Run
2420206

Run 2420206

Task 2 (Supervised Classification) anneal Uploaded 21-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_J48(3)Weka implementation of FilteredClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
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
0.9679 ± 0.0163
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9096 ± 0.0293
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.772 ± 0.066
Cross-validation details (10-fold Crossvalidation)
KB relative information score
650.1972 ± 5.1505
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0437 ± 0.007
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', 'Windows 10', '10.0']
Precision
0.9097 ± 0.0212
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.912 ± 0.0302
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.912 ± 0.0302
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3255 ± 0.0507
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
0.1461 ± 0.0152
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5659 ± 0.0574
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
606.9989
UserCPU time millis
46.875
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
46.875
Cross-validation details (10-fold Crossvalidation)