Run
544034

Run 544034

Task 170 (Supervised Data Stream Classification) BNG(segment) 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)_k4
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
0.9429
Per class
Confusion matrix
F measure
0.8603
Per class
Kappa
0.8362
KB relative information score
836356.1587
Mean absolute error
0.0509
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8631
Per class
Predictive accuracy
0.8596
Prior entropy
2.8074
Recall
0.8596
Per class
Relative absolute error
0.2077
Root mean prior squared error
0.3499
Root mean squared error
0.1882
Root relative squared error
0.5377