Run
543644

Run 543644

Task 2127 (Supervised Data Stream Classification) BNG(anneal) 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)_k6
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
0.9645
Per class
Confusion matrix
F measure
0.9067
Per class
Kappa
0.7751
KB relative information score
865820.0862
Mean absolute error
0.0556
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9194
Per class
Predictive accuracy
0.919
Prior entropy
2.585
Recall
0.919
Per class
Relative absolute error
0.2003
Root mean prior squared error
0.3727
Root mean squared error
0.1541
Root relative squared error
0.4135