Run
544066

Run 544066

Task 2166 (Supervised Data Stream Classification) BNG(vowel) 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)_k4
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
0.8796
Per class
Confusion matrix
F measure
0.6557
Per class
Kappa
0.6227
KB relative information score
609421.0553
Mean absolute error
0.0927
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.6558
Per class
Predictive accuracy
0.657
Prior entropy
3.4594
Recall
0.657
Per class
Relative absolute error
0.561
Root mean prior squared error
0.2875
Root mean squared error
0.2232
Root relative squared error
0.7763