Run
1832079

Run 1832079

Task 2159 (Supervised Data Stream Classification) BNG(dermatology) 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.J48 -C 0.25 -M 2
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
0.9918
Per class
Confusion matrix
F measure
0.929
Per class
Kappa
0.9124
KB relative information score
890990.9551
Mean absolute error
0.0435
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9298
Per class
Predictive accuracy
0.9301
Prior entropy
2.585
Recall
0.9301
Per class
Relative absolute error
0.1566
Root mean prior squared error
0.3727
Root mean squared error
0.1348
Root relative squared error
0.3617