Run
571335

Run 571335

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w10
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
0.9572
Per class
Confusion matrix
F measure
0.9246
Per class
Kappa
0.9009
KB relative information score
917991.3202
Mean absolute error
0.0217
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9255
Per class
Predictive accuracy
0.924
Prior entropy
2.8074
Recall
0.924
Per class
Relative absolute error
0.0887
Root mean prior squared error
0.3499
Root mean squared error
0.1473
Root relative squared error
0.4211