Run
543705

Run 543705

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) Uploaded 26-03-2016 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)_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
0.6531
Per class
Confusion matrix
F measure
0.8534
Per class
Kappa
0.027
KB relative information score
255320.0611
Mean absolute error
0.0532
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8548
Per class
Predictive accuracy
0.8993
Prior entropy
2.3219
Recall
0.8993
Per class
Relative absolute error
0.1664
Root mean prior squared error
0.4
Root mean squared error
0.1925
Root relative squared error
0.4812