Run
536482

Run 536482

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)_bbayes.NaiveBayes,functions.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,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
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
0.9005
Per class
Confusion matrix
F measure
0.8204
Per class
Kappa
0.8009
KB relative information score
812624.3101
Mean absolute error
0.0358
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8206
Per class
Predictive accuracy
0.8208
Prior entropy
3.3219
Recall
0.8208
Per class
Relative absolute error
0.1991
Root mean prior squared error
0.3
Root mean squared error
0.1893
Root relative squared error
0.631