Run
2338495

Run 2338495

Task 219 (Supervised Classification) electricity Uploaded 24-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.25
weka.J48(38)_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
0.844 ± 0.0152
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7792 ± 0.0098
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5461 ± 0.0203
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18395.4554 ± 103.0643
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3042 ± 0.011
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
0.78 ± 0.0077
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7809 ± 0.0085
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7809 ± 0.0085
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6225 ± 0.0225
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3943 ± 0.0074
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7978 ± 0.015
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1488.7487
UserCPU time millis
1000
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
990
Cross-validation details (10-fold Crossvalidation)