Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795138

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795138

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: CHEMBL1795138 (TID: 104218), and it has 47 rows and 304 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.

306 features

pXC50 (target)numeric45 unique values
0 missing
molecule_id (row identifier)nominal47 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
GATS7mnumeric45 unique values
0 missing
CATS2D_09_PLnumeric6 unique values
0 missing
IC1numeric44 unique values
0 missing
CATS2D_09_PNnumeric2 unique values
0 missing
GATS7snumeric41 unique values
0 missing
CENTnumeric42 unique values
0 missing
JGI5numeric9 unique values
0 missing
Chi0_AEA.bo.numeric42 unique values
0 missing
Eig15_AEA.dm.numeric22 unique values
0 missing
Chi0_AEA.dm.numeric42 unique values
0 missing
ZM1MulPernumeric47 unique values
0 missing
Chi0_AEA.ed.numeric42 unique values
0 missing
MATS5snumeric42 unique values
0 missing
Chi0_AEA.ri.numeric42 unique values
0 missing
MATS6mnumeric45 unique values
0 missing
Chi0_EAnumeric42 unique values
0 missing
P_VSA_s_6numeric24 unique values
0 missing
Chi0_EA.bo.numeric45 unique values
0 missing
MATS5mnumeric41 unique values
0 missing
Chi0_EA.dm.numeric38 unique values
0 missing
ATSC1snumeric47 unique values
0 missing
Chi0_EA.ed.numeric42 unique values
0 missing
GATS5pnumeric43 unique values
0 missing
Chi0_EA.ri.numeric46 unique values
0 missing
PCRnumeric33 unique values
0 missing
Chi1_AEA.bo.numeric42 unique values
0 missing
ATSC7enumeric47 unique values
0 missing
Chi1_AEA.dm.numeric42 unique values
0 missing
AACnumeric41 unique values
0 missing
Chi1_AEA.ed.numeric42 unique values
0 missing
AECCnumeric42 unique values
0 missing
Chi1_AEA.ri.numeric42 unique values
0 missing
ALOGPnumeric47 unique values
0 missing
Chi1_EAnumeric42 unique values
0 missing
ALOGP2numeric46 unique values
0 missing
Chi1_EA.bo.numeric46 unique values
0 missing
AMRnumeric47 unique values
0 missing
Chi1_EA.dm.numeric37 unique values
0 missing
AMWnumeric43 unique values
0 missing
Chi1_EA.ed.numeric41 unique values
0 missing
ARRnumeric28 unique values
0 missing
Chi1_EA.ri.numeric46 unique values
0 missing
ATS1enumeric44 unique values
0 missing
CIC0numeric44 unique values
0 missing
ATS1inumeric44 unique values
0 missing
CIC1numeric42 unique values
0 missing
ATS1mnumeric43 unique values
0 missing
CIC2numeric45 unique values
0 missing
ATS1pnumeric45 unique values
0 missing
CIC3numeric44 unique values
0 missing
ATS1snumeric41 unique values
0 missing
CIC4numeric37 unique values
0 missing
ATS1vnumeric42 unique values
0 missing
CIC5numeric40 unique values
0 missing
ATS2enumeric44 unique values
0 missing
CIDnumeric37 unique values
0 missing
ATS2inumeric43 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATS2mnumeric44 unique values
0 missing
CSInumeric42 unique values
0 missing
ATS2pnumeric45 unique values
0 missing
DBInumeric28 unique values
0 missing
ATS2snumeric46 unique values
0 missing
D.Dtr05numeric25 unique values
0 missing
ATS2vnumeric44 unique values
0 missing
D.Dtr06numeric42 unique values
0 missing
ATS3enumeric45 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
ATS3inumeric44 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
ATS3mnumeric44 unique values
0 missing
DECCnumeric42 unique values
0 missing
ATS3pnumeric45 unique values
0 missing
DELSnumeric47 unique values
0 missing
ATS3snumeric42 unique values
0 missing
DLS_01numeric4 unique values
0 missing
ATS3vnumeric46 unique values
0 missing
DLS_02numeric2 unique values
0 missing
ATS4enumeric47 unique values
0 missing
DLS_03numeric4 unique values
0 missing
ATS4inumeric43 unique values
0 missing
DLS_04numeric6 unique values
0 missing
ATS4mnumeric45 unique values
0 missing
DLS_05numeric2 unique values
0 missing
ATS4pnumeric45 unique values
0 missing
DLS_06numeric4 unique values
0 missing
ATS4snumeric46 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS4vnumeric45 unique values
0 missing
DLS_consnumeric12 unique values
0 missing
ATS5enumeric47 unique values
0 missing
Dznumeric35 unique values
0 missing
ATS5inumeric46 unique values
0 missing
ECCnumeric41 unique values
0 missing
ATS5mnumeric45 unique values
0 missing
Eig01_AEA.bo.numeric8 unique values
0 missing
ATS5pnumeric45 unique values
0 missing
ATS5snumeric45 unique values
0 missing
ATS5vnumeric47 unique values
0 missing
ATS6enumeric45 unique values
0 missing
ATS6inumeric46 unique values
0 missing
ATS6mnumeric44 unique values
0 missing
ATS6pnumeric47 unique values
0 missing
ATS6snumeric44 unique values
0 missing
ATS6vnumeric45 unique values
0 missing
ATS7enumeric47 unique values
0 missing
ATS7inumeric45 unique values
0 missing
ATS7mnumeric47 unique values
0 missing
ATS7pnumeric42 unique values
0 missing
ATS7snumeric45 unique values
0 missing
ATS7vnumeric45 unique values
0 missing
ATS8enumeric44 unique values
0 missing
ATS8inumeric47 unique values
0 missing
ATS8mnumeric46 unique values
0 missing
ATS8pnumeric44 unique values
0 missing
ATS8snumeric46 unique values
0 missing
ATS8vnumeric45 unique values
0 missing
ATSC1enumeric36 unique values
0 missing
ATSC1inumeric42 unique values
0 missing
ATSC1mnumeric45 unique values
0 missing
ATSC1pnumeric43 unique values
0 missing
ATSC1vnumeric45 unique values
0 missing
ATSC2enumeric41 unique values
0 missing
ATSC2inumeric44 unique values
0 missing
ATSC2mnumeric46 unique values
0 missing
ATSC2pnumeric46 unique values
0 missing
ATSC2snumeric47 unique values
0 missing
ATSC2vnumeric45 unique values
0 missing
ATSC3enumeric46 unique values
0 missing
ATSC3inumeric47 unique values
0 missing
ATSC3mnumeric47 unique values
0 missing
ATSC3pnumeric47 unique values
0 missing
ATSC3snumeric47 unique values
0 missing
ATSC3vnumeric46 unique values
0 missing
ATSC4enumeric45 unique values
0 missing
ATSC4inumeric46 unique values
0 missing
ATSC4mnumeric47 unique values
0 missing
ATSC4pnumeric47 unique values
0 missing
ATSC4snumeric47 unique values
0 missing
ATSC4vnumeric47 unique values
0 missing
ATSC5enumeric44 unique values
0 missing
ATSC5inumeric46 unique values
0 missing
ATSC5mnumeric47 unique values
0 missing
ATSC5pnumeric47 unique values
0 missing
ATSC5snumeric47 unique values
0 missing
ATSC5vnumeric47 unique values
0 missing
ATSC6enumeric44 unique values
0 missing
ATSC6inumeric45 unique values
0 missing
ATSC6mnumeric47 unique values
0 missing
ATSC6pnumeric47 unique values
0 missing
ATSC6snumeric47 unique values
0 missing
ATSC6vnumeric47 unique values
0 missing
ATSC7inumeric46 unique values
0 missing
ATSC7mnumeric47 unique values
0 missing
ATSC7pnumeric47 unique values
0 missing
ATSC7snumeric47 unique values
0 missing
ATSC7vnumeric47 unique values
0 missing
ATSC8enumeric47 unique values
0 missing
ATSC8inumeric46 unique values
0 missing
ATSC8mnumeric47 unique values
0 missing
ATSC8pnumeric47 unique values
0 missing
ATSC8snumeric47 unique values
0 missing
ATSC8vnumeric47 unique values
0 missing
BACnumeric27 unique values
0 missing
BBInumeric29 unique values
0 missing
BIC0numeric24 unique values
0 missing
BIC1numeric34 unique values
0 missing
BIC2numeric40 unique values
0 missing
BIC3numeric36 unique values
0 missing
BIC4numeric29 unique values
0 missing
BIC5numeric30 unique values
0 missing
BIDnumeric20 unique values
0 missing
BLInumeric41 unique values
0 missing
BLTA96numeric42 unique values
0 missing
BLTD48numeric44 unique values
0 missing
BLTF96numeric43 unique values
0 missing
C.numeric34 unique values
0 missing
C.001numeric5 unique values
0 missing
C.002numeric8 unique values
0 missing
C.003numeric2 unique values
0 missing
C.005numeric2 unique values
0 missing
C.006numeric7 unique values
0 missing
C.008numeric4 unique values
0 missing
C.011numeric2 unique values
0 missing
C.016numeric2 unique values
0 missing
C.017numeric2 unique values
0 missing
C.024numeric8 unique values
0 missing
C.025numeric6 unique values
0 missing
C.026numeric4 unique values
0 missing
C.027numeric2 unique values
0 missing
C.028numeric2 unique values
0 missing
C.032numeric2 unique values
0 missing
C.034numeric2 unique values
0 missing
C.038numeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
C.040numeric6 unique values
0 missing
C.041numeric3 unique values
0 missing
C.043numeric2 unique values
0 missing
CATS2D_00_DDnumeric6 unique values
0 missing
CATS2D_00_DPnumeric6 unique values
0 missing
CATS2D_00_PPnumeric6 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
CATS2D_01_LLnumeric13 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
CATS2D_02_APnumeric6 unique values
0 missing
CATS2D_02_DAnumeric11 unique values
0 missing
CATS2D_02_DDnumeric4 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
CATS2D_02_DPnumeric5 unique values
0 missing
CATS2D_02_LLnumeric13 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
CATS2D_02_PLnumeric6 unique values
0 missing
CATS2D_02_PPnumeric3 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
CATS2D_03_ALnumeric11 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
CATS2D_03_DDnumeric5 unique values
0 missing
CATS2D_03_DLnumeric10 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
CATS2D_03_PLnumeric5 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
CATS2D_04_ALnumeric12 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
CATS2D_04_APnumeric3 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
CATS2D_04_DLnumeric9 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
CATS2D_04_PLnumeric5 unique values
0 missing
CATS2D_05_AAnumeric9 unique values
0 missing
CATS2D_05_ALnumeric11 unique values
0 missing
CATS2D_05_ANnumeric3 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
CATS2D_05_DAnumeric11 unique values
0 missing
CATS2D_05_DDnumeric4 unique values
0 missing
CATS2D_05_DLnumeric7 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
CATS2D_05_DPnumeric3 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
CATS2D_05_PLnumeric5 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
CATS2D_06_ALnumeric13 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
CATS2D_06_DAnumeric9 unique values
0 missing
CATS2D_06_DDnumeric6 unique values
0 missing
CATS2D_06_DLnumeric8 unique values
0 missing
CATS2D_06_DNnumeric3 unique values
0 missing
CATS2D_06_DPnumeric3 unique values
0 missing
CATS2D_06_LLnumeric12 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
CATS2D_06_NNnumeric2 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
CATS2D_06_PNnumeric2 unique values
0 missing
CATS2D_07_AAnumeric7 unique values
0 missing
CATS2D_07_ALnumeric18 unique values
0 missing
CATS2D_07_ANnumeric4 unique values
0 missing
CATS2D_07_APnumeric5 unique values
0 missing
CATS2D_07_DAnumeric6 unique values
0 missing
CATS2D_07_DDnumeric6 unique values
0 missing
CATS2D_07_DLnumeric10 unique values
0 missing
CATS2D_07_DNnumeric4 unique values
0 missing
CATS2D_07_DPnumeric6 unique values
0 missing
CATS2D_07_LLnumeric14 unique values
0 missing
CATS2D_07_NLnumeric2 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_AAnumeric5 unique values
0 missing
CATS2D_08_ALnumeric13 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
CATS2D_08_APnumeric6 unique values
0 missing
CATS2D_08_DAnumeric10 unique values
0 missing
CATS2D_08_DDnumeric8 unique values
0 missing
CATS2D_08_DLnumeric9 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
CATS2D_08_DPnumeric7 unique values
0 missing
CATS2D_08_LLnumeric14 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
CATS2D_08_PPnumeric2 unique values
0 missing
CATS2D_09_AAnumeric5 unique values
0 missing
CATS2D_09_ALnumeric11 unique values
0 missing
CATS2D_09_ANnumeric3 unique values
0 missing
CATS2D_09_APnumeric5 unique values
0 missing
CATS2D_09_DAnumeric8 unique values
0 missing
CATS2D_09_DDnumeric5 unique values
0 missing
CATS2D_09_DLnumeric12 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
CATS2D_09_DPnumeric3 unique values
0 missing
CATS2D_09_LLnumeric13 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
47
Number of instances (rows) of the dataset.
NumberOfFeatures
306
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
305
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
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
4873.11
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
0.74
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
6.51
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
0.66
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
-2.67
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
6.86
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
4.4
Third quartile of kurtosis among attributes of the numeric type.
AutoCorrelation
0.6
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
2124.7
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
PercentageOfNumericFeatures
99.67
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
8.32
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
0.33
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
4.94
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
2.15
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
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
39.5
Mean of means among attributes of the numeric type.
NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1KurtosisOfNumericAtts
-0.12
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.44
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
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
0.51
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
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_NaiveBayesKappa
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
CfsSubsetEval_kNN1NAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
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
0.16
First quartile of skewness among attributes of the numeric type.
REPTreeDepth1Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
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
1.37
Mean skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.18
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_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
13.83
Mean standard deviation of 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
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
0.84
Second quartile (Median) of kurtosis among attributes of the numeric type.
REPTreeDepth2Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
REPTreeDepth3AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.89
Minimum kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.32
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
47
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.18
Minimum of means among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Show all 107 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795138
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795138
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795138
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795138
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795138
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795138
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795138
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795138
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795138
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795138
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795138
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795138
0 runs - estimation_procedure: 50 times Clustering
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