Run
1836680

Run 1836680

Task 2151 (Supervised Data Stream Classification) BNG(cmc) Uploaded 27-10-2016 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)_k2
moa.BlastDecayed(9)_pfalse

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
0.6534
Per class
Confusion matrix
F measure
0.5174
Per class
Kappa
0.2608
KB relative information score
19423.9379
Mean absolute error
0.3202
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.5214
Per class
Predictive accuracy
0.5224
Prior entropy
1.585
Recall
0.5224
Per class
Relative absolute error
0.7206
Root mean prior squared error
0.4714
Root mean squared error
0.5347
Root relative squared error
1.1344