Run
544104

Run 544104

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 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)_k3
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
0.9523
Per class
Confusion matrix
F measure
0.8444
Per class
Kappa
0.7989
KB relative information score
792761.8733
Mean absolute error
0.0859
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.845
Per class
Predictive accuracy
0.8452
Prior entropy
2.3219
Recall
0.8452
Per class
Relative absolute error
0.2685
Root mean prior squared error
0.4
Root mean squared error
0.2205
Root relative squared error
0.5512