Run
543630

Run 543630

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)_k6
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
0.9719
Per class
Confusion matrix
F measure
0.9296
Per class
Kappa
0.8465
KB relative information score
784539.5006
Mean absolute error
0.1138
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9295
Per class
Predictive accuracy
0.9298
Prior entropy
1
Recall
0.9298
Per class
Relative absolute error
0.2276
Root mean prior squared error
0.5
Root mean squared error
0.2406
Root relative squared error
0.4813