Run
178126

Run 178126

Task 7380 (Supervised Data Stream Classification) BNG(autos,10000,1) Uploaded 23-02-2015 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier(1)Moa implementation of AccuracyWeightedEnsemble
moa.WEKAClassifier(1)_f0
moa.WEKAClassifier(1)_i1000
moa.WEKAClassifier(1)_lweka.classifiers.trees.DecisionStump
moa.WEKAClassifier(1)_w0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_f10

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
0.7027
Per class
Confusion matrix
F measure
0.3619
Per class
Kappa
0.2592
KB relative information score
360861.6965
Mean absolute error
0.1874
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.3035
Per class
Predictive accuracy
0.4857
Prior entropy
2.8074
Recall
0.4857
Per class
Relative absolute error
0.7652
Root mean prior squared error
0.3499
Root mean squared error
0.308
Root relative squared error
0.8802