Run
543493

Run 543493

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) Uploaded 25-03-2016 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)_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
0.9693
Per class
Confusion matrix
F measure
0.9338
Per class
Kappa
0.8567
KB relative information score
809971.6164
Mean absolute error
0.099
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9344
Per class
Predictive accuracy
0.9335
Prior entropy
1
Recall
0.9335
Per class
Relative absolute error
0.198
Root mean prior squared error
0.5
Root mean squared error
0.2342
Root relative squared error
0.4684