Run
543202

Run 543202

Task 2127 (Supervised Data Stream Classification) BNG(anneal) Uploaded 24-03-2016 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)_k2
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
0.9427
Per class
Confusion matrix
F measure
0.9216
Per class
Kappa
0.8112
KB relative information score
926524.4398
Mean absolute error
0.0265
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9287
Per class
Predictive accuracy
0.9274
Prior entropy
2.585
Recall
0.9274
Per class
Relative absolute error
0.0955
Root mean prior squared error
0.3727
Root mean squared error
0.1361
Root relative squared error
0.3652