Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5272

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5272

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: CHEMBL5272 (TID: 100904), and it has 21 rows and 428 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.

430 features

pXC50 (target)numeric9 unique values
0 missing
molecule_id (row identifier)nominal21 unique values
0 missing
Eig03_EAnumeric11 unique values
0 missing
Eta_F_Anumeric11 unique values
0 missing
Eig03_EA.bo.numeric11 unique values
0 missing
MATS1snumeric11 unique values
0 missing
Eig03_EA.ed.numeric11 unique values
0 missing
JGI4numeric10 unique values
0 missing
Eig03_EA.ri.numeric11 unique values
0 missing
MATS3mnumeric10 unique values
0 missing
Eig04_AEA.bo.numeric11 unique values
0 missing
ATSC3snumeric11 unique values
0 missing
Eig04_AEA.dm.numeric11 unique values
0 missing
SsssCHnumeric11 unique values
0 missing
Eig04_AEA.ed.numeric11 unique values
0 missing
MATS3enumeric9 unique values
0 missing
Eig04_AEA.ri.numeric11 unique values
0 missing
MATS3snumeric11 unique values
0 missing
Eig04_EAnumeric11 unique values
0 missing
SpMin1_Bh.e.numeric11 unique values
0 missing
Eig04_EA.bo.numeric11 unique values
0 missing
SpMin1_Bh.i.numeric11 unique values
0 missing
Eig04_EA.ed.numeric11 unique values
0 missing
SpMin1_Bh.p.numeric10 unique values
0 missing
Eig04_EA.ri.numeric11 unique values
0 missing
SpMin1_Bh.v.numeric11 unique values
0 missing
Eig05_AEA.bo.numeric10 unique values
0 missing
D.Dtr05numeric8 unique values
0 missing
Eig05_AEA.dm.numeric11 unique values
0 missing
D.Dtr06numeric4 unique values
0 missing
Eig05_AEA.ed.numeric11 unique values
0 missing
JGI3numeric9 unique values
0 missing
Eig05_AEA.ri.numeric10 unique values
0 missing
nR05numeric2 unique values
0 missing
Eig05_EAnumeric10 unique values
0 missing
nR06numeric3 unique values
0 missing
Eig05_EA.bo.numeric10 unique values
0 missing
Rperimnumeric3 unique values
0 missing
Eig05_EA.ed.numeric11 unique values
0 missing
SpMin1_Bh.m.numeric11 unique values
0 missing
Eig05_EA.ri.numeric11 unique values
0 missing
SRW05numeric2 unique values
0 missing
Eig06_AEA.bo.numeric11 unique values
0 missing
SRW07numeric4 unique values
0 missing
Eig06_AEA.dm.numeric11 unique values
0 missing
SRW09numeric5 unique values
0 missing
Eig06_AEA.ed.numeric11 unique values
0 missing
TRSnumeric3 unique values
0 missing
Eig06_AEA.ri.numeric11 unique values
0 missing
AACnumeric8 unique values
0 missing
Eig06_EAnumeric11 unique values
0 missing
AECCnumeric11 unique values
0 missing
Eig06_EA.bo.numeric11 unique values
0 missing
ALOGPnumeric10 unique values
0 missing
Eig06_EA.ed.numeric11 unique values
0 missing
ALOGP2numeric10 unique values
0 missing
Eig06_EA.ri.numeric11 unique values
0 missing
AMRnumeric10 unique values
0 missing
Eig07_AEA.bo.numeric11 unique values
0 missing
AMWnumeric9 unique values
0 missing
Eig07_AEA.dm.numeric11 unique values
0 missing
ATS1enumeric9 unique values
0 missing
Eig07_AEA.ed.numeric10 unique values
0 missing
ATS1inumeric10 unique values
0 missing
Eig07_AEA.ri.numeric11 unique values
0 missing
ATS1mnumeric10 unique values
0 missing
Eig07_EAnumeric11 unique values
0 missing
ATS1pnumeric10 unique values
0 missing
Eig07_EA.bo.numeric11 unique values
0 missing
ATS1snumeric11 unique values
0 missing
Eig07_EA.ed.numeric11 unique values
0 missing
ATS1vnumeric10 unique values
0 missing
Eig07_EA.ri.numeric11 unique values
0 missing
ATS2enumeric11 unique values
0 missing
Eig08_AEA.bo.numeric11 unique values
0 missing
ATS2inumeric11 unique values
0 missing
Eig08_AEA.dm.numeric11 unique values
0 missing
ATS2mnumeric11 unique values
0 missing
Eig08_AEA.ed.numeric11 unique values
0 missing
ATS2pnumeric11 unique values
0 missing
Eig08_AEA.ri.numeric11 unique values
0 missing
ATS2snumeric11 unique values
0 missing
Eig08_EAnumeric11 unique values
0 missing
ATS2vnumeric11 unique values
0 missing
Eig08_EA.bo.numeric11 unique values
0 missing
ATS3enumeric11 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
ATS3inumeric11 unique values
0 missing
Eig08_EA.ed.numeric11 unique values
0 missing
ATS3mnumeric11 unique values
0 missing
Eig08_EA.ri.numeric11 unique values
0 missing
ATS3pnumeric11 unique values
0 missing
Eig09_AEA.bo.numeric11 unique values
0 missing
ATS3snumeric11 unique values
0 missing
Eig09_AEA.dm.numeric11 unique values
0 missing
ATS3vnumeric11 unique values
0 missing
Eig09_AEA.ed.numeric11 unique values
0 missing
ATS4enumeric11 unique values
0 missing
Eig09_AEA.ri.numeric11 unique values
0 missing
ATS4inumeric11 unique values
0 missing
Eig09_EAnumeric11 unique values
0 missing
ATS4mnumeric11 unique values
0 missing
Eig09_EA.bo.numeric11 unique values
0 missing
ATS4pnumeric11 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
ATS4snumeric11 unique values
0 missing
Eig09_EA.ed.numeric11 unique values
0 missing
ATS4vnumeric11 unique values
0 missing
Eig09_EA.ri.numeric11 unique values
0 missing
ATS5enumeric11 unique values
0 missing
Eig10_AEA.bo.numeric10 unique values
0 missing
ATS5inumeric11 unique values
0 missing
Eig10_AEA.dm.numeric10 unique values
0 missing
ATS5mnumeric11 unique values
0 missing
Eig10_AEA.ed.numeric10 unique values
0 missing
ATS5pnumeric11 unique values
0 missing
Eig10_AEA.ri.numeric10 unique values
0 missing
ATS5snumeric11 unique values
0 missing
Eig10_EAnumeric10 unique values
0 missing
ATS5vnumeric11 unique values
0 missing
Eig10_EA.bo.numeric10 unique values
0 missing
ATS6enumeric11 unique values
0 missing
Eig10_EA.ed.numeric10 unique values
0 missing
ATS6inumeric11 unique values
0 missing
Eig10_EA.ri.numeric10 unique values
0 missing
ATS6mnumeric11 unique values
0 missing
Eig11_AEA.bo.numeric10 unique values
0 missing
ATS6pnumeric11 unique values
0 missing
Eig11_AEA.dm.numeric10 unique values
0 missing
ATS6snumeric11 unique values
0 missing
Eig11_AEA.ed.numeric10 unique values
0 missing
ATS6vnumeric11 unique values
0 missing
Eig11_AEA.ri.numeric10 unique values
0 missing
ATS7enumeric11 unique values
0 missing
Eig11_EAnumeric10 unique values
0 missing
ATS7inumeric11 unique values
0 missing
Eig11_EA.bo.numeric10 unique values
0 missing
ATS7mnumeric11 unique values
0 missing
Eig11_EA.dm.numeric2 unique values
0 missing
ATS7pnumeric11 unique values
0 missing
Eig11_EA.ed.numeric10 unique values
0 missing
ATS7snumeric11 unique values
0 missing
Eig11_EA.ri.numeric10 unique values
0 missing
ATS7vnumeric11 unique values
0 missing
Eig12_AEA.bo.numeric8 unique values
0 missing
ATS8enumeric9 unique values
0 missing
Eig12_AEA.dm.numeric8 unique values
0 missing
ATS8inumeric9 unique values
0 missing
Eig12_AEA.ed.numeric7 unique values
0 missing
ATS8mnumeric9 unique values
0 missing
Eig12_AEA.ri.numeric7 unique values
0 missing
ATS8pnumeric9 unique values
0 missing
Eig12_EAnumeric8 unique values
0 missing
ATS8snumeric9 unique values
0 missing
Eig12_EA.bo.numeric8 unique values
0 missing
ATS8vnumeric9 unique values
0 missing
Eig12_EA.dm.numeric2 unique values
0 missing
ATSC1enumeric10 unique values
0 missing
Eig12_EA.ed.numeric8 unique values
0 missing
ATSC1inumeric10 unique values
0 missing
Eig12_EA.ri.numeric8 unique values
0 missing
ATSC1mnumeric10 unique values
0 missing
Eig13_AEA.bo.numeric6 unique values
0 missing
ATSC1pnumeric10 unique values
0 missing
Eig13_AEA.dm.numeric6 unique values
0 missing
ATSC1snumeric11 unique values
0 missing
Eig13_AEA.ed.numeric6 unique values
0 missing
ATSC1vnumeric10 unique values
0 missing
Eig13_AEA.ri.numeric5 unique values
0 missing
ATSC2enumeric11 unique values
0 missing
Eig13_EAnumeric5 unique values
0 missing
ATSC2inumeric11 unique values
0 missing
Eig13_EA.bo.numeric5 unique values
0 missing
ATSC2mnumeric11 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
ATSC2pnumeric11 unique values
0 missing
Eig13_EA.ed.numeric5 unique values
0 missing
ATSC2snumeric11 unique values
0 missing
Eig13_EA.ri.numeric5 unique values
0 missing
ATSC2vnumeric11 unique values
0 missing
Eig14_AEA.bo.numeric5 unique values
0 missing
ATSC3enumeric11 unique values
0 missing
Eig14_AEA.dm.numeric5 unique values
0 missing
ATSC3inumeric11 unique values
0 missing
Eig14_AEA.ed.numeric5 unique values
0 missing
ATSC3mnumeric11 unique values
0 missing
Eig14_AEA.ri.numeric5 unique values
0 missing
ATSC3pnumeric11 unique values
0 missing
Eig14_EAnumeric4 unique values
0 missing
ATSC3vnumeric11 unique values
0 missing
Eig14_EA.bo.numeric4 unique values
0 missing
ATSC4enumeric11 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
ATSC4inumeric11 unique values
0 missing
Eig14_EA.ed.numeric4 unique values
0 missing
ATSC4mnumeric11 unique values
0 missing
Eig14_EA.ri.numeric4 unique values
0 missing
ATSC4pnumeric11 unique values
0 missing
Eig15_AEA.bo.numeric5 unique values
0 missing
ATSC4snumeric11 unique values
0 missing
Eig15_AEA.dm.numeric4 unique values
0 missing
ATSC4vnumeric11 unique values
0 missing
Eig15_AEA.ed.numeric5 unique values
0 missing
ATSC5enumeric11 unique values
0 missing
Eig15_AEA.ri.numeric5 unique values
0 missing
ATSC5inumeric11 unique values
0 missing
Eig15_EAnumeric5 unique values
0 missing
ATSC5mnumeric11 unique values
0 missing
Eig15_EA.bo.numeric5 unique values
0 missing
ATSC5pnumeric11 unique values
0 missing
Eig15_EA.dm.numeric3 unique values
0 missing
ATSC5snumeric11 unique values
0 missing
Eig15_EA.ed.numeric5 unique values
0 missing
ATSC5vnumeric11 unique values
0 missing
Eig15_EA.ri.numeric5 unique values
0 missing
ATSC6enumeric11 unique values
0 missing
Eta_alphanumeric9 unique values
0 missing
ATSC6inumeric11 unique values
0 missing
Eta_alpha_Anumeric8 unique values
0 missing
ATSC6mnumeric11 unique values
0 missing
Eta_Bnumeric8 unique values
0 missing
ATSC6pnumeric11 unique values
0 missing
Eta_B_Anumeric7 unique values
0 missing
ATSC6snumeric11 unique values
0 missing
Eta_betanumeric10 unique values
0 missing
ATSC6vnumeric11 unique values
0 missing
Eta_beta_Anumeric9 unique values
0 missing
ATSC7enumeric11 unique values
0 missing
Eta_betaPnumeric2 unique values
0 missing
ATSC7inumeric11 unique values
0 missing
Eta_betaP_Anumeric2 unique values
0 missing
ATSC7mnumeric11 unique values
0 missing
Eta_betaSnumeric10 unique values
0 missing
ATSC7pnumeric11 unique values
0 missing
Eta_betaS_Anumeric8 unique values
0 missing
ATSC7snumeric11 unique values
0 missing
Eta_Cnumeric11 unique values
0 missing
ATSC7vnumeric11 unique values
0 missing
Eta_C_Anumeric11 unique values
0 missing
ATSC8enumeric9 unique values
0 missing
Eta_epsinumeric9 unique values
0 missing
ATSC8inumeric9 unique values
0 missing
Eta_epsi_Anumeric9 unique values
0 missing
ATSC8mnumeric9 unique values
0 missing
Eta_Fnumeric11 unique values
0 missing
ATSC8pnumeric9 unique values
0 missing
Eta_FLnumeric11 unique values
0 missing
ATSC8snumeric9 unique values
0 missing
Eta_FL_Anumeric10 unique values
0 missing
ATSC8vnumeric9 unique values
0 missing
Eta_Lnumeric11 unique values
0 missing
BACnumeric9 unique values
0 missing
Eta_L_Anumeric10 unique values
0 missing
BBInumeric9 unique values
0 missing
Eta_sh_pnumeric9 unique values
0 missing
BIC0numeric9 unique values
0 missing
Eta_sh_xnumeric3 unique values
0 missing
BIC1numeric11 unique values
0 missing
Eta_sh_ynumeric10 unique values
0 missing
BIC2numeric11 unique values
0 missing
GATS1enumeric10 unique values
0 missing
BIC3numeric11 unique values
0 missing
GATS1inumeric10 unique values
0 missing
BIC4numeric10 unique values
0 missing
GATS1mnumeric10 unique values
0 missing
BIC5numeric11 unique values
0 missing
GATS1pnumeric10 unique values
0 missing
BIDnumeric9 unique values
0 missing
GATS1snumeric10 unique values
0 missing
BLInumeric11 unique values
0 missing
GATS1vnumeric10 unique values
0 missing
BLTA96numeric9 unique values
0 missing
GATS2enumeric10 unique values
0 missing
BLTD48numeric9 unique values
0 missing
GATS2inumeric10 unique values
0 missing
BLTF96numeric9 unique values
0 missing
GATS2mnumeric11 unique values
0 missing
C.numeric7 unique values
0 missing
GATS2pnumeric11 unique values
0 missing
C.001numeric2 unique values
0 missing
GATS2snumeric11 unique values
0 missing
C.002numeric4 unique values
0 missing
GATS2vnumeric11 unique values
0 missing
C.003numeric2 unique values
0 missing
GATS3enumeric11 unique values
0 missing
C.004numeric2 unique values
0 missing
GATS3inumeric11 unique values
0 missing
C.006numeric4 unique values
0 missing
GATS3mnumeric11 unique values
0 missing
C.008numeric4 unique values
0 missing
GATS3pnumeric10 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
GATS3snumeric11 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
GATS3vnumeric11 unique values
0 missing
CATS2D_01_LLnumeric3 unique values
0 missing
GATS4enumeric11 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GATS4inumeric11 unique values
0 missing
CATS2D_02_ALnumeric3 unique values
0 missing
GATS4mnumeric11 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GATS4pnumeric11 unique values
0 missing
CATS2D_02_DLnumeric2 unique values
0 missing
GATS4snumeric11 unique values
0 missing
CATS2D_02_LLnumeric3 unique values
0 missing
GATS4vnumeric9 unique values
0 missing
CATS2D_03_ALnumeric3 unique values
0 missing
GATS5enumeric11 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
GATS5inumeric11 unique values
0 missing
CATS2D_03_DDnumeric6 unique values
0 missing
GATS5mnumeric10 unique values
0 missing
CATS2D_03_DLnumeric2 unique values
0 missing
GATS5pnumeric10 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
GATS5snumeric11 unique values
0 missing
CATS2D_03_LLnumeric2 unique values
0 missing
GATS5vnumeric11 unique values
0 missing
CATS2D_04_ALnumeric3 unique values
0 missing
GATS6enumeric11 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
GATS6inumeric10 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS6mnumeric11 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
GATS6pnumeric11 unique values
0 missing
CATS2D_04_DLnumeric2 unique values
0 missing
GATS6snumeric11 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
GATS6vnumeric11 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
GATS7enumeric10 unique values
0 missing
CATS2D_04_LLnumeric2 unique values
0 missing
GATS7inumeric7 unique values
0 missing
CATS2D_05_ALnumeric2 unique values
0 missing
GATS7mnumeric10 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS7pnumeric9 unique values
0 missing
CATS2D_05_DDnumeric4 unique values
0 missing
GATS7snumeric10 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
GATS7vnumeric10 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS8enumeric7 unique values
0 missing
CATS2D_05_LLnumeric2 unique values
0 missing
GATS8inumeric5 unique values
0 missing
CATS2D_05_PNnumeric2 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
CATS2D_06_DDnumeric4 unique values
0 missing
CATS2D_06_DLnumeric2 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
CATS2D_06_LLnumeric2 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
CATS2D_07_DLnumeric2 unique values
0 missing
CATS2D_07_LLnumeric2 unique values
0 missing
CATS2D_08_ALnumeric2 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
CATS2D_08_DLnumeric2 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
CATS2D_08_LLnumeric2 unique values
0 missing
CATS2D_09_ALnumeric2 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
CATS2D_09_LLnumeric2 unique values
0 missing
CENTnumeric11 unique values
0 missing
Chi0_AEA.bo.numeric10 unique values
0 missing
Chi0_AEA.dm.numeric10 unique values
0 missing
Chi0_AEA.ed.numeric10 unique values
0 missing
Chi0_AEA.ri.numeric10 unique values
0 missing
Chi0_EAnumeric10 unique values
0 missing
Chi0_EA.bo.numeric10 unique values
0 missing
Chi0_EA.dm.numeric11 unique values
0 missing
Chi0_EA.ed.numeric11 unique values
0 missing
Chi0_EA.ri.numeric11 unique values
0 missing
Chi1_AEA.bo.numeric11 unique values
0 missing
Chi1_AEA.dm.numeric11 unique values
0 missing
Chi1_AEA.ed.numeric11 unique values
0 missing
Chi1_AEA.ri.numeric11 unique values
0 missing
Chi1_EAnumeric11 unique values
0 missing
Chi1_EA.bo.numeric11 unique values
0 missing
Chi1_EA.dm.numeric11 unique values
0 missing
Chi1_EA.ed.numeric11 unique values
0 missing
Chi1_EA.ri.numeric11 unique values
0 missing
CIC0numeric9 unique values
0 missing
CIC1numeric11 unique values
0 missing
CIC2numeric11 unique values
0 missing
CIC3numeric11 unique values
0 missing
CIC4numeric9 unique values
0 missing
CIC5numeric11 unique values
0 missing
CIDnumeric10 unique values
0 missing
CMC.80numeric2 unique values
0 missing
CSInumeric11 unique values
0 missing
DBInumeric10 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
DECCnumeric11 unique values
0 missing
DELSnumeric11 unique values
0 missing
DLS_01numeric2 unique values
0 missing
DLS_02numeric4 unique values
0 missing
DLS_03numeric3 unique values
0 missing
DLS_04numeric4 unique values
0 missing
DLS_06numeric3 unique values
0 missing
DLS_07numeric2 unique values
0 missing
DLS_consnumeric7 unique values
0 missing
Dznumeric9 unique values
0 missing
ECCnumeric11 unique values
0 missing
Eig01_AEA.bo.numeric11 unique values
0 missing
Eig01_AEA.dm.numeric10 unique values
0 missing
Eig01_AEA.ed.numeric11 unique values
0 missing
Eig01_AEA.ri.numeric11 unique values
0 missing
Eig01_EAnumeric11 unique values
0 missing
Eig01_EA.bo.numeric11 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
Eig01_EA.ed.numeric11 unique values
0 missing
Eig01_EA.ri.numeric11 unique values
0 missing
Eig02_AEA.bo.numeric11 unique values
0 missing
Eig02_AEA.dm.numeric11 unique values
0 missing
Eig02_AEA.ed.numeric11 unique values
0 missing
Eig02_AEA.ri.numeric11 unique values
0 missing
Eig02_EAnumeric11 unique values
0 missing
Eig02_EA.bo.numeric11 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
Eig02_EA.ed.numeric11 unique values
0 missing
Eig02_EA.ri.numeric11 unique values
0 missing
Eig03_AEA.bo.numeric11 unique values
0 missing
Eig03_AEA.dm.numeric11 unique values
0 missing
Eig03_AEA.ed.numeric11 unique values
0 missing
Eig03_AEA.ri.numeric11 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
21
Number of instances (rows) of the dataset.
NumberOfFeatures
430
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
429
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
REPTreeDepth3AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.12
Minimum kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.12
Second quartile (Median) of means among attributes of the numeric type.
REPTreeDepth3ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpErrRate
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxKurtosisOfNumericAtts
21
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.44
Minimum of means among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
REPTreeDepth3Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpKappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxMeansOfNumericAtts
332
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
0.71
Second quartile (Median) of skewness among attributes of the numeric type.
RandomTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Dimensionality
20.48
Number of attributes divided by the number of instances.
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.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.76
Second quartile (Median) of standard deviation of attributes of the numeric type.
RandomTreeDepth1ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.58
Minimum skewness among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
RandomTreeDepth1Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
J48.00001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxSkewnessOfNumericAtts
4.58
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
0.95
Third quartile of kurtosis among attributes of the numeric type.
AutoCorrelation
0.48
Average class difference between consecutive instances.
RandomTreeDepth2AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxStdDevOfNumericAtts
410.12
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
PercentageOfNumericFeatures
99.77
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
3.43
Third quartile of means among attributes of the numeric type.
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
RandomTreeDepth2ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
PercentageOfSymbolicFeatures
0.23
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
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
RandomTreeDepth2Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.0001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanKurtosisOfNumericAtts
1.67
Mean kurtosis among attributes of the numeric type.
NaiveBayesAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.24
Third quartile of skewness among attributes of the numeric type.
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
RandomTreeDepth3AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMeansOfNumericAtts
6.11
Mean of means among attributes of the numeric type.
NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1KurtosisOfNumericAtts
-0.73
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.61
Third quartile of standard deviation of attributes of the numeric type.
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
RandomTreeDepth3ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
NaiveBayesKappa
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1MeansOfNumericAtts
0.27
First quartile of means among attributes of the numeric type.
REPTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
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
RandomTreeDepth3Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
REPTreeDepth1ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
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
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
J48.001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile1SkewnessOfNumericAtts
-0.02
First quartile of skewness among attributes of the numeric type.
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
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
kNN1NAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
J48.001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanSkewnessOfNumericAtts
0.65
Mean skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.33
First quartile of standard deviation of attributes of the numeric type.
REPTreeDepth2ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
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
kNN1NErrRate
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
4.96
Mean standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
REPTreeDepth2Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
ClassEntropy
Entropy of the target attribute values.
kNN1NKappa
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2KurtosisOfNumericAtts
-0.21
Second quartile (Median) of kurtosis among attributes of the numeric type.
Show all 107 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5272
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5272
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5272
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5272
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5272
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5272
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5272
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5272
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5272
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5272
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5272
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5272
0 runs - estimation_procedure: 50 times Clustering
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