Run
536255

Run 536255

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) 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.rules.OneR -B 6)) -c 1000,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
0.9004
Per class
Confusion matrix
F measure
0.8203
Per class
Kappa
0.8008
KB relative information score
812533.3292
Mean absolute error
0.0359
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8205
Per class
Predictive accuracy
0.8207
Prior entropy
3.3219
Recall
0.8207
Per class
Relative absolute error
0.1992
Root mean prior squared error
0.3
Root mean squared error
0.1893
Root relative squared error
0.6312