Run
543876

Run 543876

Task 188 (Supervised Data Stream Classification) CovPokElec 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
0.8869
Per class
Confusion matrix
F measure
0.7644
Per class
Kappa
0.6051
KB relative information score
1157318.4181
Mean absolute error
0.0563
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.774
Per class
Predictive accuracy
0.7733
Prior entropy
3.3219
Recall
0.7733
Per class
Relative absolute error
0.3125
Root mean prior squared error
0.3
Root mean squared error
0.1804
Root relative squared error
0.6012