Run
529002

Run 529002

Task 170 (Supervised Data Stream Classification) BNG(segment) 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.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
0.9211
Per class
Confusion matrix
F measure
0.8648
Per class
Kappa
0.8422
KB relative information score
854015.2903
Mean absolute error
0.0386
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8657
Per class
Predictive accuracy
0.8647
Prior entropy
2.8074
Recall
0.8647
Per class
Relative absolute error
0.1578
Root mean prior squared error
0.3499
Root mean squared error
0.1966
Root relative squared error
0.5618