Run
1831908

Run 1831908

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.OneR -B 6
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
0.7738
Per class
Confusion matrix
F measure
0.7456
Per class
Kappa
0.4934
KB relative information score
721011.4141
Mean absolute error
0.1004
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7437
Per class
Predictive accuracy
0.7476
Prior entropy
2.3219
Recall
0.7476
Per class
Relative absolute error
0.3139
Root mean prior squared error
0.4
Root mean squared error
0.3052
Root relative squared error
0.7631