Run
155766

Run 155766

Task 180 (Supervised Data Stream Classification) BNG(vehicle,nominal,1000000) Uploaded 11-02-2015 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)Moa implementation of AccuracyWeightedEnsemble
weka.OneR(1)_B6
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_f10
moa.WEKAClassifier_OneR(2)_lweka.classifiers.rules.OneR
moa.WEKAClassifier_OneR(2)_w0
moa.WEKAClassifier_OneR(2)_i1000
moa.WEKAClassifier_OneR(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
0.5992
Per class
Confusion matrix
F measure
0.3872
Per class
Kappa
0.1987
KB relative information score
272705.0292
Mean absolute error
0.3012
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.3973
Per class
Predictive accuracy
0.3977
Prior entropy
2
Recall
0.3977
Per class
Relative absolute error
0.8031
Root mean prior squared error
0.433
Root mean squared error
0.5488
Root relative squared error
1.2673