Run
536307

Run 536307

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) 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
0.8768
Per class
Confusion matrix
F measure
0.8796
Per class
Kappa
0.7558
KB relative information score
759652
Mean absolute error
0.1202
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8797
Per class
Predictive accuracy
0.8798
Prior entropy
1
Recall
0.8798
Per class
Relative absolute error
0.2403
Root mean prior squared error
0.5
Root mean squared error
0.3467
Root relative squared error
0.6933