Run
2345521

Run 2345521

Task 2079 (Supervised Classification) eucalyptus Uploaded 25-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.5
weka.J48(38)_M2
weka.AttributeSelectedClassifier_J48(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_J48(2)_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
0.7916 ± 0.0276
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5915 ± 0.045
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.478 ± 0.0561
Cross-validation details (10-fold Crossvalidation)
KB relative information score
379.6645 ± 3.7112
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1735 ± 0.0171
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3132 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
736
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.5931 ± 0.0484
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5938 ± 0.0418
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.5938 ± 0.0418
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5539 ± 0.0549
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3674 ± 0.0199
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9284 ± 0.0506
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1598.3225
UserCPU time millis
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
50
Cross-validation details (10-fold Crossvalidation)