Run
570811

Run 570811

Task 200 (Supervised Data Stream Classification) SEA(50000) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.9999
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
0.8602
Per class
Confusion matrix
F measure
0.8746
Per class
Kappa
0.7334
KB relative information score
751788
Mean absolute error
0.1241
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8758
Per class
Predictive accuracy
0.8759
Prior entropy
1
Recall
0.8759
Per class
Relative absolute error
0.2482
Root mean prior squared error
0.5
Root mean squared error
0.3523
Root relative squared error
0.7046