Run
4771625

Run 4771625

Task 219 (Supervised Classification) electricity Uploaded 07-07-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.FilteredClassifier_AttributeSelectedClassifier_A1DE(1)Weka implementation of FilteredClassifier
weka.A1DE(29)_F1
weka.A1DE(29)_M1.0
weka.FilteredClassifier_AttributeSelectedClassifier_A1DE(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_A1DE(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_A1DE(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_A1DE(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_A1DE(2)_Wweka.classifiers.bayes.AveragedNDependenceEstimators.A1DE

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
0.8475
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7687
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.524
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18169.8325
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3035
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
0.7733
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7725
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7725
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6211
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.394
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7971
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1389.976
UserCPU time millis
370
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
320
Cross-validation details (10-fold Crossvalidation)