Run
543685

Run 543685

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) Uploaded 26-03-2016 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)_k7
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
0.969
Per class
Confusion matrix
F measure
0.92
Per class
Kappa
0.8248
KB relative information score
762935.2734
Mean absolute error
0.1274
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9207
Per class
Predictive accuracy
0.9207
Prior entropy
1
Recall
0.9207
Per class
Relative absolute error
0.2549
Root mean prior squared error
0.5
Root mean squared error
0.2453
Root relative squared error
0.4906