Run
2962619

Run 2962619

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

weka.FilteredClassifier_Bagging_NaiveBayes(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_Bagging_NaiveBayes(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_Bagging_NaiveBayes(1)_Wweka.classifiers.meta.Bagging
weka.Bagging_NaiveBayes(12)_P100
weka.Bagging_NaiveBayes(12)_S1
weka.Bagging_NaiveBayes(12)_num-slots1
weka.Bagging_NaiveBayes(12)_I10
weka.Bagging_NaiveBayes(12)_Wweka.classifiers.bayes.NaiveBayes

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
0.7898
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7032
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4048
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17641.596
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3021
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
0.7705
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7291
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7291
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6184
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4577
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.926
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1542.4241
UserCPU time millis
1990
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
890
Cross-validation details (10-fold Crossvalidation)