Run
543631

Run 543631

Task 2127 (Supervised Data Stream Classification) BNG(anneal) 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
0.97
Per class
Confusion matrix
F measure
0.9267
Per class
Kappa
0.8175
KB relative information score
902021.1466
Mean absolute error
0.0391
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9317
Per class
Predictive accuracy
0.9323
Prior entropy
2.585
Recall
0.9323
Per class
Relative absolute error
0.1409
Root mean prior squared error
0.3727
Root mean squared error
0.1376
Root relative squared error
0.3692