Run
1837862

Run 1837862

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 29-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k4
moa.BlastDecayed(9)_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
0.9487
Per class
Confusion matrix
F measure
0.8178
Per class
Kappa
0.7984
KB relative information score
813250.2208
Mean absolute error
0.0472
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8192
Per class
Predictive accuracy
0.8186
Prior entropy
3.3219
Recall
0.8186
Per class
Relative absolute error
0.2624
Root mean prior squared error
0.3
Root mean squared error
0.1669
Root relative squared error
0.5564