Run
529657

Run 529657

Task 120 (Supervised Data Stream Classification) BNG(anneal,nominal,1000000) Uploaded 03-03-2016 by Joaquin Vanschoren
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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,rules.RuleClassifier,trees.HoeffdingOptionTree,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
0.9279
Per class
Confusion matrix
F measure
0.9418
Per class
Kappa
0.8578
KB relative information score
937701.2297
Mean absolute error
0.0188
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.941
Per class
Predictive accuracy
0.9435
Prior entropy
2.585
Recall
0.9435
Per class
Relative absolute error
0.0679
Root mean prior squared error
0.3727
Root mean squared error
0.1373
Root relative squared error
0.3684