Run
543589

Run 543589

Task 2151 (Supervised Data Stream Classification) BNG(cmc) Uploaded 25-03-2016 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)_k5
moa.BlastDecayed(1)_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
0.6638
Per class
Confusion matrix
F measure
0.5149
Per class
Kappa
0.2489
KB relative information score
16948.1203
Mean absolute error
0.3437
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.5141
Per class
Predictive accuracy
0.518
Prior entropy
1.585
Recall
0.518
Per class
Relative absolute error
0.7732
Root mean prior squared error
0.4714
Root mean squared error
0.4827
Root relative squared error
1.0239