Run
1838010

Run 1838010

Task 2151 (Supervised Data Stream Classification) BNG(cmc) Uploaded 29-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k7
moa.BlastDecayed(9)_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
0.6723
Per class
Confusion matrix
F measure
0.5185
Per class
Kappa
0.2548
KB relative information score
14805.8273
Mean absolute error
0.363
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.5187
Per class
Predictive accuracy
0.5184
Prior entropy
1.585
Recall
0.5184
Per class
Relative absolute error
0.8168
Root mean prior squared error
0.4714
Root mean squared error
0.464
Root relative squared error
0.9843