Run
571429

Run 571429

Task 6706 (Supervised Data Stream Classification) BNG(satimage) Uploaded 04-05-2016 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
0.8868
Per class
Confusion matrix
F measure
0.8108
Per class
Kappa
0.7693
KB relative information score
794922.5182
Mean absolute error
0.062
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8101
Per class
Predictive accuracy
0.8139
Prior entropy
2.585
Recall
0.8139
Per class
Relative absolute error
0.2234
Root mean prior squared error
0.3727
Root mean squared error
0.2491
Root relative squared error
0.6684