DEVELOPMENT... OpenML
Run
178976

Run 178976

Task 7369 (Supervised Data Stream Classification) BNG(audiology,5000,5) Uploaded 23-02-2015 by Jason
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1)Moa implementation of AccuracyWeightedEnsemble
weka.J48(1)_C0.25
weka.J48(1)_M2
moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1)_f10
moa.WEKAClassifier_J48(2)_lweka.classifiers.trees.J48
moa.WEKAClassifier_J48(2)_w0
moa.WEKAClassifier_J48(2)_i1000
moa.WEKAClassifier_J48(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
0.9525
Per class
Confusion matrix
F measure
0.7339
Per class
Kappa
0.7151
KB relative information score
748940.3989
Mean absolute error
0.0316
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.7266
Per class
Predictive accuracy
0.7554
Prior entropy
4.585
Recall
0.7554
Per class
Relative absolute error
0.3952
Root mean prior squared error
0.1998
Root mean squared error
0.1207
Root relative squared error
0.6038