Run
178121

Run 178121

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(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
0.7082
Per class
Confusion matrix
F measure
0.3576
Per class
Kappa
0.2236
KB relative information score
329585.9139
Mean absolute error
0.1995
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.4761
Per class
Predictive accuracy
0.4512
Prior entropy
2.8074
Recall
0.4512
Per class
Relative absolute error
0.8145
Root mean prior squared error
0.3499
Root mean squared error
0.3149
Root relative squared error
0.9