Run
544125

Run 544125

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) Uploaded 30-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k3
moa.BlastDecayed(1)_ptrue

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
0.8279
Per class
Confusion matrix
F measure
0.6316
Per class
Kappa
0.528
KB relative information score
547824.7683
Mean absolute error
0.1998
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6293
Per class
Predictive accuracy
0.6458
Prior entropy
2
Recall
0.6458
Per class
Relative absolute error
0.5329
Root mean prior squared error
0.433
Root mean squared error
0.3669
Root relative squared error
0.8474