Run
1831968

Run 1831968

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.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
0.9346
Per class
Confusion matrix
F measure
0.8581
Per class
Kappa
0.7196
KB relative information score
798667.7748
Mean absolute error
0.0917
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.856
Per class
Predictive accuracy
0.8603
Prior entropy
2.3219
Recall
0.8603
Per class
Relative absolute error
0.2867
Root mean prior squared error
0.4
Root mean squared error
0.2022
Root relative squared error
0.5055