Run
543895

Run 543895

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) Uploaded 29-03-2016 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)_k6
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
0.9744
Per class
Confusion matrix
F measure
0.9328
Per class
Kappa
0.8531
KB relative information score
787044.7825
Mean absolute error
0.1126
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9332
Per class
Predictive accuracy
0.9332
Prior entropy
1
Recall
0.9332
Per class
Relative absolute error
0.2252
Root mean prior squared error
0.5
Root mean squared error
0.2389
Root relative squared error
0.4778