Run
177916

Run 177916

Task 7356 (Supervised Data Stream Classification) BNG(letter,1000,1) Uploaded 23-02-2015 by Jan van Rijn
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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
0.8445
Per class
Confusion matrix
F measure
0.4067
Per class
Kappa
0.3863
KB relative information score
455789.9438
Mean absolute error
0.0557
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.405
Per class
Predictive accuracy
0.41
Prior entropy
4.7004
Recall
0.41
Per class
Relative absolute error
0.7532
Root mean prior squared error
0.1923
Root mean squared error
0.1667
Root relative squared error
0.8671