Run
536173

Run 536173

Task 175 (Supervised Data Stream Classification) BNG(spambase) 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
0.5793
Per class
Confusion matrix
F measure
0.5906
Per class
Kappa
0.1833
KB relative information score
325004
Mean absolute error
0.3375
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7125
Per class
Predictive accuracy
0.6625
Prior entropy
1
Recall
0.6625
Per class
Relative absolute error
0.675
Root mean prior squared error
0.5
Root mean squared error
0.5809
Root relative squared error
1.1619