Run
1834424

Run 1834424

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 23-10-2016 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)_k5
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
0.8001
Per class
Kappa
0.7738
KB relative information score
673009.3801
Mean absolute error
0.0938
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8153
Per class
Predictive accuracy
0.7966
Prior entropy
3.3219
Recall
0.7966
Per class
Relative absolute error
0.5213
Root mean prior squared error
0.3
Root mean squared error
0.1999
Root relative squared error
0.6663