Run
570816

Run 570816

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.9999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.5455
Per class
Confusion matrix
F measure
0.8678
Per class
Kappa
0.1479
KB relative information score
262965.4995
Mean absolute error
0.0384
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8663
Per class
Predictive accuracy
0.904
Prior entropy
2.3219
Recall
0.904
Per class
Relative absolute error
0.12
Root mean prior squared error
0.4
Root mean squared error
0.196
Root relative squared error
0.4899