Run
1834363

Run 1834363

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) 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)_k4
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
0.9423
Per class
Confusion matrix
F measure
0.8076
Per class
Kappa
0.7808
KB relative information score
745586.8213
Mean absolute error
0.0725
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8241
Per class
Predictive accuracy
0.8028
Prior entropy
3.3219
Recall
0.8028
Per class
Relative absolute error
0.4028
Root mean prior squared error
0.3
Root mean squared error
0.1841
Root relative squared error
0.6138