Run
529441

Run 529441

Task 6706 (Supervised Data Stream Classification) BNG(satimage) Uploaded 03-03-2016 by Joaquin Vanschoren
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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.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.896
Per class
Confusion matrix
F measure
0.8258
Per class
Kappa
0.7869
KB relative information score
810088.184
Mean absolute error
0.0575
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8248
Per class
Predictive accuracy
0.8276
Prior entropy
2.585
Recall
0.8276
Per class
Relative absolute error
0.2068
Root mean prior squared error
0.3727
Root mean squared error
0.2397
Root relative squared error
0.6432