Run
179314

Run 179314

Task 7366 (Supervised Data Stream Classification) BNG(audiology,1000,5) Uploaded 24-02-2015 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)Moa implementation of AccuracyWeightedEnsemble
weka.Logistic(1)_M-1
weka.Logistic(1)_R1.0E-8
moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)_f10
moa.WEKAClassifier_Logistic(1)_lweka.classifiers.functions.Logistic
moa.WEKAClassifier_Logistic(1)_w0
moa.WEKAClassifier_Logistic(1)_i1000
moa.WEKAClassifier_Logistic(1)_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
0.9818
Per class
Confusion matrix
F measure
0.7969
Per class
Kappa
0.7818
KB relative information score
809692.6777
Mean absolute error
0.0263
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.8026
Per class
Predictive accuracy
0.8128
Prior entropy
4.585
Recall
0.8128
Per class
Relative absolute error
0.3294
Root mean prior squared error
0.1998
Root mean squared error
0.1083
Root relative squared error
0.542