Run
178070

Run 178070

Task 7375 (Supervised Data Stream Classification) BNG(autos,1000,5) 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
0.5807
Per class
Confusion matrix
F measure
0.337
Per class
Kappa
0.1405
KB relative information score
307577.7321
Mean absolute error
0.1847
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.3284
Per class
Predictive accuracy
0.3543
Prior entropy
2.8074
Recall
0.3543
Per class
Relative absolute error
0.754
Root mean prior squared error
0.3499
Root mean squared error
0.4232
Root relative squared error
1.2093