Run
543802

Run 543802

Task 6706 (Supervised Data Stream Classification) BNG(satimage) Uploaded 28-03-2016 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)_k7
moa.BlastDecayed(1)_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
0.9555
Per class
Confusion matrix
F measure
0.8359
Per class
Kappa
0.8001
KB relative information score
771129.168
Mean absolute error
0.0857
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.838
Per class
Predictive accuracy
0.8387
Prior entropy
2.585
Recall
0.8387
Per class
Relative absolute error
0.3085
Root mean prior squared error
0.3727
Root mean squared error
0.2023
Root relative squared error
0.5428