Run
543882

Run 543882

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 Uploaded 29-03-2016 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)_k5
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
0.9374
Per class
Confusion matrix
F measure
0.7796
Per class
Kappa
0.7137
KB relative information score
625373.5732
Mean absolute error
0.1628
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7942
Per class
Predictive accuracy
0.7824
Prior entropy
2.3219
Recall
0.7824
Per class
Relative absolute error
0.5086
Root mean prior squared error
0.4
Root mean squared error
0.271
Root relative squared error
0.6774