Run
543760

Run 543760

Task 178 (Supervised Data Stream Classification) BNG(trains) Uploaded 28-03-2016 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)_k7
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
0.974
Per class
Confusion matrix
F measure
0.9162
Per class
Kappa
0.8325
KB relative information score
776513.1298
Mean absolute error
0.1184
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9165
Per class
Predictive accuracy
0.9162
Prior entropy
1
Recall
0.9162
Per class
Relative absolute error
0.2368
Root mean prior squared error
0.5
Root mean squared error
0.2449
Root relative squared error
0.4897