Run
543640

Run 543640

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 Uploaded 26-03-2016 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)_k6
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
0.8668
Per class
Confusion matrix
F measure
0.5312
Per class
Kappa
0.4069
KB relative information score
471211.2587
Mean absolute error
0.2085
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.6306
Per class
Predictive accuracy
0.5603
Prior entropy
2.3219
Recall
0.5603
Per class
Relative absolute error
0.6515
Root mean prior squared error
0.4
Root mean squared error
0.3287
Root relative squared error
0.8217