Run
155711

Run 155711

Task 123 (Supervised Data Stream Classification) BNG(labor,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
0.7808
Per class
Confusion matrix
F measure
0.8137
Per class
Kappa
0.584
KB relative information score
651957.795
Mean absolute error
0.174
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8412
Per class
Predictive accuracy
0.8261
Prior entropy
1
Recall
0.8261
Per class
Relative absolute error
0.3481
Root mean prior squared error
0.5
Root mean squared error
0.409
Root relative squared error
0.818