Run
1832044

Run 1832044

Task 7310 (Supervised Data Stream Classification) Stagger1 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.DecisionStump
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
0.9349
Per class
Confusion matrix
F measure
0.8359
Per class
KB relative information score
716905.3765
Mean absolute error
0.1488
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7892
Per class
Predictive accuracy
0.8884
Prior entropy
1
Recall
0.8884
Per class
Relative absolute error
0.2976
Root mean prior squared error
0.5
Root mean squared error
0.2629
Root relative squared error
0.5258