Run
531450

Run 531450

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 04-03-2016 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.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
0.9011
Per class
Confusion matrix
F measure
0.8216
Per class
Kappa
0.8022
KB relative information score
813830.0685
Mean absolute error
0.0356
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8217
Per class
Predictive accuracy
0.822
Prior entropy
3.3219
Recall
0.822
Per class
Relative absolute error
0.1978
Root mean prior squared error
0.3
Root mean squared error
0.1887
Root relative squared error
0.629