Run
1835405

Run 1835405

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) Uploaded 26-10-2016 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)_n32.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_r64.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_f10
moa.WEKAClassifier(2)_lweka.classifiers.trees.J48 -C 0.25 -M 2
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
0.9445
Per class
Confusion matrix
F measure
0.9048
Per class
Kappa
0.7028
KB relative information score
722566.2421
Mean absolute error
0.1509
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9047
Per class
Predictive accuracy
0.9078
Prior entropy
1
Recall
0.9078
Per class
Relative absolute error
0.3017
Root mean prior squared error
0.5
Root mean squared error
0.2623
Root relative squared error
0.5246