Run
543889

Run 543889

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 29-03-2016 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)_k5
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
0.9505
Per class
Confusion matrix
F measure
0.8046
Per class
Kappa
0.7482
KB relative information score
722290.4543
Mean absolute error
0.1165
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8121
Per class
Predictive accuracy
0.8077
Prior entropy
2.3219
Recall
0.8077
Per class
Relative absolute error
0.3641
Root mean prior squared error
0.4
Root mean squared error
0.2368
Root relative squared error
0.5919