Run
571439

Run 571439

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 04-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w10000
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
0.9605
Per class
Confusion matrix
F measure
0.9299
Per class
Kappa
0.9067
KB relative information score
922592.0256
Mean absolute error
0.0205
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9325
Per class
Predictive accuracy
0.9283
Prior entropy
2.8074
Recall
0.9283
Per class
Relative absolute error
0.0837
Root mean prior squared error
0.3499
Root mean squared error
0.1432
Root relative squared error
0.4091