Run
1834689

Run 1834689

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 24-10-2016 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,trees.HoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k4
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
0.9432
Per class
Confusion matrix
F measure
0.8149
Per class
Kappa
0.7942
KB relative information score
803828.3073
Mean absolute error
0.0506
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8173
Per class
Predictive accuracy
0.8149
Prior entropy
3.3219
Recall
0.8149
Per class
Relative absolute error
0.281
Root mean prior squared error
0.3
Root mean squared error
0.167
Root relative squared error
0.5568