Run
1835121

Run 1835121

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_pfalse

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
0.8232
Per class
Confusion matrix
F measure
0.8277
Per class
Kappa
0.6472
KB relative information score
29710
Mean absolute error
0.1722
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8277
Per class
Predictive accuracy
0.8278
Prior entropy
1
Recall
0.8278
Per class
Relative absolute error
0.3443
Root mean prior squared error
0.5
Root mean squared error
0.4149
Root relative squared error
0.8298