Run
178152

Run 178152

Task 7378 (Supervised Data Stream Classification) BNG(autos,5000,5) 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
0.9037
Per class
Confusion matrix
F measure
0.6898
Per class
Kappa
0.6059
KB relative information score
617972.2416
Mean absolute error
0.1256
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.6866
Per class
Predictive accuracy
0.6996
Prior entropy
2.8074
Recall
0.6996
Per class
Relative absolute error
0.5131
Root mean prior squared error
0.3499
Root mean squared error
0.2468
Root relative squared error
0.7053