Run
543865

Run 543865

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)_k5
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
0.9488
Per class
Confusion matrix
F measure
0.8586
Per class
Kappa
0.8339
KB relative information score
832570.979
Mean absolute error
0.0531
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8624
Per class
Predictive accuracy
0.8577
Prior entropy
2.8074
Recall
0.8577
Per class
Relative absolute error
0.2168
Root mean prior squared error
0.3499
Root mean squared error
0.1845
Root relative squared error
0.5274