Run
544122

Run 544122

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 30-03-2016 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)_k3
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
0.9418
Per class
Confusion matrix
F measure
0.817
Per class
Kappa
0.7975
KB relative information score
825593.7875
Mean absolute error
0.0419
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8184
Per class
Predictive accuracy
0.8178
Prior entropy
3.3219
Recall
0.8178
Per class
Relative absolute error
0.2329
Root mean prior squared error
0.3
Root mean squared error
0.168
Root relative squared error
0.5601