Run
536258

Run 536258

Task 2244 (Supervised Data Stream Classification) adult 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
0.7555
Per class
Confusion matrix
F measure
0.8372
Per class
Kappa
0.541
KB relative information score
33426
Mean absolute error
0.1578
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8354
Per class
Predictive accuracy
0.8422
Prior entropy
1
Recall
0.8422
Per class
Relative absolute error
0.3156
Root mean prior squared error
0.5
Root mean squared error
0.3973
Root relative squared error
0.7945