Run
1832269

Run 1832269

Task 178 (Supervised Data Stream Classification) BNG(trains) 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
0.9569
Per class
Confusion matrix
F measure
0.896
Per class
Kappa
0.792
KB relative information score
706634.1758
Mean absolute error
0.1572
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8961
Per class
Predictive accuracy
0.896
Prior entropy
1
Recall
0.896
Per class
Relative absolute error
0.3144
Root mean prior squared error
0.5
Root mean squared error
0.2789
Root relative squared error
0.5579