Run
536315

Run 536315

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 11-03-2016 by Joaquin Vanschoren
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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
0.8792
Per class
Confusion matrix
F measure
0.8781
Per class
Kappa
0.7588
KB relative information score
863160.8334
Mean absolute error
0.0481
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8772
Per class
Predictive accuracy
0.8798
Prior entropy
2.3219
Recall
0.8798
Per class
Relative absolute error
0.1502
Root mean prior squared error
0.4
Root mean squared error
0.2193
Root relative squared error
0.5481