Run
1837732

Run 1837732

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 28-10-2016 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)_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
0.9337
Per class
Confusion matrix
F measure
0.8213
Per class
Kappa
0.8021
KB relative information score
830795.2448
Mean absolute error
0.0391
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8215
Per class
Predictive accuracy
0.8219
Prior entropy
3.3219
Recall
0.8219
Per class
Relative absolute error
0.2172
Root mean prior squared error
0.3
Root mean squared error
0.1697
Root relative squared error
0.5656