Run
158346

Run 158346

Task 186 (Supervised Data Stream Classification) BNG(waveform-5000,nominal,1000000) Uploaded 12-02-2015 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
0.9366
Per class
Confusion matrix
F measure
0.8057
Per class
Kappa
0.71
KB relative information score
620800.2681
Mean absolute error
0.2034
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8063
Per class
Predictive accuracy
0.8066
Prior entropy
1.585
Recall
0.8066
Per class
Relative absolute error
0.4577
Root mean prior squared error
0.4714
Root mean squared error
0.3063
Root relative squared error
0.6498