Run
525510

Run 525510

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 19-02-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.99
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
moa.BlastDecayed(1)_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
0.8957
Per class
Confusion matrix
F measure
0.8115
Per class
Kappa
0.7913
KB relative information score
803618.2466
Mean absolute error
0.0376
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8117
Per class
Predictive accuracy
0.8122
Prior entropy
3.3219
Recall
0.8122
Per class
Relative absolute error
0.2087
Root mean prior squared error
0.3
Root mean squared error
0.1938
Root relative squared error
0.646