Run
536247

Run 536247

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) 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
0.5244
Per class
Confusion matrix
F measure
0.8604
Per class
Kappa
0.084
KB relative information score
262136.5646
Mean absolute error
0.0394
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8545
Per class
Predictive accuracy
0.9015
Prior entropy
2.3219
Recall
0.9015
Per class
Relative absolute error
0.1231
Root mean prior squared error
0.4
Root mean squared error
0.1985
Root relative squared error
0.4962