Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5558

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5558

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: CHEMBL5558 (TID: 100101), and it has 30 rows and 458 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.

460 features

pXC50 (target)numeric30 unique values
0 missing
molecule_id (row identifier)nominal30 unique values
0 missing
Eig02_EA.ed.numeric17 unique values
0 missing
Eig01_EA.ri.numeric18 unique values
0 missing
Eig02_EA.ri.numeric20 unique values
0 missing
SpDiam_EA.ri.numeric19 unique values
0 missing
Eig03_AEA.bo.numeric22 unique values
0 missing
SpMax_EA.ri.numeric18 unique values
0 missing
Eig03_AEA.dm.numeric19 unique values
0 missing
BLTA96numeric25 unique values
0 missing
Eig03_AEA.ed.numeric23 unique values
0 missing
BLTD48numeric25 unique values
0 missing
Eig03_AEA.ri.numeric27 unique values
0 missing
BLTF96numeric25 unique values
0 missing
Eig03_EAnumeric24 unique values
0 missing
MLOGPnumeric25 unique values
0 missing
Eig03_EA.bo.numeric14 unique values
0 missing
MLOGP2numeric25 unique values
0 missing
Eig03_EA.dm.numeric12 unique values
0 missing
DBInumeric17 unique values
0 missing
Eig03_EA.ed.numeric23 unique values
0 missing
ALOGPnumeric28 unique values
0 missing
Eig03_EA.ri.numeric23 unique values
0 missing
ALOGP2numeric28 unique values
0 missing
Eig04_AEA.bo.numeric24 unique values
0 missing
AACnumeric25 unique values
0 missing
Eig04_AEA.dm.numeric24 unique values
0 missing
AECCnumeric21 unique values
0 missing
Eig04_AEA.ed.numeric24 unique values
0 missing
AMRnumeric28 unique values
0 missing
Eig04_AEA.ri.numeric23 unique values
0 missing
AMWnumeric25 unique values
0 missing
Eig04_EAnumeric22 unique values
0 missing
ARRnumeric16 unique values
0 missing
Eig04_EA.bo.numeric24 unique values
0 missing
ATS1enumeric24 unique values
0 missing
Eig04_EA.dm.numeric7 unique values
0 missing
ATS1inumeric25 unique values
0 missing
Eig04_EA.ed.numeric24 unique values
0 missing
ATS1mnumeric24 unique values
0 missing
Eig04_EA.ri.numeric26 unique values
0 missing
ATS1pnumeric24 unique values
0 missing
Eig05_AEA.bo.numeric18 unique values
0 missing
ATS1snumeric27 unique values
0 missing
Eig05_AEA.dm.numeric16 unique values
0 missing
ATS1vnumeric26 unique values
0 missing
Eig05_AEA.ed.numeric24 unique values
0 missing
ATS2enumeric26 unique values
0 missing
Eig05_AEA.ri.numeric25 unique values
0 missing
ATS2inumeric25 unique values
0 missing
Eig05_EAnumeric24 unique values
0 missing
ATS2mnumeric26 unique values
0 missing
Eig05_EA.bo.numeric17 unique values
0 missing
ATS2pnumeric27 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
ATS2snumeric29 unique values
0 missing
Eig05_EA.ed.numeric24 unique values
0 missing
ATS2vnumeric26 unique values
0 missing
Eig05_EA.ri.numeric28 unique values
0 missing
ATS3enumeric28 unique values
0 missing
Eig06_AEA.bo.numeric20 unique values
0 missing
ATS3inumeric26 unique values
0 missing
Eig06_AEA.dm.numeric27 unique values
0 missing
ATS3mnumeric29 unique values
0 missing
Eig06_AEA.ed.numeric17 unique values
0 missing
ATS3pnumeric29 unique values
0 missing
Eig06_AEA.ri.numeric18 unique values
0 missing
ATS3snumeric29 unique values
0 missing
Eig06_EAnumeric16 unique values
0 missing
ATS3vnumeric28 unique values
0 missing
Eig06_EA.bo.numeric22 unique values
0 missing
ATS4enumeric28 unique values
0 missing
Eig06_EA.ed.numeric17 unique values
0 missing
ATS4inumeric27 unique values
0 missing
Eig06_EA.ri.numeric18 unique values
0 missing
ATS4mnumeric29 unique values
0 missing
Eig07_AEA.bo.numeric23 unique values
0 missing
ATS4pnumeric29 unique values
0 missing
Eig07_AEA.dm.numeric21 unique values
0 missing
ATS4snumeric28 unique values
0 missing
Eig07_AEA.ed.numeric19 unique values
0 missing
ATS4vnumeric29 unique values
0 missing
Eig07_AEA.ri.numeric24 unique values
0 missing
ATS5enumeric29 unique values
0 missing
Eig07_EAnumeric22 unique values
0 missing
ATS5inumeric28 unique values
0 missing
Eig07_EA.bo.numeric24 unique values
0 missing
ATS5mnumeric29 unique values
0 missing
Eig07_EA.ed.numeric20 unique values
0 missing
ATS5pnumeric27 unique values
0 missing
Eig07_EA.ri.numeric24 unique values
0 missing
ATS5snumeric28 unique values
0 missing
Eig08_AEA.bo.numeric20 unique values
0 missing
ATS5vnumeric29 unique values
0 missing
Eig08_AEA.dm.numeric23 unique values
0 missing
ATS6enumeric29 unique values
0 missing
Eig08_AEA.ed.numeric18 unique values
0 missing
ATS6inumeric27 unique values
0 missing
Eig08_AEA.ri.numeric22 unique values
0 missing
ATS6mnumeric29 unique values
0 missing
Eig08_EAnumeric18 unique values
0 missing
ATS6pnumeric27 unique values
0 missing
Eig08_EA.bo.numeric17 unique values
0 missing
ATS6snumeric28 unique values
0 missing
Eig08_EA.ed.numeric18 unique values
0 missing
ATS6vnumeric29 unique values
0 missing
Eig08_EA.ri.numeric20 unique values
0 missing
ATS7enumeric29 unique values
0 missing
Eig09_AEA.bo.numeric15 unique values
0 missing
ATS7inumeric27 unique values
0 missing
Eig09_AEA.dm.numeric20 unique values
0 missing
ATS7mnumeric29 unique values
0 missing
Eig09_AEA.ed.numeric14 unique values
0 missing
ATS7pnumeric28 unique values
0 missing
Eig09_AEA.ri.numeric18 unique values
0 missing
ATS7snumeric28 unique values
0 missing
Eig09_EAnumeric14 unique values
0 missing
ATS7vnumeric28 unique values
0 missing
Eig09_EA.bo.numeric16 unique values
0 missing
ATS8enumeric28 unique values
0 missing
Eig09_EA.ed.numeric14 unique values
0 missing
ATS8inumeric28 unique values
0 missing
Eig09_EA.ri.numeric18 unique values
0 missing
ATS8mnumeric29 unique values
0 missing
Eig10_AEA.bo.numeric17 unique values
0 missing
ATS8pnumeric29 unique values
0 missing
Eig10_AEA.dm.numeric14 unique values
0 missing
ATS8snumeric29 unique values
0 missing
Eig10_AEA.ed.numeric20 unique values
0 missing
ATS8vnumeric29 unique values
0 missing
Eig10_AEA.ri.numeric24 unique values
0 missing
ATSC1enumeric23 unique values
0 missing
Eig10_EAnumeric15 unique values
0 missing
ATSC1inumeric25 unique values
0 missing
Eig10_EA.bo.numeric19 unique values
0 missing
ATSC1mnumeric26 unique values
0 missing
Eig10_EA.ed.numeric19 unique values
0 missing
ATSC1pnumeric26 unique values
0 missing
Eig10_EA.ri.numeric23 unique values
0 missing
ATSC1snumeric29 unique values
0 missing
Eig11_AEA.bo.numeric18 unique values
0 missing
ATSC1vnumeric26 unique values
0 missing
Eig11_AEA.dm.numeric19 unique values
0 missing
ATSC2enumeric25 unique values
0 missing
Eig11_AEA.ed.numeric21 unique values
0 missing
ATSC2inumeric26 unique values
0 missing
Eig11_AEA.ri.numeric24 unique values
0 missing
ATSC2mnumeric26 unique values
0 missing
Eig11_EAnumeric18 unique values
0 missing
ATSC2pnumeric26 unique values
0 missing
Eig11_EA.bo.numeric20 unique values
0 missing
ATSC2snumeric29 unique values
0 missing
Eig11_EA.ed.numeric21 unique values
0 missing
ATSC2vnumeric27 unique values
0 missing
Eig11_EA.ri.numeric22 unique values
0 missing
ATSC3enumeric28 unique values
0 missing
Eig12_AEA.bo.numeric21 unique values
0 missing
ATSC3inumeric28 unique values
0 missing
Eig12_AEA.dm.numeric20 unique values
0 missing
ATSC3mnumeric29 unique values
0 missing
Eig12_AEA.ed.numeric22 unique values
0 missing
ATSC3pnumeric29 unique values
0 missing
Eig12_AEA.ri.numeric21 unique values
0 missing
ATSC3snumeric29 unique values
0 missing
Eig12_EAnumeric16 unique values
0 missing
ATSC3vnumeric29 unique values
0 missing
Eig12_EA.bo.numeric17 unique values
0 missing
ATSC4enumeric28 unique values
0 missing
Eig12_EA.ed.numeric17 unique values
0 missing
ATSC4inumeric27 unique values
0 missing
Eig12_EA.ri.numeric21 unique values
0 missing
ATSC4mnumeric29 unique values
0 missing
Eig13_AEA.bo.numeric20 unique values
0 missing
ATSC4pnumeric28 unique values
0 missing
Eig13_AEA.dm.numeric17 unique values
0 missing
ATSC4snumeric29 unique values
0 missing
Eig13_AEA.ed.numeric19 unique values
0 missing
ATSC4vnumeric29 unique values
0 missing
Eig13_AEA.ri.numeric21 unique values
0 missing
ATSC5enumeric29 unique values
0 missing
Eig13_EAnumeric23 unique values
0 missing
ATSC5inumeric28 unique values
0 missing
Eig13_EA.bo.numeric22 unique values
0 missing
ATSC5mnumeric29 unique values
0 missing
Eig13_EA.ed.numeric22 unique values
0 missing
ATSC5pnumeric29 unique values
0 missing
Eig13_EA.ri.numeric22 unique values
0 missing
ATSC5snumeric29 unique values
0 missing
Eig14_AEA.bo.numeric23 unique values
0 missing
ATSC5vnumeric29 unique values
0 missing
Eig14_AEA.dm.numeric23 unique values
0 missing
ATSC6enumeric27 unique values
0 missing
Eig14_AEA.ed.numeric15 unique values
0 missing
ATSC6inumeric29 unique values
0 missing
Eig14_AEA.ri.numeric21 unique values
0 missing
ATSC6mnumeric29 unique values
0 missing
Eig14_EAnumeric19 unique values
0 missing
ATSC6pnumeric28 unique values
0 missing
Eig14_EA.bo.numeric20 unique values
0 missing
ATSC6snumeric29 unique values
0 missing
Eig14_EA.ed.numeric22 unique values
0 missing
ATSC6vnumeric29 unique values
0 missing
Eig14_EA.ri.numeric27 unique values
0 missing
ATSC7enumeric27 unique values
0 missing
Eig15_AEA.bo.numeric23 unique values
0 missing
ATSC7inumeric29 unique values
0 missing
Eig15_AEA.dm.numeric26 unique values
0 missing
ATSC7mnumeric29 unique values
0 missing
Eig15_AEA.ed.numeric10 unique values
0 missing
ATSC7pnumeric29 unique values
0 missing
Eig15_AEA.ri.numeric15 unique values
0 missing
ATSC7snumeric29 unique values
0 missing
Eig15_EAnumeric14 unique values
0 missing
ATSC7vnumeric29 unique values
0 missing
Eig15_EA.bo.numeric14 unique values
0 missing
ATSC8enumeric29 unique values
0 missing
Eig15_EA.ed.numeric20 unique values
0 missing
ATSC8inumeric28 unique values
0 missing
Eig15_EA.ri.numeric24 unique values
0 missing
ATSC8mnumeric29 unique values
0 missing
Eta_alphanumeric23 unique values
0 missing
ATSC8pnumeric29 unique values
0 missing
Eta_alpha_Anumeric18 unique values
0 missing
ATSC8snumeric29 unique values
0 missing
Eta_Bnumeric21 unique values
0 missing
ATSC8vnumeric29 unique values
0 missing
Eta_B_Anumeric16 unique values
0 missing
BACnumeric13 unique values
0 missing
Eta_betanumeric20 unique values
0 missing
BBInumeric13 unique values
0 missing
Eta_beta_Anumeric25 unique values
0 missing
BIC0numeric23 unique values
0 missing
Eta_betaPnumeric8 unique values
0 missing
BIC1numeric26 unique values
0 missing
Eta_betaP_Anumeric18 unique values
0 missing
BIC2numeric26 unique values
0 missing
Eta_betaSnumeric19 unique values
0 missing
BIC3numeric26 unique values
0 missing
Eta_betaS_Anumeric20 unique values
0 missing
BIC4numeric26 unique values
0 missing
Eta_Cnumeric29 unique values
0 missing
BIC5numeric26 unique values
0 missing
Eta_C_Anumeric27 unique values
0 missing
BIDnumeric14 unique values
0 missing
Eta_epsinumeric25 unique values
0 missing
BLInumeric29 unique values
0 missing
Eta_epsi_Anumeric24 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eta_Fnumeric29 unique values
0 missing
Br.095numeric2 unique values
0 missing
Eta_F_Anumeric29 unique values
0 missing
C.numeric18 unique values
0 missing
Eta_FLnumeric28 unique values
0 missing
C.001numeric6 unique values
0 missing
Eta_FL_Anumeric21 unique values
0 missing
C.002numeric7 unique values
0 missing
Eta_Lnumeric29 unique values
0 missing
C.003numeric4 unique values
0 missing
Eta_L_Anumeric23 unique values
0 missing
C.004numeric3 unique values
0 missing
Eta_sh_pnumeric23 unique values
0 missing
C.005numeric3 unique values
0 missing
Eta_sh_xnumeric15 unique values
0 missing
C.006numeric5 unique values
0 missing
Eta_sh_ynumeric25 unique values
0 missing
C.008numeric2 unique values
0 missing
F.081numeric2 unique values
0 missing
C.011numeric3 unique values
0 missing
F.083numeric3 unique values
0 missing
C.013numeric3 unique values
0 missing
F.084numeric3 unique values
0 missing
C.016numeric2 unique values
0 missing
GATS1enumeric25 unique values
0 missing
C.024numeric8 unique values
0 missing
GATS1inumeric26 unique values
0 missing
C.025numeric4 unique values
0 missing
GATS1mnumeric26 unique values
0 missing
C.026numeric3 unique values
0 missing
GATS1pnumeric25 unique values
0 missing
C.027numeric4 unique values
0 missing
GATS1snumeric27 unique values
0 missing
C.028numeric3 unique values
0 missing
GATS1vnumeric26 unique values
0 missing
C.029numeric2 unique values
0 missing
GATS2enumeric26 unique values
0 missing
C.034numeric2 unique values
0 missing
GATS2inumeric27 unique values
0 missing
C.038numeric2 unique values
0 missing
GATS2mnumeric25 unique values
0 missing
C.040numeric3 unique values
0 missing
GATS2pnumeric27 unique values
0 missing
C.041numeric2 unique values
0 missing
GATS2snumeric27 unique values
0 missing
C.043numeric2 unique values
0 missing
GATS2vnumeric24 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
GATS3enumeric29 unique values
0 missing
CATS2D_01_LLnumeric12 unique values
0 missing
GATS3inumeric27 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GATS3mnumeric26 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
GATS3pnumeric29 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS3snumeric29 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
GATS3vnumeric29 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
GATS4enumeric28 unique values
0 missing
CATS2D_02_LLnumeric14 unique values
0 missing
GATS4inumeric28 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS4mnumeric29 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
GATS4pnumeric28 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS4snumeric28 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
GATS4vnumeric27 unique values
0 missing
CATS2D_03_LLnumeric14 unique values
0 missing
GATS5enumeric29 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS5inumeric27 unique values
0 missing
CATS2D_04_ALnumeric10 unique values
0 missing
GATS5mnumeric26 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS5pnumeric27 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS5snumeric29 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
GATS5vnumeric28 unique values
0 missing
CATS2D_04_LLnumeric11 unique values
0 missing
GATS6enumeric29 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GATS6inumeric29 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
GATS6mnumeric29 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS6pnumeric28 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
GATS6snumeric29 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
GATS6vnumeric29 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GATS7enumeric28 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
GATS7inumeric28 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS7mnumeric28 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
GATS7pnumeric28 unique values
0 missing
CATS2D_06_LLnumeric12 unique values
0 missing
GATS7snumeric27 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
GATS7vnumeric29 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
GATS8enumeric29 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GATS8inumeric29 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
GATS8mnumeric25 unique values
0 missing
CATS2D_07_LLnumeric10 unique values
0 missing
GATS8pnumeric27 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GATS8snumeric29 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
GATS8vnumeric28 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
GGI1numeric10 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GGI10numeric18 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
GGI2numeric10 unique values
0 missing
CATS2D_08_LLnumeric10 unique values
0 missing
GGI3numeric17 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GGI4numeric21 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
GGI5numeric20 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
GGI6numeric22 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GGI7numeric21 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
GGI8numeric19 unique values
0 missing
CATS2D_09_LLnumeric8 unique values
0 missing
GGI9numeric22 unique values
0 missing
CENTnumeric24 unique values
0 missing
GMTInumeric24 unique values
0 missing
Chi0_AEA.bo.numeric23 unique values
0 missing
GMTIVnumeric29 unique values
0 missing
Chi0_AEA.dm.numeric23 unique values
0 missing
GNarnumeric20 unique values
0 missing
Chi0_AEA.ed.numeric23 unique values
0 missing
H.numeric22 unique values
0 missing
Chi0_AEA.ri.numeric23 unique values
0 missing
H.046numeric7 unique values
0 missing
Chi0_EAnumeric23 unique values
0 missing
H.047numeric9 unique values
0 missing
Chi0_EA.bo.numeric24 unique values
0 missing
H.049numeric4 unique values
0 missing
Chi0_EA.dm.numeric26 unique values
0 missing
H.050numeric3 unique values
0 missing
Chi0_EA.ed.numeric24 unique values
0 missing
H.051numeric3 unique values
0 missing
Chi0_EA.ri.numeric29 unique values
0 missing
H.052numeric9 unique values
0 missing
Chi1_AEA.bo.numeric24 unique values
0 missing
Chi1_AEA.dm.numeric24 unique values
0 missing
Chi1_AEA.ed.numeric24 unique values
0 missing
Chi1_AEA.ri.numeric24 unique values
0 missing
Chi1_EAnumeric24 unique values
0 missing
Chi1_EA.bo.numeric25 unique values
0 missing
Chi1_EA.dm.numeric27 unique values
0 missing
Chi1_EA.ed.numeric24 unique values
0 missing
Chi1_EA.ri.numeric29 unique values
0 missing
CIC0numeric25 unique values
0 missing
CIC1numeric27 unique values
0 missing
CIC2numeric29 unique values
0 missing
CIC3numeric26 unique values
0 missing
CIC4numeric25 unique values
0 missing
CIC5numeric25 unique values
0 missing
CIDnumeric21 unique values
0 missing
Cl.089numeric3 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
CSInumeric24 unique values
0 missing
D.Dtr03numeric3 unique values
0 missing
D.Dtr05numeric3 unique values
0 missing
D.Dtr06numeric25 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
DECCnumeric22 unique values
0 missing
DELSnumeric29 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
DLS_01numeric2 unique values
0 missing
DLS_02numeric3 unique values
0 missing
DLS_03numeric2 unique values
0 missing
DLS_04numeric4 unique values
0 missing
DLS_05numeric2 unique values
0 missing
DLS_06numeric2 unique values
0 missing
DLS_07numeric2 unique values
0 missing
DLS_consnumeric9 unique values
0 missing
Dznumeric23 unique values
0 missing
ECCnumeric19 unique values
0 missing
Eig01_AEA.bo.numeric16 unique values
0 missing
Eig01_AEA.dm.numeric16 unique values
0 missing
Eig01_AEA.ed.numeric17 unique values
0 missing
Eig01_AEA.ri.numeric20 unique values
0 missing
Eig01_EAnumeric17 unique values
0 missing
Eig01_EA.bo.numeric13 unique values
0 missing
Eig01_EA.dm.numeric10 unique values
0 missing
Eig01_EA.ed.numeric15 unique values
0 missing
Eig02_AEA.bo.numeric18 unique values
0 missing
Eig02_AEA.dm.numeric21 unique values
0 missing
Eig02_AEA.ed.numeric15 unique values
0 missing
Eig02_AEA.ri.numeric18 unique values
0 missing
Eig02_EAnumeric18 unique values
0 missing
Eig02_EA.bo.numeric23 unique values
0 missing
Eig02_EA.dm.numeric7 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
30
Number of instances (rows) of the dataset.
NumberOfFeatures
460
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
459
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.73
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
3.29
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
83.78
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.43
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.16
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.27
Average class difference between consecutive instances.
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.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
1.42
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
15.33
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
1.11
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2
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.
MeanStdDevOfNumericAtts
32.98
Mean standard deviation of 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.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
1.09
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.15
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.32
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
30
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.15
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
24603.23
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
3.49
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
99.78
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.09
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.48
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.22
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
5.48
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.68
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
10560
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.24
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.95
Third quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5558
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5558
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5558
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5558
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5558
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5558
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5558
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5558
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5558
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5558
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5558
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5558
0 runs - estimation_procedure: 50 times Clustering
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