Run
2345873

Run 2345873

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)_M10
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
0.8611 ± 0.0242
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6071 ± 0.0406
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5004 ± 0.0543
Cross-validation details (10-fold Crossvalidation)
KB relative information score
385.6351 ± 3.3637
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1804 ± 0.0131
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
0.6115 ± 0.0472
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6128 ± 0.042
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.6128 ± 0.042
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5759 ± 0.0419
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
0.3235 ± 0.0161
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8175 ± 0.0408
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1514.6179
UserCPU time millis
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
50
Cross-validation details (10-fold Crossvalidation)