Run
1837641

Run 1837641

Task 2132 (Supervised Data Stream Classification) BNG(lymph) 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)_k1
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
0.9086
Per class
Confusion matrix
F measure
0.9026
Per class
Kappa
0.8182
KB relative information score
882801.8527
Mean absolute error
0.0485
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.9028
Per class
Predictive accuracy
0.9029
Prior entropy
2
Recall
0.9029
Per class
Relative absolute error
0.1294
Root mean prior squared error
0.433
Root mean squared error
0.2203
Root relative squared error
0.5087