Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4719

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4719

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: CHEMBL4719 (TID: 11038), and it has 22 rows and 334 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.

336 features

pXC50 (target)numeric22 unique values
0 missing
molecule_id (row identifier)nominal22 unique values
0 missing
Eig01_EA.bo.numeric14 unique values
0 missing
ATSC3snumeric16 unique values
0 missing
Eig01_EA.dm.numeric3 unique values
0 missing
BIC4numeric10 unique values
0 missing
Eig01_EA.ed.numeric11 unique values
0 missing
IC2numeric13 unique values
0 missing
Eig01_EA.ri.numeric15 unique values
0 missing
AACnumeric10 unique values
0 missing
Eig02_AEA.bo.numeric15 unique values
0 missing
AECCnumeric12 unique values
0 missing
Eig02_AEA.dm.numeric15 unique values
0 missing
ALOGPnumeric13 unique values
0 missing
Eig02_AEA.ed.numeric12 unique values
0 missing
ALOGP2numeric13 unique values
0 missing
Eig02_AEA.ri.numeric15 unique values
0 missing
AMRnumeric13 unique values
0 missing
Eig02_EAnumeric12 unique values
0 missing
AMWnumeric10 unique values
0 missing
Eig02_EA.bo.numeric15 unique values
0 missing
ATS1enumeric10 unique values
0 missing
Eig02_EA.dm.numeric4 unique values
0 missing
ATS1inumeric10 unique values
0 missing
Eig02_EA.ed.numeric12 unique values
0 missing
ATS1mnumeric10 unique values
0 missing
Eig02_EA.ri.numeric16 unique values
0 missing
ATS1pnumeric10 unique values
0 missing
Eig03_AEA.bo.numeric15 unique values
0 missing
ATS1snumeric15 unique values
0 missing
Eig03_AEA.dm.numeric14 unique values
0 missing
ATS1vnumeric10 unique values
0 missing
Eig03_AEA.ed.numeric12 unique values
0 missing
ATS2enumeric11 unique values
0 missing
Eig03_AEA.ri.numeric15 unique values
0 missing
ATS2inumeric10 unique values
0 missing
Eig03_EAnumeric12 unique values
0 missing
ATS2mnumeric13 unique values
0 missing
Eig03_EA.bo.numeric15 unique values
0 missing
ATS2pnumeric13 unique values
0 missing
Eig03_EA.dm.numeric3 unique values
0 missing
ATS2snumeric16 unique values
0 missing
Eig03_EA.ed.numeric12 unique values
0 missing
ATS2vnumeric13 unique values
0 missing
Eig03_EA.ri.numeric16 unique values
0 missing
ATS3enumeric13 unique values
0 missing
Eig04_AEA.bo.numeric15 unique values
0 missing
ATS3inumeric13 unique values
0 missing
Eig04_AEA.dm.numeric15 unique values
0 missing
ATS3mnumeric16 unique values
0 missing
Eig04_AEA.ed.numeric12 unique values
0 missing
ATS3pnumeric16 unique values
0 missing
Eig04_AEA.ri.numeric16 unique values
0 missing
ATS3snumeric16 unique values
0 missing
Eig04_EAnumeric12 unique values
0 missing
ATS3vnumeric15 unique values
0 missing
Eig04_EA.bo.numeric15 unique values
0 missing
ATS4enumeric15 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
ATS4inumeric15 unique values
0 missing
Eig04_EA.ed.numeric12 unique values
0 missing
ATS4mnumeric16 unique values
0 missing
Eig04_EA.ri.numeric14 unique values
0 missing
ATS4pnumeric16 unique values
0 missing
Eig05_AEA.bo.numeric15 unique values
0 missing
ATS4snumeric16 unique values
0 missing
Eig05_AEA.dm.numeric16 unique values
0 missing
ATS4vnumeric15 unique values
0 missing
Eig05_AEA.ed.numeric10 unique values
0 missing
ATS5enumeric15 unique values
0 missing
Eig05_AEA.ri.numeric16 unique values
0 missing
ATS5inumeric15 unique values
0 missing
Eig05_EAnumeric12 unique values
0 missing
ATS5mnumeric15 unique values
0 missing
Eig05_EA.bo.numeric15 unique values
0 missing
ATS5pnumeric15 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
ATS5snumeric14 unique values
0 missing
Eig05_EA.ed.numeric12 unique values
0 missing
ATS5vnumeric15 unique values
0 missing
Eig05_EA.ri.numeric16 unique values
0 missing
ATS6enumeric13 unique values
0 missing
Eig06_AEA.bo.numeric15 unique values
0 missing
ATS6inumeric13 unique values
0 missing
Eig06_AEA.dm.numeric15 unique values
0 missing
ATS6mnumeric13 unique values
0 missing
Eig06_AEA.ed.numeric8 unique values
0 missing
ATS6pnumeric13 unique values
0 missing
Eig06_AEA.ri.numeric16 unique values
0 missing
ATS6snumeric13 unique values
0 missing
Eig06_EAnumeric12 unique values
0 missing
ATS6vnumeric13 unique values
0 missing
Eig06_EA.bo.numeric15 unique values
0 missing
ATS7enumeric8 unique values
0 missing
Eig06_EA.dm.numeric3 unique values
0 missing
ATS7inumeric8 unique values
0 missing
Eig06_EA.ed.numeric12 unique values
0 missing
ATS7mnumeric8 unique values
0 missing
Eig06_EA.ri.numeric16 unique values
0 missing
ATS7pnumeric8 unique values
0 missing
Eig07_AEA.bo.numeric15 unique values
0 missing
ATS7snumeric8 unique values
0 missing
Eig07_AEA.dm.numeric16 unique values
0 missing
ATS7vnumeric8 unique values
0 missing
Eig07_AEA.ed.numeric9 unique values
0 missing
ATS8enumeric6 unique values
0 missing
Eig07_AEA.ri.numeric16 unique values
0 missing
ATS8inumeric6 unique values
0 missing
Eig07_EAnumeric11 unique values
0 missing
ATS8mnumeric6 unique values
0 missing
Eig07_EA.bo.numeric15 unique values
0 missing
ATS8pnumeric6 unique values
0 missing
Eig07_EA.dm.numeric3 unique values
0 missing
ATS8snumeric6 unique values
0 missing
Eig07_EA.ed.numeric12 unique values
0 missing
ATS8vnumeric6 unique values
0 missing
Eig07_EA.ri.numeric15 unique values
0 missing
ATSC1enumeric10 unique values
0 missing
Eig08_AEA.bo.numeric13 unique values
0 missing
ATSC1inumeric9 unique values
0 missing
Eig08_AEA.dm.numeric14 unique values
0 missing
ATSC1mnumeric10 unique values
0 missing
Eig08_AEA.ed.numeric10 unique values
0 missing
ATSC1pnumeric10 unique values
0 missing
Eig08_AEA.ri.numeric14 unique values
0 missing
ATSC1snumeric15 unique values
0 missing
Eig08_EAnumeric11 unique values
0 missing
ATSC1vnumeric10 unique values
0 missing
Eig08_EA.bo.numeric13 unique values
0 missing
ATSC2enumeric13 unique values
0 missing
Eig08_EA.dm.numeric3 unique values
0 missing
ATSC2inumeric12 unique values
0 missing
Eig08_EA.ed.numeric11 unique values
0 missing
ATSC2mnumeric13 unique values
0 missing
Eig08_EA.ri.numeric14 unique values
0 missing
ATSC2pnumeric13 unique values
0 missing
Eig09_AEA.bo.numeric9 unique values
0 missing
ATSC2snumeric16 unique values
0 missing
Eig09_AEA.dm.numeric10 unique values
0 missing
ATSC2vnumeric13 unique values
0 missing
Eig09_AEA.ed.numeric8 unique values
0 missing
ATSC3enumeric13 unique values
0 missing
Eig09_AEA.ri.numeric9 unique values
0 missing
ATSC3inumeric14 unique values
0 missing
Eig09_EAnumeric8 unique values
0 missing
ATSC3mnumeric16 unique values
0 missing
Eig09_EA.bo.numeric10 unique values
0 missing
ATSC3pnumeric16 unique values
0 missing
Eig09_EA.dm.numeric4 unique values
0 missing
ATSC3vnumeric16 unique values
0 missing
Eig09_EA.ed.numeric9 unique values
0 missing
ATSC4enumeric16 unique values
0 missing
Eig09_EA.ri.numeric10 unique values
0 missing
ATSC4inumeric16 unique values
0 missing
Eig10_AEA.bo.numeric8 unique values
0 missing
ATSC4mnumeric16 unique values
0 missing
Eig10_AEA.dm.numeric8 unique values
0 missing
ATSC4pnumeric16 unique values
0 missing
Eig10_AEA.ed.numeric6 unique values
0 missing
ATSC4snumeric16 unique values
0 missing
ATSC4vnumeric16 unique values
0 missing
ATSC5enumeric15 unique values
0 missing
ATSC5inumeric15 unique values
0 missing
ATSC5mnumeric15 unique values
0 missing
ATSC5pnumeric15 unique values
0 missing
ATSC5snumeric15 unique values
0 missing
ATSC5vnumeric15 unique values
0 missing
ATSC6enumeric13 unique values
0 missing
ATSC6inumeric13 unique values
0 missing
ATSC6mnumeric13 unique values
0 missing
ATSC6pnumeric13 unique values
0 missing
ATSC6snumeric13 unique values
0 missing
ATSC6vnumeric13 unique values
0 missing
ATSC7enumeric9 unique values
0 missing
ATSC7inumeric9 unique values
0 missing
ATSC7mnumeric9 unique values
0 missing
ATSC7pnumeric9 unique values
0 missing
ATSC7snumeric9 unique values
0 missing
ATSC7vnumeric9 unique values
0 missing
ATSC8enumeric6 unique values
0 missing
ATSC8inumeric6 unique values
0 missing
ATSC8mnumeric6 unique values
0 missing
ATSC8pnumeric6 unique values
0 missing
ATSC8snumeric6 unique values
0 missing
ATSC8vnumeric6 unique values
0 missing
BACnumeric10 unique values
0 missing
BBInumeric9 unique values
0 missing
BIC0numeric10 unique values
0 missing
BIC1numeric11 unique values
0 missing
BIC2numeric12 unique values
0 missing
BIC3numeric11 unique values
0 missing
BIC5numeric9 unique values
0 missing
BIDnumeric12 unique values
0 missing
BLInumeric15 unique values
0 missing
BLTA96numeric10 unique values
0 missing
BLTD48numeric10 unique values
0 missing
BLTF96numeric10 unique values
0 missing
Br.091numeric2 unique values
0 missing
C.numeric9 unique values
0 missing
C.001numeric3 unique values
0 missing
C.002numeric4 unique values
0 missing
C.003numeric2 unique values
0 missing
C.005numeric2 unique values
0 missing
C.006numeric3 unique values
0 missing
C.008numeric3 unique values
0 missing
C.040numeric2 unique values
0 missing
C.041numeric2 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_AAnumeric2 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
CATS2D_01_LLnumeric5 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
CATS2D_02_ALnumeric3 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
CATS2D_02_LLnumeric5 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
CATS2D_02_PNnumeric2 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
CATS2D_03_LLnumeric3 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
CATS2D_04_ALnumeric4 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
CATS2D_04_LLnumeric3 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
CATS2D_05_ALnumeric3 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
CATS2D_05_LLnumeric3 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
CATS2D_06_ALnumeric3 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
CATS2D_06_LLnumeric3 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
CATS2D_07_ALnumeric3 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
CATS2D_07_APnumeric2 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_DNnumeric3 unique values
0 missing
CATS2D_07_DPnumeric3 unique values
0 missing
CATS2D_07_LLnumeric2 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
CATS2D_07_PNnumeric2 unique values
0 missing
CATS2D_07_PPnumeric2 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
CATS2D_08_DLnumeric2 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
CENTnumeric12 unique values
0 missing
Chi0_AEA.bo.numeric12 unique values
0 missing
Chi0_AEA.dm.numeric12 unique values
0 missing
Chi0_AEA.ed.numeric12 unique values
0 missing
Chi0_AEA.ri.numeric12 unique values
0 missing
Chi0_EAnumeric12 unique values
0 missing
Chi0_EA.bo.numeric14 unique values
0 missing
Chi0_EA.dm.numeric8 unique values
0 missing
Chi0_EA.ed.numeric12 unique values
0 missing
Chi0_EA.ri.numeric16 unique values
0 missing
Chi1_AEA.bo.numeric12 unique values
0 missing
Chi1_AEA.dm.numeric12 unique values
0 missing
Chi1_AEA.ed.numeric12 unique values
0 missing
Chi1_AEA.ri.numeric12 unique values
0 missing
Chi1_EAnumeric12 unique values
0 missing
Chi1_EA.bo.numeric15 unique values
0 missing
Chi1_EA.dm.numeric8 unique values
0 missing
Chi1_EA.ed.numeric12 unique values
0 missing
Chi1_EA.ri.numeric16 unique values
0 missing
CIC0numeric10 unique values
0 missing
CIC1numeric11 unique values
0 missing
CIC2numeric13 unique values
0 missing
CIC3numeric13 unique values
0 missing
CIC4numeric12 unique values
0 missing
CIC5numeric11 unique values
0 missing
CIDnumeric11 unique values
0 missing
Cl.086numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
CSInumeric12 unique values
0 missing
DBInumeric9 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
D.Dtr05numeric10 unique values
0 missing
D.Dtr06numeric2 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
DECCnumeric12 unique values
0 missing
DELSnumeric16 unique values
0 missing
DLS_01numeric2 unique values
0 missing
DLS_02numeric3 unique values
0 missing
DLS_03numeric2 unique values
0 missing
DLS_04numeric3 unique values
0 missing
DLS_05numeric2 unique values
0 missing
DLS_06numeric3 unique values
0 missing
DLS_07numeric2 unique values
0 missing
DLS_consnumeric5 unique values
0 missing
Dznumeric10 unique values
0 missing
ECCnumeric12 unique values
0 missing
Eig01_AEA.bo.numeric15 unique values
0 missing
Eig01_AEA.dm.numeric14 unique values
0 missing
Eig01_AEA.ed.numeric11 unique values
0 missing
Eig01_AEA.ri.numeric15 unique values
0 missing
Eig01_EAnumeric12 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
22
Number of instances (rows) of the dataset.
NumberOfFeatures
336
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
335
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
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
1.63
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
0.92
Second quartile (Median) of kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
0.97
Second quartile (Median) of means among attributes of the numeric type.
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
-1.86
Minimum kurtosis among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
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
22
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.38
Minimum of means among attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
0.38
Second quartile (Median) of skewness among attributes of the numeric type.
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
88.64
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Quartile2StdDevOfNumericAtts
0.53
Second quartile (Median) of standard deviation of attributes of the numeric type.
RandomTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Dimensionality
15.27
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.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
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
-4.69
Minimum skewness among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3KurtosisOfNumericAtts
8.09
Third quartile of kurtosis among attributes of the numeric type.
AutoCorrelation
0.18
Average class difference between consecutive instances.
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
4.69
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.02
Minimum standard deviation of attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3MeansOfNumericAtts
2.88
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
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
57.17
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
PercentageOfNumericFeatures
99.7
Percentage of numeric 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
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
0.3
Percentage of nominal attributes.
Quartile3SkewnessOfNumericAtts
2.64
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
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
4.41
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.
Quartile3StdDevOfNumericAtts
0.98
Third quartile of standard deviation of attributes of the numeric type.
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
2.86
Mean of means among attributes of the numeric type.
NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1KurtosisOfNumericAtts
-0.63
First quartile of kurtosis among attributes of the numeric type.
REPTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
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
0.09
First quartile of means among attributes of the numeric type.
REPTreeDepth1ErrRate
Error rate 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.
REPTreeDepth1Kappa
Kappa coefficient 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
-0.3
First quartile of skewness among attributes of the numeric type.
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
0.93
Mean skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.28
First quartile of standard deviation of attributes of the numeric type.
Show all 107 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4719
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4719
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4719
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4719
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4719
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4719
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4719
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4719
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4719
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4719
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4719
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4719
0 runs - estimation_procedure: 50 times Clustering
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