Run
543506

Run 543506

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 25-03-2016 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)_k4
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
0.9423
Per class
Confusion matrix
F measure
0.7969
Per class
Kappa
0.7394
KB relative information score
729046.4836
Mean absolute error
0.1109
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8038
Per class
Predictive accuracy
0.8005
Prior entropy
2.3219
Recall
0.8005
Per class
Relative absolute error
0.3465
Root mean prior squared error
0.4
Root mean squared error
0.2407
Root relative squared error
0.6017