Run
536121

Run 536121

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.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
0.5791
Per class
Confusion matrix
F measure
0.5901
Per class
Kappa
0.183
KB relative information score
325328
Mean absolute error
0.3373
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7149
Per class
Predictive accuracy
0.6627
Prior entropy
1
Recall
0.6627
Per class
Relative absolute error
0.6747
Root mean prior squared error
0.5
Root mean squared error
0.5808
Root relative squared error
1.1616