Run
155750

Run 155750

Task 166 (Supervised Data Stream Classification) BNG(credit-g,nominal,1000000) Uploaded 11-02-2015 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
0.5598
Per class
Confusion matrix
F measure
0.6555
Per class
Kappa
0.1484
KB relative information score
423558
Mean absolute error
0.2882
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6783
Per class
Predictive accuracy
0.7118
Prior entropy
1
Recall
0.7118
Per class
Relative absolute error
0.5764
Root mean prior squared error
0.5
Root mean squared error
0.5369
Root relative squared error
1.0737