Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL212

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL212

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 by Noureddin Sadawi
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL212 (TID: 49), and it has 29 rows and 289 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.

291 features

pXC50 (target)numeric23 unique values
0 missing
molecule_id (row identifier)nominal29 unique values
0 missing
DELSnumeric28 unique values
0 missing
GATS8enumeric28 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
GATS4snumeric29 unique values
0 missing
DLS_01numeric2 unique values
0 missing
MATS4enumeric26 unique values
0 missing
DLS_02numeric4 unique values
0 missing
AACnumeric20 unique values
0 missing
DLS_03numeric3 unique values
0 missing
AECCnumeric25 unique values
0 missing
DLS_04numeric6 unique values
0 missing
ALOGPnumeric24 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ALOGP2numeric24 unique values
0 missing
DLS_06numeric4 unique values
0 missing
AMRnumeric24 unique values
0 missing
DLS_07numeric3 unique values
0 missing
AMWnumeric20 unique values
0 missing
DLS_consnumeric12 unique values
0 missing
ARRnumeric14 unique values
0 missing
Dznumeric17 unique values
0 missing
ATS1enumeric21 unique values
0 missing
ECCnumeric25 unique values
0 missing
ATS1inumeric22 unique values
0 missing
Eig01_AEA.bo.numeric13 unique values
0 missing
ATS1mnumeric18 unique values
0 missing
Eig01_AEA.dm.numeric20 unique values
0 missing
ATS1pnumeric23 unique values
0 missing
Eig01_AEA.ed.numeric7 unique values
0 missing
ATS1snumeric23 unique values
0 missing
Eig01_AEA.ri.numeric13 unique values
0 missing
ATS1vnumeric22 unique values
0 missing
Eig01_EAnumeric11 unique values
0 missing
ATS2enumeric24 unique values
0 missing
Eig01_EA.bo.numeric19 unique values
0 missing
ATS2inumeric22 unique values
0 missing
Eig01_EA.dm.numeric10 unique values
0 missing
ATS2mnumeric23 unique values
0 missing
Eig01_EA.ed.numeric13 unique values
0 missing
ATS2pnumeric23 unique values
0 missing
Eig01_EA.ri.numeric16 unique values
0 missing
ATS2snumeric23 unique values
0 missing
Eig02_AEA.bo.numeric24 unique values
0 missing
ATS2vnumeric23 unique values
0 missing
Eig02_AEA.dm.numeric18 unique values
0 missing
ATS3enumeric23 unique values
0 missing
Eig02_AEA.ed.numeric25 unique values
0 missing
ATS3inumeric24 unique values
0 missing
Eig02_AEA.ri.numeric26 unique values
0 missing
ATS3mnumeric24 unique values
0 missing
Eig02_EAnumeric26 unique values
0 missing
ATS3pnumeric25 unique values
0 missing
Eig02_EA.bo.numeric7 unique values
0 missing
ATS3snumeric28 unique values
0 missing
Eig02_EA.dm.numeric12 unique values
0 missing
ATS3vnumeric22 unique values
0 missing
Eig02_EA.ed.numeric26 unique values
0 missing
ATS4enumeric25 unique values
0 missing
Eig02_EA.ri.numeric26 unique values
0 missing
ATS4inumeric25 unique values
0 missing
Eig03_AEA.bo.numeric17 unique values
0 missing
ATS4mnumeric28 unique values
0 missing
Eig03_AEA.dm.numeric26 unique values
0 missing
ATS4pnumeric27 unique values
0 missing
Eig03_AEA.ed.numeric25 unique values
0 missing
ATS4snumeric28 unique values
0 missing
Eig03_AEA.ri.numeric18 unique values
0 missing
ATS4vnumeric25 unique values
0 missing
ATS5enumeric25 unique values
0 missing
ATS5inumeric29 unique values
0 missing
ATS5mnumeric28 unique values
0 missing
ATS5pnumeric29 unique values
0 missing
ATS5snumeric29 unique values
0 missing
ATS5vnumeric27 unique values
0 missing
ATS6enumeric29 unique values
0 missing
ATS6inumeric29 unique values
0 missing
ATS6mnumeric29 unique values
0 missing
ATS6pnumeric28 unique values
0 missing
ATS6snumeric29 unique values
0 missing
ATS6vnumeric29 unique values
0 missing
ATS7enumeric28 unique values
0 missing
ATS7inumeric27 unique values
0 missing
ATS7mnumeric27 unique values
0 missing
ATS7pnumeric28 unique values
0 missing
ATS7snumeric28 unique values
0 missing
ATS7vnumeric28 unique values
0 missing
ATS8enumeric29 unique values
0 missing
ATS8inumeric29 unique values
0 missing
ATS8mnumeric29 unique values
0 missing
ATS8pnumeric29 unique values
0 missing
ATS8snumeric27 unique values
0 missing
ATS8vnumeric29 unique values
0 missing
ATSC1enumeric24 unique values
0 missing
ATSC1inumeric24 unique values
0 missing
ATSC1mnumeric24 unique values
0 missing
ATSC1pnumeric24 unique values
0 missing
ATSC1snumeric24 unique values
0 missing
ATSC1vnumeric23 unique values
0 missing
ATSC2enumeric24 unique values
0 missing
ATSC2inumeric24 unique values
0 missing
ATSC2mnumeric24 unique values
0 missing
ATSC2pnumeric24 unique values
0 missing
ATSC2snumeric25 unique values
0 missing
ATSC2vnumeric24 unique values
0 missing
ATSC3enumeric25 unique values
0 missing
ATSC3inumeric24 unique values
0 missing
ATSC3mnumeric25 unique values
0 missing
ATSC3pnumeric25 unique values
0 missing
ATSC3snumeric29 unique values
0 missing
ATSC3vnumeric25 unique values
0 missing
ATSC4enumeric29 unique values
0 missing
ATSC4inumeric29 unique values
0 missing
ATSC4mnumeric29 unique values
0 missing
ATSC4pnumeric28 unique values
0 missing
ATSC4snumeric29 unique values
0 missing
ATSC4vnumeric29 unique values
0 missing
ATSC5enumeric28 unique values
0 missing
ATSC5inumeric29 unique values
0 missing
ATSC5mnumeric29 unique values
0 missing
ATSC5pnumeric29 unique values
0 missing
ATSC5snumeric29 unique values
0 missing
ATSC5vnumeric29 unique values
0 missing
ATSC6enumeric29 unique values
0 missing
ATSC6inumeric29 unique values
0 missing
ATSC6mnumeric29 unique values
0 missing
ATSC6pnumeric29 unique values
0 missing
ATSC6snumeric29 unique values
0 missing
ATSC6vnumeric29 unique values
0 missing
ATSC7enumeric28 unique values
0 missing
ATSC7inumeric28 unique values
0 missing
ATSC7mnumeric28 unique values
0 missing
ATSC7pnumeric28 unique values
0 missing
ATSC7snumeric29 unique values
0 missing
ATSC7vnumeric28 unique values
0 missing
ATSC8enumeric29 unique values
0 missing
ATSC8inumeric29 unique values
0 missing
ATSC8mnumeric29 unique values
0 missing
ATSC8pnumeric29 unique values
0 missing
ATSC8snumeric29 unique values
0 missing
ATSC8vnumeric29 unique values
0 missing
BACnumeric11 unique values
0 missing
BBInumeric13 unique values
0 missing
BIC0numeric19 unique values
0 missing
BIC1numeric24 unique values
0 missing
BIC2numeric27 unique values
0 missing
BIC3numeric23 unique values
0 missing
BIC4numeric19 unique values
0 missing
BIC5numeric19 unique values
0 missing
BIDnumeric13 unique values
0 missing
BLInumeric22 unique values
0 missing
BLTA96numeric20 unique values
0 missing
BLTD48numeric20 unique values
0 missing
BLTF96numeric20 unique values
0 missing
C.numeric19 unique values
0 missing
C.001numeric3 unique values
0 missing
C.002numeric4 unique values
0 missing
C.003numeric2 unique values
0 missing
C.005numeric3 unique values
0 missing
C.006numeric5 unique values
0 missing
C.007numeric2 unique values
0 missing
C.008numeric2 unique values
0 missing
C.009numeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
C.024numeric6 unique values
0 missing
C.025numeric4 unique values
0 missing
C.026numeric3 unique values
0 missing
C.027numeric3 unique values
0 missing
C.028numeric2 unique values
0 missing
C.034numeric2 unique values
0 missing
C.040numeric3 unique values
0 missing
C.044numeric2 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_ANnumeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
CATS2D_01_LLnumeric10 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
CATS2D_02_ALnumeric10 unique values
0 missing
CATS2D_02_ANnumeric3 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_DLnumeric5 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
CATS2D_02_LLnumeric10 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
CATS2D_03_AAnumeric6 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
CATS2D_03_LLnumeric7 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
CATS2D_04_ALnumeric13 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
CATS2D_04_LLnumeric8 unique values
0 missing
CATS2D_04_NLnumeric4 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
CATS2D_05_ALnumeric12 unique values
0 missing
CATS2D_05_ANnumeric3 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric4 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_NLnumeric5 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
CATS2D_06_ALnumeric11 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
CATS2D_06_LLnumeric10 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
CATS2D_07_AAnumeric5 unique values
0 missing
CATS2D_07_ALnumeric10 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
CATS2D_07_LLnumeric8 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
CATS2D_08_ALnumeric10 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
CATS2D_08_LLnumeric14 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
CATS2D_09_ALnumeric10 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
CATS2D_09_LLnumeric10 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
CENTnumeric27 unique values
0 missing
Chi0_AEA.bo.numeric22 unique values
0 missing
Chi0_AEA.dm.numeric22 unique values
0 missing
Chi0_AEA.ed.numeric22 unique values
0 missing
Chi0_AEA.ri.numeric22 unique values
0 missing
Chi0_EAnumeric22 unique values
0 missing
Chi0_EA.bo.numeric23 unique values
0 missing
Chi0_EA.dm.numeric24 unique values
0 missing
Chi0_EA.ed.numeric28 unique values
0 missing
Chi0_EA.ri.numeric24 unique values
0 missing
Chi1_AEA.bo.numeric24 unique values
0 missing
Chi1_AEA.dm.numeric24 unique values
0 missing
Chi1_AEA.ed.numeric24 unique values
0 missing
Chi1_AEA.ri.numeric24 unique values
0 missing
Chi1_EAnumeric24 unique values
0 missing
Chi1_EA.bo.numeric24 unique values
0 missing
Chi1_EA.dm.numeric28 unique values
0 missing
Chi1_EA.ed.numeric28 unique values
0 missing
Chi1_EA.ri.numeric29 unique values
0 missing
CIC0numeric20 unique values
0 missing
CIC1numeric25 unique values
0 missing
CIC2numeric28 unique values
0 missing
CIC3numeric27 unique values
0 missing
CIC4numeric24 unique values
0 missing
CIC5numeric24 unique values
0 missing
CIDnumeric20 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
CSInumeric24 unique values
0 missing
DBInumeric14 unique values
0 missing
D.Dtr05numeric7 unique values
0 missing
D.Dtr06numeric28 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
D.Dtr09numeric7 unique values
0 missing
D.Dtr10numeric22 unique values
0 missing
D.Dtr11numeric2 unique values
0 missing
DECCnumeric27 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
29
Number of instances (rows) of the dataset.
NumberOfFeatures
291
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
290
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
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
29
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.66
Minimum of means among attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
-0.3
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
2530.66
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Quartile2StdDevOfNumericAtts
0.44
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
10.03
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
-2.75
Minimum skewness among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3KurtosisOfNumericAtts
0.35
Third quartile of kurtosis among attributes of the numeric type.
AutoCorrelation
0.09
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
5.39
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
PercentageOfNumericFeatures
99.66
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
8.94
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
726.68
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
PercentageOfSymbolicFeatures
0.34
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
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.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.64
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
1.04
Mean kurtosis among attributes of the numeric type.
NaiveBayesAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1KurtosisOfNumericAtts
-0.77
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.03
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
25.09
Mean of means among attributes of the numeric type.
NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1MeansOfNumericAtts
0.81
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_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
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_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.
Quartile1SkewnessOfNumericAtts
-0.77
First quartile of skewness among attributes of the numeric type.
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.
Quartile1StdDevOfNumericAtts
0.19
First quartile of standard deviation of 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
0.13
Mean skewness among attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among 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
6.39
Mean standard deviation of attributes of the numeric type.
Quartile2KurtosisOfNumericAtts
-0.4
Second quartile (Median) of kurtosis among attributes of the numeric type.
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.
Quartile2MeansOfNumericAtts
4.03
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
-2.1
Minimum kurtosis among attributes of the numeric type.
Show all 107 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL212
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL212
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL212
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL212
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL212
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL212
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL212
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL212
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL212
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL212
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL212
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL212
0 runs - estimation_procedure: 50 times Clustering
Define a new task