Run
529048

Run 529048

Task 199 (Supervised Data Stream Classification) SEA(50) 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,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,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
0.8766
Per class
Confusion matrix
F measure
0.889
Per class
Kappa
0.7643
KB relative information score
779846
Mean absolute error
0.1101
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8898
Per class
Predictive accuracy
0.8899
Prior entropy
1
Recall
0.8899
Per class
Relative absolute error
0.2202
Root mean prior squared error
0.5
Root mean squared error
0.3318
Root relative squared error
0.6636