Run
177904

Run 177904

Task 7367 (Supervised Data Stream Classification) BNG(audiology,1000,10) Uploaded 23-02-2015 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)Moa implementation of AccuracyWeightedEnsemble
weka.OneR(1)_B6
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_f10
moa.WEKAClassifier_OneR(2)_lweka.classifiers.rules.OneR
moa.WEKAClassifier_OneR(2)_w0
moa.WEKAClassifier_OneR(2)_i1000
moa.WEKAClassifier_OneR(2)_f0

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
0.6237
Per class
Confusion matrix
F measure
0.2494
Per class
Kappa
0.2222
KB relative information score
394263.9624
Mean absolute error
0.0506
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.2277
Per class
Predictive accuracy
0.394
Prior entropy
4.585
Recall
0.394
Per class
Relative absolute error
0.6338
Root mean prior squared error
0.1998
Root mean squared error
0.2207
Root relative squared error
1.1043