Run
2985377

Run 2985377

Task 219 (Supervised Classification) electricity Uploaded 28-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_Bagging_JRip(1)Weka implementation of FilteredClassifier
weka.Bagging_JRip(5)_P100
weka.Bagging_JRip(5)_S1
weka.Bagging_JRip(5)_num-slots1
weka.Bagging_JRip(5)_I10
weka.Bagging_JRip(5)_Wweka.classifiers.rules.JRip
weka.JRip(7)_F3
weka.JRip(7)_N2.0
weka.JRip(7)_O2
weka.JRip(7)_S1
weka.FilteredClassifier_Bagging_JRip(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_Bagging_JRip(1)_Wweka.classifiers.meta.Bagging

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
0.9429
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8838
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7611
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27806.8404
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2072
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
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
0.8859
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8847
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8847
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4242
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2963
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5995
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1482.4177
UserCPU time millis
2288230
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1520
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2286710
Cross-validation details (10-fold Crossvalidation)