DEVELOPMENT... OpenML
Run
177925

Run 177925

Task 7368 (Supervised Data Stream Classification) BNG(audiology,5000,1) 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
0.9577
Per class
Confusion matrix
F measure
0.7396
Per class
Kappa
0.7232
KB relative information score
765208.7712
Mean absolute error
0.0294
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.7317
Per class
Predictive accuracy
0.7621
Prior entropy
4.585
Recall
0.7621
Per class
Relative absolute error
0.3681
Root mean prior squared error
0.1998
Root mean squared error
0.1174
Root relative squared error
0.5873