Run
1832153

Run 1832153

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.rules.JRip -F 3 -N 2.0 -O 2 -S 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
0.924
Per class
Confusion matrix
F measure
0.8681
Per class
Kappa
0.734
KB relative information score
610607.8677
Mean absolute error
0.2119
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8696
Per class
Predictive accuracy
0.8678
Prior entropy
1
Recall
0.8678
Per class
Relative absolute error
0.4238
Root mean prior squared error
0.5
Root mean squared error
0.3143
Root relative squared error
0.6286