Run
543835

Run 543835

Task 2129 (Supervised Data Stream Classification) BNG(labor) Uploaded 28-03-2016 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)_k6
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
0.9674
Per class
Confusion matrix
F measure
0.9382
Per class
Kappa
0.8638
KB relative information score
832724.9663
Mean absolute error
0.0876
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9391
Per class
Predictive accuracy
0.9388
Prior entropy
1
Recall
0.9388
Per class
Relative absolute error
0.1752
Root mean prior squared error
0.5
Root mean squared error
0.2263
Root relative squared error
0.4526