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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5129

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5129

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 by James
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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: CHEMBL5129 (TID: 19683), and it has 60 rows and 438 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.

440 features

pXC50 (target)numeric35 unique values
0 missing
molecule_id (row identifier)nominal60 unique values
0 missing
SaaNHnumeric23 unique values
0 missing
SpMax2_Bh.m.numeric43 unique values
0 missing
SpMin3_Bh.m.numeric37 unique values
0 missing
ATSC3snumeric57 unique values
0 missing
SpMin1_Bh.p.numeric40 unique values
0 missing
GATS4pnumeric52 unique values
0 missing
SpMin2_Bh.e.numeric43 unique values
0 missing
Eta_betaS_Anumeric37 unique values
0 missing
AACnumeric43 unique values
0 missing
AECCnumeric48 unique values
0 missing
ALOGPnumeric57 unique values
0 missing
ALOGP2numeric57 unique values
0 missing
AMRnumeric57 unique values
0 missing
AMWnumeric42 unique values
0 missing
ARRnumeric35 unique values
0 missing
ATS1enumeric45 unique values
0 missing
ATS1inumeric48 unique values
0 missing
ATS1mnumeric48 unique values
0 missing
ATS1pnumeric50 unique values
0 missing
ATS1snumeric51 unique values
0 missing
ATS1vnumeric49 unique values
0 missing
ATS2enumeric51 unique values
0 missing
ATS2inumeric53 unique values
0 missing
ATS2mnumeric52 unique values
0 missing
ATS2pnumeric48 unique values
0 missing
ATS2snumeric56 unique values
0 missing
ATS2vnumeric52 unique values
0 missing
ATS3enumeric56 unique values
0 missing
ATS3inumeric56 unique values
0 missing
ATS3mnumeric55 unique values
0 missing
ATS3pnumeric57 unique values
0 missing
ATS3snumeric54 unique values
0 missing
ATS3vnumeric56 unique values
0 missing
ATS4enumeric52 unique values
0 missing
ATS4inumeric55 unique values
0 missing
ATS4mnumeric54 unique values
0 missing
ATS4pnumeric54 unique values
0 missing
ATS4snumeric55 unique values
0 missing
ATS4vnumeric54 unique values
0 missing
ATS5enumeric52 unique values
0 missing
ATS5inumeric55 unique values
0 missing
ATS5mnumeric55 unique values
0 missing
ATS5pnumeric54 unique values
0 missing
ATS5snumeric55 unique values
0 missing
ATS5vnumeric57 unique values
0 missing
ATS6enumeric56 unique values
0 missing
ATS6inumeric56 unique values
0 missing
ATS6mnumeric57 unique values
0 missing
ATS6pnumeric55 unique values
0 missing
ATS6snumeric55 unique values
0 missing
ATS6vnumeric54 unique values
0 missing
ATS7enumeric56 unique values
0 missing
ATS7inumeric56 unique values
0 missing
ATS7mnumeric57 unique values
0 missing
ATS7pnumeric55 unique values
0 missing
ATS7snumeric57 unique values
0 missing
ATS7vnumeric57 unique values
0 missing
ATS8enumeric56 unique values
0 missing
ATS8inumeric57 unique values
0 missing
ATS8mnumeric57 unique values
0 missing
ATS8pnumeric57 unique values
0 missing
ATS8snumeric57 unique values
0 missing
ATS8vnumeric55 unique values
0 missing
ATSC1enumeric36 unique values
0 missing
ATSC1inumeric48 unique values
0 missing
ATSC1mnumeric49 unique values
0 missing
ATSC1pnumeric50 unique values
0 missing
ATSC1snumeric54 unique values
0 missing
ATSC1vnumeric50 unique values
0 missing
ATSC2enumeric47 unique values
0 missing
ATSC2inumeric54 unique values
0 missing
ATSC2mnumeric55 unique values
0 missing
ATSC2pnumeric55 unique values
0 missing
ATSC2snumeric57 unique values
0 missing
ATSC2vnumeric53 unique values
0 missing
ATSC3enumeric52 unique values
0 missing
ATSC3inumeric54 unique values
0 missing
ATSC3mnumeric57 unique values
0 missing
ATSC3pnumeric57 unique values
0 missing
ATSC3vnumeric57 unique values
0 missing
ATSC4enumeric51 unique values
0 missing
ATSC4inumeric54 unique values
0 missing
ATSC4mnumeric55 unique values
0 missing
ATSC4pnumeric56 unique values
0 missing
ATSC4snumeric57 unique values
0 missing
ATSC4vnumeric56 unique values
0 missing
ATSC5enumeric52 unique values
0 missing
ATSC5inumeric57 unique values
0 missing
ATSC5mnumeric57 unique values
0 missing
ATSC5pnumeric57 unique values
0 missing
ATSC5snumeric57 unique values
0 missing
ATSC5vnumeric57 unique values
0 missing
ATSC6enumeric52 unique values
0 missing
ATSC6inumeric56 unique values
0 missing
ATSC6mnumeric57 unique values
0 missing
ATSC6pnumeric56 unique values
0 missing
ATSC6snumeric57 unique values
0 missing
ATSC6vnumeric57 unique values
0 missing
ATSC7enumeric56 unique values
0 missing
ATSC7inumeric56 unique values
0 missing
ATSC7mnumeric57 unique values
0 missing
ATSC7pnumeric57 unique values
0 missing
ATSC7snumeric57 unique values
0 missing
ATSC7vnumeric57 unique values
0 missing
ATSC8enumeric54 unique values
0 missing
ATSC8inumeric56 unique values
0 missing
ATSC8mnumeric57 unique values
0 missing
ATSC8pnumeric57 unique values
0 missing
ATSC8snumeric57 unique values
0 missing
ATSC8vnumeric57 unique values
0 missing
BACnumeric17 unique values
0 missing
BBInumeric29 unique values
0 missing
BIC0numeric39 unique values
0 missing
BIC1numeric45 unique values
0 missing
BIC2numeric44 unique values
0 missing
BIC3numeric41 unique values
0 missing
BIC4numeric35 unique values
0 missing
BIC5numeric33 unique values
0 missing
BIDnumeric30 unique values
0 missing
BLInumeric48 unique values
0 missing
BLTA96numeric45 unique values
0 missing
BLTD48numeric45 unique values
0 missing
BLTF96numeric46 unique values
0 missing
C.numeric39 unique values
0 missing
C.001numeric3 unique values
0 missing
C.002numeric9 unique values
0 missing
C.003numeric2 unique values
0 missing
C.005numeric4 unique values
0 missing
C.006numeric5 unique values
0 missing
C.007numeric2 unique values
0 missing
C.008numeric4 unique values
0 missing
C.009numeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
C.013numeric2 unique values
0 missing
C.016numeric2 unique values
0 missing
C.017numeric2 unique values
0 missing
C.019numeric2 unique values
0 missing
C.020numeric2 unique values
0 missing
C.024numeric12 unique values
0 missing
C.025numeric5 unique values
0 missing
C.026numeric4 unique values
0 missing
C.027numeric3 unique values
0 missing
C.028numeric2 unique values
0 missing
C.029numeric2 unique values
0 missing
C.030numeric2 unique values
0 missing
C.031numeric2 unique values
0 missing
C.032numeric2 unique values
0 missing
C.033numeric2 unique values
0 missing
C.034numeric3 unique values
0 missing
C.035numeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
C.040numeric3 unique values
0 missing
C.041numeric2 unique values
0 missing
C.042numeric2 unique values
0 missing
C.043numeric2 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
CATS2D_01_ANnumeric4 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
CATS2D_01_LLnumeric18 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
CATS2D_02_AAnumeric8 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
CATS2D_02_DAnumeric6 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
CATS2D_02_LLnumeric21 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
CATS2D_03_AAnumeric6 unique values
0 missing
CATS2D_03_ALnumeric10 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
CATS2D_03_DAnumeric5 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
CATS2D_03_LLnumeric13 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
CATS2D_03_NNnumeric2 unique values
0 missing
CATS2D_04_AAnumeric8 unique values
0 missing
CATS2D_04_ALnumeric15 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
CATS2D_04_APnumeric3 unique values
0 missing
CATS2D_04_DAnumeric6 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
CATS2D_04_DNnumeric3 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
CATS2D_04_LLnumeric10 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
CATS2D_05_ALnumeric15 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric6 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
CATS2D_05_LLnumeric12 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
CATS2D_06_ALnumeric19 unique values
0 missing
CATS2D_06_ANnumeric3 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
CATS2D_06_LLnumeric14 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
CATS2D_07_ALnumeric21 unique values
0 missing
CATS2D_07_ANnumeric3 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
CATS2D_07_LLnumeric15 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
CATS2D_08_ALnumeric15 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
CATS2D_08_LLnumeric18 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
CATS2D_09_ALnumeric11 unique values
0 missing
CATS2D_09_ANnumeric3 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
CATS2D_09_DNnumeric3 unique values
0 missing
CATS2D_09_LLnumeric17 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
CATS2D_09_PNnumeric2 unique values
0 missing
CENTnumeric53 unique values
0 missing
Chi0_AEA.bo.numeric46 unique values
0 missing
Chi0_AEA.dm.numeric46 unique values
0 missing
Chi0_AEA.ed.numeric46 unique values
0 missing
Chi0_AEA.ri.numeric46 unique values
0 missing
Chi0_EAnumeric46 unique values
0 missing
Chi0_EA.bo.numeric50 unique values
0 missing
Chi0_EA.dm.numeric35 unique values
0 missing
Chi0_EA.ed.numeric52 unique values
0 missing
Chi0_EA.ri.numeric54 unique values
0 missing
Chi1_AEA.bo.numeric49 unique values
0 missing
Chi1_AEA.dm.numeric49 unique values
0 missing
Chi1_AEA.ed.numeric49 unique values
0 missing
Chi1_AEA.ri.numeric49 unique values
0 missing
Chi1_EAnumeric49 unique values
0 missing
Chi1_EA.bo.numeric54 unique values
0 missing
Chi1_EA.dm.numeric42 unique values
0 missing
Chi1_EA.ed.numeric51 unique values
0 missing
Chi1_EA.ri.numeric54 unique values
0 missing
CIC0numeric43 unique values
0 missing
CIC1numeric51 unique values
0 missing
CIC2numeric51 unique values
0 missing
CIC3numeric46 unique values
0 missing
CIC4numeric47 unique values
0 missing
CIC5numeric46 unique values
0 missing
CIDnumeric45 unique values
0 missing
Cl.089numeric2 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
cRo5numeric2 unique values
0 missing
CSInumeric48 unique values
0 missing
DBInumeric19 unique values
0 missing
D.Dtr03numeric3 unique values
0 missing
D.Dtr05numeric52 unique values
0 missing
D.Dtr06numeric53 unique values
0 missing
D.Dtr08numeric27 unique values
0 missing
D.Dtr09numeric51 unique values
0 missing
D.Dtr10numeric4 unique values
0 missing
D.Dtr12numeric43 unique values
0 missing
DECCnumeric48 unique values
0 missing
DELSnumeric57 unique values
0 missing
Depressant.50numeric2 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_04numeric7 unique values
0 missing
DLS_05numeric3 unique values
0 missing
DLS_06numeric3 unique values
0 missing
DLS_07numeric2 unique values
0 missing
DLS_consnumeric17 unique values
0 missing
Dznumeric33 unique values
0 missing
ECCnumeric47 unique values
0 missing
Eig01_AEA.bo.numeric36 unique values
0 missing
Eig01_AEA.dm.numeric34 unique values
0 missing
Eig01_AEA.ed.numeric34 unique values
0 missing
Eig01_AEA.ri.numeric36 unique values
0 missing
Eig01_EAnumeric31 unique values
0 missing
Eig01_EA.bo.numeric34 unique values
0 missing
Eig01_EA.dm.numeric15 unique values
0 missing
Eig01_EA.ed.numeric36 unique values
0 missing
Eig01_EA.ri.numeric35 unique values
0 missing
Eig02_AEA.bo.numeric48 unique values
0 missing
Eig02_AEA.dm.numeric33 unique values
0 missing
Eig02_AEA.ed.numeric38 unique values
0 missing
Eig02_AEA.ri.numeric46 unique values
0 missing
Eig02_EAnumeric44 unique values
0 missing
Eig02_EA.bo.numeric45 unique values
0 missing
Eig02_EA.dm.numeric14 unique values
0 missing
Eig02_EA.ed.numeric41 unique values
0 missing
Eig02_EA.ri.numeric42 unique values
0 missing
Eig03_AEA.bo.numeric43 unique values
0 missing
Eig03_AEA.dm.numeric49 unique values
0 missing
Eig03_AEA.ed.numeric44 unique values
0 missing
Eig03_AEA.ri.numeric51 unique values
0 missing
Eig03_EAnumeric50 unique values
0 missing
Eig03_EA.bo.numeric45 unique values
0 missing
Eig03_EA.dm.numeric15 unique values
0 missing
Eig03_EA.ed.numeric50 unique values
0 missing
Eig03_EA.ri.numeric50 unique values
0 missing
Eig04_AEA.bo.numeric50 unique values
0 missing
Eig04_AEA.dm.numeric53 unique values
0 missing
Eig04_AEA.ed.numeric44 unique values
0 missing
Eig04_AEA.ri.numeric50 unique values
0 missing
Eig04_EAnumeric48 unique values
0 missing
Eig04_EA.bo.numeric54 unique values
0 missing
Eig04_EA.dm.numeric12 unique values
0 missing
Eig04_EA.ed.numeric50 unique values
0 missing
Eig04_EA.ri.numeric54 unique values
0 missing
Eig05_AEA.bo.numeric55 unique values
0 missing
Eig05_AEA.dm.numeric50 unique values
0 missing
Eig05_AEA.ed.numeric50 unique values
0 missing
Eig05_AEA.ri.numeric49 unique values
0 missing
Eig05_EAnumeric49 unique values
0 missing
Eig05_EA.bo.numeric52 unique values
0 missing
Eig05_EA.dm.numeric9 unique values
0 missing
Eig05_EA.ed.numeric49 unique values
0 missing
Eig05_EA.ri.numeric45 unique values
0 missing
Eig06_AEA.bo.numeric52 unique values
0 missing
Eig06_AEA.dm.numeric51 unique values
0 missing
Eig06_AEA.ed.numeric50 unique values
0 missing
Eig06_AEA.ri.numeric50 unique values
0 missing
Eig06_EAnumeric51 unique values
0 missing
Eig06_EA.bo.numeric52 unique values
0 missing
Eig06_EA.dm.numeric7 unique values
0 missing
Eig06_EA.ed.numeric52 unique values
0 missing
Eig06_EA.ri.numeric49 unique values
0 missing
Eig07_AEA.bo.numeric52 unique values
0 missing
Eig07_AEA.dm.numeric53 unique values
0 missing
Eig07_AEA.ed.numeric50 unique values
0 missing
Eig07_AEA.ri.numeric50 unique values
0 missing
Eig07_EAnumeric46 unique values
0 missing
Eig07_EA.bo.numeric53 unique values
0 missing
Eig07_EA.dm.numeric3 unique values
0 missing
Eig07_EA.ed.numeric50 unique values
0 missing
Eig07_EA.ri.numeric49 unique values
0 missing
Eig08_AEA.bo.numeric51 unique values
0 missing
Eig08_AEA.dm.numeric53 unique values
0 missing
Eig08_AEA.ed.numeric44 unique values
0 missing
Eig08_AEA.ri.numeric52 unique values
0 missing
Eig08_EAnumeric48 unique values
0 missing
Eig08_EA.bo.numeric51 unique values
0 missing
Eig08_EA.ed.numeric48 unique values
0 missing
Eig08_EA.ri.numeric53 unique values
0 missing
Eig09_AEA.bo.numeric44 unique values
0 missing
Eig09_AEA.dm.numeric47 unique values
0 missing
Eig09_AEA.ed.numeric50 unique values
0 missing
Eig09_AEA.ri.numeric48 unique values
0 missing
Eig09_EAnumeric47 unique values
0 missing
Eig09_EA.bo.numeric44 unique values
0 missing
Eig09_EA.ed.numeric53 unique values
0 missing
Eig09_EA.ri.numeric48 unique values
0 missing
Eig10_AEA.bo.numeric45 unique values
0 missing
Eig10_AEA.dm.numeric50 unique values
0 missing
Eig10_AEA.ed.numeric49 unique values
0 missing
Eig10_AEA.ri.numeric43 unique values
0 missing
Eig10_EAnumeric42 unique values
0 missing
Eig10_EA.bo.numeric43 unique values
0 missing
Eig10_EA.ed.numeric50 unique values
0 missing
Eig10_EA.ri.numeric43 unique values
0 missing
Eig11_AEA.bo.numeric42 unique values
0 missing
Eig11_AEA.dm.numeric45 unique values
0 missing
Eig11_AEA.ed.numeric48 unique values
0 missing
Eig11_AEA.ri.numeric46 unique values
0 missing
Eig11_EAnumeric46 unique values
0 missing
Eig11_EA.bo.numeric41 unique values
0 missing
Eig11_EA.dm.numeric2 unique values
0 missing
Eig11_EA.ed.numeric39 unique values
0 missing
Eig11_EA.ri.numeric47 unique values
0 missing
Eig12_AEA.bo.numeric48 unique values
0 missing
Eig12_AEA.dm.numeric42 unique values
0 missing
Eig12_AEA.ed.numeric44 unique values
0 missing
Eig12_AEA.ri.numeric39 unique values
0 missing
Eig12_EAnumeric37 unique values
0 missing
Eig12_EA.bo.numeric44 unique values
0 missing
Eig12_EA.dm.numeric2 unique values
0 missing
Eig12_EA.ed.numeric41 unique values
0 missing
Eig12_EA.ri.numeric38 unique values
0 missing
Eig13_AEA.bo.numeric44 unique values
0 missing
Eig13_AEA.dm.numeric40 unique values
0 missing
Eig13_AEA.ed.numeric34 unique values
0 missing
Eig13_AEA.ri.numeric45 unique values
0 missing
Eig13_EAnumeric46 unique values
0 missing
Eig13_EA.bo.numeric52 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
Eig13_EA.ed.numeric46 unique values
0 missing
Eig13_EA.ri.numeric47 unique values
0 missing
Eig14_AEA.bo.numeric52 unique values
0 missing
Eig14_AEA.dm.numeric44 unique values
0 missing
Eig14_AEA.ed.numeric44 unique values
0 missing
Eig14_AEA.ri.numeric46 unique values
0 missing
Eig14_EAnumeric47 unique values
0 missing
Eig14_EA.bo.numeric49 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
Eig14_EA.ed.numeric46 unique values
0 missing
Eig14_EA.ri.numeric47 unique values
0 missing
Eig15_AEA.bo.numeric51 unique values
0 missing
Eig15_AEA.dm.numeric48 unique values
0 missing
Eig15_AEA.ed.numeric44 unique values
0 missing
Eig15_AEA.ri.numeric45 unique values
0 missing
Eig15_EAnumeric46 unique values
0 missing
Eig15_EA.bo.numeric50 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
Eig15_EA.ed.numeric49 unique values
0 missing
Eig15_EA.ri.numeric48 unique values
0 missing
Eta_alphanumeric34 unique values
0 missing
Eta_alpha_Anumeric21 unique values
0 missing
Eta_Bnumeric39 unique values
0 missing
Eta_B_Anumeric17 unique values
0 missing
Eta_betanumeric42 unique values
0 missing
Eta_beta_Anumeric45 unique values
0 missing
Eta_betaPnumeric15 unique values
0 missing
Eta_betaP_Anumeric34 unique values
0 missing
Eta_betaSnumeric28 unique values
0 missing
Eta_Cnumeric57 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
60
Number of instances (rows) of the dataset.
NumberOfFeatures
440
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
439
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
AutoCorrelation
0.22
Average class difference between consecutive instances.
CfsSubsetEval_DecisionStumpAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
CfsSubsetEval_DecisionStumpErrRate
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
CfsSubsetEval_DecisionStumpKappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
CfsSubsetEval_NaiveBayesAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
CfsSubsetEval_NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
CfsSubsetEval_NaiveBayesKappa
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
CfsSubsetEval_kNN1NAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
CfsSubsetEval_kNN1NErrRate
Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
CfsSubsetEval_kNN1NKappa
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
ClassEntropy
Entropy of the target attribute values.
DecisionStumpAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
DecisionStumpErrRate
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
DecisionStumpKappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
Dimensionality
7.33
Number of attributes divided by the number of instances.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
J48.00001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
J48.00001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
J48.00001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
J48.0001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
J48.0001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
J48.0001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001
J48.001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001
J48.001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001
J48.001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MajorityClassSize
Number of instances belonging to the most frequent class.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
60
Maximum kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
1097.65
Maximum of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MaxSkewnessOfNumericAtts
7.75
Maximum skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
599.16
Maximum standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MeanKurtosisOfNumericAtts
9.13
Mean kurtosis among attributes of the numeric type.
MeanMeansOfNumericAtts
10.61
Mean of means among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
MeanSkewnessOfNumericAtts
0.39
Mean skewness among attributes of the numeric type.
MeanStdDevOfNumericAtts
4.47
Mean standard deviation of attributes of the numeric type.
MinAttributeEntropy
Minimal entropy among attributes.
MinKurtosisOfNumericAtts
-2.07
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.7
Minimum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-7.75
Minimum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NaiveBayesAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
NaiveBayesKappa
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
NumberOfBinaryFeatures
0
Number of binary attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
PercentageOfNumericFeatures
99.77
Percentage of numeric attributes.
PercentageOfSymbolicFeatures
0.23
Percentage of nominal attributes.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile1KurtosisOfNumericAtts
0.43
First quartile of kurtosis among attributes of the numeric type.
Quartile1MeansOfNumericAtts
0.41
First quartile of means among attributes of the numeric type.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
Quartile1SkewnessOfNumericAtts
-1.36
First quartile of skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.23
First quartile of standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Quartile2KurtosisOfNumericAtts
3.03
Second quartile (Median) of kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.94
Second quartile (Median) of means among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
-0.2
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.47
Second quartile (Median) of standard deviation of attributes of the numeric type.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
Quartile3KurtosisOfNumericAtts
9.04
Third quartile of kurtosis among attributes of the numeric type.
Quartile3MeansOfNumericAtts
4.97
Third quartile of means among attributes of the numeric type.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
Quartile3SkewnessOfNumericAtts
1.41
Third quartile of skewness among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.33
Third quartile of standard deviation of attributes of the numeric type.
REPTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
REPTreeDepth1ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
REPTreeDepth1Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
REPTreeDepth2AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2
REPTreeDepth2ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
REPTreeDepth2Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
REPTreeDepth3AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
REPTreeDepth3ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
REPTreeDepth3Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
RandomTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
RandomTreeDepth1ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
RandomTreeDepth1Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
RandomTreeDepth2AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
RandomTreeDepth2ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
RandomTreeDepth2Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
RandomTreeDepth3AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
RandomTreeDepth3ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
RandomTreeDepth3Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
kNN1NAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
kNN1NErrRate
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
kNN1NKappa
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk
Show all 107 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5129
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5129
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5129
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5129
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5129
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5129
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5129
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5129
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5129
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5129
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5129
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5129
0 runs - estimation_procedure: 50 times Clustering
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