Run
1832246

Run 1832246

Task 2168 (Supervised Data Stream Classification) BNG(zoo) 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
0.9857
Per class
Confusion matrix
F measure
0.9352
Per class
Kappa
0.916
KB relative information score
344130.0088
Mean absolute error
0.2057
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9354
Per class
Predictive accuracy
0.9358
Prior entropy
2.8074
Recall
0.9358
Per class
Relative absolute error
0.8401
Root mean prior squared error
0.3499
Root mean squared error
0.3021
Root relative squared error
0.8634