnumeric23 unique values
0 missing
Eig05_EA.ed.numeric20 unique values
0 missing
MATS7snumeric25 unique values
0 missing
ATS2pnumeric21 unique values
0 missing
Eig05_EA.ri.numeric26 unique values
0 missing
MATS7vnumeric25 unique values
0 missing
ATS2snumeric25 unique values
0 missing
Eig06_AEA.bo.numeric14 unique values
0 missing
MATS8enumeric27 unique values
0 missing
ATS2vnumeric23 unique values
0 missing
Eig06_AEA.dm.numeric24 unique values
0 missing
MATS8inumeric26 unique values
0 missing
ATS3enumeric22 unique values
0 missing
Eig06_AEA.ed.numeric20 unique values
0 missing
MATS8mnumeric27 unique values
0 missing
ATS3inumeric24 unique values
0 missing
Eig06_AEA.ri.numeric25 unique values
0 missing
MATS8pnumeric26 unique values
0 missing
ATS3mnumeric27 unique values
0 missing
Eig06_EAnumeric18 unique values
0 missing
MATS8snumeric27 unique values
0 missing
ATS3pnumeric25 unique values
0 missing
Eig06_EA.bo.numeric16 unique values
0 missing
MATS8vnumeric27 unique values
0 missing
ATS3snumeric26 unique values
0 missing
Eig06_EA.ed.numeric20 unique values
0 missing
MAXDNnumeric25 unique values
0 missing
ATS3vnumeric24 unique values
0 missing
Eig06_EA.ri.numeric24 unique values
0 missing
MAXDPnumeric27 unique values
0 missing
ATS4enumeric25 unique values
0 missing
Eig07_AEA.bo.numeric14 unique values
0 missing
MCDnumeric11 unique values
0 missing
ATS4inumeric25 unique values
0 missing
Eig07_AEA.dm.numeric24 unique values
0 missing
MDDDnumeric20 unique values
0 missing
ATS4mnumeric25 unique values
0 missing
Eig07_AEA.ed.numeric19 unique values
0 missing
Menumeric17 unique values
0 missing
ATS4pnumeric26 unique values
0 missing
Eig07_AEA.ri.numeric24 unique values
0 missing
Minumeric17 unique values
0 missing
ATS4snumeric27 unique values
0 missing
Eig07_EAnumeric19 unique values
0 missing
MLOGPnumeric19 unique values
0 missing
ATS4vnumeric25 unique values
0 missing
Eig07_EA.bo.numeric13 unique values
0 missing
MLOGP2numeric19 unique values
0 missing
ATS5enumeric27 unique values
0 missing
Eig07_EA.ed.numeric20 unique values
0 missing
Mpnumeric20 unique values
0 missing
ATS5inumeric23 unique values
0 missing
Eig07_EA.ri.numeric22 unique values
0 missing
MPC01numeric7 unique values
0 missing
ATS5mnumeric25 unique values
0 missing
Eig08_AEA.bo.numeric11 unique values
0 missing
MPC02numeric7 unique values
0 missing
ATS5pnumeric26 unique values
0 missing
Eig08_AEA.dm.numeric16 unique values
0 missing
MPC03numeric13 unique values
0 missing
ATS5vnumeric25 unique values
0 missing
Eig08_AEA.ed.numeric20 unique values
0 missing
MPC04numeric15 unique values
0 missing
ATS6enumeric27 unique values
0 missing
Eig08_AEA.ri.numeric12 unique values
0 missing
MPC05numeric15 unique values
0 missing
ATS6inumeric26 unique values
0 missing
Eig08_EAnumeric12 unique values
0 missing
MPC06numeric17 unique values
0 missing
ATS6mnumeric26 unique values
0 missing
Eig08_EA.bo.numeric12 unique values
0 missing
MPC07numeric18 unique values
0 missing
ATS6pnumeric26 unique values
0 missing
Eig08_EA.ed.numeric15 unique values
0 missing
MPC08numeric18 unique values
0 missing
ATS6snumeric26 unique values
0 missing
Eig08_EA.ri.numeric13 unique values
0 missing
MPC09numeric19 unique values
0 missing
ATS6vnumeric27 unique values
0 missing
Eig09_AEA.bo.numeric22 unique values
0 missing
MPC10numeric20 unique values
0 missing
ATS7enumeric26 unique values
0 missing
Eig09_AEA.dm.numeric20 unique values
0 missing
MSDnumeric20 unique values
0 missing
ATS7inumeric26 unique values
0 missing
Eig09_AEA.ed.numeric14 unique values
0 missing
Mvnumeric18 unique values
0 missing
ATS7mnumeric26 unique values
0 missing
Eig09_AEA.ri.numeric19 unique values
0 missing
MWnumeric22 unique values
0 missing
ATS7snumeric27 unique values
0 missing
Eig09_EAnumeric11 unique values
0 missing
MWC01numeric7 unique values
0 missing
ATS8enumeric25 unique values
0 missing
Eig09_EA.bo.numeric22 unique values
0 missing
MWC02numeric11 unique values
0 missing
ATS8inumeric27 unique values
0 missing
Eig09_EA.ed.numeric13 unique values
0 missing
MWC03numeric17 unique values
0 missing
ATS8mnumeric27 unique values
0 missing
Eig09_EA.ri.numeric20 unique values
0 missing
MWC04numeric20 unique values
0 missing
ATS8snumeric27 unique values
0 missing
Eig10_AEA.bo.numeric21 unique values
0 missing
MWC05numeric18 unique values
0 missing
ATS8vnumeric27 unique values
0 missing
Eig10_AEA.dm.numeric18 unique values
0 missing
MWC06numeric19 unique values
0 missing
ATSC1enumeric18 unique values
0 missing
Eig10_AEA.ed.numeric12 unique values
0 missing
MWC07numeric20 unique values
0 missing
ATSC1inumeric21 unique values
0 missing
Eig10_AEA.ri.numeric24 unique values
0 missing
MWC08numeric20 unique values
0 missing
ATSC1mnumeric22 unique values
0 missing
Eig10_EAnumeric19 unique values
0 missing
MWC09numeric20 unique values
0 missing
ATSC1pnumeric22 unique values
0 missing
Eig10_EA.bo.numeric22 unique values
0 missing
ATSC1snumeric27 unique values
0 missing
Eig10_EA.ed.numeric19 unique values
0 missing
ATSC1vnumeric22 unique values
0 missing
Eig10_EA.ri.numeric21 unique values
0 missing
ATSC2enumeric22 unique values
0 missing
Eig11_AEA.bo.numeric18 unique values
0 missing
ATSC2inumeric23 unique values
0 missing
Eig11_AEA.dm.numeric25 unique values
0 missing
ATSC2mnumeric23 unique values
0 missing
Eig11_AEA.ed.numeric19 unique values
0 missing
ATSC2pnumeric23 unique values
0 missing
Eig11_AEA.ri.numeric25 unique values
0 missing
ATSC2snumeric27 unique values
0 missing
Eig11_EAnumeric19 unique values
0 missing
ATSC2vnumeric23 unique values
0 missing
Eig11_EA.bo.numeric21 unique values
0 missing
ATSC3enumeric24 unique values
0 missing
Eig11_EA.ed.numeric20 unique values
0 missing
ATSC3inumeric24 unique values
0 missing
Eig11_EA.ri.numeric25 unique values
0 missing
ATSC3mnumeric27 unique values
0 missing
Eig12_AEA.bo.numeric22 unique values
0 missing
ATSC3pnumeric27 unique values
0 missing
Eig12_AEA.dm.numeric25 unique values
0 missing
ATSC3snumeric27 unique values
0 missing
Eig12_AEA.ed.numeric20 unique values
0 missing
ATSC3vnumeric27 unique values
0 missing
Eig12_AEA.ri.numeric26 unique values
0 missing
ATSC4enumeric26 unique values
0 missing
Eig12_EAnumeric19 unique values
0 missing
ATSC4inumeric25 unique values
0 missing
Eig12_EA.bo.numeric21 unique values
0 missing
ATSC4mnumeric27 unique values
0 missing
Eig12_EA.ed.numeric20 unique values
0 missing
ATSC4pnumeric27 unique values
0 missing
Eig12_EA.ri.numeric26 unique values
0 missing
ATSC4snumeric27 unique values
0 missing
Eig13_AEA.bo.numeric21 unique values
0 missing
ATSC4vnumeric26 unique values
0 missing
Eig13_AEA.dm.numeric27 unique values
0 missing
ATSC5enumeric25 unique values
0 missing
Eig13_AEA.ed.numeric17 unique values
0 missing
ATSC5inumeric27 unique values
0 missing
Eig13_AEA.ri.numeric21 unique values
0 missing
ATSC5mnumeric27 unique values
0 missing
Eig13_EAnumeric19 unique values
0 missing
ATSC5pnumeric27 unique values
0 missing
Eig13_EA.bo.numeric21 unique values
0 missing
ATSC5snumeric27 unique values
0 missing
Eig13_EA.ed.numeric18 unique values
0 missing
ATSC5vnumeric27 unique values
0 missing
Eig13_EA.ri.numeric24 unique values
0 missing
ATSC6enumeric25 unique values
0 missing
Eig14_AEA.bo.numeric19 unique values
0 missing
ATSC6inumeric26 unique values
0 missing
Eig14_AEA.dm.numeric25 unique values
0 missing
ATSC6mnumeric27 unique values
0 missing
Eig14_AEA.ed.numeric15 unique values
0 missing
ATSC6pnumeric27 unique values
0 missing
Eig14_AEA.ri.numeric25 unique values
0 missing
ATSC6snumeric27 unique values
0 missing
Eig14_EAnumeric19 unique values
0 missing
ATSC6vnumeric27 unique values
0 missing
Eig14_EA.bo.numeric21 unique values
0 missing
ATSC7enumeric24 unique values
0 missing
Eig14_EA.ed.numeric19 unique values
0 missing
ATSC7inumeric27 unique values
0 missing
Eig14_EA.ri.numeric24 unique values
0 missing
ATSC7mnumeric27 unique values
0 missing
Eig15_AEA.bo.numeric15 unique values
0 missing
ATSC7pnumeric27 unique values
0 missing
Eig15_AEA.ed.numeric8 unique values
0 missing
ATSC7snumeric27 unique values
0 missing
Eig15_AEA.ri.numeric18 unique values
0 missing
ATSC7vnumeric27 unique values
0 missing
Eig15_EAnumeric14 unique values
0 missing
ATSC8enumeric27 unique values
0 missing
Eig15_EA.ed.numeric16 unique values
0 missing
ATSC8inumeric27 unique values
0 missing
Eta_alphanumeric20 unique values
0 missing
ATSC8mnumeric27 unique values
0 missing
Eta_alpha_Anumeric18 unique values
0 missing
ATSC8snumeric27 unique values
0 missing
Eta_Bnumeric17 unique values
0 missing
ATSC8vnumeric27 unique values
0 missing
Eta_B_Anumeric12 unique values
0 missing
BACnumeric12 unique values
0 missing
Eta_betanumeric16 unique values
0 missing
BBInumeric7 unique values
0 missing
Eta_beta_Anumeric18 unique values
0 missing
BIC0numeric20 unique values
0 missing
Eta_betaPnumeric8 unique values
0 missing
BIC1numeric19 unique values
0 missing
Eta_betaP_Anumeric16 unique values
0 missing
BIC2numeric22 unique values
0 missing
Eta_betaSnumeric13 unique values
0 missing
BIC3numeric20 unique values
0 missing
Eta_betaS_Anumeric13 unique values
0 missing
BIC4numeric18 unique values
0 missing
Eta_Cnumeric27 unique values
0 missing
BIC5numeric19 unique values
0 missing
Eta_C_Anumeric27 unique values
0 missing
BIDnumeric14 unique values
0 missing
Eta_epsinumeric21 unique values
0 missing
BLInumeric27 unique values
0 missing
Eta_epsi_Anumeric20 unique values
0 missing
BLTA96numeric19 unique values
0 missing
Eta_Fnumeric27 unique values
0 missing
BLTD48numeric19 unique values
0 missing
Eta_F_Anumeric26 unique values
0 missing
BLTF96numeric18 unique values
0 missing
Eta_FLnumeric27 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eta_FL_Anumeric21 unique values
0 missing
C.numeric13 unique values
0 missing
Eta_Lnumeric27 unique values
0 missing
C.001numeric2 unique values
0 missing
Eta_L_Anumeric19 unique values
0 missing
C.002numeric3 unique values
0 missing
Eta_sh_pnumeric22 unique values
0 missing
C.003numeric3 unique values
0 missing
Eta_sh_xnumeric6 unique values
0 missing
C.004numeric2 unique values
0 missing
Eta_sh_ynumeric23 unique values
0 missing
C.005numeric3 unique values
0 missing
F.083numeric2 unique values
0 missing
C.006numeric3 unique values
0 missing
F.084numeric2 unique values
0 missing
C.007numeric2 unique values
0 missing
GATS1enumeric22 unique values
0 missing
C.008numeric2 unique values
0 missing
GATS1inumeric21 unique values
0 missing
C.011numeric2 unique values
0 missing
GATS1mnumeric22 unique values
0 missing
C.013numeric2 unique values
0 missing
GATS1pnumeric22 unique values
0 missing
C.021numeric2 unique values
0 missing
GATS1snumeric26 unique values
0 missing
C.022numeric2 unique values
0 missing
GATS1vnumeric21 unique values
0 missing
C.024numeric4 unique values
0 missing
GATS2enumeric23 unique values
0 missing
C.025numeric4 unique values
0 missing
GATS2inumeric23 unique values
0 missing
C.026numeric4 unique values
0 missing
GATS2mnumeric23 unique values
0 missing
C.040numeric2 unique values
0 missing
GATS2pnumeric23 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS2snumeric27 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS2vnumeric22 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS3enumeric27 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
GATS3inumeric25 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GATS3mnumeric27 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
GATS3pnumeric27 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
GATS3snumeric27 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GATS3vnumeric25 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
GATS4enumeric25 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
GATS4inumeric23 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS4mnumeric25 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
GATS4pnumeric25 unique values
0 missing
CATS2D_03_DLnumeric3 unique values
0 missing
GATS4snumeric27 unique values
0 missing
CATS2D_03_LLnumeric11 unique values
0 missing
GATS4vnumeric26 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS5enumeric27 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS5inumeric24 unique values
0 missing
CATS2D_04_ALnumeric6 unique values
0 missing
GATS5mnumeric27 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS5pnumeric25 unique values
0 missing
CATS2D_04_DLnumeric3 unique values
0 missing
GATS5snumeric26 unique values
0 missing
CATS2D_04_LLnumeric8 unique values
0 missing
GATS5vnumeric25 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS6enumeric27 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GATS6inumeric26 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
GATS6mnumeric25 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
GATS6pnumeric26 unique values
0 missing
CATS2D_05_LLnumeric9 unique values
0 missing
GATS6snumeric27 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS6vnumeric24 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GATS7enumeric27 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
GATS7inumeric26 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
GATS7mnumeric27 unique values
0 missing
CATS2D_06_LLnumeric11 unique values
0 missing
GATS7pnumeric25 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GATS7snumeric27 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
GATS7vnumeric27 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GATS8enumeric27 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
GATS8inumeric26 unique values
0 missing
CATS2D_07_LLnumeric9 unique values
0 missing
GATS8mnumeric27 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GATS8pnumeric27 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GATS8snumeric27 unique values
0 missing
CATS2D_08_ALnumeric5 unique values
0 missing
GATS8vnumeric26 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GGI1numeric7 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
GGI10numeric11 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
GGI2numeric8 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
GGI3numeric12 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
GGI4numeric17 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GGI5numeric18 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
GGI6numeric17 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
GGI7numeric16 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
GGI8numeric15 unique values
0 missing
CATS2D_09_LLnumeric7 unique values
0 missing
GGI9numeric14 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
GMTInumeric20 unique values
0 missing
CENTnumeric20 unique values
0 missing
GMTIVnumeric25 unique values
0 missing
Chi0_AEA.bo.numeric20 unique values
0 missing
GNarnumeric14 unique values
0 missing
Chi0_AEA.dm.numeric20 unique values
0 missing
H.numeric18 unique values
0 missing
Chi0_AEA.ed.numeric20 unique values
0 missing
H.046numeric5 unique values
0 missing
Chi0_AEA.ri.numeric20 unique values
0 missing
H.047numeric8 unique values
0 missing
Chi0_EAnumeric20 unique values
0 missing
H.048numeric3 unique values
0 missing
Chi0_EA.bo.numeric22 unique values
0 missing
H.050numeric3 unique values
0 missing
Chi0_EA.dm.numeric27 unique values
0 missing
H.051numeric2 unique values
0 missing
Chi0_EA.ed.numeric20 unique values
0 missing
H.052numeric5 unique values
0 missing
Chi0_EA.ri.numeric27 unique values
0 missing
H.053numeric3 unique values
0 missing
Chi1_AEA.bo.numeric20 unique values
0 missing
HDcpxnumeric17 unique values
0 missing
Chi1_AEA.dm.numeric20 unique values
0 missing
HNarnumeric13 unique values
0 missing
Chi1_AEA.ed.numeric20 unique values
0 missing
HVcpxnumeric20 unique values
0 missing
Chi1_AEA.ri.numeric20 unique values
0 missing
Hynumeric15 unique values
0 missing
Chi1_EAnumeric20 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Chi1_EA.bo.numeric22 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi1_EA.dm.numeric27 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
Chi1_EA.ed.numeric20 unique values
0 missing
IACnumeric20 unique values
0 missing
Chi1_EA.ri.numeric27 unique values
0 missing
IC0numeric20 unique values
0 missing
CIC0numeric20 unique values
0 missing
IC1numeric21 unique values
0 missing
CIC1numeric21 unique values
0 missing
IC2numeric24 unique values
0 missing
CIC2numeric24 unique values
0 missing
IC3numeric23 unique values
0 missing
CIC3numeric23 unique values
0 missing
IC4numeric23 unique values
0 missing
CIC4numeric23 unique values
0 missing
IC5numeric19 unique values
0 missing
CIC5numeric18 unique values
0 missing
ICRnumeric18 unique values
0 missing
CIDnumeric13 unique values
0 missing
IDDEnumeric18 unique values
0 missing
Cl.089numeric3 unique values
0 missing
IDDMnumeric19 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IDEnumeric20 unique values
0 missing
CSInumeric18 unique values
0 missing
IDETnumeric20 unique values
0 missing
DBInumeric13 unique values
0 missing
IDMnumeric20 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
IDMTnumeric20 unique values
0 missing
D.Dtr05numeric17 unique values
0 missing
Infective.50numeric2 unique values
0 missing
D.Dtr06numeric20 unique values
0 missing
Infective.80numeric2 unique values
0 missing
D.Dtr07numeric3 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
D.Dtr09numeric17 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
D.Dtr10numeric15 unique values
0 missing
ISIZnumeric10 unique values
0 missing
D.Dtr11numeric2 unique values
0 missing
IVDEnumeric14 unique values
0 missing
DECCnumeric18 unique values
0 missing
IVDMnumeric14 unique values
0 missing
DELSnumeric27 unique values
0 missing
JGI1numeric17 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
JGI10numeric6 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI2numeric12 unique values
0 missing
DLS_01numeric2 unique values
0 missing
JGI3numeric13 unique values
0 missing
DLS_02numeric2 unique values
0 missing
JGI4numeric13 unique values
0 missing
DLS_03numeric2 unique values
0 missing
JGI5numeric11 unique values
0 missing
DLS_04numeric4 unique values
0 missing
JGI6numeric10 unique values
0 missing
DLS_05numeric2 unique values
0 missing
JGI7numeric10 unique values
0 missing
DLS_06numeric2 unique values
0 missing
JGI8numeric12 unique values
0 missing
DLS_consnumeric6 unique values
0 missing
JGI9numeric9 unique values
0 missing
Dznumeric19 unique values
0 missing
JGTnumeric20 unique values
0 missing
ECCnumeric18 unique values
0 missing
LLS_01numeric4 unique values
0 missing
Eig01_AEA.bo.numeric19 unique values
0 missing
LLS_02numeric2 unique values
0 missing
Eig01_AEA.dm.numeric19 unique values
0 missing
LOCnumeric15 unique values
0 missing
Eig01_AEA.ed.numeric15 unique values
0 missing
LPRSnumeric20 unique values
0 missing
Eig01_AEA.ri.numeric21 unique values
0 missing
MATS1enumeric20 unique values
0 missing
Eig01_EAnumeric14 unique values
0 missing
MATS1inumeric17 unique values
0 missing
Eig01_EA.bo.numeric20 unique values
0 missing
MATS1mnumeric19 unique values
0 missing
Eig01_EA.dm.numeric9 unique values
0 missing
MATS1pnumeric21 unique values
0 missing
Eig01_EA.ed.numeric16 unique values
0 missing
MATS1snumeric27 unique values
0 missing
Eig01_EA.ri.numeric18 unique values
0 missing
MATS1vnumeric21 unique values
0 missing
Eig02_AEA.bo.numeric21 unique values
0 missing
MATS2enumeric23 unique values
0 missing
Eig02_AEA.dm.numeric23 unique values
0 missing
MATS2inumeric22 unique values
0 missing
Eig02_AEA.ed.numeric17 unique values
0 missing
MATS2mnumeric20 unique values
0 missing
Eig02_AEA.ri.numeric24 unique values
0 missing
MATS2pnumeric21 unique values
0 missing
Eig02_EAnumeric19 unique values
0 missing
MATS2snumeric25 unique values
0 missing
Eig02_EA.bo.numeric21 unique values
0 missing
MATS2vnumeric22 unique values
0 missing
Eig02_EA.dm.numeric8 unique values
0 missing
MATS3enumeric26 unique values
0 missing
Eig02_EA.ed.numeric18 unique values
0 missing
MATS3inumeric25 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
28
Number of instances (rows) of the dataset.
NumberOfFeatures
578
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
577
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.19
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.16
Minimum kurtosis among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
28
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.37
Minimum of means among attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
4.6
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
10569.46
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfNumericFeatures
99.83
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.47
Third quartile of means 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.
PercentageOfSymbolicFeatures
0.17
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.29
Minimum skewness among attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.02
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
5.29
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1KurtosisOfNumericAtts
0.12
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.5
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
3176.6
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.23
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.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanKurtosisOfNumericAtts
3.91
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1SkewnessOfNumericAtts
-0.97
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
47.6
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.09
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
-0.15
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among 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.
Quartile2KurtosisOfNumericAtts
1.62
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
20.64
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
1.28
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.
MeanSkewnessOfNumericAtts
0.2
Mean skewness among 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.
MeanStdDevOfNumericAtts
11.58
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
-0.01
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2799
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2799
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2799
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2799
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2799
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2799
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2799
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2799
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2799
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2799
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2799
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2799
0 runs - estimation_procedure: 50 times Clustering
Define a new task