Run
543793

Run 543793

Task 2166 (Supervised Data Stream Classification) BNG(vowel) 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
0.8839
Per class
Confusion matrix
F measure
0.6516
Per class
Kappa
0.6184
KB relative information score
557961.224
Mean absolute error
0.105
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.6522
Per class
Predictive accuracy
0.6531
Prior entropy
3.4594
Recall
0.6531
Per class
Relative absolute error
0.6351
Root mean prior squared error
0.2875
Root mean squared error
0.2252
Root relative squared error
0.7834