Run
2675986

Run 2675986

Task 2 (Supervised Classification) anneal Uploaded 25-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_J48(3)Weka implementation of FilteredClassifier
weka.J48(38)_C0.5
weka.J48(38)_M20
weka.FilteredClassifier_J48(3)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_J48(3)_Wweka.classifiers.trees.J48

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.945 ± 0.0201
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8629 ± 0.0489
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6458 ± 0.1167
Cross-validation details (10-fold Crossvalidation)
KB relative information score
529.6187 ± 4.9452
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0657 ± 0.0074
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8647 ± 0.0553
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8675 ± 0.0419
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.8675 ± 0.0419
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4894 ± 0.0525
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1734 ± 0.0122
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6714 ± 0.0431
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1580.5609
UserCPU time millis
60
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
50
Cross-validation details (10-fold Crossvalidation)