Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2079848

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2079848

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: CHEMBL2079848 (TID: 104669), and it has 40 rows and 450 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.

452 features

pXC50 (target)numeric31 unique values
0 missing
molecule_id (row identifier)nominal40 unique values
0 missing
DLS_05numeric2 unique values
0 missing
Eig05_EAnumeric16 unique values
0 missing
DLS_06numeric2 unique values
0 missing
Eig07_AEA.ed.numeric14 unique values
0 missing
DLS_consnumeric13 unique values
0 missing
SM13_AEA.bo.numeric16 unique values
0 missing
Dznumeric24 unique values
0 missing
ATS2snumeric38 unique values
0 missing
ECCnumeric18 unique values
0 missing
PCDnumeric18 unique values
0 missing
Eig01_AEA.dm.numeric19 unique values
0 missing
piPC03numeric16 unique values
0 missing
Eig01_AEA.ed.numeric7 unique values
0 missing
piPC05numeric16 unique values
0 missing
Eig01_AEA.ri.numeric12 unique values
0 missing
Eig05_AEA.ri.numeric21 unique values
0 missing
Eig01_EA.bo.numeric7 unique values
0 missing
Eig05_EA.ri.numeric24 unique values
0 missing
Eig01_EA.dm.numeric7 unique values
0 missing
piPC06numeric19 unique values
0 missing
Eig01_EA.ri.numeric10 unique values
0 missing
SM04_EA.bo.numeric19 unique values
0 missing
Eig02_AEA.bo.numeric12 unique values
0 missing
Eig05_AEA.ed.numeric10 unique values
0 missing
Eig02_AEA.dm.numeric19 unique values
0 missing
Eig05_EA.ed.numeric12 unique values
0 missing
Eig02_AEA.ed.numeric11 unique values
0 missing
Eig06_AEA.bo.numeric17 unique values
0 missing
Eig02_AEA.ri.numeric26 unique values
0 missing
Eig07_AEA.bo.numeric15 unique values
0 missing
Eig02_EAnumeric17 unique values
0 missing
Eig07_EA.bo.numeric15 unique values
0 missing
Eig02_EA.bo.numeric12 unique values
0 missing
Eig08_EA.bo.numeric15 unique values
0 missing
Eig02_EA.dm.numeric4 unique values
0 missing
piPC04numeric17 unique values
0 missing
Eig02_EA.ed.numeric15 unique values
0 missing
SM14_AEA.dm.numeric12 unique values
0 missing
Eig02_EA.ri.numeric24 unique values
0 missing
piPC02numeric13 unique values
0 missing
Eig03_AEA.bo.numeric17 unique values
0 missing
SM02_EA.bo.numeric13 unique values
0 missing
Eig03_AEA.dm.numeric16 unique values
0 missing
SM03_AEA.bo.numeric20 unique values
0 missing
Eig03_AEA.ed.numeric16 unique values
0 missing
SM04_AEA.bo.numeric20 unique values
0 missing
Eig03_AEA.ri.numeric33 unique values
0 missing
SM04_EAnumeric19 unique values
0 missing
Eig03_EAnumeric18 unique values
0 missing
MATS7inumeric37 unique values
0 missing
Eig03_EA.bo.numeric12 unique values
0 missing
SpMin1_Bh.s.numeric15 unique values
0 missing
Eig03_EA.dm.numeric4 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
Eig03_EA.ed.numeric17 unique values
0 missing
Eig01_AEA.bo.numeric7 unique values
0 missing
Eig03_EA.ri.numeric31 unique values
0 missing
Eig01_EAnumeric7 unique values
0 missing
Eig04_AEA.bo.numeric19 unique values
0 missing
Eig01_EA.ed.numeric6 unique values
0 missing
Eig04_AEA.dm.numeric25 unique values
0 missing
GATS1enumeric35 unique values
0 missing
Eig04_AEA.ed.numeric15 unique values
0 missing
SM09_AEA.bo.numeric7 unique values
0 missing
Eig04_AEA.ri.numeric25 unique values
0 missing
SM10_AEA.dm.numeric6 unique values
0 missing
Eig04_EAnumeric17 unique values
0 missing
SpDiam_EAnumeric7 unique values
0 missing
Eig04_EA.bo.numeric16 unique values
0 missing
SpMax_AEA.bo.numeric7 unique values
0 missing
Eig04_EA.dm.numeric6 unique values
0 missing
SpMax_EAnumeric7 unique values
0 missing
Eig04_EA.ed.numeric16 unique values
0 missing
SpMax_EA.ed.numeric6 unique values
0 missing
Eig04_EA.ri.numeric28 unique values
0 missing
SpMin6_Bh.e.numeric22 unique values
0 missing
Eig05_AEA.bo.numeric18 unique values
0 missing
SpMin6_Bh.i.numeric21 unique values
0 missing
Eig05_AEA.dm.numeric20 unique values
0 missing
AACnumeric36 unique values
0 missing
Eig05_EA.bo.numeric19 unique values
0 missing
AECCnumeric18 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
ALOGPnumeric39 unique values
0 missing
Eig06_AEA.dm.numeric22 unique values
0 missing
ALOGP2numeric39 unique values
0 missing
Eig06_AEA.ed.numeric15 unique values
0 missing
AMRnumeric39 unique values
0 missing
Eig06_AEA.ri.numeric27 unique values
0 missing
AMWnumeric34 unique values
0 missing
Eig06_EAnumeric16 unique values
0 missing
ARRnumeric12 unique values
0 missing
Eig06_EA.bo.numeric19 unique values
0 missing
ATS1enumeric37 unique values
0 missing
Eig06_EA.ed.numeric18 unique values
0 missing
ATS1inumeric35 unique values
0 missing
Eig06_EA.ri.numeric28 unique values
0 missing
ATS1mnumeric38 unique values
0 missing
Eig07_AEA.dm.numeric24 unique values
0 missing
ATS1pnumeric37 unique values
0 missing
Eig07_AEA.ri.numeric28 unique values
0 missing
ATS1snumeric36 unique values
0 missing
Eig07_EAnumeric16 unique values
0 missing
ATS1vnumeric37 unique values
0 missing
Eig07_EA.ed.numeric13 unique values
0 missing
ATS2enumeric36 unique values
0 missing
Eig07_EA.ri.numeric32 unique values
0 missing
ATS2inumeric37 unique values
0 missing
Eig08_AEA.bo.numeric14 unique values
0 missing
ATS2mnumeric38 unique values
0 missing
Eig08_AEA.dm.numeric21 unique values
0 missing
ATS2pnumeric36 unique values
0 missing
Eig08_AEA.ed.numeric15 unique values
0 missing
ATS2vnumeric38 unique values
0 missing
Eig08_AEA.ri.numeric25 unique values
0 missing
ATS3enumeric38 unique values
0 missing
Eig08_EAnumeric14 unique values
0 missing
ATS3inumeric35 unique values
0 missing
Eig08_EA.ed.numeric17 unique values
0 missing
ATS3mnumeric37 unique values
0 missing
Eig08_EA.ri.numeric26 unique values
0 missing
ATS3pnumeric35 unique values
0 missing
Eig09_AEA.bo.numeric8 unique values
0 missing
ATS3snumeric38 unique values
0 missing
Eig09_AEA.dm.numeric24 unique values
0 missing
ATS3vnumeric39 unique values
0 missing
Eig09_AEA.ed.numeric17 unique values
0 missing
ATS4enumeric36 unique values
0 missing
Eig09_AEA.ri.numeric31 unique values
0 missing
ATS4inumeric38 unique values
0 missing
Eig09_EAnumeric18 unique values
0 missing
ATS4mnumeric37 unique values
0 missing
Eig09_EA.bo.numeric8 unique values
0 missing
ATS4pnumeric37 unique values
0 missing
Eig09_EA.ed.numeric20 unique values
0 missing
ATS4snumeric36 unique values
0 missing
Eig09_EA.ri.numeric32 unique values
0 missing
ATS4vnumeric35 unique values
0 missing
Eig10_AEA.bo.numeric16 unique values
0 missing
ATS5enumeric39 unique values
0 missing
Eig10_AEA.dm.numeric24 unique values
0 missing
ATS5inumeric38 unique values
0 missing
Eig10_AEA.ed.numeric18 unique values
0 missing
ATS5mnumeric38 unique values
0 missing
Eig10_AEA.ri.numeric26 unique values
0 missing
ATS5pnumeric37 unique values
0 missing
Eig10_EAnumeric17 unique values
0 missing
ATS5snumeric36 unique values
0 missing
Eig10_EA.bo.numeric16 unique values
0 missing
ATS5vnumeric38 unique values
0 missing
Eig10_EA.ed.numeric20 unique values
0 missing
ATS6enumeric34 unique values
0 missing
Eig10_EA.ri.numeric28 unique values
0 missing
ATS6inumeric36 unique values
0 missing
Eig11_AEA.bo.numeric9 unique values
0 missing
ATS6mnumeric37 unique values
0 missing
Eig11_AEA.dm.numeric23 unique values
0 missing
ATS6pnumeric37 unique values
0 missing
Eig11_AEA.ed.numeric14 unique values
0 missing
ATS6snumeric36 unique values
0 missing
Eig11_AEA.ri.numeric29 unique values
0 missing
ATS6vnumeric38 unique values
0 missing
Eig11_EAnumeric18 unique values
0 missing
ATS7enumeric37 unique values
0 missing
Eig11_EA.bo.numeric9 unique values
0 missing
ATS7inumeric38 unique values
0 missing
Eig11_EA.ed.numeric17 unique values
0 missing
ATS7mnumeric39 unique values
0 missing
Eig11_EA.ri.numeric31 unique values
0 missing
ATS7pnumeric34 unique values
0 missing
Eig12_AEA.bo.numeric5 unique values
0 missing
ATS7snumeric39 unique values
0 missing
Eig12_AEA.dm.numeric22 unique values
0 missing
ATS7vnumeric37 unique values
0 missing
Eig12_AEA.ed.numeric11 unique values
0 missing
ATS8enumeric35 unique values
0 missing
Eig12_AEA.ri.numeric17 unique values
0 missing
ATS8inumeric37 unique values
0 missing
Eig12_EAnumeric9 unique values
0 missing
ATS8mnumeric35 unique values
0 missing
Eig12_EA.bo.numeric5 unique values
0 missing
ATS8pnumeric38 unique values
0 missing
Eig12_EA.ed.numeric9 unique values
0 missing
ATS8snumeric35 unique values
0 missing
Eig12_EA.ri.numeric17 unique values
0 missing
ATS8vnumeric38 unique values
0 missing
Eig13_AEA.bo.numeric11 unique values
0 missing
ATSC1enumeric26 unique values
0 missing
Eig13_AEA.dm.numeric16 unique values
0 missing
ATSC1inumeric37 unique values
0 missing
Eig13_AEA.ed.numeric10 unique values
0 missing
ATSC1mnumeric39 unique values
0 missing
Eig13_AEA.ri.numeric10 unique values
0 missing
ATSC1pnumeric39 unique values
0 missing
Eig13_EAnumeric7 unique values
0 missing
ATSC1snumeric39 unique values
0 missing
Eig13_EA.bo.numeric13 unique values
0 missing
ATSC1vnumeric39 unique values
0 missing
Eig13_EA.ed.numeric12 unique values
0 missing
ATSC2enumeric36 unique values
0 missing
Eig13_EA.ri.numeric11 unique values
0 missing
ATSC2inumeric38 unique values
0 missing
Eig14_AEA.bo.numeric17 unique values
0 missing
ATSC2mnumeric39 unique values
0 missing
Eig14_AEA.dm.numeric14 unique values
0 missing
ATSC2pnumeric39 unique values
0 missing
Eig14_AEA.ed.numeric14 unique values
0 missing
ATSC2snumeric39 unique values
0 missing
Eig14_AEA.ri.numeric12 unique values
0 missing
ATSC2vnumeric39 unique values
0 missing
Eig14_EAnumeric6 unique values
0 missing
ATSC3enumeric36 unique values
0 missing
Eig14_EA.bo.numeric15 unique values
0 missing
ATSC3inumeric39 unique values
0 missing
Eig14_EA.ed.numeric9 unique values
0 missing
ATSC3mnumeric39 unique values
0 missing
Eig14_EA.ri.numeric11 unique values
0 missing
ATSC3pnumeric39 unique values
0 missing
Eig15_AEA.bo.numeric17 unique values
0 missing
ATSC3snumeric39 unique values
0 missing
Eig15_AEA.dm.numeric9 unique values
0 missing
ATSC3vnumeric39 unique values
0 missing
Eig15_AEA.ed.numeric12 unique values
0 missing
ATSC4enumeric36 unique values
0 missing
Eig15_AEA.ri.numeric24 unique values
0 missing
ATSC4inumeric39 unique values
0 missing
Eig15_EAnumeric12 unique values
0 missing
ATSC4mnumeric39 unique values
0 missing
Eig15_EA.bo.numeric18 unique values
0 missing
ATSC4pnumeric38 unique values
0 missing
Eig15_EA.ed.numeric12 unique values
0 missing
ATSC4snumeric39 unique values
0 missing
Eig15_EA.ri.numeric24 unique values
0 missing
ATSC4vnumeric38 unique values
0 missing
Eta_alphanumeric28 unique values
0 missing
ATSC5enumeric37 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
ATSC5inumeric39 unique values
0 missing
Eta_Bnumeric14 unique values
0 missing
ATSC5mnumeric39 unique values
0 missing
Eta_B_Anumeric9 unique values
0 missing
ATSC5pnumeric39 unique values
0 missing
Eta_betanumeric19 unique values
0 missing
ATSC5snumeric39 unique values
0 missing
Eta_beta_Anumeric22 unique values
0 missing
ATSC5vnumeric38 unique values
0 missing
Eta_betaPnumeric7 unique values
0 missing
ATSC6enumeric36 unique values
0 missing
Eta_betaP_Anumeric16 unique values
0 missing
ATSC6inumeric38 unique values
0 missing
Eta_betaSnumeric19 unique values
0 missing
ATSC6mnumeric39 unique values
0 missing
Eta_betaS_Anumeric19 unique values
0 missing
ATSC6pnumeric39 unique values
0 missing
Eta_Cnumeric39 unique values
0 missing
ATSC6snumeric39 unique values
0 missing
Eta_C_Anumeric37 unique values
0 missing
ATSC6vnumeric38 unique values
0 missing
Eta_epsinumeric37 unique values
0 missing
ATSC7enumeric39 unique values
0 missing
Eta_epsi_Anumeric30 unique values
0 missing
ATSC7inumeric38 unique values
0 missing
Eta_Fnumeric39 unique values
0 missing
ATSC7mnumeric39 unique values
0 missing
Eta_F_Anumeric36 unique values
0 missing
ATSC7pnumeric39 unique values
0 missing
Eta_FLnumeric34 unique values
0 missing
ATSC7snumeric39 unique values
0 missing
Eta_FL_Anumeric31 unique values
0 missing
ATSC7vnumeric39 unique values
0 missing
Eta_Lnumeric39 unique values
0 missing
ATSC8enumeric35 unique values
0 missing
Eta_L_Anumeric24 unique values
0 missing
ATSC8inumeric38 unique values
0 missing
Eta_sh_pnumeric22 unique values
0 missing
ATSC8mnumeric39 unique values
0 missing
Eta_sh_xnumeric4 unique values
0 missing
ATSC8pnumeric39 unique values
0 missing
Eta_sh_ynumeric31 unique values
0 missing
ATSC8snumeric39 unique values
0 missing
F.084numeric2 unique values
0 missing
ATSC8vnumeric39 unique values
0 missing
GATS1inumeric37 unique values
0 missing
BACnumeric10 unique values
0 missing
GATS1mnumeric33 unique values
0 missing
BBInumeric12 unique values
0 missing
GATS1pnumeric37 unique values
0 missing
BIC0numeric26 unique values
0 missing
GATS1snumeric34 unique values
0 missing
BIC1numeric28 unique values
0 missing
GATS1vnumeric36 unique values
0 missing
BIC2numeric31 unique values
0 missing
GATS2enumeric39 unique values
0 missing
BIC3numeric31 unique values
0 missing
GATS2inumeric35 unique values
0 missing
BIC4numeric29 unique values
0 missing
GATS2mnumeric36 unique values
0 missing
BIC5numeric30 unique values
0 missing
GATS2pnumeric37 unique values
0 missing
BIDnumeric10 unique values
0 missing
GATS2snumeric37 unique values
0 missing
BLInumeric36 unique values
0 missing
GATS2vnumeric37 unique values
0 missing
BLTA96numeric22 unique values
0 missing
GATS3enumeric36 unique values
0 missing
BLTD48numeric21 unique values
0 missing
GATS3inumeric35 unique values
0 missing
BLTF96numeric21 unique values
0 missing
GATS3mnumeric34 unique values
0 missing
C.numeric28 unique values
0 missing
GATS3pnumeric35 unique values
0 missing
C.001numeric2 unique values
0 missing
GATS3snumeric35 unique values
0 missing
C.002numeric7 unique values
0 missing
GATS3vnumeric34 unique values
0 missing
C.003numeric2 unique values
0 missing
GATS4enumeric38 unique values
0 missing
C.005numeric4 unique values
0 missing
GATS4inumeric34 unique values
0 missing
C.006numeric7 unique values
0 missing
GATS4mnumeric37 unique values
0 missing
C.008numeric2 unique values
0 missing
GATS4pnumeric37 unique values
0 missing
C.009numeric2 unique values
0 missing
GATS4snumeric39 unique values
0 missing
C.016numeric2 unique values
0 missing
GATS4vnumeric35 unique values
0 missing
C.017numeric2 unique values
0 missing
GATS5enumeric38 unique values
0 missing
C.024numeric6 unique values
0 missing
GATS5inumeric38 unique values
0 missing
C.025numeric3 unique values
0 missing
GATS5mnumeric36 unique values
0 missing
C.026numeric3 unique values
0 missing
GATS5pnumeric36 unique values
0 missing
C.027numeric3 unique values
0 missing
GATS5snumeric37 unique values
0 missing
C.029numeric2 unique values
0 missing
GATS5vnumeric37 unique values
0 missing
C.030numeric2 unique values
0 missing
GATS6enumeric37 unique values
0 missing
C.040numeric2 unique values
0 missing
GATS6inumeric34 unique values
0 missing
CATS2D_01_LLnumeric5 unique values
0 missing
GATS6mnumeric37 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
GATS6pnumeric36 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
GATS6snumeric38 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
GATS6vnumeric35 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
GATS7enumeric38 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
GATS7inumeric37 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS7mnumeric38 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
GATS7pnumeric36 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
GATS7snumeric38 unique values
0 missing
CATS2D_03_DLnumeric7 unique values
0 missing
GATS7vnumeric36 unique values
0 missing
CATS2D_03_LLnumeric7 unique values
0 missing
GATS8enumeric39 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS8inumeric34 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
GATS8mnumeric35 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS8pnumeric36 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
GATS8snumeric34 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
GATS8vnumeric37 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
GGI1numeric7 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GGI10numeric16 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
GGI2numeric8 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GGI3numeric16 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
GGI4numeric16 unique values
0 missing
CATS2D_05_LLnumeric6 unique values
0 missing
GGI5numeric16 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GGI6numeric16 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
CATS2D_06_LLnumeric7 unique values
0 missing
CATS2D_07_AAnumeric5 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
CATS2D_07_LLnumeric8 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
CATS2D_08_ALnumeric10 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
CATS2D_08_LLnumeric9 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
CATS2D_09_LLnumeric8 unique values
0 missing
CENTnumeric20 unique values
0 missing
Chi0_AEA.bo.numeric19 unique values
0 missing
Chi0_AEA.dm.numeric19 unique values
0 missing
Chi0_AEA.ed.numeric19 unique values
0 missing
Chi0_AEA.ri.numeric19 unique values
0 missing
Chi0_EAnumeric19 unique values
0 missing
Chi0_EA.bo.numeric21 unique values
0 missing
Chi0_EA.dm.numeric23 unique values
0 missing
Chi0_EA.ed.numeric20 unique values
0 missing
Chi0_EA.ri.numeric38 unique values
0 missing
Chi1_AEA.bo.numeric20 unique values
0 missing
Chi1_AEA.dm.numeric20 unique values
0 missing
Chi1_AEA.ed.numeric20 unique values
0 missing
Chi1_AEA.ri.numeric20 unique values
0 missing
Chi1_EAnumeric20 unique values
0 missing
Chi1_EA.bo.numeric21 unique values
0 missing
Chi1_EA.dm.numeric24 unique values
0 missing
Chi1_EA.ed.numeric20 unique values
0 missing
Chi1_EA.ri.numeric38 unique values
0 missing
CIC0numeric37 unique values
0 missing
CIC1numeric36 unique values
0 missing
CIC2numeric37 unique values
0 missing
CIC3numeric34 unique values
0 missing
CIC4numeric34 unique values
0 missing
CIC5numeric34 unique values
0 missing
CIDnumeric19 unique values
0 missing
CMC.80numeric2 unique values
0 missing
cRo5numeric2 unique values
0 missing
CSInumeric20 unique values
0 missing
DBInumeric10 unique values
0 missing
D.Dtr04numeric3 unique values
0 missing
D.Dtr05numeric20 unique values
0 missing
D.Dtr06numeric20 unique values
0 missing
D.Dtr09numeric20 unique values
0 missing
DECCnumeric18 unique values
0 missing
DELSnumeric39 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
DLS_01numeric3 unique values
0 missing
DLS_02numeric4 unique values
0 missing
DLS_03numeric3 unique values
0 missing
DLS_04numeric3 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
40
Number of instances (rows) of the dataset.
NumberOfFeatures
452
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
451
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile2KurtosisOfNumericAtts
-0.09
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
11.3
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
2.83
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
0.02
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
2.7
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
-0.27
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.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.14
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.06
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.36
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
40
Maximum kurtosis 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
1.68
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
2431.78
Maximum of means among attributes of the numeric type.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.78
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.97
Third quartile of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinSkewnessOfNumericAtts
-6.32
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.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.42
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
6.32
Maximum skewness among attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.59
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.64
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
489.39
Maximum standard deviation of attributes of the numeric type.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.99
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.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanKurtosisOfNumericAtts
2.18
Mean kurtosis among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.71
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
16.12
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.08
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.36
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2079848
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2079848
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2079848
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2079848
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2079848
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2079848
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2079848
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2079848
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2079848
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2079848
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2079848
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2079848
0 runs - estimation_procedure: 50 times Clustering
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