Run
544169

Run 544169

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) 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)_k2
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
0.5497
Per class
Confusion matrix
F measure
0.8674
Per class
Kappa
0.1447
KB relative information score
262797.8278
Mean absolute error
0.0391
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8657
Per class
Predictive accuracy
0.9038
Prior entropy
2.3219
Recall
0.9038
Per class
Relative absolute error
0.1222
Root mean prior squared error
0.4
Root mean squared error
0.195
Root relative squared error
0.4874