Run
1832022

Run 1832022

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.trees.DecisionStump
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
0.8536
Per class
Confusion matrix
F measure
0.8486
Per class
Kappa
0.6975
KB relative information score
543450.772
Mean absolute error
0.2484
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8574
Per class
Predictive accuracy
0.8482
Prior entropy
1
Recall
0.8482
Per class
Relative absolute error
0.4969
Root mean prior squared error
0.5
Root mean squared error
0.3531
Root relative squared error
0.7062