Run
1837883

Run 1837883

Task 192 (Supervised Data Stream Classification) LED(50000) Uploaded 29-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k5
moa.BlastDecayed(9)_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
0.9008
Per class
Confusion matrix
F measure
0.7232
Per class
Kappa
0.6936
KB relative information score
702200.8345
Mean absolute error
0.0724
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.723
Per class
Predictive accuracy
0.7242
Prior entropy
3.3219
Recall
0.7242
Per class
Relative absolute error
0.4024
Root mean prior squared error
0.3
Root mean squared error
0.2111
Root relative squared error
0.7036