Run
544109

Run 544109

Task 2151 (Supervised Data Stream Classification) BNG(cmc) 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
0.6645
Per class
Confusion matrix
F measure
0.5239
Per class
Kappa
0.2651
KB relative information score
18011.997
Mean absolute error
0.3299
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.5245
Per class
Predictive accuracy
0.5238
Prior entropy
1.585
Recall
0.5238
Per class
Relative absolute error
0.7422
Root mean prior squared error
0.4714
Root mean squared error
0.508
Root relative squared error
1.0777