Run
543612

Run 543612

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) 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
0.9557
Per class
Confusion matrix
F measure
0.8747
Per class
Kappa
0.8141
KB relative information score
788629.3138
Mean absolute error
0.1109
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8779
Per class
Predictive accuracy
0.876
Prior entropy
1.585
Recall
0.876
Per class
Relative absolute error
0.2494
Root mean prior squared error
0.4714
Root mean squared error
0.2548
Root relative squared error
0.5406