Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3084

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3084

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: CHEMBL3084 (TID: 11558), and it has 33 rows and 520 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.

522 features

pXC50 (target)numeric22 unique values
0 missing
molecule_id (row identifier)nominal33 unique values
0 missing
Eig01_EAnumeric15 unique values
0 missing
MATS2mnumeric20 unique values
0 missing
MATS3mnumeric21 unique values
0 missing
Eig01_EA.bo.numeric18 unique values
0 missing
MATS2pnumeric22 unique values
0 missing
Eta_Lnumeric22 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
MATS2snumeric21 unique values
0 missing
Eta_L_Anumeric21 unique values
0 missing
Eig01_EA.ed.numeric15 unique values
0 missing
MATS2vnumeric21 unique values
0 missing
GATS3mnumeric21 unique values
0 missing
Eig01_EA.ri.numeric15 unique values
0 missing
MATS3enumeric20 unique values
0 missing
ATS6inumeric21 unique values
0 missing
Eig02_AEA.bo.numeric18 unique values
0 missing
MATS3inumeric21 unique values
0 missing
SsssCHnumeric8 unique values
0 missing
Eig02_AEA.dm.numeric18 unique values
0 missing
MATS3pnumeric22 unique values
0 missing
GATS3pnumeric21 unique values
0 missing
Eig02_AEA.ed.numeric18 unique values
0 missing
MATS3snumeric19 unique values
0 missing
AACnumeric21 unique values
0 missing
Eig02_AEA.ri.numeric16 unique values
0 missing
MATS3vnumeric20 unique values
0 missing
AECCnumeric20 unique values
0 missing
Eig02_EAnumeric16 unique values
0 missing
ALOGPnumeric22 unique values
0 missing
Eig02_EA.bo.numeric20 unique values
0 missing
ALOGP2numeric22 unique values
0 missing
Eig02_EA.dm.numeric6 unique values
0 missing
AMRnumeric22 unique values
0 missing
Eig02_EA.ed.numeric19 unique values
0 missing
AMWnumeric21 unique values
0 missing
Eig02_EA.ri.numeric17 unique values
0 missing
ARRnumeric11 unique values
0 missing
Eig03_AEA.bo.numeric17 unique values
0 missing
ATS1enumeric21 unique values
0 missing
Eig03_AEA.dm.numeric18 unique values
0 missing
ATS1inumeric21 unique values
0 missing
Eig03_AEA.ed.numeric19 unique values
0 missing
ATS1mnumeric21 unique values
0 missing
Eig03_AEA.ri.numeric21 unique values
0 missing
ATS1pnumeric21 unique values
0 missing
Eig03_EAnumeric20 unique values
0 missing
ATS1snumeric22 unique values
0 missing
Eig03_EA.bo.numeric19 unique values
0 missing
ATS1vnumeric21 unique values
0 missing
Eig03_EA.dm.numeric4 unique values
0 missing
ATS2enumeric22 unique values
0 missing
Eig03_EA.ed.numeric20 unique values
0 missing
ATS2inumeric22 unique values
0 missing
Eig03_EA.ri.numeric21 unique values
0 missing
ATS2mnumeric22 unique values
0 missing
Eig04_AEA.bo.numeric20 unique values
0 missing
ATS2pnumeric22 unique values
0 missing
Eig04_AEA.dm.numeric17 unique values
0 missing
ATS2snumeric21 unique values
0 missing
Eig04_AEA.ed.numeric20 unique values
0 missing
ATS2vnumeric22 unique values
0 missing
Eig04_AEA.ri.numeric20 unique values
0 missing
ATS3enumeric22 unique values
0 missing
Eig04_EAnumeric19 unique values
0 missing
ATS3inumeric22 unique values
0 missing
Eig04_EA.bo.numeric20 unique values
0 missing
ATS3mnumeric22 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
ATS3pnumeric22 unique values
0 missing
Eig04_EA.ed.numeric20 unique values
0 missing
ATS3snumeric22 unique values
0 missing
Eig04_EA.ri.numeric19 unique values
0 missing
ATS3vnumeric22 unique values
0 missing
Eig05_AEA.bo.numeric18 unique values
0 missing
ATS4enumeric21 unique values
0 missing
Eig05_AEA.dm.numeric21 unique values
0 missing
ATS4inumeric22 unique values
0 missing
Eig05_AEA.ed.numeric20 unique values
0 missing
ATS4mnumeric22 unique values
0 missing
Eig05_AEA.ri.numeric21 unique values
0 missing
ATS4pnumeric22 unique values
0 missing
Eig05_EAnumeric20 unique values
0 missing
ATS4snumeric22 unique values
0 missing
Eig05_EA.bo.numeric19 unique values
0 missing
ATS4vnumeric22 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
ATS5enumeric22 unique values
0 missing
Eig05_EA.ed.numeric20 unique values
0 missing
ATS5inumeric22 unique values
0 missing
Eig05_EA.ri.numeric22 unique values
0 missing
ATS5mnumeric22 unique values
0 missing
Eig06_AEA.bo.numeric19 unique values
0 missing
ATS5pnumeric22 unique values
0 missing
Eig06_AEA.dm.numeric19 unique values
0 missing
ATS5snumeric22 unique values
0 missing
Eig06_AEA.ed.numeric19 unique values
0 missing
ATS5vnumeric21 unique values
0 missing
Eig06_AEA.ri.numeric21 unique values
0 missing
ATS6enumeric21 unique values
0 missing
Eig06_EAnumeric20 unique values
0 missing
ATS6mnumeric22 unique values
0 missing
Eig06_EA.bo.numeric19 unique values
0 missing
ATS6pnumeric20 unique values
0 missing
Eig06_EA.ed.numeric18 unique values
0 missing
ATS6snumeric22 unique values
0 missing
Eig06_EA.ri.numeric22 unique values
0 missing
ATS6vnumeric22 unique values
0 missing
Eig07_AEA.bo.numeric20 unique values
0 missing
ATS7enumeric22 unique values
0 missing
Eig07_AEA.dm.numeric19 unique values
0 missing
ATS7inumeric22 unique values
0 missing
Eig07_AEA.ed.numeric17 unique values
0 missing
ATS7mnumeric21 unique values
0 missing
Eig07_AEA.ri.numeric19 unique values
0 missing
ATS7pnumeric22 unique values
0 missing
Eig07_EAnumeric17 unique values
0 missing
ATS7snumeric21 unique values
0 missing
Eig07_EA.bo.numeric20 unique values
0 missing
ATS7vnumeric22 unique values
0 missing
Eig07_EA.ed.numeric18 unique values
0 missing
ATS8enumeric21 unique values
0 missing
Eig07_EA.ri.numeric19 unique values
0 missing
ATS8inumeric21 unique values
0 missing
Eig08_AEA.bo.numeric16 unique values
0 missing
ATS8mnumeric22 unique values
0 missing
Eig08_AEA.dm.numeric21 unique values
0 missing
ATS8pnumeric21 unique values
0 missing
Eig08_AEA.ed.numeric17 unique values
0 missing
ATS8snumeric22 unique values
0 missing
Eig08_AEA.ri.numeric18 unique values
0 missing
ATS8vnumeric22 unique values
0 missing
Eig08_EAnumeric16 unique values
0 missing
ATSC1enumeric17 unique values
0 missing
Eig08_EA.bo.numeric19 unique values
0 missing
ATSC1inumeric21 unique values
0 missing
Eig08_EA.ed.numeric18 unique values
0 missing
ATSC1mnumeric21 unique values
0 missing
Eig08_EA.ri.numeric19 unique values
0 missing
ATSC1pnumeric21 unique values
0 missing
Eig09_AEA.bo.numeric14 unique values
0 missing
ATSC1snumeric22 unique values
0 missing
Eig09_AEA.dm.numeric18 unique values
0 missing
ATSC1vnumeric21 unique values
0 missing
Eig09_AEA.ed.numeric20 unique values
0 missing
ATSC2enumeric18 unique values
0 missing
Eig09_AEA.ri.numeric19 unique values
0 missing
ATSC2inumeric22 unique values
0 missing
Eig09_EAnumeric18 unique values
0 missing
ATSC2mnumeric22 unique values
0 missing
Eig09_EA.bo.numeric15 unique values
0 missing
ATSC2pnumeric22 unique values
0 missing
Eig09_EA.ed.numeric17 unique values
0 missing
ATSC2snumeric22 unique values
0 missing
Eig09_EA.ri.numeric19 unique values
0 missing
ATSC2vnumeric22 unique values
0 missing
Eig10_AEA.bo.numeric17 unique values
0 missing
ATSC3enumeric19 unique values
0 missing
Eig10_AEA.dm.numeric17 unique values
0 missing
ATSC3inumeric22 unique values
0 missing
Eig10_AEA.ed.numeric18 unique values
0 missing
ATSC3mnumeric22 unique values
0 missing
Eig10_AEA.ri.numeric19 unique values
0 missing
ATSC3pnumeric22 unique values
0 missing
Eig10_EAnumeric18 unique values
0 missing
ATSC3snumeric22 unique values
0 missing
Eig10_EA.bo.numeric15 unique values
0 missing
ATSC3vnumeric21 unique values
0 missing
Eig10_EA.ed.numeric18 unique values
0 missing
ATSC4enumeric22 unique values
0 missing
Eig10_EA.ri.numeric18 unique values
0 missing
ATSC4inumeric22 unique values
0 missing
Eig11_AEA.bo.numeric18 unique values
0 missing
ATSC4mnumeric22 unique values
0 missing
Eig11_AEA.dm.numeric18 unique values
0 missing
ATSC4pnumeric22 unique values
0 missing
Eig11_AEA.ed.numeric18 unique values
0 missing
ATSC4snumeric22 unique values
0 missing
Eig11_AEA.ri.numeric21 unique values
0 missing
ATSC4vnumeric22 unique values
0 missing
Eig11_EAnumeric20 unique values
0 missing
ATSC5enumeric21 unique values
0 missing
Eig11_EA.bo.numeric20 unique values
0 missing
ATSC5inumeric22 unique values
0 missing
Eig11_EA.ed.numeric20 unique values
0 missing
ATSC5mnumeric22 unique values
0 missing
Eig11_EA.ri.numeric21 unique values
0 missing
ATSC5pnumeric22 unique values
0 missing
Eig12_AEA.bo.numeric20 unique values
0 missing
ATSC5snumeric22 unique values
0 missing
Eig12_AEA.dm.numeric18 unique values
0 missing
ATSC5vnumeric22 unique values
0 missing
Eig12_AEA.ed.numeric19 unique values
0 missing
ATSC6enumeric20 unique values
0 missing
Eig12_AEA.ri.numeric22 unique values
0 missing
ATSC6inumeric22 unique values
0 missing
Eig12_EAnumeric20 unique values
0 missing
ATSC6mnumeric22 unique values
0 missing
Eig12_EA.bo.numeric20 unique values
0 missing
ATSC6pnumeric22 unique values
0 missing
Eig12_EA.ed.numeric19 unique values
0 missing
ATSC6snumeric22 unique values
0 missing
Eig12_EA.ri.numeric20 unique values
0 missing
ATSC6vnumeric22 unique values
0 missing
Eig13_AEA.bo.numeric19 unique values
0 missing
ATSC7enumeric22 unique values
0 missing
Eig13_AEA.dm.numeric19 unique values
0 missing
ATSC7inumeric22 unique values
0 missing
Eig13_AEA.ed.numeric18 unique values
0 missing
ATSC7mnumeric22 unique values
0 missing
Eig13_AEA.ri.numeric20 unique values
0 missing
ATSC7pnumeric22 unique values
0 missing
Eig13_EAnumeric18 unique values
0 missing
ATSC7snumeric22 unique values
0 missing
Eig13_EA.bo.numeric20 unique values
0 missing
ATSC7vnumeric22 unique values
0 missing
Eig13_EA.ed.numeric17 unique values
0 missing
ATSC8enumeric22 unique values
0 missing
Eig13_EA.ri.numeric21 unique values
0 missing
ATSC8inumeric22 unique values
0 missing
Eig14_AEA.bo.numeric17 unique values
0 missing
ATSC8mnumeric22 unique values
0 missing
Eig14_AEA.dm.numeric21 unique values
0 missing
ATSC8pnumeric22 unique values
0 missing
Eig14_AEA.ed.numeric18 unique values
0 missing
ATSC8snumeric22 unique values
0 missing
Eig14_AEA.ri.numeric21 unique values
0 missing
ATSC8vnumeric22 unique values
0 missing
Eig14_EAnumeric16 unique values
0 missing
BACnumeric16 unique values
0 missing
Eig14_EA.bo.numeric16 unique values
0 missing
BBInumeric16 unique values
0 missing
Eig14_EA.ed.numeric15 unique values
0 missing
BIC0numeric19 unique values
0 missing
Eig14_EA.ri.numeric21 unique values
0 missing
BIC1numeric20 unique values
0 missing
Eig15_AEA.bo.numeric17 unique values
0 missing
BIC2numeric19 unique values
0 missing
Eig15_AEA.dm.numeric20 unique values
0 missing
BIC3numeric21 unique values
0 missing
Eig15_AEA.ed.numeric18 unique values
0 missing
BIC4numeric20 unique values
0 missing
Eig15_AEA.ri.numeric13 unique values
0 missing
BIC5numeric18 unique values
0 missing
Eig15_EAnumeric12 unique values
0 missing
BIDnumeric17 unique values
0 missing
Eig15_EA.bo.numeric14 unique values
0 missing
BLInumeric21 unique values
0 missing
Eig15_EA.ed.numeric16 unique values
0 missing
BLTA96numeric21 unique values
0 missing
Eig15_EA.ri.numeric17 unique values
0 missing
BLTD48numeric19 unique values
0 missing
Eta_alphanumeric18 unique values
0 missing
BLTF96numeric19 unique values
0 missing
Eta_alpha_Anumeric13 unique values
0 missing
C.numeric17 unique values
0 missing
Eta_Bnumeric18 unique values
0 missing
C.001numeric5 unique values
0 missing
Eta_B_Anumeric15 unique values
0 missing
C.002numeric7 unique values
0 missing
Eta_betanumeric19 unique values
0 missing
C.003numeric3 unique values
0 missing
Eta_beta_Anumeric20 unique values
0 missing
C.004numeric3 unique values
0 missing
Eta_betaPnumeric13 unique values
0 missing
C.005numeric2 unique values
0 missing
Eta_betaP_Anumeric18 unique values
0 missing
C.006numeric3 unique values
0 missing
Eta_betaSnumeric16 unique values
0 missing
C.007numeric2 unique values
0 missing
Eta_betaS_Anumeric19 unique values
0 missing
C.011numeric2 unique values
0 missing
Eta_Cnumeric22 unique values
0 missing
C.015numeric2 unique values
0 missing
Eta_C_Anumeric19 unique values
0 missing
C.016numeric6 unique values
0 missing
Eta_epsinumeric21 unique values
0 missing
C.017numeric6 unique values
0 missing
Eta_epsi_Anumeric19 unique values
0 missing
C.024numeric6 unique values
0 missing
Eta_Fnumeric22 unique values
0 missing
C.025numeric7 unique values
0 missing
Eta_F_Anumeric22 unique values
0 missing
C.026numeric3 unique values
0 missing
Eta_FLnumeric22 unique values
0 missing
C.027numeric2 unique values
0 missing
Eta_FL_Anumeric21 unique values
0 missing
C.029numeric2 unique values
0 missing
Eta_sh_pnumeric20 unique values
0 missing
C.034numeric2 unique values
0 missing
Eta_sh_xnumeric16 unique values
0 missing
C.037numeric2 unique values
0 missing
Eta_sh_ynumeric21 unique values
0 missing
C.040numeric2 unique values
0 missing
GATS1enumeric18 unique values
0 missing
C.041numeric2 unique values
0 missing
GATS1inumeric20 unique values
0 missing
C.044numeric2 unique values
0 missing
GATS1mnumeric21 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS1pnumeric21 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS1snumeric19 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS1vnumeric20 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
GATS2enumeric21 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
GATS2inumeric21 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
GATS2mnumeric22 unique values
0 missing
CATS2D_01_LLnumeric12 unique values
0 missing
GATS2pnumeric22 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
GATS2snumeric20 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GATS2vnumeric22 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
GATS3enumeric22 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GATS3inumeric22 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
GATS3snumeric22 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
GATS3vnumeric19 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
GATS4enumeric22 unique values
0 missing
CATS2D_02_LLnumeric13 unique values
0 missing
GATS4inumeric22 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
GATS4mnumeric22 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS4pnumeric21 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
GATS4snumeric21 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
GATS4vnumeric20 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
GATS5enumeric22 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS5inumeric21 unique values
0 missing
CATS2D_03_DLnumeric3 unique values
0 missing
GATS5mnumeric22 unique values
0 missing
CATS2D_03_LLnumeric14 unique values
0 missing
GATS5pnumeric21 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
GATS5snumeric20 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS5vnumeric20 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
GATS6enumeric22 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS6inumeric22 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
GATS6mnumeric22 unique values
0 missing
CATS2D_04_LLnumeric15 unique values
0 missing
GATS6pnumeric22 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
GATS6snumeric20 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GATS6vnumeric21 unique values
0 missing
CATS2D_05_ALnumeric9 unique values
0 missing
GATS7enumeric21 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
GATS7inumeric22 unique values
0 missing
CATS2D_05_LLnumeric17 unique values
0 missing
GATS7mnumeric22 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
GATS7pnumeric22 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS7snumeric22 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GATS7vnumeric22 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
GATS8enumeric22 unique values
0 missing
CATS2D_06_ANnumeric3 unique values
0 missing
GATS8inumeric22 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
GATS8mnumeric22 unique values
0 missing
CATS2D_06_LLnumeric14 unique values
0 missing
GATS8pnumeric22 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
GATS8snumeric22 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GATS8vnumeric21 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GGI1numeric10 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
GGI10numeric13 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GGI2numeric12 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
GGI3numeric16 unique values
0 missing
CATS2D_07_LLnumeric15 unique values
0 missing
GGI4numeric20 unique values
0 missing
CATS2D_07_NLnumeric5 unique values
0 missing
GGI5numeric18 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GGI6numeric20 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
GGI7numeric18 unique values
0 missing
CATS2D_08_ALnumeric9 unique values
0 missing
GGI8numeric15 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
GGI9numeric14 unique values
0 missing
CATS2D_08_LLnumeric12 unique values
0 missing
GMTInumeric20 unique values
0 missing
CATS2D_08_NLnumeric4 unique values
0 missing
GMTIVnumeric22 unique values
0 missing
CATS2D_09_ALnumeric7 unique values
0 missing
GNarnumeric20 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
H.numeric17 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
H.046numeric10 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
H.047numeric10 unique values
0 missing
CATS2D_09_LLnumeric11 unique values
0 missing
H.048numeric2 unique values
0 missing
CATS2D_09_NLnumeric5 unique values
0 missing
H.049numeric2 unique values
0 missing
CENTnumeric19 unique values
0 missing
H.050numeric3 unique values
0 missing
Chi0_AEA.bo.numeric20 unique values
0 missing
H.051numeric2 unique values
0 missing
Chi0_AEA.dm.numeric20 unique values
0 missing
H.052numeric3 unique values
0 missing
Chi0_AEA.ed.numeric20 unique values
0 missing
HDcpxnumeric20 unique values
0 missing
Chi0_AEA.ri.numeric20 unique values
0 missing
HNarnumeric20 unique values
0 missing
Chi0_EAnumeric20 unique values
0 missing
HVcpxnumeric20 unique values
0 missing
Chi0_EA.bo.numeric20 unique values
0 missing
Hynumeric17 unique values
0 missing
Chi0_EA.dm.numeric18 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi0_EA.ed.numeric20 unique values
0 missing
IACnumeric21 unique values
0 missing
Chi0_EA.ri.numeric22 unique values
0 missing
IC0numeric21 unique values
0 missing
Chi1_AEA.bo.numeric20 unique values
0 missing
IC1numeric22 unique values
0 missing
Chi1_AEA.dm.numeric20 unique values
0 missing
IC2numeric22 unique values
0 missing
Chi1_AEA.ed.numeric20 unique values
0 missing
IC3numeric22 unique values
0 missing
Chi1_AEA.ri.numeric20 unique values
0 missing
IC4numeric21 unique values
0 missing
Chi1_EAnumeric20 unique values
0 missing
IC5numeric21 unique values
0 missing
Chi1_EA.bo.numeric20 unique values
0 missing
ICRnumeric20 unique values
0 missing
Chi1_EA.dm.numeric18 unique values
0 missing
IDDEnumeric17 unique values
0 missing
Chi1_EA.ed.numeric20 unique values
0 missing
IDDMnumeric19 unique values
0 missing
Chi1_EA.ri.numeric22 unique values
0 missing
IDEnumeric20 unique values
0 missing
CIC0numeric21 unique values
0 missing
IDETnumeric20 unique values
0 missing
CIC1numeric22 unique values
0 missing
IDMnumeric20 unique values
0 missing
CIC2numeric22 unique values
0 missing
IDMTnumeric20 unique values
0 missing
CIC3numeric21 unique values
0 missing
Infective.80numeric2 unique values
0 missing
CIC4numeric21 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
CIC5numeric21 unique values
0 missing
ISIZnumeric15 unique values
0 missing
CIDnumeric20 unique values
0 missing
IVDEnumeric20 unique values
0 missing
Cl.089numeric2 unique values
0 missing
IVDMnumeric20 unique values
0 missing
CMC.80numeric2 unique values
0 missing
JGI1numeric19 unique values
0 missing
cRo5numeric2 unique values
0 missing
JGI10numeric7 unique values
0 missing
CSInumeric20 unique values
0 missing
JGI2numeric19 unique values
0 missing
DBInumeric13 unique values
0 missing
JGI3numeric15 unique values
0 missing
D.Dtr05numeric2 unique values
0 missing
JGI4numeric15 unique values
0 missing
D.Dtr06numeric20 unique values
0 missing
JGI5numeric11 unique values
0 missing
D.Dtr08numeric5 unique values
0 missing
JGI6numeric13 unique values
0 missing
D.Dtr10numeric10 unique values
0 missing
JGI7numeric8 unique values
0 missing
DECCnumeric20 unique values
0 missing
JGI8numeric8 unique values
0 missing
DELSnumeric22 unique values
0 missing
JGI9numeric10 unique values
0 missing
DLS_01numeric3 unique values
0 missing
JGTnumeric20 unique values
0 missing
DLS_02numeric3 unique values
0 missing
LLS_01numeric4 unique values
0 missing
DLS_03numeric4 unique values
0 missing
LLS_02numeric4 unique values
0 missing
DLS_04numeric5 unique values
0 missing
LOCnumeric20 unique values
0 missing
DLS_05numeric2 unique values
0 missing
LPRSnumeric20 unique values
0 missing
DLS_06numeric3 unique values
0 missing
MATS1enumeric17 unique values
0 missing
DLS_consnumeric11 unique values
0 missing
MATS1inumeric19 unique values
0 missing
Dznumeric17 unique values
0 missing
MATS1mnumeric19 unique values
0 missing
ECCnumeric19 unique values
0 missing
MATS1pnumeric20 unique values
0 missing
Eig01_AEA.bo.numeric16 unique values
0 missing
MATS1snumeric18 unique values
0 missing
Eig01_AEA.dm.numeric14 unique values
0 missing
MATS1vnumeric18 unique values
0 missing
Eig01_AEA.ed.numeric14 unique values
0 missing
MATS2enumeric20 unique values
0 missing
Eig01_AEA.ri.numeric17 unique values
0 missing
MATS2inumeric22 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
33
Number of instances (rows) of the dataset.
NumberOfFeatures
522
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
521
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
15.82
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.59
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
1.04
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.58
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
50.96
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
0.78
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.88
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.34
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
33
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.85
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
16619.27
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
3
Third quartile of kurtosis among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.81
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.65
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.74
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.19
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
5.74
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
1.62
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
11237.99
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.36
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.93
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
0.43
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
3.38
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
82.49
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.16
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.24
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.17
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-CHEMBL3084
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3084
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3084
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3084
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3084
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3084
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3084
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3084
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3084
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3084
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3084
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3084
0 runs - estimation_procedure: 50 times Clustering
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