Run
543228

Run 543228

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 24-03-2016 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)_k2
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
0.8966
Per class
Confusion matrix
F measure
0.873
Per class
Kappa
0.7487
KB relative information score
864762.2165
Mean absolute error
0.0505
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8739
Per class
Predictive accuracy
0.8754
Prior entropy
2.3219
Recall
0.8754
Per class
Relative absolute error
0.1577
Root mean prior squared error
0.4
Root mean squared error
0.2104
Root relative squared error
0.526