Run
536171

Run 536171

Task 163 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 11-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bfunctions.Perceptron,functions.SGD,meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l weka.classifiers.trees.DecisionStump) -c 1000,trees.HoeffdingOptionTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
moa.BlastDecayed(1)_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
0.9543
Per class
Confusion matrix
F measure
0.9175
Per class
Kappa
0.9086
KB relative information score
914010.4988
Mean absolute error
0.0164
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9175
Per class
Predictive accuracy
0.9178
Prior entropy
3.3219
Recall
0.9178
Per class
Relative absolute error
0.0914
Root mean prior squared error
0.3
Root mean squared error
0.1282
Root relative squared error
0.4275