Run
1835785

Run 1835785

Task 125963 (Supervised Data Stream Classification) BNG(anneal) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.9
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)_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
0.8943
Per class
Confusion matrix
F measure
0.9234
Per class
Kappa
0.8087
KB relative information score
918077.8607
Mean absolute error
0.0248
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9226
Per class
Predictive accuracy
0.9256
Prior entropy
2.585
Recall
0.9256
Per class
Relative absolute error
0.0892
Root mean prior squared error
0.3727
Root mean squared error
0.1574
Root relative squared error
0.4224