Run
1837025

Run 1837025

Task 196 (Supervised Data Stream Classification) RandomRBF_10_1E-4 Uploaded 28-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k7
moa.BlastDecayed(9)_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
0.9462
Per class
Confusion matrix
F measure
0.7778
Per class
Kappa
0.7178
KB relative information score
621003.9348
Mean absolute error
0.1623
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7992
Per class
Predictive accuracy
0.7836
Prior entropy
2.3219
Recall
0.7836
Per class
Relative absolute error
0.5073
Root mean prior squared error
0.4
Root mean squared error
0.2637
Root relative squared error
0.6592