Run
1835341

Run 1835341

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)_n64.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_r128.0
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
0.9447
Per class
Confusion matrix
F measure
0.8742
Per class
Kappa
0.7519
KB relative information score
818777.5088
Mean absolute error
0.0822
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8721
Per class
Predictive accuracy
0.8765
Prior entropy
2.3219
Recall
0.8765
Per class
Relative absolute error
0.2569
Root mean prior squared error
0.4
Root mean squared error
0.1925
Root relative squared error
0.4812