Run
543826

Run 543826

Task 192 (Supervised Data Stream Classification) LED(50000) 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
0.9034
Per class
Confusion matrix
F measure
0.715
Per class
Kappa
0.685
KB relative information score
682691.5632
Mean absolute error
0.0788
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7149
Per class
Predictive accuracy
0.7165
Prior entropy
3.3219
Recall
0.7165
Per class
Relative absolute error
0.4377
Root mean prior squared error
0.3
Root mean squared error
0.2119
Root relative squared error
0.7063