Run
2880387

Run 2880387

Task 219 (Supervised Classification) electricity Uploaded 27-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_IBk(1)Weka implementation of FilteredClassifier
weka.IBk(11)_Itrue
weka.IBk(11)_K5
weka.IBk(11)_W0
weka.IBk(11)_Atrue
weka.AttributeSelectedClassifier_IBk(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_IBk(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_IBk(2)_Wweka.classifiers.lazy.IBk
weka.FilteredClassifier_AttributeSelectedClassifier_IBk(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_IBk(1)_Wweka.classifiers.meta.AttributeSelectedClassifier

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
0.7992
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7384
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4624
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17321.1749
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3065
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
0.7384
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.74
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.74
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6273
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4298
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8695
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1498.1911
UserCPU time millis
78600
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
78390
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
210
Cross-validation details (10-fold Crossvalidation)