DEVELOPMENT... OpenML
Run
156053

Run 156053

Task 159 (Supervised Data Stream Classification) BNG(cmc,nominal,55296) Uploaded 11-02-2015 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
0.5946
Per class
Confusion matrix
F measure
0.4534
Per class
Kappa
0.1534
KB relative information score
11668.8451
Mean absolute error
0.3847
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.4528
Per class
Predictive accuracy
0.4541
Prior entropy
1.585
Recall
0.4541
Per class
Relative absolute error
0.8657
Root mean prior squared error
0.4714
Root mean squared error
0.519
Root relative squared error
1.101