Run
536265

Run 536265

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 11-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bfunctions.Perceptron,functions.SGD,meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l (weka.classifiers.rules.OneR -B 6)) -c 1000,meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l weka.classifiers.trees.DecisionStump) -c 1000,trees.HoeffdingOptionTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.9043
Per class
Confusion matrix
F measure
0.872
Per class
Kappa
0.8087
KB relative information score
825329.9108
Mean absolute error
0.0851
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8723
Per class
Predictive accuracy
0.8724
Prior entropy
1.585
Recall
0.8724
Per class
Relative absolute error
0.1914
Root mean prior squared error
0.4714
Root mean squared error
0.2916
Root relative squared error
0.6187