Run
155753

Run 155753

Task 167 (Supervised Data Stream Classification) BNG(pendigits,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
0.6162
Per class
Confusion matrix
F measure
0.1693
Per class
Kappa
0.1858
KB relative information score
264973.6628
Mean absolute error
0.1467
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.2678
Per class
Predictive accuracy
0.2704
Prior entropy
3.3219
Recall
0.2704
Per class
Relative absolute error
0.8151
Root mean prior squared error
0.3
Root mean squared error
0.3572
Root relative squared error
1.1908