Run
525183

Run 525183

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 19-02-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.99
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
moa.BlastDecayed(1)_ptrue

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
0.8294
Per class
Confusion matrix
F measure
0.836
Per class
Kappa
0.6633
KB relative information score
30504
Mean absolute error
0.1634
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8361
Per class
Predictive accuracy
0.8366
Prior entropy
1
Recall
0.8366
Per class
Relative absolute error
0.3268
Root mean prior squared error
0.5
Root mean squared error
0.4042
Root relative squared error
0.8085