Run
536263

Run 536263

Task 2168 (Supervised Data Stream Classification) BNG(zoo) 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
0.958
Per class
Confusion matrix
F measure
0.926
Per class
Kappa
0.9042
KB relative information score
920911.6835
Mean absolute error
0.0209
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9258
Per class
Predictive accuracy
0.9267
Prior entropy
2.8074
Recall
0.9267
Per class
Relative absolute error
0.0855
Root mean prior squared error
0.3499
Root mean squared error
0.1447
Root relative squared error
0.4135