Run
544156

Run 544156

Task 192 (Supervised Data Stream Classification) LED(50000) 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)_k2
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
0.8746
Per class
Confusion matrix
F measure
0.7343
Per class
Kappa
0.7053
KB relative information score
732053.1503
Mean absolute error
0.0565
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7341
Per class
Predictive accuracy
0.7348
Prior entropy
3.3219
Recall
0.7348
Per class
Relative absolute error
0.3141
Root mean prior squared error
0.3
Root mean squared error
0.2199
Root relative squared error
0.7332