Run
1832081

Run 1832081

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) 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.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
0.9387
Per class
Confusion matrix
F measure
0.8688
Per class
Kappa
0.741
KB relative information score
815833.2007
Mean absolute error
0.0824
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8666
Per class
Predictive accuracy
0.8711
Prior entropy
2.3219
Recall
0.8711
Per class
Relative absolute error
0.2574
Root mean prior squared error
0.4
Root mean squared error
0.1963
Root relative squared error
0.4906