Run
1834273

Run 1834273

Task 125959 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 22-10-2016 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)_k2
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
0.9726
Per class
Confusion matrix
F measure
0.9145
Per class
Kappa
0.9056
KB relative information score
926163.5859
Mean absolute error
0.0173
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9162
Per class
Predictive accuracy
0.915
Prior entropy
3.3219
Recall
0.915
Per class
Relative absolute error
0.0961
Root mean prior squared error
0.3
Root mean squared error
0.1131
Root relative squared error
0.3768