Run
1835545

Run 1835545

Task 125963 (Supervised Data Stream Classification) BNG(anneal) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g10
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_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
0.928
Per class
Confusion matrix
F measure
0.9446
Per class
Kappa
0.8633
KB relative information score
940498.5872
Mean absolute error
0.018
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9439
Per class
Predictive accuracy
0.946
Prior entropy
2.585
Recall
0.946
Per class
Relative absolute error
0.0648
Root mean prior squared error
0.3727
Root mean squared error
0.1342
Root relative squared error
0.36