Run
544087

Run 544087

Task 170 (Supervised Data Stream Classification) BNG(segment) 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)_k3
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
0.937
Per class
Confusion matrix
F measure
0.8518
Per class
Kappa
0.8266
KB relative information score
838122.5037
Mean absolute error
0.0492
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8552
Per class
Predictive accuracy
0.8513
Prior entropy
2.8074
Recall
0.8513
Per class
Relative absolute error
0.2007
Root mean prior squared error
0.3499
Root mean squared error
0.1922
Root relative squared error
0.5491