Run
177790

Run 177790

Task 7366 (Supervised Data Stream Classification) BNG(audiology,1000,5) 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
0.7481
Per class
Confusion matrix
F measure
0.267
Per class
Kappa
0.2143
KB relative information score
400691.3692
Mean absolute error
0.0654
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.2561
Per class
Predictive accuracy
0.3774
Prior entropy
4.585
Recall
0.3774
Per class
Relative absolute error
0.8185
Root mean prior squared error
0.1998
Root mean squared error
0.1811
Root relative squared error
0.9062