Run
571363

Run 571363

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)_w100
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1
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
0.5323
Per class
Confusion matrix
F measure
0.8624
Per class
Kappa
0.1065
KB relative information score
261932.7468
Mean absolute error
0.0396
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8581
Per class
Predictive accuracy
0.9009
Prior entropy
2.3219
Recall
0.9009
Per class
Relative absolute error
0.1239
Root mean prior squared error
0.4
Root mean squared error
0.1991
Root relative squared error
0.4977