Run
5078030

Run 5078030

Task 219 (Supervised Classification) electricity Uploaded 09-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_MultiBoostAB_OneR(1)Weka implementation of FilteredClassifier
weka.OneR(20)_B6
weka.FilteredClassifier_AttributeSelectedClassifier_MultiBoostAB_OneR(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_MultiBoostAB_OneR(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_MultiBoostAB_OneR(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_MultiBoostAB_OneR(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_MultiBoostAB_OneR(2)_Wweka.classifiers.meta.MultiBoostAB
weka.MultiBoostAB_OneR(4)_C3
weka.MultiBoostAB_OneR(4)_P100
weka.MultiBoostAB_OneR(4)_S1
weka.MultiBoostAB_OneR(4)_I10
weka.MultiBoostAB_OneR(4)_Wweka.classifiers.rules.OneR

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
0.8148
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7518
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4893
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21708.774
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2537
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
0.7536
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7547
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7547
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5192
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4589
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9284
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1491.5842
UserCPU time millis
1150
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
110
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1040
Cross-validation details (10-fold Crossvalidation)