Run
2345948

Run 2345948

Task 219 (Supervised Classification) electricity Uploaded 25-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.01
weka.J48(38)_M20
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
0.822 ± 0.0238
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7725 ± 0.01
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5317 ± 0.0205
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16907.1205 ± 105.9261
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3221 ± 0.0117
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.7767 ± 0.0069
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7761 ± 0.0084
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7761 ± 0.0084
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6593 ± 0.0239
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4034 ± 0.0082
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8162 ± 0.0166
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1359.5578
UserCPU time millis
1090
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1070
Cross-validation details (10-fold Crossvalidation)