Run
544150

Run 544150

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) 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)_k2
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
0.963
Per class
Confusion matrix
F measure
0.9463
Per class
Kappa
0.8834
KB relative information score
841881.8885
Mean absolute error
0.0794
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9464
Per class
Predictive accuracy
0.9462
Prior entropy
1
Recall
0.9462
Per class
Relative absolute error
0.1587
Root mean prior squared error
0.5
Root mean squared error
0.2314
Root relative squared error
0.4628