Run
570607

Run 570607

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)_g100
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
0.8054
Per class
Confusion matrix
F measure
0.8126
Per class
Kappa
0.6153
KB relative information score
28402
Mean absolute error
0.1866
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8127
Per class
Predictive accuracy
0.8134
Prior entropy
1
Recall
0.8134
Per class
Relative absolute error
0.3732
Root mean prior squared error
0.5
Root mean squared error
0.432
Root relative squared error
0.8639