Run
1836498

Run 1836498

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)_g1000
moa.BlastDecayed(9)_k1
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
0.6332
Per class
Confusion matrix
F measure
0.5269
Per class
Kappa
0.267
KB relative information score
19497.5512
Mean absolute error
0.3152
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.5268
Per class
Predictive accuracy
0.5271
Prior entropy
1.585
Recall
0.5271
Per class
Relative absolute error
0.7093
Root mean prior squared error
0.4714
Root mean squared error
0.5615
Root relative squared error
1.1911