Run
1831955

Run 1831955

Task 199 (Supervised Data Stream Classification) SEA(50) 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
0.8857
Per class
Confusion matrix
F measure
0.884
Per class
Kappa
0.7536
KB relative information score
613732.5841
Mean absolute error
0.2139
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8851
Per class
Predictive accuracy
0.8851
Prior entropy
1
Recall
0.8851
Per class
Relative absolute error
0.4278
Root mean prior squared error
0.5
Root mean squared error
0.3187
Root relative squared error
0.6375