Run
1832083

Run 1832083

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.trees.J48 -C 0.25 -M 2
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
0.801
Per class
Confusion matrix
F measure
0.7139
Per class
Kappa
0.4253
KB relative information score
425236.6395
Mean absolute error
0.2895
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7139
Per class
Predictive accuracy
0.714
Prior entropy
1
Recall
0.714
Per class
Relative absolute error
0.5789
Root mean prior squared error
0.5
Root mean squared error
0.4771
Root relative squared error
0.9542