Run
543830

Run 543830

Task 2127 (Supervised Data Stream Classification) BNG(anneal) 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)_k6
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
0.971
Per class
Confusion matrix
F measure
0.9239
Per class
Kappa
0.8104
KB relative information score
884165.3086
Mean absolute error
0.0473
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9291
Per class
Predictive accuracy
0.9303
Prior entropy
2.585
Recall
0.9303
Per class
Relative absolute error
0.1704
Root mean prior squared error
0.3727
Root mean squared error
0.1453
Root relative squared error
0.3899