Run
1835787

Run 1835787

Task 6706 (Supervised Data Stream Classification) BNG(satimage) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.9
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
moa.BlastDecayed(9)_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
0.8824
Per class
Confusion matrix
F measure
0.8035
Per class
Kappa
0.7605
KB relative information score
787040.5586
Mean absolute error
0.0644
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8025
Per class
Predictive accuracy
0.8067
Prior entropy
2.585
Recall
0.8067
Per class
Relative absolute error
0.2319
Root mean prior squared error
0.3727
Root mean squared error
0.2538
Root relative squared error
0.6811