Run
543860

Run 543860

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 29-03-2016 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)_k7
moa.BlastDecayed(1)_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
0.9533
Per class
Confusion matrix
F measure
0.8127
Per class
Kappa
0.7927
KB relative information score
768522.0987
Mean absolute error
0.0631
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8147
Per class
Predictive accuracy
0.8135
Prior entropy
3.3219
Recall
0.8135
Per class
Relative absolute error
0.3508
Root mean prior squared error
0.3
Root mean squared error
0.1695
Root relative squared error
0.5649