Run
544118

Run 544118

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 30-03-2016 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.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k3
moa.BlastDecayed(1)_ptrue

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
0.9122
Per class
Confusion matrix
F measure
0.8765
Per class
Kappa
0.7557
KB relative information score
861744.3872
Mean absolute error
0.0539
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8757
Per class
Predictive accuracy
0.8784
Prior entropy
2.3219
Recall
0.8784
Per class
Relative absolute error
0.1685
Root mean prior squared error
0.4
Root mean squared error
0.2032
Root relative squared error
0.508