Run
1832233

Run 1832233

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) 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
0.9614
Per class
Confusion matrix
F measure
0.8068
Per class
Kappa
0.7857
KB relative information score
275462.4116
Mean absolute error
0.1621
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8071
Per class
Predictive accuracy
0.8072
Prior entropy
3.3219
Recall
0.8072
Per class
Relative absolute error
0.9004
Root mean prior squared error
0.3
Root mean squared error
0.2752
Root relative squared error
0.9174