Run
571197

Run 571197

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1000
moa.BlastWindowed(1)_k1
moa.BlastWindowed(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
0.5424
Per class
Confusion matrix
F measure
0.8664
Per class
Kappa
0.1381
KB relative information score
262520.2886
Mean absolute error
0.0389
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8607
Per class
Predictive accuracy
0.9027
Prior entropy
2.3219
Recall
0.9027
Per class
Relative absolute error
0.1217
Root mean prior squared error
0.4
Root mean squared error
0.1973
Root relative squared error
0.4933