Run
570609

Run 570609

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)_w1
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1
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
0.8517
Per class
Confusion matrix
F measure
0.8601
Per class
Kappa
0.7123
KB relative information score
32730
Mean absolute error
0.1388
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8619
Per class
Predictive accuracy
0.8612
Prior entropy
1
Recall
0.8612
Per class
Relative absolute error
0.2777
Root mean prior squared error
0.5
Root mean squared error
0.3726
Root relative squared error
0.7452