Run
543638

Run 543638

Task 192 (Supervised Data Stream Classification) LED(50000) 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
0.8992
Per class
Confusion matrix
F measure
0.6877
Per class
Kappa
0.6573
KB relative information score
654514.4493
Mean absolute error
0.0876
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.6907
Per class
Predictive accuracy
0.6916
Prior entropy
3.3219
Recall
0.6916
Per class
Relative absolute error
0.4866
Root mean prior squared error
0.3
Root mean squared error
0.2188
Root relative squared error
0.7292