Run
544106

Run 544106

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) 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)_k4
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
0.9211
Per class
Confusion matrix
F measure
0.879
Per class
Kappa
0.7553
KB relative information score
719922.1122
Mean absolute error
0.1428
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8791
Per class
Predictive accuracy
0.879
Prior entropy
1
Recall
0.879
Per class
Relative absolute error
0.2856
Root mean prior squared error
0.5
Root mean squared error
0.3153
Root relative squared error
0.6306