Run
546000

Run 546000

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 04-04-2016 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)_k1
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
0.8979
Per class
Confusion matrix
F measure
0.8157
Per class
Kappa
0.7958
KB relative information score
807821.146
Mean absolute error
0.0368
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8157
Per class
Predictive accuracy
0.8162
Prior entropy
3.3219
Recall
0.8162
Per class
Relative absolute error
0.2042
Root mean prior squared error
0.3
Root mean squared error
0.1917
Root relative squared error
0.639