Run
544209

Run 544209

Task 6706 (Supervised Data Stream Classification) BNG(satimage) Uploaded 31-03-2016 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)_k2
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
0.9279
Per class
Confusion matrix
F measure
0.8232
Per class
Kappa
0.7835
KB relative information score
821641.8154
Mean absolute error
0.0608
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8228
Per class
Predictive accuracy
0.8249
Prior entropy
2.585
Recall
0.8249
Per class
Relative absolute error
0.2187
Root mean prior squared error
0.3727
Root mean squared error
0.2146
Root relative squared error
0.5758