Run
1837713

Run 1837713

Task 188 (Supervised Data Stream Classification) CovPokElec Uploaded 28-10-2016 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)_k2
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
0.8932
Per class
Confusion matrix
F measure
0.843
Per class
Kappa
0.7373
KB relative information score
1220125.5776
Mean absolute error
0.0387
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.8445
Per class
Predictive accuracy
0.846
Prior entropy
3.3219
Recall
0.846
Per class
Relative absolute error
0.2148
Root mean prior squared error
0.3
Root mean squared error
0.1705
Root relative squared error
0.5684