Run
570688

Run 570688

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.9
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.9104
Per class
Confusion matrix
F measure
0.9199
Per class
Kappa
0.8254
KB relative information score
840248
Mean absolute error
0.0799
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9198
Per class
Predictive accuracy
0.9201
Prior entropy
1
Recall
0.9201
Per class
Relative absolute error
0.1598
Root mean prior squared error
0.5
Root mean squared error
0.2826
Root relative squared error
0.5652