Run
1831991

Run 1831991

Task 125958 (Supervised Data Stream Classification) BNG(spambase) 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.REPTree -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0
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
0.652
Per class
Confusion matrix
F measure
0.5744
Per class
Kappa
0.1602
KB relative information score
162729.0858
Mean absolute error
0.4273
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7171
Per class
Predictive accuracy
0.6558
Prior entropy
1
Recall
0.6558
Per class
Relative absolute error
0.8547
Root mean prior squared error
0.5
Root mean squared error
0.4602
Root relative squared error
0.9204