Run
571304

Run 571304

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)_w10
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
0.5569
Per class
Confusion matrix
F measure
0.8425
Per class
Kappa
0.1195
KB relative information score
245132.012
Mean absolute error
0.0596
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8372
Per class
Predictive accuracy
0.8509
Prior entropy
2.3219
Recall
0.8509
Per class
Relative absolute error
0.1863
Root mean prior squared error
0.4
Root mean squared error
0.2442
Root relative squared error
0.6105