Run
570722

Run 570722

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.9
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
moa.BlastDecayed(1)_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
0.8544
Per class
Confusion matrix
F measure
0.8563
Per class
Kappa
0.7092
KB relative information score
712768
Mean absolute error
0.1436
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8563
Per class
Predictive accuracy
0.8564
Prior entropy
1
Recall
0.8564
Per class
Relative absolute error
0.2872
Root mean prior squared error
0.5
Root mean squared error
0.379
Root relative squared error
0.7579