Run
570605

Run 570605

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g10
moa.BlastWindowed(1)_k1
moa.BlastWindowed(1)_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
0.8078
Per class
Confusion matrix
F measure
0.815
Per class
Kappa
0.6203
KB relative information score
28622
Mean absolute error
0.1842
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8152
Per class
Predictive accuracy
0.8158
Prior entropy
1
Recall
0.8158
Per class
Relative absolute error
0.3683
Root mean prior squared error
0.5
Root mean squared error
0.4291
Root relative squared error
0.8583