Run
571486

Run 571486

Task 6706 (Supervised Data Stream Classification) BNG(satimage) Uploaded 04-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.9
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.882
Per class
Confusion matrix
F measure
0.803
Per class
Kappa
0.7596
KB relative information score
786201.0209
Mean absolute error
0.0647
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8021
Per class
Predictive accuracy
0.8059
Prior entropy
2.585
Recall
0.8059
Per class
Relative absolute error
0.2329
Root mean prior squared error
0.3727
Root mean squared error
0.2543
Root relative squared error
0.6824