Run
545956

Run 545956

Task 6704 (Supervised Data Stream Classification) BNG(solar-flare) 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)_k5
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
0.8957
Per class
Confusion matrix
F measure
0.7642
Per class
Kappa
0.712
KB relative information score
729629.9206
Mean absolute error
0.0913
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.7712
Per class
Predictive accuracy
0.7769
Prior entropy
2.585
Recall
0.7769
Per class
Relative absolute error
0.3287
Root mean prior squared error
0.3727
Root mean squared error
0.2525
Root relative squared error
0.6775