Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3641

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3641

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: CHEMBL3641 (TID: 18064), and it has 11 rows and 403 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.

405 features

pXC50 (target)numeric8 unique values
0 missing
molecule_id (row identifier)nominal11 unique values
0 missing
Eig06_AEA.ed.numeric8 unique values
0 missing
Eta_F_Anumeric10 unique values
0 missing
Eig06_AEA.ri.numeric10 unique values
0 missing
Eta_L_Anumeric10 unique values
0 missing
Eig06_EAnumeric8 unique values
0 missing
SpMAD_EA.ri.numeric10 unique values
0 missing
Eig06_EA.bo.numeric7 unique values
0 missing
X2Avnumeric10 unique values
0 missing
Eig06_EA.ed.numeric8 unique values
0 missing
JGI4numeric8 unique values
0 missing
Eig06_EA.ri.numeric10 unique values
0 missing
MATS2snumeric9 unique values
0 missing
Eig07_AEA.bo.numeric9 unique values
0 missing
MATS5inumeric10 unique values
0 missing
Eig07_AEA.dm.numeric9 unique values
0 missing
ATSC4snumeric10 unique values
0 missing
Eig07_AEA.ed.numeric3 unique values
0 missing
GATS6inumeric10 unique values
0 missing
Eig07_AEA.ri.numeric6 unique values
0 missing
MATS7pnumeric10 unique values
0 missing
Eig07_EAnumeric4 unique values
0 missing
SpMAD_AEA.ri.numeric9 unique values
0 missing
Eig07_EA.bo.numeric7 unique values
0 missing
X2Anumeric8 unique values
0 missing
Eig07_EA.ed.numeric4 unique values
0 missing
AACnumeric9 unique values
0 missing
Eig07_EA.ri.numeric8 unique values
0 missing
AECCnumeric9 unique values
0 missing
Eig08_AEA.bo.numeric9 unique values
0 missing
ALOGPnumeric10 unique values
0 missing
Eig08_AEA.dm.numeric10 unique values
0 missing
ALOGP2numeric9 unique values
0 missing
Eig08_AEA.ed.numeric6 unique values
0 missing
AMRnumeric10 unique values
0 missing
Eig08_AEA.ri.numeric8 unique values
0 missing
AMWnumeric9 unique values
0 missing
Eig08_EAnumeric5 unique values
0 missing
ARRnumeric4 unique values
0 missing
Eig08_EA.bo.numeric7 unique values
0 missing
ATS1enumeric9 unique values
0 missing
Eig08_EA.ed.numeric7 unique values
0 missing
ATS1inumeric9 unique values
0 missing
Eig08_EA.ri.numeric8 unique values
0 missing
ATS1mnumeric9 unique values
0 missing
Eig09_AEA.bo.numeric7 unique values
0 missing
ATS1pnumeric9 unique values
0 missing
Eig09_AEA.dm.numeric6 unique values
0 missing
ATS1snumeric10 unique values
0 missing
Eig09_AEA.ed.numeric7 unique values
0 missing
ATS1vnumeric9 unique values
0 missing
Eig09_AEA.ri.numeric7 unique values
0 missing
ATS2enumeric10 unique values
0 missing
Eig09_EAnumeric6 unique values
0 missing
ATS2inumeric9 unique values
0 missing
Eig09_EA.bo.numeric9 unique values
0 missing
ATS2mnumeric10 unique values
0 missing
Eig09_EA.ed.numeric8 unique values
0 missing
ATS2pnumeric10 unique values
0 missing
Eig09_EA.ri.numeric7 unique values
0 missing
ATS2snumeric10 unique values
0 missing
Eig10_AEA.bo.numeric7 unique values
0 missing
ATS2vnumeric10 unique values
0 missing
Eig10_AEA.dm.numeric8 unique values
0 missing
ATS3enumeric10 unique values
0 missing
Eig10_AEA.ed.numeric5 unique values
0 missing
ATS3inumeric10 unique values
0 missing
Eig10_AEA.ri.numeric8 unique values
0 missing
ATS3mnumeric10 unique values
0 missing
Eig10_EAnumeric5 unique values
0 missing
ATS3pnumeric10 unique values
0 missing
Eig10_EA.bo.numeric8 unique values
0 missing
ATS3snumeric10 unique values
0 missing
Eig10_EA.dm.numeric3 unique values
0 missing
ATS3vnumeric10 unique values
0 missing
Eig10_EA.ed.numeric6 unique values
0 missing
ATS4enumeric10 unique values
0 missing
Eig10_EA.ri.numeric8 unique values
0 missing
ATS4inumeric9 unique values
0 missing
Eig11_AEA.bo.numeric8 unique values
0 missing
ATS4mnumeric10 unique values
0 missing
Eig11_AEA.dm.numeric8 unique values
0 missing
ATS4pnumeric10 unique values
0 missing
Eig11_AEA.ed.numeric5 unique values
0 missing
ATS4snumeric10 unique values
0 missing
Eig11_AEA.ri.numeric8 unique values
0 missing
ATS4vnumeric10 unique values
0 missing
Eig11_EAnumeric5 unique values
0 missing
ATS5enumeric10 unique values
0 missing
Eig11_EA.bo.numeric8 unique values
0 missing
ATS5inumeric10 unique values
0 missing
Eig11_EA.dm.numeric4 unique values
0 missing
ATS5mnumeric10 unique values
0 missing
Eig11_EA.ed.numeric6 unique values
0 missing
ATS5pnumeric10 unique values
0 missing
Eig11_EA.ri.numeric10 unique values
0 missing
ATS5snumeric10 unique values
0 missing
Eig12_AEA.bo.numeric8 unique values
0 missing
ATS5vnumeric10 unique values
0 missing
Eig12_AEA.dm.numeric10 unique values
0 missing
ATS6enumeric10 unique values
0 missing
Eig12_AEA.ed.numeric7 unique values
0 missing
ATS6inumeric10 unique values
0 missing
Eig12_AEA.ri.numeric7 unique values
0 missing
ATS6mnumeric10 unique values
0 missing
Eig12_EAnumeric6 unique values
0 missing
ATS6pnumeric10 unique values
0 missing
Eig12_EA.bo.numeric9 unique values
0 missing
ATS6snumeric10 unique values
0 missing
Eig12_EA.dm.numeric4 unique values
0 missing
ATS6vnumeric10 unique values
0 missing
Eig12_EA.ed.numeric9 unique values
0 missing
ATS7enumeric10 unique values
0 missing
Eig12_EA.ri.numeric9 unique values
0 missing
ATS7inumeric10 unique values
0 missing
Eig13_AEA.bo.numeric7 unique values
0 missing
ATS7mnumeric10 unique values
0 missing
Eig13_AEA.dm.numeric6 unique values
0 missing
ATS7pnumeric10 unique values
0 missing
Eig13_AEA.ed.numeric7 unique values
0 missing
ATS7snumeric10 unique values
0 missing
Eig13_AEA.ri.numeric7 unique values
0 missing
ATS7vnumeric10 unique values
0 missing
Eig13_EAnumeric6 unique values
0 missing
ATS8enumeric9 unique values
0 missing
Eig13_EA.bo.numeric8 unique values
0 missing
ATS8inumeric8 unique values
0 missing
Eig13_EA.dm.numeric3 unique values
0 missing
ATS8mnumeric9 unique values
0 missing
Eig13_EA.ed.numeric6 unique values
0 missing
ATS8pnumeric9 unique values
0 missing
Eig13_EA.ri.numeric6 unique values
0 missing
ATS8snumeric9 unique values
0 missing
Eig14_AEA.bo.numeric6 unique values
0 missing
ATS8vnumeric9 unique values
0 missing
Eig14_AEA.dm.numeric5 unique values
0 missing
ATSC1enumeric9 unique values
0 missing
Eig14_AEA.ed.numeric6 unique values
0 missing
ATSC1inumeric9 unique values
0 missing
Eig14_AEA.ri.numeric6 unique values
0 missing
ATSC1mnumeric9 unique values
0 missing
Eig14_EAnumeric6 unique values
0 missing
ATSC1pnumeric9 unique values
0 missing
Eig14_EA.bo.numeric6 unique values
0 missing
ATSC1snumeric10 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
ATSC1vnumeric9 unique values
0 missing
Eig14_EA.ed.numeric7 unique values
0 missing
ATSC2enumeric10 unique values
0 missing
Eig14_EA.ri.numeric6 unique values
0 missing
ATSC2inumeric10 unique values
0 missing
Eig15_AEA.bo.numeric4 unique values
0 missing
ATSC2mnumeric10 unique values
0 missing
Eig15_AEA.dm.numeric5 unique values
0 missing
ATSC2pnumeric10 unique values
0 missing
Eig15_AEA.ed.numeric4 unique values
0 missing
ATSC2snumeric10 unique values
0 missing
Eig15_AEA.ri.numeric5 unique values
0 missing
ATSC2vnumeric10 unique values
0 missing
Eig15_EAnumeric5 unique values
0 missing
ATSC3enumeric10 unique values
0 missing
Eig15_EA.bo.numeric5 unique values
0 missing
ATSC3inumeric10 unique values
0 missing
Eig15_EA.ed.numeric5 unique values
0 missing
ATSC3mnumeric10 unique values
0 missing
Eig15_EA.ri.numeric5 unique values
0 missing
ATSC3pnumeric10 unique values
0 missing
Eta_alphanumeric8 unique values
0 missing
ATSC3snumeric10 unique values
0 missing
Eta_alpha_Anumeric8 unique values
0 missing
ATSC3vnumeric10 unique values
0 missing
Eta_Bnumeric4 unique values
0 missing
ATSC4enumeric10 unique values
0 missing
Eta_B_Anumeric8 unique values
0 missing
ATSC4inumeric10 unique values
0 missing
Eta_betanumeric8 unique values
0 missing
ATSC4mnumeric10 unique values
0 missing
Eta_beta_Anumeric8 unique values
0 missing
ATSC4pnumeric10 unique values
0 missing
Eta_betaPnumeric2 unique values
0 missing
ATSC4vnumeric10 unique values
0 missing
Eta_betaP_Anumeric8 unique values
0 missing
ATSC5enumeric10 unique values
0 missing
Eta_betaSnumeric8 unique values
0 missing
ATSC5inumeric10 unique values
0 missing
Eta_betaS_Anumeric7 unique values
0 missing
ATSC5mnumeric10 unique values
0 missing
Eta_Cnumeric10 unique values
0 missing
ATSC5pnumeric10 unique values
0 missing
Eta_C_Anumeric9 unique values
0 missing
ATSC5snumeric10 unique values
0 missing
Eta_epsinumeric9 unique values
0 missing
ATSC5vnumeric10 unique values
0 missing
Eta_epsi_Anumeric9 unique values
0 missing
ATSC6enumeric9 unique values
0 missing
Eta_Fnumeric10 unique values
0 missing
ATSC6inumeric10 unique values
0 missing
Eta_FLnumeric3 unique values
0 missing
ATSC6mnumeric10 unique values
0 missing
Eta_FL_Anumeric9 unique values
0 missing
ATSC6pnumeric10 unique values
0 missing
Eta_Lnumeric10 unique values
0 missing
ATSC6snumeric10 unique values
0 missing
Eta_sh_pnumeric10 unique values
0 missing
ATSC6vnumeric10 unique values
0 missing
Eta_sh_xnumeric8 unique values
0 missing
ATSC7enumeric10 unique values
0 missing
Eta_sh_ynumeric10 unique values
0 missing
ATSC7inumeric10 unique values
0 missing
GATS1enumeric9 unique values
0 missing
ATSC7mnumeric10 unique values
0 missing
GATS1inumeric7 unique values
0 missing
ATSC7pnumeric10 unique values
0 missing
GATS1mnumeric9 unique values
0 missing
ATSC7snumeric10 unique values
0 missing
GATS1pnumeric9 unique values
0 missing
ATSC7vnumeric10 unique values
0 missing
GATS1snumeric8 unique values
0 missing
ATSC8enumeric10 unique values
0 missing
GATS1vnumeric9 unique values
0 missing
ATSC8inumeric10 unique values
0 missing
GATS2enumeric10 unique values
0 missing
ATSC8mnumeric10 unique values
0 missing
GATS2inumeric10 unique values
0 missing
ATSC8pnumeric10 unique values
0 missing
GATS2mnumeric8 unique values
0 missing
ATSC8snumeric10 unique values
0 missing
GATS2pnumeric10 unique values
0 missing
ATSC8vnumeric10 unique values
0 missing
GATS2snumeric9 unique values
0 missing
BACnumeric9 unique values
0 missing
GATS2vnumeric9 unique values
0 missing
BBInumeric9 unique values
0 missing
GATS3enumeric9 unique values
0 missing
BIC0numeric9 unique values
0 missing
GATS3inumeric10 unique values
0 missing
BIC1numeric10 unique values
0 missing
GATS3mnumeric10 unique values
0 missing
BIC2numeric10 unique values
0 missing
GATS3pnumeric9 unique values
0 missing
BIC3numeric10 unique values
0 missing
GATS3snumeric10 unique values
0 missing
BIC4numeric10 unique values
0 missing
GATS3vnumeric9 unique values
0 missing
BIC5numeric10 unique values
0 missing
GATS4enumeric10 unique values
0 missing
BIDnumeric9 unique values
0 missing
GATS4inumeric10 unique values
0 missing
BLInumeric8 unique values
0 missing
GATS4mnumeric9 unique values
0 missing
BLTA96numeric8 unique values
0 missing
GATS4pnumeric10 unique values
0 missing
BLTD48numeric8 unique values
0 missing
GATS4snumeric10 unique values
0 missing
BLTF96numeric8 unique values
0 missing
GATS4vnumeric10 unique values
0 missing
C.numeric7 unique values
0 missing
GATS5enumeric10 unique values
0 missing
C.001numeric3 unique values
0 missing
GATS5inumeric10 unique values
0 missing
C.002numeric5 unique values
0 missing
GATS5mnumeric10 unique values
0 missing
C.003numeric3 unique values
0 missing
GATS5pnumeric10 unique values
0 missing
C.005numeric2 unique values
0 missing
GATS5snumeric10 unique values
0 missing
C.008numeric2 unique values
0 missing
GATS5vnumeric10 unique values
0 missing
C.024numeric2 unique values
0 missing
GATS6enumeric10 unique values
0 missing
C.025numeric2 unique values
0 missing
GATS6mnumeric10 unique values
0 missing
CATS2D_01_LLnumeric9 unique values
0 missing
GATS6pnumeric10 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
GATS6snumeric10 unique values
0 missing
CATS2D_02_ALnumeric2 unique values
0 missing
GATS6vnumeric10 unique values
0 missing
CATS2D_02_DLnumeric2 unique values
0 missing
GATS7enumeric10 unique values
0 missing
CATS2D_02_LLnumeric9 unique values
0 missing
GATS7inumeric10 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
GATS7mnumeric10 unique values
0 missing
CATS2D_03_ALnumeric2 unique values
0 missing
GATS7pnumeric10 unique values
0 missing
CATS2D_03_DLnumeric2 unique values
0 missing
GATS7snumeric10 unique values
0 missing
CATS2D_03_LLnumeric7 unique values
0 missing
GATS7vnumeric9 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
GATS8enumeric8 unique values
0 missing
CATS2D_04_ALnumeric2 unique values
0 missing
GATS8inumeric8 unique values
0 missing
CATS2D_04_DLnumeric3 unique values
0 missing
GATS8mnumeric8 unique values
0 missing
CATS2D_04_LLnumeric7 unique values
0 missing
CATS2D_04_NLnumeric4 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
CATS2D_05_ALnumeric4 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
CATS2D_05_LLnumeric4 unique values
0 missing
CATS2D_05_NLnumeric5 unique values
0 missing
CATS2D_06_ALnumeric5 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
CATS2D_06_LLnumeric5 unique values
0 missing
CATS2D_06_NLnumeric5 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
CATS2D_07_LLnumeric3 unique values
0 missing
CATS2D_07_NLnumeric5 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
CATS2D_08_ALnumeric5 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
CATS2D_08_LLnumeric3 unique values
0 missing
CATS2D_08_NLnumeric4 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
CATS2D_09_LLnumeric3 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
CENTnumeric9 unique values
0 missing
Chi0_AEA.bo.numeric9 unique values
0 missing
Chi0_AEA.dm.numeric9 unique values
0 missing
Chi0_AEA.ed.numeric9 unique values
0 missing
Chi0_AEA.ri.numeric9 unique values
0 missing
Chi0_EAnumeric9 unique values
0 missing
Chi0_EA.bo.numeric9 unique values
0 missing
Chi0_EA.dm.numeric4 unique values
0 missing
Chi0_EA.ed.numeric9 unique values
0 missing
Chi0_EA.ri.numeric10 unique values
0 missing
Chi1_AEA.bo.numeric9 unique values
0 missing
Chi1_AEA.dm.numeric9 unique values
0 missing
Chi1_AEA.ed.numeric9 unique values
0 missing
Chi1_AEA.ri.numeric9 unique values
0 missing
Chi1_EAnumeric9 unique values
0 missing
Chi1_EA.bo.numeric9 unique values
0 missing
Chi1_EA.dm.numeric5 unique values
0 missing
Chi1_EA.ed.numeric9 unique values
0 missing
Chi1_EA.ri.numeric10 unique values
0 missing
CIC0numeric9 unique values
0 missing
CIC1numeric10 unique values
0 missing
CIC2numeric10 unique values
0 missing
CIC3numeric10 unique values
0 missing
CIC4numeric10 unique values
0 missing
CIC5numeric10 unique values
0 missing
CIDnumeric9 unique values
0 missing
CMC.80numeric2 unique values
0 missing
CSInumeric9 unique values
0 missing
DBInumeric9 unique values
0 missing
D.Dtr06numeric4 unique values
0 missing
DECCnumeric9 unique values
0 missing
DELSnumeric10 unique values
0 missing
DLS_02numeric2 unique values
0 missing
DLS_03numeric2 unique values
0 missing
DLS_consnumeric2 unique values
0 missing
Dznumeric7 unique values
0 missing
ECCnumeric9 unique values
0 missing
Eig01_AEA.bo.numeric3 unique values
0 missing
Eig01_AEA.dm.numeric7 unique values
0 missing
Eig01_AEA.ed.numeric2 unique values
0 missing
Eig01_AEA.ri.numeric4 unique values
0 missing
Eig01_EAnumeric4 unique values
0 missing
Eig01_EA.bo.numeric3 unique values
0 missing
Eig01_EA.dm.numeric2 unique values
0 missing
Eig01_EA.ed.numeric5 unique values
0 missing
Eig01_EA.ri.numeric5 unique values
0 missing
Eig02_AEA.bo.numeric8 unique values
0 missing
Eig02_AEA.dm.numeric2 unique values
0 missing
Eig02_AEA.ed.numeric7 unique values
0 missing
Eig02_AEA.ri.numeric10 unique values
0 missing
Eig02_EAnumeric9 unique values
0 missing
Eig02_EA.bo.numeric8 unique values
0 missing
Eig02_EA.dm.numeric2 unique values
0 missing
Eig02_EA.ed.numeric8 unique values
0 missing
Eig02_EA.ri.numeric9 unique values
0 missing
Eig03_AEA.bo.numeric9 unique values
0 missing
Eig03_AEA.dm.numeric9 unique values
0 missing
Eig03_AEA.ed.numeric5 unique values
0 missing
Eig03_AEA.ri.numeric10 unique values
0 missing
Eig03_EAnumeric9 unique values
0 missing
Eig03_EA.bo.numeric9 unique values
0 missing
Eig03_EA.ed.numeric9 unique values
0 missing
Eig03_EA.ri.numeric9 unique values
0 missing
Eig04_AEA.bo.numeric9 unique values
0 missing
Eig04_AEA.dm.numeric10 unique values
0 missing
Eig04_AEA.ed.numeric6 unique values
0 missing
Eig04_AEA.ri.numeric10 unique values
0 missing
Eig04_EAnumeric9 unique values
0 missing
Eig04_EA.bo.numeric9 unique values
0 missing
Eig04_EA.ed.numeric9 unique values
0 missing
Eig04_EA.ri.numeric10 unique values
0 missing
Eig05_AEA.bo.numeric9 unique values
0 missing
Eig05_AEA.dm.numeric10 unique values
0 missing
Eig05_AEA.ed.numeric9 unique values
0 missing
Eig05_AEA.ri.numeric9 unique values
0 missing
Eig05_EAnumeric8 unique values
0 missing
Eig05_EA.bo.numeric9 unique values
0 missing
Eig05_EA.ed.numeric9 unique values
0 missing
Eig05_EA.ri.numeric10 unique values
0 missing
Eig06_AEA.bo.numeric7 unique values
0 missing
Eig06_AEA.dm.numeric10 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
11
Number of instances (rows) of the dataset.
NumberOfFeatures
405
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
404
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
-2.44
Minimum kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.38
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
11
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.8
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
311.45
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
-0.11
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
36.82
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
0.44
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
-3.32
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
3.32
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
0.1
Third quartile of kurtosis among attributes of the numeric type.
AutoCorrelation
0.45
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
157.74
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
PercentageOfNumericFeatures
99.75
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
3.95
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
0.25
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
0.08
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
0.47
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
6.5
Mean of means among attributes of the numeric type.
NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1KurtosisOfNumericAtts
-1.4
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.05
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
0.49
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
-0.59
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
-0.11
Mean skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.16
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
1.83
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
-0.78
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-CHEMBL3641
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3641
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3641
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3641
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3641
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3641
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3641
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3641
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3641
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3641
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3641
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3641
0 runs - estimation_procedure: 50 times Clustering
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