Run
543438

Run 543438

Task 196 (Supervised Data Stream Classification) RandomRBF_10_1E-4 Uploaded 24-03-2016 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)_k3
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
0.9544
Per class
Confusion matrix
F measure
0.8393
Per class
Kappa
0.7921
KB relative information score
801944.6044
Mean absolute error
0.0822
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8426
Per class
Predictive accuracy
0.84
Prior entropy
2.3219
Recall
0.84
Per class
Relative absolute error
0.2568
Root mean prior squared error
0.4
Root mean squared error
0.2152
Root relative squared error
0.5381