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OpenML
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39 features

class (target)nominal6 unique values
0 missing
phosnominal2 unique values
0 missing
chromnominal2 unique values
0 missing
cbondnominal2 unique values
0 missing
marvinominal2 unique values
0 missing
exptlnominal2 unique values
0 missing
ferronominal2 unique values
0 missing
corrnominal2 unique values
0 missing
blue%2Fbright%2Fvarn%2Fcleannominal5 unique values
0 missing
lustrenominal2 unique values
0 missing
jurofmnominal2 unique values
0 missing
snominal2 unique values
0 missing
pnominal2 unique values
0 missing
shapenominal2 unique values
0 missing
thicknumeric720607 unique values
0 missing
widthnumeric586468 unique values
0 missing
lennumeric194388 unique values
0 missing
oilnominal3 unique values
0 missing
borenominal4 unique values
0 missing
packingnominal4 unique values
0 missing
surface-finishnominal3 unique values
0 missing
product-typenominal3 unique values
0 missing
steelnominal9 unique values
0 missing
carbonnumeric94197 unique values
0 missing
hardnessnumeric119264 unique values
0 missing
temper_rollingnominal2 unique values
0 missing
conditionnominal4 unique values
0 missing
formabilitynominal6 unique values
0 missing
strengthnumeric74930 unique values
0 missing
non-ageingnominal2 unique values
0 missing
familynominal10 unique values
0 missing
surface-qualitynominal5 unique values
0 missing
enamelabilitynominal6 unique values
0 missing
bcnominal2 unique values
0 missing
bfnominal2 unique values
0 missing
btnominal2 unique values
0 missing
bw%2Fmenominal3 unique values
0 missing
blnominal2 unique values
0 missing
mnominal2 unique values
0 missing

107 properties

1000000
Number of instances (rows) of the dataset.
39
Number of attributes (columns) of the dataset.
6
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
6
Number of numeric attributes.
33
Number of nominal attributes.
0.6
Average class difference between consecutive instances.
0.96
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
0.09
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
0.77
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
0.96
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
0.09
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
0.77
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
0.96
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
0.09
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
0.77
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
1.2
Entropy of the target attribute values.
0.65
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
0.17
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
0.41
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
0
Number of attributes divided by the number of instances.
19.63
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
0.98
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
0.03
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
0.92
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
0.98
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
0.03
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
0.92
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001
0.98
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001
0.03
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001
0.92
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
75.97
Percentage of instances belonging to the most frequent class.
759652
Number of instances belonging to the most frequent class.
2.17
Maximum entropy among attributes.
7.43
Maximum kurtosis among attributes of the numeric type.
1341.59
Maximum of means among attributes of the numeric type.
0.39
Maximum mutual information between the nominal attributes and the target attribute.
10
The maximum number of distinct values among attributes of the nominal type.
2.97
Maximum skewness among attributes of the numeric type.
1891.67
Maximum standard deviation of attributes of the numeric type.
0.57
Average entropy of the attributes.
2.57
Mean kurtosis among attributes of the numeric type.
365.88
Mean of means among attributes of the numeric type.
0.06
Average mutual information between the nominal attributes and the target attribute.
8.29
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
3.3
Average number of distinct values among the attributes of the nominal type.
1.69
Mean skewness among attributes of the numeric type.
413.68
Mean standard deviation of attributes of the numeric type.
0.03
Minimal entropy among attributes.
-0.88
Minimum kurtosis among attributes of the numeric type.
1.2
Minimum of means among attributes of the numeric type.
0
Minimal mutual information between the nominal attributes and the target attribute.
2
The minimal number of distinct values among attributes of the nominal type.
0.08
Minimum skewness among attributes of the numeric type.
0.88
Minimum standard deviation of attributes of the numeric type.
0.06
Percentage of instances belonging to the least frequent class.
555
Number of instances belonging to the least frequent class.
0.95
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
0.15
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
0.67
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
19
Number of binary attributes.
48.72
Percentage of binary attributes.
0
Percentage of instances having missing values.
0
Percentage of missing values.
15.38
Percentage of numeric attributes.
84.62
Percentage of nominal attributes.
0.05
First quartile of entropy among attributes.
-0.47
First quartile of kurtosis among attributes of the numeric type.
4.28
First quartile of means among attributes of the numeric type.
0.01
First quartile of mutual information between the nominal attributes and the target attribute.
0.91
First quartile of skewness among attributes of the numeric type.
12.42
First quartile of standard deviation of attributes of the numeric type.
0.38
Second quartile (Median) of entropy among attributes.
0.99
Second quartile (Median) of kurtosis among attributes of the numeric type.
30.26
Second quartile (Median) of means among attributes of the numeric type.
0.02
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
1.46
Second quartile (Median) of skewness among attributes of the numeric type.
82.88
Second quartile (Median) of standard deviation of attributes of the numeric type.
0.8
Third quartile of entropy among attributes.
7.28
Third quartile of kurtosis among attributes of the numeric type.
925.4
Third quartile of means among attributes of the numeric type.
0.08
Third quartile of mutual information between the nominal attributes and the target attribute.
2.96
Third quartile of skewness among attributes of the numeric type.
778.56
Third quartile of standard deviation of attributes of the numeric type.
0.99
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
0.03
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
0.91
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
0.99
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2
0.03
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
0.91
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
0.99
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
0.03
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
0.91
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
0.94
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
0.05
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
0.87
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
0.94
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
0.05
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
0.87
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
0.94
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
0.05
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
0.87
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
2.08
Standard deviation of the number of distinct values among attributes of the nominal type.
0.94
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
0.05
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
0.88
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk

25 tasks

17 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class
0 runs - estimation_procedure: 33% Holdout set - evaluation_measure: predictive_accuracy - target_feature: class
0 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: precision - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - evaluation_measure: predictive_accuracy - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
189 runs - estimation_procedure: Interleaved Test then Train - target_feature: class
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
Define a new task