Run
1834993

Run 1834993

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) 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
0.7194
Per class
Confusion matrix
F measure
0.5699
Per class
Kappa
0.4392
KB relative information score
491987.2019
Mean absolute error
0.2104
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.5677
Per class
Predictive accuracy
0.5793
Prior entropy
2
Recall
0.5793
Per class
Relative absolute error
0.5609
Root mean prior squared error
0.433
Root mean squared error
0.4586
Root relative squared error
1.0592