Run
543797

Run 543797

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 28-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k7
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
0.96
Per class
Confusion matrix
F measure
0.8738
Per class
Kappa
0.8125
KB relative information score
736706.5426
Mean absolute error
0.1438
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8766
Per class
Predictive accuracy
0.875
Prior entropy
1.585
Recall
0.875
Per class
Relative absolute error
0.3234
Root mean prior squared error
0.4714
Root mean squared error
0.2586
Root relative squared error
0.5485