Run
1835262

Run 1835262

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) 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)_n128.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_r256.0
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
0.9466
Per class
Confusion matrix
F measure
0.8757
Per class
Kappa
0.755
KB relative information score
819494.5714
Mean absolute error
0.0823
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8736
Per class
Predictive accuracy
0.878
Prior entropy
2.3219
Recall
0.878
Per class
Relative absolute error
0.2573
Root mean prior squared error
0.4
Root mean squared error
0.1914
Root relative squared error
0.4785