Run
2333599

Run 2333599

Task 219 (Supervised Classification) electricity Uploaded 23-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.25
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
0.8447 ± 0.0152
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7805 ± 0.0119
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5488 ± 0.0246
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18961.5581 ± 121.4537
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.297 ± 0.0132
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
0.7812 ± 0.0102
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7821 ± 0.0108
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7821 ± 0.0108
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6079 ± 0.027
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3944 ± 0.0082
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7979 ± 0.0166
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1503.9302
UserCPU time millis
990
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
970
Cross-validation details (10-fold Crossvalidation)