Run
502711

Run 502711

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 22-12-2015 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.WeightedEnsemble(1)Moa implementation of WeightedEnsemble
moa.WeightedEnsemble(1)_b,bayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.WeightedEnsemble(1)_a0.99

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.9263
Per class
Confusion matrix
F measure
0.8538
Per class
Kappa
0.6991
KB relative information score
23654.3293
Mean absolute error
0.2587
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8593
Per class
Predictive accuracy
0.8559
Prior entropy
1
Recall
0.8559
Per class
Relative absolute error
0.5173
Root mean prior squared error
0.5
Root mean squared error
0.3373
Root relative squared error
0.6746