Run
177792

Run 177792

Task 7365 (Supervised Data Stream Classification) BNG(audiology,1000,1) Uploaded 23-02-2015 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
0.7545
Per class
Confusion matrix
F measure
0.2737
Per class
Kappa
0.2202
KB relative information score
433910.4381
Mean absolute error
0.0637
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.2236
Per class
Predictive accuracy
0.3725
Prior entropy
4.585
Recall
0.3725
Per class
Relative absolute error
0.7971
Root mean prior squared error
0.1998
Root mean squared error
0.1794
Root relative squared error
0.8978