Run
155867

Run 155867

Task 164 (Supervised Data Stream Classification) BNG(credit-a,nominal,1000000) Uploaded 11-02-2015 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier(1)Moa implementation of AccuracyWeightedEnsemble
moa.WEKAClassifier(1)_f0
moa.WEKAClassifier(1)_i1000
moa.WEKAClassifier(1)_lweka.classifiers.trees.DecisionStump
moa.WEKAClassifier(1)_w0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_f10

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
0.8579
Per class
Confusion matrix
F measure
0.8522
Per class
Kappa
0.7051
KB relative information score
554759.5106
Mean absolute error
0.2421
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8628
Per class
Predictive accuracy
0.8518
Prior entropy
1
Recall
0.8518
Per class
Relative absolute error
0.4843
Root mean prior squared error
0.5
Root mean squared error
0.3484
Root relative squared error
0.6969