DEVELOPMENT... OpenML
Run
155948

Run 155948

Task 2160 (Supervised Data Stream Classification) BNG(sonar) Uploaded 11-02-2015 by Jason
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier(1)Moa implementation of AccuracyWeightedEnsemble
moa.WEKAClassifier(1)_f0
moa.WEKAClassifier(1)_i1000
moa.WEKAClassifier(1)_lweka.classifiers.trees.DecisionStump
moa.WEKAClassifier(1)_w0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_f10

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
0.7246
Per class
Confusion matrix
F measure
0.7103
Per class
Kappa
0.4181
KB relative information score
219886.9584
Mean absolute error
0.4082
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7135
Per class
Predictive accuracy
0.7126
Prior entropy
1
Recall
0.7126
Per class
Relative absolute error
0.8164
Root mean prior squared error
0.5
Root mean squared error
0.4496
Root relative squared error
0.8992