Run
1831969

Run 1831969

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.REPTree -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0
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
0.8657
Per class
Confusion matrix
F measure
0.7838
Per class
Kappa
0.5653
KB relative information score
366927.1962
Mean absolute error
0.3369
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7847
Per class
Predictive accuracy
0.7845
Prior entropy
1
Recall
0.7845
Per class
Relative absolute error
0.6737
Root mean prior squared error
0.5
Root mean squared error
0.3904
Root relative squared error
0.7808