Run
571230

Run 571230

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1
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
0.8257
Per class
Confusion matrix
F measure
0.8173
Per class
Kappa
0.617
KB relative information score
627862
Mean absolute error
0.1861
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.834
Per class
Predictive accuracy
0.8139
Prior entropy
1
Recall
0.8139
Per class
Relative absolute error
0.3721
Root mean prior squared error
0.5
Root mean squared error
0.4314
Root relative squared error
0.8627