Run
1835667

Run 1835667

Task 6706 (Supervised Data Stream Classification) BNG(satimage) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1000
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_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
0.894
Per class
Confusion matrix
F measure
0.8227
Per class
Kappa
0.7835
KB relative information score
807269.8932
Mean absolute error
0.0583
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8218
Per class
Predictive accuracy
0.8251
Prior entropy
2.585
Recall
0.8251
Per class
Relative absolute error
0.2099
Root mean prior squared error
0.3727
Root mean squared error
0.2415
Root relative squared error
0.6479