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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4956

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4956

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 by James
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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: CHEMBL4956 (TID: 12770), and it has 64 rows and 297 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.

299 features

pXC50 (target)numeric61 unique values
0 missing
molecule_id (row identifier)nominal64 unique values
0 missing
Eig06_AEA.ed.numeric35 unique values
0 missing
Eig06_EA.ed.numeric41 unique values
0 missing
SM15_AEA.dm.numeric41 unique values
0 missing
MATS3inumeric51 unique values
0 missing
SpMin2_Bh.e.numeric32 unique values
0 missing
GATS7enumeric61 unique values
0 missing
GATS7snumeric62 unique values
0 missing
SpMin2_Bh.p.numeric36 unique values
0 missing
SpMin2_Bh.v.numeric36 unique values
0 missing
SpMin2_Bh.i.numeric29 unique values
0 missing
SpMin1_Bh.s.numeric37 unique values
0 missing
SpMax1_Bh.e.numeric32 unique values
0 missing
SpMax1_Bh.v.numeric38 unique values
0 missing
Eig01_EA.ri.numeric34 unique values
0 missing
SpDiam_EA.ri.numeric36 unique values
0 missing
SpMax4_Bh.e.numeric51 unique values
0 missing
SpMax4_Bh.i.numeric44 unique values
0 missing
SpMax4_Bh.p.numeric47 unique values
0 missing
SpMax_EA.ri.numeric34 unique values
0 missing
HVcpxnumeric46 unique values
0 missing
IDEnumeric47 unique values
0 missing
MATS3pnumeric55 unique values
0 missing
MSDnumeric49 unique values
0 missing
SpMin3_Bh.i.numeric40 unique values
0 missing
SpMin1_Bh.v.numeric31 unique values
0 missing
Eig02_EA.bo.numeric40 unique values
0 missing
Eig08_AEA.bo.numeric45 unique values
0 missing
Eig08_EA.bo.numeric40 unique values
0 missing
Eig09_EA.bo.numeric42 unique values
0 missing
Eig15_AEA.bo.numeric47 unique values
0 missing
Eig15_AEA.ri.numeric53 unique values
0 missing
Eig15_EAnumeric40 unique values
0 missing
Eig15_EA.bo.numeric46 unique values
0 missing
Eig15_EA.ed.numeric46 unique values
0 missing
Eig15_EA.ri.numeric42 unique values
0 missing
MPC06numeric38 unique values
0 missing
S2Knumeric54 unique values
0 missing
SM09_AEA.dm.numeric40 unique values
0 missing
SM10_AEA.ri.numeric46 unique values
0 missing
SM12_AEA.ri.numeric40 unique values
0 missing
SpDiam_EA.ed.numeric34 unique values
0 missing
SpMax2_Bh.e.numeric45 unique values
0 missing
SpMax4_Bh.m.numeric55 unique values
0 missing
SpMax4_Bh.v.numeric48 unique values
0 missing
SpMax5_Bh.e.numeric56 unique values
0 missing
SpMax5_Bh.i.numeric51 unique values
0 missing
SpMax5_Bh.m.numeric49 unique values
0 missing
SpMax6_Bh.e.numeric56 unique values
0 missing
SpMax6_Bh.i.numeric51 unique values
0 missing
SpMin6_Bh.v.numeric49 unique values
0 missing
SpMin7_Bh.e.numeric54 unique values
0 missing
SpMin7_Bh.i.numeric50 unique values
0 missing
SpMin8_Bh.e.numeric32 unique values
0 missing
SpMin8_Bh.i.numeric34 unique values
0 missing
SpMin8_Bh.v.numeric31 unique values
0 missing
GGI9numeric43 unique values
0 missing
SpDiam_AEA.ed.numeric32 unique values
0 missing
ATS6mnumeric60 unique values
0 missing
Eig01_EA.bo.numeric27 unique values
0 missing
SM11_AEA.ri.numeric27 unique values
0 missing
SM14_EA.bo.numeric47 unique values
0 missing
SM15_EA.bo.numeric47 unique values
0 missing
SpDiam_EA.bo.numeric27 unique values
0 missing
SpMax_EA.bo.numeric27 unique values
0 missing
Eta_alphanumeric45 unique values
0 missing
Psi_i_1numeric59 unique values
0 missing
SpMaxA_AEA.dm.numeric36 unique values
0 missing
X1MulPernumeric60 unique values
0 missing
X1Pernumeric60 unique values
0 missing
X1solnumeric45 unique values
0 missing
MPC09numeric41 unique values
0 missing
ZM2Madnumeric56 unique values
0 missing
SM12_EA.ed.numeric45 unique values
0 missing
SpMin6_Bh.s.numeric56 unique values
0 missing
D.Dtr05numeric49 unique values
0 missing
SpMax5_Bh.p.numeric53 unique values
0 missing
SpMax5_Bh.v.numeric56 unique values
0 missing
SpMin5_Bh.e.numeric52 unique values
0 missing
SpMin5_Bh.i.numeric48 unique values
0 missing
SpMin5_Bh.m.numeric42 unique values
0 missing
SpMin6_Bh.m.numeric50 unique values
0 missing
nCconjnumeric6 unique values
0 missing
D.Dtr07numeric15 unique values
0 missing
D.Dtr11numeric16 unique values
0 missing
AACnumeric49 unique values
0 missing
AECCnumeric49 unique values
0 missing
ALOGPnumeric54 unique values
0 missing
ALOGP2numeric54 unique values
0 missing
AMRnumeric54 unique values
0 missing
AMWnumeric53 unique values
0 missing
ARRnumeric28 unique values
0 missing
ATS1enumeric51 unique values
0 missing
ATS1inumeric51 unique values
0 missing
ATS1mnumeric50 unique values
0 missing
ATS1pnumeric52 unique values
0 missing
ATS1snumeric54 unique values
0 missing
ATS1vnumeric51 unique values
0 missing
ATS2enumeric51 unique values
0 missing
ATS2inumeric52 unique values
0 missing
ATS2mnumeric49 unique values
0 missing
ATS2pnumeric52 unique values
0 missing
ATS2snumeric59 unique values
0 missing
ATS2vnumeric52 unique values
0 missing
ATS3enumeric52 unique values
0 missing
ATS3inumeric54 unique values
0 missing
ATS3mnumeric57 unique values
0 missing
ATS3pnumeric57 unique values
0 missing
ATS3snumeric60 unique values
0 missing
ATS3vnumeric55 unique values
0 missing
ATS4enumeric59 unique values
0 missing
ATS4inumeric59 unique values
0 missing
ATS4mnumeric61 unique values
0 missing
ATS4pnumeric60 unique values
0 missing
ATS4snumeric63 unique values
0 missing
ATS4vnumeric61 unique values
0 missing
ATS5enumeric57 unique values
0 missing
ATS5inumeric59 unique values
0 missing
ATS5mnumeric64 unique values
0 missing
ATS5pnumeric60 unique values
0 missing
ATS5snumeric64 unique values
0 missing
ATS5vnumeric61 unique values
0 missing
ATS6enumeric60 unique values
0 missing
ATS6inumeric60 unique values
0 missing
ATS6pnumeric60 unique values
0 missing
ATS6snumeric61 unique values
0 missing
ATS6vnumeric62 unique values
0 missing
ATS7enumeric62 unique values
0 missing
ATS7inumeric60 unique values
0 missing
ATS7mnumeric63 unique values
0 missing
ATS7pnumeric60 unique values
0 missing
ATS7snumeric60 unique values
0 missing
ATS7vnumeric59 unique values
0 missing
ATS8enumeric62 unique values
0 missing
ATS8inumeric61 unique values
0 missing
ATS8mnumeric63 unique values
0 missing
ATS8pnumeric63 unique values
0 missing
ATS8snumeric63 unique values
0 missing
ATS8vnumeric61 unique values
0 missing
ATSC1enumeric46 unique values
0 missing
ATSC1inumeric50 unique values
0 missing
ATSC1mnumeric52 unique values
0 missing
ATSC1pnumeric53 unique values
0 missing
ATSC1snumeric58 unique values
0 missing
ATSC1vnumeric52 unique values
0 missing
ATSC2enumeric52 unique values
0 missing
ATSC2inumeric53 unique values
0 missing
ATSC2mnumeric54 unique values
0 missing
ATSC2pnumeric54 unique values
0 missing
ATSC2snumeric63 unique values
0 missing
ATSC2vnumeric54 unique values
0 missing
ATSC3enumeric58 unique values
0 missing
ATSC3inumeric59 unique values
0 missing
ATSC3mnumeric60 unique values
0 missing
ATSC3pnumeric56 unique values
0 missing
ATSC3snumeric64 unique values
0 missing
ATSC3vnumeric60 unique values
0 missing
ATSC4enumeric62 unique values
0 missing
ATSC4inumeric60 unique values
0 missing
ATSC4mnumeric64 unique values
0 missing
ATSC4pnumeric63 unique values
0 missing
ATSC4snumeric64 unique values
0 missing
ATSC4vnumeric64 unique values
0 missing
ATSC5enumeric60 unique values
0 missing
ATSC5inumeric62 unique values
0 missing
ATSC5mnumeric64 unique values
0 missing
ATSC5pnumeric64 unique values
0 missing
ATSC5snumeric64 unique values
0 missing
ATSC5vnumeric64 unique values
0 missing
ATSC6enumeric60 unique values
0 missing
ATSC6inumeric62 unique values
0 missing
ATSC6mnumeric64 unique values
0 missing
ATSC6pnumeric64 unique values
0 missing
ATSC6snumeric64 unique values
0 missing
ATSC6vnumeric64 unique values
0 missing
ATSC7enumeric60 unique values
0 missing
ATSC7inumeric63 unique values
0 missing
ATSC7mnumeric64 unique values
0 missing
ATSC7pnumeric63 unique values
0 missing
ATSC7snumeric64 unique values
0 missing
ATSC7vnumeric64 unique values
0 missing
ATSC8enumeric61 unique values
0 missing
ATSC8inumeric61 unique values
0 missing
ATSC8mnumeric64 unique values
0 missing
ATSC8pnumeric63 unique values
0 missing
ATSC8snumeric64 unique values
0 missing
ATSC8vnumeric64 unique values
0 missing
BACnumeric20 unique values
0 missing
BBInumeric21 unique values
0 missing
BIC0numeric38 unique values
0 missing
BIC1numeric47 unique values
0 missing
BIC2numeric51 unique values
0 missing
BIC3numeric45 unique values
0 missing
BIC4numeric44 unique values
0 missing
BIC5numeric45 unique values
0 missing
BIDnumeric23 unique values
0 missing
BLInumeric49 unique values
0 missing
BLTA96numeric51 unique values
0 missing
BLTD48numeric50 unique values
0 missing
BLTF96numeric49 unique values
0 missing
C.numeric38 unique values
0 missing
C.001numeric5 unique values
0 missing
C.002numeric7 unique values
0 missing
C.003numeric2 unique values
0 missing
C.004numeric2 unique values
0 missing
C.005numeric4 unique values
0 missing
C.006numeric6 unique values
0 missing
C.007numeric3 unique values
0 missing
C.008numeric2 unique values
0 missing
C.009numeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
C.015numeric2 unique values
0 missing
C.016numeric2 unique values
0 missing
C.017numeric2 unique values
0 missing
C.019numeric2 unique values
0 missing
C.021numeric3 unique values
0 missing
C.022numeric3 unique values
0 missing
C.023numeric2 unique values
0 missing
C.024numeric13 unique values
0 missing
C.025numeric6 unique values
0 missing
C.026numeric5 unique values
0 missing
C.027numeric5 unique values
0 missing
C.028numeric4 unique values
0 missing
C.029numeric2 unique values
0 missing
C.030numeric2 unique values
0 missing
C.032numeric2 unique values
0 missing
C.033numeric3 unique values
0 missing
C.034numeric3 unique values
0 missing
C.035numeric2 unique values
0 missing
C.036numeric2 unique values
0 missing
C.038numeric2 unique values
0 missing
C.039numeric3 unique values
0 missing
C.040numeric4 unique values
0 missing
C.041numeric2 unique values
0 missing
C.042numeric3 unique values
0 missing
C.043numeric4 unique values
0 missing
C.044numeric2 unique values
0 missing
CATS2D_01_AAnumeric4 unique values
0 missing
CATS2D_01_LLnumeric15 unique values
0 missing
CATS2D_02_AAnumeric7 unique values
0 missing
CATS2D_02_ALnumeric10 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
CATS2D_02_LLnumeric17 unique values
0 missing
CATS2D_03_AAnumeric8 unique values
0 missing
CATS2D_03_ALnumeric11 unique values
0 missing
CATS2D_03_LLnumeric16 unique values
0 missing
CATS2D_04_AAnumeric10 unique values
0 missing
CATS2D_04_ALnumeric14 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
CATS2D_04_DLnumeric2 unique values
0 missing
CATS2D_04_LLnumeric12 unique values
0 missing
CATS2D_05_AAnumeric6 unique values
0 missing
CATS2D_05_ALnumeric12 unique values
0 missing
CATS2D_05_DLnumeric2 unique values
0 missing
CATS2D_05_LLnumeric13 unique values
0 missing
CATS2D_06_AAnumeric7 unique values
0 missing
CATS2D_06_ALnumeric17 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
CATS2D_06_LLnumeric14 unique values
0 missing
CATS2D_07_AAnumeric7 unique values
0 missing
CATS2D_07_ALnumeric13 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
CATS2D_07_LLnumeric14 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
CATS2D_08_ALnumeric15 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
CATS2D_08_LLnumeric18 unique values
0 missing
CATS2D_09_AAnumeric6 unique values
0 missing
CATS2D_09_ALnumeric12 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
CATS2D_09_LLnumeric18 unique values
0 missing
CENTnumeric49 unique values
0 missing
Chi0_AEA.bo.numeric44 unique values
0 missing
Chi0_AEA.dm.numeric44 unique values
0 missing
Chi0_AEA.ed.numeric44 unique values
0 missing
Chi0_AEA.ri.numeric44 unique values
0 missing
Chi0_EAnumeric44 unique values
0 missing
Chi0_EA.bo.numeric49 unique values
0 missing
Chi0_EA.dm.numeric46 unique values
0 missing
Chi0_EA.ed.numeric49 unique values
0 missing
Chi0_EA.ri.numeric56 unique values
0 missing
Chi1_AEA.bo.numeric48 unique values
0 missing
Chi1_AEA.dm.numeric48 unique values
0 missing
Chi1_AEA.ed.numeric48 unique values
0 missing
Chi1_AEA.ri.numeric48 unique values
0 missing
Chi1_EAnumeric48 unique values
0 missing
Chi1_EA.bo.numeric52 unique values
0 missing
Chi1_EA.dm.numeric49 unique values
0 missing
Chi1_EA.ed.numeric47 unique values
0 missing
Chi1_EA.ri.numeric60 unique values
0 missing
CIC0numeric50 unique values
0 missing
CIC1numeric53 unique values
0 missing
CIC2numeric64 unique values
0 missing
CIC3numeric59 unique values
0 missing
CIC4numeric52 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
64
Number of instances (rows) of the dataset.
NumberOfFeatures
299
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
298
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
AutoCorrelation
-0.01
Average class difference between consecutive instances.
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
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
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
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
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
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
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
ClassEntropy
Entropy of the target attribute values.
DecisionStumpAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
DecisionStumpErrRate
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
DecisionStumpKappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
Dimensionality
4.67
Number of attributes divided by the number of instances.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
J48.00001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
J48.00001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
J48.00001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
J48.0001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
J48.0001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
J48.0001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001
J48.001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001
J48.001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001
J48.001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MajorityClassSize
Number of instances belonging to the most frequent class.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
64
Maximum kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
1544.5
Maximum of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MaxSkewnessOfNumericAtts
8
Maximum skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
1266.26
Maximum standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MeanKurtosisOfNumericAtts
4.59
Mean kurtosis among attributes of the numeric type.
MeanMeansOfNumericAtts
13.23
Mean of means among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
MeanSkewnessOfNumericAtts
1.28
Mean skewness among attributes of the numeric type.
MeanStdDevOfNumericAtts
7.44
Mean standard deviation of attributes of the numeric type.
MinAttributeEntropy
Minimal entropy among attributes.
MinKurtosisOfNumericAtts
-2
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.05
Minimum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.03
Minimum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.02
Minimum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NaiveBayesAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
NaiveBayesKappa
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
NumberOfBinaryFeatures
0
Number of binary attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
PercentageOfNumericFeatures
99.67
Percentage of numeric attributes.
PercentageOfSymbolicFeatures
0.33
Percentage of nominal attributes.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile1KurtosisOfNumericAtts
1.14
First quartile of kurtosis among attributes of the numeric type.
Quartile1MeansOfNumericAtts
0.85
First quartile of means among attributes of the numeric type.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
Quartile1SkewnessOfNumericAtts
0.54
First quartile of skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.19
First quartile of standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Quartile2KurtosisOfNumericAtts
2.24
Second quartile (Median) of kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.92
Second quartile (Median) of means among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
1.19
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.39
Second quartile (Median) of standard deviation of attributes of the numeric type.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
Quartile3KurtosisOfNumericAtts
4.18
Third quartile of kurtosis among attributes of the numeric type.
Quartile3MeansOfNumericAtts
7.59
Third quartile of means among attributes of the numeric type.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
Quartile3SkewnessOfNumericAtts
1.79
Third quartile of skewness among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.34
Third quartile of standard deviation of attributes of the numeric type.
REPTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
REPTreeDepth1ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
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
REPTreeDepth2ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
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
REPTreeDepth3ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
REPTreeDepth3Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
RandomTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
RandomTreeDepth1ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
RandomTreeDepth1Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
RandomTreeDepth2AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
RandomTreeDepth2ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
RandomTreeDepth2Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
RandomTreeDepth3AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
RandomTreeDepth3ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
RandomTreeDepth3Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
kNN1NAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
kNN1NErrRate
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
kNN1NKappa
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk
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12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4956
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4956
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4956
0 runs - estimation_procedure: 50 times Clustering
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