Run
1832160

Run 1832160

Task 2160 (Supervised Data Stream Classification) BNG(sonar) 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
0.8832
Per class
Confusion matrix
F measure
0.804
Per class
Kappa
0.6061
KB relative information score
394207.8304
Mean absolute error
0.3247
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8065
Per class
Predictive accuracy
0.805
Prior entropy
1
Recall
0.805
Per class
Relative absolute error
0.6494
Root mean prior squared error
0.5
Root mean squared error
0.3781
Root relative squared error
0.7563