Run
536532

Run 536532

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 12-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNNwithPAW,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
0.8791
Per class
Confusion matrix
F measure
0.878
Per class
Kappa
0.7586
KB relative information score
863009.3934
Mean absolute error
0.0481
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.877
Per class
Predictive accuracy
0.8797
Prior entropy
2.3219
Recall
0.8797
Per class
Relative absolute error
0.1504
Root mean prior squared error
0.4
Root mean squared error
0.2194
Root relative squared error
0.5484