Run
178940

Run 178940

Task 7374 (Supervised Data Stream Classification) BNG(autos,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
0.9038
Per class
Confusion matrix
F measure
0.6907
Per class
Kappa
0.6071
KB relative information score
618202.3756
Mean absolute error
0.1257
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.6876
Per class
Predictive accuracy
0.7006
Prior entropy
2.8074
Recall
0.7006
Per class
Relative absolute error
0.5131
Root mean prior squared error
0.3499
Root mean squared error
0.2467
Root relative squared error
0.7049