Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2994

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2994

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: CHEMBL2994 (TID: 12243), and it has 29 rows and 507 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.

509 features

pXC50 (target)numeric27 unique values
0 missing
molecule_id (row identifier)nominal29 unique values
0 missing
CSInumeric25 unique values
0 missing
GATS5inumeric26 unique values
0 missing
DBInumeric13 unique values
0 missing
GATS7pnumeric25 unique values
0 missing
D.Dtr05numeric2 unique values
0 missing
MATS5inumeric24 unique values
0 missing
D.Dtr06numeric25 unique values
0 missing
SdOnumeric27 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
MATS5pnumeric24 unique values
0 missing
DECCnumeric24 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
DELSnumeric27 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
CATS2D_08_NLnumeric5 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI4numeric15 unique values
0 missing
DLS_02numeric2 unique values
0 missing
MATS7pnumeric25 unique values
0 missing
DLS_03numeric2 unique values
0 missing
GATS7inumeric24 unique values
0 missing
DLS_06numeric2 unique values
0 missing
GATS6pnumeric25 unique values
0 missing
DLS_07numeric2 unique values
0 missing
IC2numeric25 unique values
0 missing
DLS_consnumeric5 unique values
0 missing
Eig01_EA.ri.numeric20 unique values
0 missing
Dznumeric23 unique values
0 missing
SpDiam_EA.ri.numeric20 unique values
0 missing
ECCnumeric22 unique values
0 missing
SpMax_EA.ri.numeric20 unique values
0 missing
Eig01_AEA.bo.numeric20 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
Eig01_AEA.dm.numeric15 unique values
0 missing
AACnumeric23 unique values
0 missing
Eig01_AEA.ed.numeric16 unique values
0 missing
AECCnumeric23 unique values
0 missing
Eig01_AEA.ri.numeric20 unique values
0 missing
ALOGPnumeric26 unique values
0 missing
Eig01_EAnumeric20 unique values
0 missing
ALOGP2numeric26 unique values
0 missing
Eig01_EA.bo.numeric14 unique values
0 missing
AMRnumeric27 unique values
0 missing
Eig01_EA.ed.numeric22 unique values
0 missing
AMWnumeric23 unique values
0 missing
Eig02_AEA.bo.numeric23 unique values
0 missing
ARRnumeric14 unique values
0 missing
Eig02_AEA.dm.numeric15 unique values
0 missing
ATS1enumeric23 unique values
0 missing
Eig02_AEA.ed.numeric21 unique values
0 missing
ATS1inumeric24 unique values
0 missing
Eig02_AEA.ri.numeric24 unique values
0 missing
ATS1mnumeric24 unique values
0 missing
Eig02_EAnumeric24 unique values
0 missing
ATS1pnumeric24 unique values
0 missing
Eig02_EA.bo.numeric20 unique values
0 missing
ATS1snumeric27 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
ATS1vnumeric24 unique values
0 missing
Eig02_EA.ed.numeric25 unique values
0 missing
ATS2enumeric24 unique values
0 missing
Eig02_EA.ri.numeric25 unique values
0 missing
ATS2inumeric25 unique values
0 missing
Eig03_AEA.bo.numeric25 unique values
0 missing
ATS2mnumeric27 unique values
0 missing
Eig03_AEA.dm.numeric12 unique values
0 missing
ATS2pnumeric27 unique values
0 missing
Eig03_AEA.ed.numeric23 unique values
0 missing
ATS2snumeric27 unique values
0 missing
Eig03_AEA.ri.numeric26 unique values
0 missing
ATS2vnumeric27 unique values
0 missing
Eig03_EAnumeric24 unique values
0 missing
ATS3enumeric27 unique values
0 missing
Eig03_EA.bo.numeric24 unique values
0 missing
ATS3inumeric26 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
ATS3mnumeric27 unique values
0 missing
Eig03_EA.ed.numeric25 unique values
0 missing
ATS3pnumeric27 unique values
0 missing
Eig03_EA.ri.numeric26 unique values
0 missing
ATS3snumeric27 unique values
0 missing
Eig04_AEA.bo.numeric21 unique values
0 missing
ATS3vnumeric26 unique values
0 missing
Eig04_AEA.dm.numeric16 unique values
0 missing
ATS4enumeric27 unique values
0 missing
Eig04_AEA.ed.numeric20 unique values
0 missing
ATS4inumeric26 unique values
0 missing
Eig04_AEA.ri.numeric24 unique values
0 missing
ATS4mnumeric25 unique values
0 missing
Eig04_EAnumeric21 unique values
0 missing
ATS4pnumeric27 unique values
0 missing
Eig04_EA.bo.numeric19 unique values
0 missing
ATS4snumeric27 unique values
0 missing
Eig04_EA.dm.numeric6 unique values
0 missing
ATS4vnumeric27 unique values
0 missing
Eig04_EA.ed.numeric23 unique values
0 missing
ATS5enumeric27 unique values
0 missing
Eig04_EA.ri.numeric22 unique values
0 missing
ATS5inumeric25 unique values
0 missing
Eig05_AEA.bo.numeric20 unique values
0 missing
ATS5mnumeric27 unique values
0 missing
Eig05_AEA.dm.numeric21 unique values
0 missing
ATS5pnumeric24 unique values
0 missing
Eig05_AEA.ed.numeric20 unique values
0 missing
ATS5snumeric27 unique values
0 missing
Eig05_AEA.ri.numeric24 unique values
0 missing
ATS5vnumeric25 unique values
0 missing
Eig05_EAnumeric21 unique values
0 missing
ATS6enumeric26 unique values
0 missing
Eig05_EA.bo.numeric22 unique values
0 missing
ATS6inumeric26 unique values
0 missing
Eig05_EA.dm.numeric4 unique values
0 missing
ATS6mnumeric26 unique values
0 missing
Eig05_EA.ed.numeric24 unique values
0 missing
ATS6pnumeric27 unique values
0 missing
Eig05_EA.ri.numeric23 unique values
0 missing
ATS6snumeric27 unique values
0 missing
Eig06_AEA.bo.numeric19 unique values
0 missing
ATS6vnumeric25 unique values
0 missing
Eig06_AEA.dm.numeric23 unique values
0 missing
ATS7enumeric27 unique values
0 missing
Eig06_AEA.ed.numeric22 unique values
0 missing
ATS7inumeric26 unique values
0 missing
Eig06_AEA.ri.numeric20 unique values
0 missing
ATS7mnumeric26 unique values
0 missing
Eig06_EAnumeric21 unique values
0 missing
ATS7pnumeric26 unique values
0 missing
Eig06_EA.bo.numeric19 unique values
0 missing
ATS7snumeric27 unique values
0 missing
Eig06_EA.ed.numeric22 unique values
0 missing
ATS7vnumeric27 unique values
0 missing
Eig06_EA.ri.numeric20 unique values
0 missing
ATS8enumeric26 unique values
0 missing
Eig07_AEA.bo.numeric19 unique values
0 missing
ATS8inumeric27 unique values
0 missing
Eig07_AEA.dm.numeric17 unique values
0 missing
ATS8mnumeric27 unique values
0 missing
Eig07_AEA.ed.numeric21 unique values
0 missing
ATS8pnumeric27 unique values
0 missing
Eig07_AEA.ri.numeric18 unique values
0 missing
ATS8snumeric25 unique values
0 missing
Eig07_EAnumeric18 unique values
0 missing
ATS8vnumeric27 unique values
0 missing
Eig07_EA.bo.numeric21 unique values
0 missing
ATSC1enumeric22 unique values
0 missing
Eig07_EA.ed.numeric21 unique values
0 missing
ATSC1inumeric24 unique values
0 missing
Eig07_EA.ri.numeric21 unique values
0 missing
ATSC1mnumeric24 unique values
0 missing
Eig08_AEA.bo.numeric18 unique values
0 missing
ATSC1pnumeric24 unique values
0 missing
Eig08_AEA.dm.numeric22 unique values
0 missing
ATSC1snumeric27 unique values
0 missing
Eig08_AEA.ed.numeric20 unique values
0 missing
ATSC1vnumeric24 unique values
0 missing
Eig08_AEA.ri.numeric22 unique values
0 missing
ATSC2enumeric25 unique values
0 missing
Eig08_EAnumeric21 unique values
0 missing
ATSC2inumeric26 unique values
0 missing
Eig08_EA.bo.numeric16 unique values
0 missing
ATSC2mnumeric27 unique values
0 missing
Eig08_EA.ed.numeric24 unique values
0 missing
ATSC2pnumeric27 unique values
0 missing
Eig08_EA.ri.numeric22 unique values
0 missing
ATSC2snumeric27 unique values
0 missing
Eig09_AEA.bo.numeric15 unique values
0 missing
ATSC2vnumeric27 unique values
0 missing
Eig09_AEA.dm.numeric17 unique values
0 missing
ATSC3enumeric25 unique values
0 missing
Eig09_AEA.ed.numeric18 unique values
0 missing
ATSC3inumeric26 unique values
0 missing
Eig09_AEA.ri.numeric17 unique values
0 missing
ATSC3mnumeric27 unique values
0 missing
Eig09_EAnumeric16 unique values
0 missing
ATSC3pnumeric27 unique values
0 missing
Eig09_EA.bo.numeric15 unique values
0 missing
ATSC3snumeric27 unique values
0 missing
Eig09_EA.ed.numeric19 unique values
0 missing
ATSC3vnumeric27 unique values
0 missing
Eig09_EA.ri.numeric17 unique values
0 missing
ATSC4enumeric26 unique values
0 missing
Eig10_AEA.bo.numeric22 unique values
0 missing
ATSC4inumeric27 unique values
0 missing
Eig10_AEA.dm.numeric18 unique values
0 missing
ATSC4mnumeric27 unique values
0 missing
Eig10_AEA.ed.numeric17 unique values
0 missing
ATSC4pnumeric27 unique values
0 missing
Eig10_AEA.ri.numeric19 unique values
0 missing
ATSC4snumeric27 unique values
0 missing
Eig10_EAnumeric19 unique values
0 missing
ATSC4vnumeric27 unique values
0 missing
Eig10_EA.bo.numeric23 unique values
0 missing
ATSC5enumeric26 unique values
0 missing
Eig10_EA.ed.numeric16 unique values
0 missing
ATSC5inumeric27 unique values
0 missing
Eig10_EA.ri.numeric19 unique values
0 missing
ATSC5mnumeric27 unique values
0 missing
Eig11_AEA.bo.numeric25 unique values
0 missing
ATSC5pnumeric27 unique values
0 missing
Eig11_AEA.dm.numeric12 unique values
0 missing
ATSC5snumeric27 unique values
0 missing
Eig11_AEA.ed.numeric23 unique values
0 missing
ATSC5vnumeric27 unique values
0 missing
Eig11_AEA.ri.numeric25 unique values
0 missing
ATSC6enumeric27 unique values
0 missing
Eig11_EAnumeric25 unique values
0 missing
ATSC6inumeric25 unique values
0 missing
Eig11_EA.bo.numeric25 unique values
0 missing
ATSC6mnumeric27 unique values
0 missing
Eig11_EA.ed.numeric23 unique values
0 missing
ATSC6pnumeric27 unique values
0 missing
Eig11_EA.ri.numeric26 unique values
0 missing
ATSC6snumeric27 unique values
0 missing
Eig12_AEA.bo.numeric18 unique values
0 missing
ATSC6vnumeric27 unique values
0 missing
Eig12_AEA.dm.numeric25 unique values
0 missing
ATSC7enumeric27 unique values
0 missing
Eig12_AEA.ed.numeric23 unique values
0 missing
ATSC7inumeric27 unique values
0 missing
Eig12_AEA.ri.numeric19 unique values
0 missing
ATSC7mnumeric27 unique values
0 missing
Eig12_EAnumeric20 unique values
0 missing
ATSC7pnumeric27 unique values
0 missing
Eig12_EA.bo.numeric21 unique values
0 missing
ATSC7snumeric27 unique values
0 missing
Eig12_EA.ed.numeric20 unique values
0 missing
ATSC7vnumeric27 unique values
0 missing
Eig12_EA.ri.numeric22 unique values
0 missing
ATSC8enumeric27 unique values
0 missing
Eig13_AEA.bo.numeric17 unique values
0 missing
ATSC8inumeric27 unique values
0 missing
Eig13_AEA.dm.numeric26 unique values
0 missing
ATSC8mnumeric27 unique values
0 missing
Eig13_AEA.ed.numeric22 unique values
0 missing
ATSC8pnumeric27 unique values
0 missing
Eig13_AEA.ri.numeric21 unique values
0 missing
ATSC8snumeric27 unique values
0 missing
Eig13_EAnumeric15 unique values
0 missing
ATSC8vnumeric27 unique values
0 missing
Eig13_EA.bo.numeric20 unique values
0 missing
BACnumeric16 unique values
0 missing
Eig13_EA.ed.numeric18 unique values
0 missing
BBInumeric17 unique values
0 missing
Eig13_EA.ri.numeric23 unique values
0 missing
BIC0numeric19 unique values
0 missing
Eig14_AEA.bo.numeric24 unique values
0 missing
BIC1numeric24 unique values
0 missing
Eig14_AEA.dm.numeric25 unique values
0 missing
BIC2numeric27 unique values
0 missing
Eig14_AEA.ed.numeric20 unique values
0 missing
BIC3numeric21 unique values
0 missing
Eig14_AEA.ri.numeric22 unique values
0 missing
BIC4numeric22 unique values
0 missing
Eig14_EAnumeric17 unique values
0 missing
BIC5numeric20 unique values
0 missing
Eig14_EA.bo.numeric23 unique values
0 missing
BIDnumeric16 unique values
0 missing
Eig14_EA.ed.numeric19 unique values
0 missing
BLInumeric25 unique values
0 missing
Eig14_EA.ri.numeric23 unique values
0 missing
BLTA96numeric22 unique values
0 missing
Eig15_AEA.bo.numeric25 unique values
0 missing
BLTD48numeric22 unique values
0 missing
Eig15_AEA.dm.numeric24 unique values
0 missing
BLTF96numeric23 unique values
0 missing
Eig15_AEA.ed.numeric19 unique values
0 missing
C.numeric18 unique values
0 missing
Eig15_AEA.ri.numeric20 unique values
0 missing
C.001numeric4 unique values
0 missing
Eig15_EAnumeric14 unique values
0 missing
C.002numeric4 unique values
0 missing
Eig15_EA.bo.numeric21 unique values
0 missing
C.003numeric4 unique values
0 missing
Eig15_EA.dm.numeric3 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig15_EA.ed.numeric17 unique values
0 missing
C.006numeric4 unique values
0 missing
Eig15_EA.ri.numeric20 unique values
0 missing
C.007numeric2 unique values
0 missing
Eta_alphanumeric23 unique values
0 missing
C.008numeric3 unique values
0 missing
Eta_alpha_Anumeric18 unique values
0 missing
C.024numeric7 unique values
0 missing
Eta_Bnumeric19 unique values
0 missing
C.025numeric3 unique values
0 missing
Eta_B_Anumeric12 unique values
0 missing
C.026numeric4 unique values
0 missing
Eta_betanumeric21 unique values
0 missing
C.040numeric2 unique values
0 missing
Eta_beta_Anumeric23 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_betaPnumeric7 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_betaP_Anumeric19 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eta_betaSnumeric18 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eta_betaS_Anumeric19 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_Cnumeric27 unique values
0 missing
CATS2D_01_LLnumeric10 unique values
0 missing
Eta_C_Anumeric26 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_epsinumeric23 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
Eta_epsi_Anumeric23 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
Eta_Fnumeric27 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
Eta_F_Anumeric27 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
Eta_FLnumeric23 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
Eta_FL_Anumeric20 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
Eta_Lnumeric27 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
Eta_L_Anumeric21 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
Eta_sh_pnumeric26 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
Eta_sh_ynumeric26 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
F.084numeric3 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
GATS1enumeric23 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
GATS1inumeric24 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
GATS1mnumeric22 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
GATS1pnumeric21 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
GATS1snumeric25 unique values
0 missing
CATS2D_03_LLnumeric11 unique values
0 missing
GATS1vnumeric24 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
GATS2enumeric25 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS2inumeric25 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS2mnumeric27 unique values
0 missing
CATS2D_04_ALnumeric6 unique values
0 missing
GATS2pnumeric24 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
GATS2snumeric27 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS2vnumeric26 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS3enumeric23 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
GATS3inumeric27 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
GATS3mnumeric23 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
GATS3pnumeric23 unique values
0 missing
CATS2D_04_NLnumeric4 unique values
0 missing
GATS3snumeric24 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS3vnumeric25 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GATS4enumeric25 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
GATS4inumeric26 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
GATS4mnumeric26 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS4pnumeric25 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS4snumeric27 unique values
0 missing
CATS2D_05_DLnumeric7 unique values
0 missing
GATS4vnumeric26 unique values
0 missing
CATS2D_05_DNnumeric3 unique values
0 missing
GATS5enumeric27 unique values
0 missing
CATS2D_05_LLnumeric6 unique values
0 missing
GATS5mnumeric25 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
GATS5pnumeric22 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS5snumeric27 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GATS5vnumeric22 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
GATS6enumeric25 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
GATS6inumeric26 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GATS6mnumeric26 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
GATS6snumeric26 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
GATS6vnumeric25 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
GATS7enumeric27 unique values
0 missing
CATS2D_06_LLnumeric7 unique values
0 missing
GATS7mnumeric27 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
GATS7snumeric27 unique values
0 missing
CATS2D_06_NNnumeric2 unique values
0 missing
GATS7vnumeric25 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GATS8enumeric27 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
GATS8inumeric27 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
GATS8mnumeric24 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS8pnumeric23 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GATS8snumeric25 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS8vnumeric27 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
GGI1numeric8 unique values
0 missing
CATS2D_07_DNnumeric3 unique values
0 missing
GGI10numeric16 unique values
0 missing
CATS2D_07_LLnumeric9 unique values
0 missing
GGI2numeric9 unique values
0 missing
CATS2D_07_NNnumeric2 unique values
0 missing
GGI3numeric14 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
GGI4numeric23 unique values
0 missing
CATS2D_08_ALnumeric5 unique values
0 missing
GGI5numeric18 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
GGI6numeric17 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GGI7numeric16 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
GGI8numeric18 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
GGI9numeric18 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
GMTInumeric25 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GMTIVnumeric27 unique values
0 missing
CATS2D_08_LLnumeric11 unique values
0 missing
GNarnumeric22 unique values
0 missing
CATS2D_08_NNnumeric2 unique values
0 missing
H.numeric19 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
H.046numeric8 unique values
0 missing
CATS2D_09_ANnumeric3 unique values
0 missing
H.047numeric11 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
H.048numeric2 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
H.050numeric4 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
H.051numeric4 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
H.052numeric6 unique values
0 missing
CATS2D_09_LLnumeric11 unique values
0 missing
HDcpxnumeric21 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
HNarnumeric22 unique values
0 missing
CENTnumeric25 unique values
0 missing
HVcpxnumeric25 unique values
0 missing
Chi0_AEA.bo.numeric25 unique values
0 missing
Hynumeric23 unique values
0 missing
Chi0_AEA.dm.numeric25 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Chi0_AEA.ed.numeric25 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
Chi0_AEA.ri.numeric25 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
Chi0_EAnumeric25 unique values
0 missing
IACnumeric23 unique values
0 missing
Chi0_EA.bo.numeric24 unique values
0 missing
IC0numeric23 unique values
0 missing
Chi0_EA.dm.numeric20 unique values
0 missing
IC1numeric27 unique values
0 missing
Chi0_EA.ed.numeric25 unique values
0 missing
IC3numeric26 unique values
0 missing
Chi0_EA.ri.numeric27 unique values
0 missing
IC4numeric25 unique values
0 missing
Chi1_AEA.bo.numeric25 unique values
0 missing
IC5numeric24 unique values
0 missing
Chi1_AEA.dm.numeric25 unique values
0 missing
ICRnumeric24 unique values
0 missing
Chi1_AEA.ed.numeric25 unique values
0 missing
IDDEnumeric24 unique values
0 missing
Chi1_AEA.ri.numeric25 unique values
0 missing
IDDMnumeric22 unique values
0 missing
Chi1_EAnumeric25 unique values
0 missing
IDEnumeric25 unique values
0 missing
Chi1_EA.bo.numeric25 unique values
0 missing
IDETnumeric25 unique values
0 missing
Chi1_EA.dm.numeric20 unique values
0 missing
IDMnumeric25 unique values
0 missing
Chi1_EA.ed.numeric25 unique values
0 missing
IDMTnumeric25 unique values
0 missing
Chi1_EA.ri.numeric27 unique values
0 missing
Infective.50numeric2 unique values
0 missing
CIC0numeric23 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
CIC1numeric26 unique values
0 missing
ISIZnumeric15 unique values
0 missing
CIC2numeric26 unique values
0 missing
IVDEnumeric19 unique values
0 missing
CIC3numeric26 unique values
0 missing
IVDMnumeric22 unique values
0 missing
CIC4numeric24 unique values
0 missing
CIC5numeric23 unique values
0 missing
CIDnumeric25 unique values
0 missing
CMC.50numeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
29
Number of instances (rows) of the dataset.
NumberOfFeatures
509
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
508
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
29
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.72
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3KurtosisOfNumericAtts
1.12
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
19110.66
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.
Quartile3MeansOfNumericAtts
4.66
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.
PercentageOfNumericFeatures
99.8
Percentage of numeric 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
-5.39
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.2
Percentage of nominal attributes.
Quartile3SkewnessOfNumericAtts
0.66
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
5.39
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.
Quartile3StdDevOfNumericAtts
0.79
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
8066.24
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.11
First quartile of kurtosis 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.
Quartile1MeansOfNumericAtts
0.65
First quartile of means among attributes of the numeric type.
MeanKurtosisOfNumericAtts
2.24
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
84.1
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.4
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.11
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.15
First quartile of standard deviation of attributes of the numeric type.
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
17.55
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.43
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
0.41
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.78
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
33.86
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
-0.04
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.33
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.1
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2994
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2994
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2994
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2994
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2994
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2994
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2994
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2994
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2994
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2994
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2994
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2994
0 runs - estimation_procedure: 50 times Clustering
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