Run
1834958

Run 1834958

Task 160 (Supervised Data Stream Classification) BNG(mushroom) Uploaded 25-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
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
0.9387
Per class
Confusion matrix
F measure
0.9398
Per class
Kappa
0.8795
KB relative information score
879954
Mean absolute error
0.06
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9417
Per class
Predictive accuracy
0.94
Prior entropy
1
Recall
0.94
Per class
Relative absolute error
0.12
Root mean prior squared error
0.5
Root mean squared error
0.245
Root relative squared error
0.49