Run
1832316

Run 1832316

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) 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.Logistic -R 1.0E-8 -M -1
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
0.9374
Per class
Confusion matrix
F measure
0.8954
Per class
Kappa
0.6743
KB relative information score
723421.3269
Mean absolute error
0.1476
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8947
Per class
Predictive accuracy
0.8983
Prior entropy
1
Recall
0.8983
Per class
Relative absolute error
0.2952
Root mean prior squared error
0.5
Root mean squared error
0.2727
Root relative squared error
0.5454