Run
543149

Run 543149

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) 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
0.9602
Per class
Confusion matrix
F measure
0.9265
Per class
Kappa
0.8428
KB relative information score
839833
Mean absolute error
0.0801
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9313
Per class
Predictive accuracy
0.9256
Prior entropy
1
Recall
0.9256
Per class
Relative absolute error
0.1602
Root mean prior squared error
0.5
Root mean squared error
0.2329
Root relative squared error
0.4658