Run
536300

Run 536300

Task 170 (Supervised Data Stream Classification) BNG(segment) 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,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
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
0.9202
Per class
Confusion matrix
F measure
0.8633
Per class
Kappa
0.8405
KB relative information score
852423.4441
Mean absolute error
0.0391
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8644
Per class
Predictive accuracy
0.8633
Prior entropy
2.8074
Recall
0.8633
Per class
Relative absolute error
0.1595
Root mean prior squared error
0.3499
Root mean squared error
0.1977
Root relative squared error
0.5649