DEVELOPMENT... OpenML
Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3203

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3203

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 by unknown
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: CHEMBL3203 (TID: 11607), and it has 57 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)numeric49 unique values
0 missing
molecule_id (row identifier)nominal57 unique values
0 missing
IDDEnumeric30 unique values
0 missing
GATS8enumeric37 unique values
0 missing
BLTD48numeric36 unique values
0 missing
MLOGPnumeric39 unique values
0 missing
MLOGP2numeric39 unique values
0 missing
MATS2enumeric45 unique values
0 missing
MATS6snumeric53 unique values
0 missing
Eig06_AEA.ri.numeric48 unique values
0 missing
Eig06_EAnumeric31 unique values
0 missing
RDCHInumeric34 unique values
0 missing
SM14_AEA.bo.numeric31 unique values
0 missing
SpMax3_Bh.e.numeric41 unique values
0 missing
SpMax3_Bh.v.numeric38 unique values
0 missing
P_VSA_MR_7numeric13 unique values
0 missing
MATS8enumeric43 unique values
0 missing
GATS8mnumeric40 unique values
0 missing
GATS3inumeric54 unique values
0 missing
JGI6numeric19 unique values
0 missing
GATS6enumeric56 unique values
0 missing
MATS1inumeric49 unique values
0 missing
GATS8snumeric49 unique values
0 missing
MATS8snumeric49 unique values
0 missing
AACnumeric33 unique values
0 missing
AECCnumeric27 unique values
0 missing
ALOGPnumeric56 unique values
0 missing
ALOGP2numeric57 unique values
0 missing
AMRnumeric57 unique values
0 missing
AMWnumeric37 unique values
0 missing
ARRnumeric11 unique values
0 missing
ATS1enumeric52 unique values
0 missing
ATS1inumeric52 unique values
0 missing
ATS1mnumeric51 unique values
0 missing
ATS1pnumeric55 unique values
0 missing
ATS1snumeric57 unique values
0 missing
ATS1vnumeric55 unique values
0 missing
ATS2enumeric56 unique values
0 missing
ATS2inumeric55 unique values
0 missing
ATS2mnumeric56 unique values
0 missing
ATS2pnumeric56 unique values
0 missing
ATS2snumeric53 unique values
0 missing
ATS2vnumeric55 unique values
0 missing
ATS3enumeric54 unique values
0 missing
ATS3inumeric54 unique values
0 missing
ATS3mnumeric56 unique values
0 missing
ATS3pnumeric56 unique values
0 missing
ATS3snumeric56 unique values
0 missing
ATS3vnumeric57 unique values
0 missing
ATS4enumeric55 unique values
0 missing
ATS4inumeric57 unique values
0 missing
ATS4mnumeric57 unique values
0 missing
ATS4pnumeric56 unique values
0 missing
ATS4snumeric54 unique values
0 missing
ATS4vnumeric50 unique values
0 missing
ATS5enumeric57 unique values
0 missing
ATS5inumeric53 unique values
0 missing
ATS5mnumeric57 unique values
0 missing
ATS5pnumeric56 unique values
0 missing
ATS5snumeric56 unique values
0 missing
ATS5vnumeric55 unique values
0 missing
ATS6enumeric55 unique values
0 missing
ATS6inumeric56 unique values
0 missing
ATS6mnumeric57 unique values
0 missing
ATS6pnumeric56 unique values
0 missing
ATS6snumeric57 unique values
0 missing
ATS6vnumeric55 unique values
0 missing
ATS7enumeric53 unique values
0 missing
ATS7inumeric56 unique values
0 missing
ATS7mnumeric52 unique values
0 missing
ATS7pnumeric56 unique values
0 missing
ATS7snumeric56 unique values
0 missing
ATS7vnumeric56 unique values
0 missing
ATS8enumeric38 unique values
0 missing
ATS8inumeric39 unique values
0 missing
ATS8mnumeric40 unique values
0 missing
ATS8pnumeric40 unique values
0 missing
ATS8snumeric38 unique values
0 missing
ATS8vnumeric40 unique values
0 missing
ATSC1enumeric49 unique values
0 missing
ATSC1inumeric51 unique values
0 missing
ATSC1mnumeric57 unique values
0 missing
ATSC1pnumeric57 unique values
0 missing
ATSC1snumeric57 unique values
0 missing
ATSC1vnumeric56 unique values
0 missing
ATSC2enumeric57 unique values
0 missing
ATSC2inumeric56 unique values
0 missing
ATSC2mnumeric57 unique values
0 missing
ATSC2pnumeric57 unique values
0 missing
ATSC2snumeric57 unique values
0 missing
ATSC2vnumeric57 unique values
0 missing
ATSC3enumeric54 unique values
0 missing
ATSC3inumeric53 unique values
0 missing
ATSC3mnumeric57 unique values
0 missing
ATSC3pnumeric57 unique values
0 missing
ATSC3snumeric57 unique values
0 missing
ATSC3vnumeric57 unique values
0 missing
ATSC4enumeric57 unique values
0 missing
ATSC4inumeric57 unique values
0 missing
ATSC4mnumeric57 unique values
0 missing
ATSC4pnumeric57 unique values
0 missing
ATSC4snumeric57 unique values
0 missing
ATSC4vnumeric57 unique values
0 missing
ATSC5enumeric52 unique values
0 missing
ATSC5inumeric57 unique values
0 missing
ATSC5mnumeric57 unique values
0 missing
ATSC5pnumeric57 unique values
0 missing
ATSC5snumeric57 unique values
0 missing
ATSC5vnumeric57 unique values
0 missing
ATSC6enumeric53 unique values
0 missing
ATSC6inumeric57 unique values
0 missing
ATSC6mnumeric57 unique values
0 missing
ATSC6pnumeric56 unique values
0 missing
ATSC6snumeric57 unique values
0 missing
ATSC6vnumeric57 unique values
0 missing
ATSC7enumeric52 unique values
0 missing
ATSC7inumeric55 unique values
0 missing
ATSC7mnumeric56 unique values
0 missing
ATSC7pnumeric56 unique values
0 missing
ATSC7snumeric57 unique values
0 missing
ATSC7vnumeric56 unique values
0 missing
ATSC8enumeric44 unique values
0 missing
ATSC8inumeric41 unique values
0 missing
ATSC8mnumeric44 unique values
0 missing
ATSC8pnumeric44 unique values
0 missing
ATSC8snumeric56 unique values
0 missing
ATSC8vnumeric44 unique values
0 missing
BACnumeric17 unique values
0 missing
BBInumeric19 unique values
0 missing
BIC0numeric30 unique values
0 missing
BIC1numeric46 unique values
0 missing
BIC2numeric38 unique values
0 missing
BIC3numeric35 unique values
0 missing
BIC4numeric35 unique values
0 missing
BIC5numeric35 unique values
0 missing
BIDnumeric27 unique values
0 missing
BLInumeric52 unique values
0 missing
BLTA96numeric34 unique values
0 missing
BLTF96numeric34 unique values
0 missing
Br.094numeric2 unique values
0 missing
C.numeric27 unique values
0 missing
C.001numeric4 unique values
0 missing
C.002numeric8 unique values
0 missing
C.003numeric4 unique values
0 missing
C.004numeric2 unique values
0 missing
C.005numeric2 unique values
0 missing
C.006numeric3 unique values
0 missing
C.008numeric2 unique values
0 missing
C.013numeric2 unique values
0 missing
C.016numeric3 unique values
0 missing
C.017numeric2 unique values
0 missing
C.019numeric3 unique values
0 missing
C.024numeric4 unique values
0 missing
C.025numeric3 unique values
0 missing
C.026numeric3 unique values
0 missing
C.038numeric4 unique values
0 missing
C.039numeric2 unique values
0 missing
C.040numeric4 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_LLnumeric8 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
CATS2D_03_ALnumeric12 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
CATS2D_03_LLnumeric8 unique values
0 missing
CATS2D_04_AAnumeric6 unique values
0 missing
CATS2D_04_ALnumeric14 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
CATS2D_04_LLnumeric7 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
CATS2D_05_ALnumeric8 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
CATS2D_05_LLnumeric9 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
CATS2D_06_LLnumeric9 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
CATS2D_07_ALnumeric10 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
CATS2D_07_LLnumeric8 unique values
0 missing
CATS2D_08_ALnumeric4 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
CATS2D_08_LLnumeric5 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
CATS2D_09_LLnumeric3 unique values
0 missing
CENTnumeric30 unique values
0 missing
Chi0_AEA.bo.numeric31 unique values
0 missing
Chi0_AEA.dm.numeric31 unique values
0 missing
Chi0_AEA.ed.numeric31 unique values
0 missing
Chi0_AEA.ri.numeric31 unique values
0 missing
Chi0_EAnumeric31 unique values
0 missing
Chi0_EA.bo.numeric47 unique values
0 missing
Chi0_EA.dm.numeric50 unique values
0 missing
Chi0_EA.ed.numeric34 unique values
0 missing
Chi0_EA.ri.numeric56 unique values
0 missing
Chi1_AEA.bo.numeric34 unique values
0 missing
Chi1_AEA.dm.numeric34 unique values
0 missing
Chi1_AEA.ed.numeric34 unique values
0 missing
Chi1_AEA.ri.numeric34 unique values
0 missing
Chi1_EAnumeric34 unique values
0 missing
Chi1_EA.bo.numeric47 unique values
0 missing
Chi1_EA.dm.numeric50 unique values
0 missing
Chi1_EA.ed.numeric33 unique values
0 missing
Chi1_EA.ri.numeric56 unique values
0 missing
CIC0numeric32 unique values
0 missing
CIC1numeric49 unique values
0 missing
CIC2numeric43 unique values
0 missing
CIC3numeric38 unique values
0 missing
CIC4numeric38 unique values
0 missing
CIC5numeric38 unique values
0 missing
CIDnumeric31 unique values
0 missing
Cl.089numeric2 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
CSInumeric29 unique values
0 missing
DBInumeric14 unique values
0 missing
D.Dtr03numeric11 unique values
0 missing
D.Dtr04numeric2 unique values
0 missing
D.Dtr05numeric4 unique values
0 missing
D.Dtr06numeric32 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
DECCnumeric28 unique values
0 missing
DELSnumeric57 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
DLS_02numeric2 unique values
0 missing
DLS_03numeric2 unique values
0 missing
DLS_04numeric4 unique values
0 missing
DLS_05numeric3 unique values
0 missing
DLS_consnumeric8 unique values
0 missing
Dznumeric30 unique values
0 missing
ECCnumeric26 unique values
0 missing
Eig01_AEA.bo.numeric47 unique values
0 missing
Eig01_AEA.dm.numeric47 unique values
0 missing
Eig01_AEA.ed.numeric33 unique values
0 missing
Eig01_AEA.ri.numeric55 unique values
0 missing
Eig01_EAnumeric34 unique values
0 missing
Eig01_EA.bo.numeric47 unique values
0 missing
Eig01_EA.dm.numeric11 unique values
0 missing
Eig01_EA.ed.numeric33 unique values
0 missing
Eig01_EA.ri.numeric52 unique values
0 missing
Eig02_AEA.bo.numeric46 unique values
0 missing
Eig02_AEA.dm.numeric52 unique values
0 missing
Eig02_AEA.ed.numeric32 unique values
0 missing
Eig02_AEA.ri.numeric53 unique values
0 missing
Eig02_EAnumeric33 unique values
0 missing
Eig02_EA.bo.numeric48 unique values
0 missing
Eig02_EA.dm.numeric15 unique values
0 missing
Eig02_EA.ed.numeric34 unique values
0 missing
Eig02_EA.ri.numeric53 unique values
0 missing
Eig03_AEA.bo.numeric38 unique values
0 missing
Eig03_AEA.dm.numeric44 unique values
0 missing
Eig03_AEA.ed.numeric29 unique values
0 missing
Eig03_AEA.ri.numeric35 unique values
0 missing
Eig03_EAnumeric24 unique values
0 missing
Eig03_EA.bo.numeric41 unique values
0 missing
Eig03_EA.dm.numeric13 unique values
0 missing
Eig03_EA.ed.numeric28 unique values
0 missing
Eig03_EA.ri.numeric36 unique values
0 missing
Eig04_AEA.bo.numeric41 unique values
0 missing
Eig04_AEA.dm.numeric53 unique values
0 missing
Eig04_AEA.ed.numeric29 unique values
0 missing
Eig04_AEA.ri.numeric49 unique values
0 missing
Eig04_EAnumeric28 unique values
0 missing
Eig04_EA.bo.numeric41 unique values
0 missing
Eig04_EA.dm.numeric7 unique values
0 missing
Eig04_EA.ed.numeric30 unique values
0 missing
Eig04_EA.ri.numeric46 unique values
0 missing
Eig05_AEA.bo.numeric43 unique values
0 missing
Eig05_AEA.dm.numeric46 unique values
0 missing
Eig05_AEA.ed.numeric33 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
57
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.
AutoCorrelation
-0.33
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
5.11
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
57
Maximum kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
286.74
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
7.55
Maximum skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
170.51
Maximum standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MeanKurtosisOfNumericAtts
3.93
Mean kurtosis among attributes of the numeric type.
MeanMeansOfNumericAtts
7.75
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
0.93
Mean skewness among attributes of the numeric type.
MeanStdDevOfNumericAtts
3.74
Mean standard deviation of attributes of the numeric type.
MinAttributeEntropy
Minimal entropy among attributes.
MinKurtosisOfNumericAtts
-1.96
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.61
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
-4.12
Minimum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
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
99.66
Percentage of numeric attributes.
PercentageOfSymbolicFeatures
0.34
Percentage of nominal attributes.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile1KurtosisOfNumericAtts
-0.57
First quartile of kurtosis among attributes of the numeric type.
Quartile1MeansOfNumericAtts
0.65
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
-0.16
First quartile of skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.26
First quartile of standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Quartile2KurtosisOfNumericAtts
0.57
Second quartile (Median) of kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.86
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
0.42
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.53
Second quartile (Median) of standard deviation of attributes of the numeric type.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
Quartile3KurtosisOfNumericAtts
2.51
Third quartile of kurtosis among attributes of the numeric type.
Quartile3MeansOfNumericAtts
4.71
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
1.48
Third quartile of skewness among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.56
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
Show all 107 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3203
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3203
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3203
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3203
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3203
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3203
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3203
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3203
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3203
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3203
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3203
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3203
0 runs - estimation_procedure: 50 times Clustering
Define a new task