Run
1832307

Run 1832307

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 07-10-2016 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier(2)Moa implementation of AccuracyWeightedEnsemble
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_f10
moa.WEKAClassifier(2)_lweka.classifiers.functions.Logistic -R 1.0E-8 -M -1
moa.WEKAClassifier(2)_w0
moa.WEKAClassifier(2)_i1000
moa.WEKAClassifier(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
0.939
Per class
Confusion matrix
F measure
0.8755
Per class
Kappa
0.7488
KB relative information score
653081.6633
Mean absolute error
0.1855
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8765
Per class
Predictive accuracy
0.8753
Prior entropy
1
Recall
0.8753
Per class
Relative absolute error
0.3711
Root mean prior squared error
0.5
Root mean squared error
0.3051
Root relative squared error
0.6102