Run
4735093

Run 4735093

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

weka.FilteredClassifier_MultiBoostAB_JRip(1)Weka implementation of FilteredClassifier
weka.JRip(7)_F3
weka.JRip(7)_N2.0
weka.JRip(7)_O2
weka.JRip(7)_S1
weka.MultiBoostAB_JRip(4)_C3
weka.MultiBoostAB_JRip(4)_P100
weka.MultiBoostAB_JRip(4)_S1
weka.MultiBoostAB_JRip(4)_I10
weka.MultiBoostAB_JRip(4)_Wweka.classifiers.rules.JRip
weka.FilteredClassifier_MultiBoostAB_JRip(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_MultiBoostAB_JRip(1)_Wweka.classifiers.meta.MultiBoostAB

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
0.9549
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8833
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7606
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34246.2606
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1186
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
0.8834
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8836
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8836
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2427
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3211
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6497
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1508.1545
UserCPU time millis
1158660
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
660
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1158000
Cross-validation details (10-fold Crossvalidation)