DEVELOPMENT... OpenML
Run
156133

Run 156133

Task 166 (Supervised Data Stream Classification) BNG(credit-g,nominal,1000000) 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
0.605
Per class
Confusion matrix
F measure
0.7028
Per class
Kappa
0.28
KB relative information score
373780.4124
Mean absolute error
0.3199
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6987
Per class
Predictive accuracy
0.7095
Prior entropy
1
Recall
0.7095
Per class
Relative absolute error
0.6397
Root mean prior squared error
0.5
Root mean squared error
0.5171
Root relative squared error
1.0341