Run
178800

Run 178800

Task 7368 (Supervised Data Stream Classification) BNG(audiology,5000,1) 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
0.6439
Per class
Confusion matrix
F measure
0.2808
Per class
Kappa
0.2844
KB relative information score
434410.3028
Mean absolute error
0.0465
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.2096
Per class
Predictive accuracy
0.4419
Prior entropy
4.585
Recall
0.4419
Per class
Relative absolute error
0.5824
Root mean prior squared error
0.1998
Root mean squared error
0.2156
Root relative squared error
1.0791