Run
1832241

Run 1832241

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) 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.SMO -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007"
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
0.9671
Per class
Confusion matrix
F measure
0.8872
Per class
Kappa
0.8314
KB relative information score
555936.0302
Mean absolute error
0.2516
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8875
Per class
Predictive accuracy
0.8876
Prior entropy
1.585
Recall
0.8876
Per class
Relative absolute error
0.5662
Root mean prior squared error
0.4714
Root mean squared error
0.3127
Root relative squared error
0.6633