Run
1832167

Run 1832167

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 07-10-2016 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier(2)Moa implementation of AccuracyWeightedEnsemble
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_f10
moa.WEKAClassifier(2)_lweka.classifiers.rules.JRip -F 3 -N 2.0 -O 2 -S 1
moa.WEKAClassifier(2)_w0
moa.WEKAClassifier(2)_i1000
moa.WEKAClassifier(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
0.9647
Per class
Confusion matrix
F measure
0.8671
Per class
Kappa
0.8012
KB relative information score
666569.2196
Mean absolute error
0.1844
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8673
Per class
Predictive accuracy
0.8675
Prior entropy
1.585
Recall
0.8675
Per class
Relative absolute error
0.4149
Root mean prior squared error
0.4714
Root mean squared error
0.2665
Root relative squared error
0.5654