Run
155871

Run 155871

Task 166 (Supervised Data Stream Classification) BNG(credit-g,nominal,1000000) Uploaded 11-02-2015 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier(1)Moa implementation of AccuracyWeightedEnsemble
moa.WEKAClassifier(1)_f0
moa.WEKAClassifier(1)_i1000
moa.WEKAClassifier(1)_lweka.classifiers.trees.DecisionStump
moa.WEKAClassifier(1)_w0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_f10

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
0.6712
Per class
Confusion matrix
F measure
0.5759
Per class
KB relative information score
268371.52
Mean absolute error
0.3767
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.4894
Per class
Predictive accuracy
0.6996
Prior entropy
1
Recall
0.6996
Per class
Relative absolute error
0.7534
Root mean prior squared error
0.5
Root mean squared error
0.4343
Root relative squared error
0.8685