Run
1834925

Run 1834925

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) Uploaded 25-10-2016 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)_g1
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
0.5285
Per class
Confusion matrix
F measure
0.862
Per class
Kappa
0.0973
KB relative information score
262310.7775
Mean absolute error
0.0392
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.864
Per class
Predictive accuracy
0.902
Prior entropy
2.3219
Recall
0.902
Per class
Relative absolute error
0.1225
Root mean prior squared error
0.4
Root mean squared error
0.198
Root relative squared error
0.4949