Run
544168

Run 544168

Task 194 (Supervised Data Stream Classification) RandomRBF_0_0 Uploaded 30-03-2016 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
0.9563
Per class
Confusion matrix
F measure
0.8897
Per class
Kappa
0.8577
KB relative information score
863971.1661
Mean absolute error
0.0549
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8903
Per class
Predictive accuracy
0.8899
Prior entropy
2.3219
Recall
0.8899
Per class
Relative absolute error
0.1716
Root mean prior squared error
0.4
Root mean squared error
0.1932
Root relative squared error
0.483