Run
178104

Run 178104

Task 7378 (Supervised Data Stream Classification) BNG(autos,5000,5) 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
0.6236
Per class
Confusion matrix
F measure
0.3477
Per class
Kappa
0.156
KB relative information score
339865.7628
Mean absolute error
0.1784
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.3384
Per class
Predictive accuracy
0.3694
Prior entropy
2.8074
Recall
0.3694
Per class
Relative absolute error
0.7285
Root mean prior squared error
0.3499
Root mean squared error
0.4033
Root relative squared error
1.1525