Run
177732

Run 177732

Task 7381 (Supervised Data Stream Classification) BNG(autos,10000,5) 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
0.7063
Per class
Confusion matrix
F measure
0.3431
Per class
Kappa
0.2115
KB relative information score
335691.6877
Mean absolute error
0.1974
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.4776
Per class
Predictive accuracy
0.4437
Prior entropy
2.8074
Recall
0.4437
Per class
Relative absolute error
0.806
Root mean prior squared error
0.3499
Root mean squared error
0.3142
Root relative squared error
0.8978