Run
543813

Run 543813

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) Uploaded 28-03-2016 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)_k7
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
0.8343
Per class
Confusion matrix
F measure
0.6245
Per class
Kappa
0.5214
KB relative information score
454632.6738
Mean absolute error
0.2467
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6267
Per class
Predictive accuracy
0.641
Prior entropy
2
Recall
0.641
Per class
Relative absolute error
0.658
Root mean prior squared error
0.433
Root mean squared error
0.3576
Root relative squared error
0.8258