Run
155746

Run 155746

Task 164 (Supervised Data Stream Classification) BNG(credit-a,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
0.8586
Per class
Confusion matrix
F measure
0.8522
Per class
Kappa
0.7051
KB relative information score
703592
Mean absolute error
0.1482
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8628
Per class
Predictive accuracy
0.8518
Prior entropy
1
Recall
0.8518
Per class
Relative absolute error
0.2964
Root mean prior squared error
0.5
Root mean squared error
0.385
Root relative squared error
0.7699