Run
1832158

Run 1832158

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.rules.JRip -F 3 -N 2.0 -O 2 -S 1
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
0.9418
Per class
Confusion matrix
F measure
0.8725
Per class
Kappa
0.7483
KB relative information score
806341.4587
Mean absolute error
0.0899
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8709
Per class
Predictive accuracy
0.875
Prior entropy
2.3219
Recall
0.875
Per class
Relative absolute error
0.2809
Root mean prior squared error
0.4
Root mean squared error
0.1947
Root relative squared error
0.4867