Run
528941

Run 528941

Task 2127 (Supervised Data Stream Classification) BNG(anneal) Uploaded 03-03-2016 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,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.9287
Per class
Confusion matrix
F measure
0.9436
Per class
Kappa
0.8607
KB relative information score
939086.1365
Mean absolute error
0.0184
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.943
Per class
Predictive accuracy
0.9447
Prior entropy
2.585
Recall
0.9447
Per class
Relative absolute error
0.0663
Root mean prior squared error
0.3727
Root mean squared error
0.1358
Root relative squared error
0.3643