Run
529057

Run 529057

Task 2127 (Supervised Data Stream Classification) BNG(anneal) Uploaded 03-03-2016 by Joaquin Vanschoren
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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.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.9319
Per class
Confusion matrix
F measure
0.9467
Per class
Kappa
0.8688
KB relative information score
942720.8282
Mean absolute error
0.0173
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9461
Per class
Predictive accuracy
0.948
Prior entropy
2.585
Recall
0.948
Per class
Relative absolute error
0.0624
Root mean prior squared error
0.3727
Root mean squared error
0.1316
Root relative squared error
0.3532