Run
1831970

Run 1831970

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) 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
0.924
Per class
Confusion matrix
F measure
0.8905
Per class
Kappa
0.6559
KB relative information score
671004.6715
Mean absolute error
0.1792
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8906
Per class
Predictive accuracy
0.8949
Prior entropy
1
Recall
0.8949
Per class
Relative absolute error
0.3584
Root mean prior squared error
0.5
Root mean squared error
0.2837
Root relative squared error
0.5675