Run
1837885

Run 1837885

Task 196 (Supervised Data Stream Classification) RandomRBF_10_1E-4 Uploaded 29-10-2016 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)_k5
moa.BlastDecayed(9)_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
0.9584
Per class
Confusion matrix
F measure
0.8387
Per class
Kappa
0.791
KB relative information score
746007.6867
Mean absolute error
0.1089
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8416
Per class
Predictive accuracy
0.8396
Prior entropy
2.3219
Recall
0.8396
Per class
Relative absolute error
0.3402
Root mean prior squared error
0.4
Root mean squared error
0.2244
Root relative squared error
0.5609