Run
1835399

Run 1835399

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 26-10-2016 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)_n32.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_r64.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_f10
moa.WEKAClassifier(2)_lweka.classifiers.trees.J48 -C 0.25 -M 2
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
0.9312
Per class
Confusion matrix
F measure
0.8747
Per class
Kappa
0.7476
KB relative information score
636488.0567
Mean absolute error
0.1965
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8768
Per class
Predictive accuracy
0.8744
Prior entropy
1
Recall
0.8744
Per class
Relative absolute error
0.393
Root mean prior squared error
0.5
Root mean squared error
0.3084
Root relative squared error
0.6169