Run
543610

Run 543610

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 26-03-2016 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)_k5
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
0.9498
Per class
Confusion matrix
F measure
0.8041
Per class
Kappa
0.7835
KB relative information score
780106.7049
Mean absolute error
0.0583
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8076
Per class
Predictive accuracy
0.8052
Prior entropy
3.3219
Recall
0.8052
Per class
Relative absolute error
0.3236
Root mean prior squared error
0.3
Root mean squared error
0.1727
Root relative squared error
0.5757