Run
1831909

Run 1831909

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) 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
0.7573
Per class
Confusion matrix
F measure
0.7462
Per class
Kappa
0.4857
KB relative information score
493290.6233
Mean absolute error
0.2533
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7461
Per class
Predictive accuracy
0.7463
Prior entropy
1
Recall
0.7463
Per class
Relative absolute error
0.5066
Root mean prior squared error
0.5
Root mean squared error
0.4953
Root relative squared error
0.9905