DEVELOPMENT... OpenML
Run
179337

Run 179337

Task 7368 (Supervised Data Stream Classification) BNG(audiology,5000,1) Uploaded 24-02-2015 by Jason
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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
0.9816
Per class
Confusion matrix
F measure
0.7929
Per class
Kappa
0.7782
KB relative information score
816990.5469
Mean absolute error
0.0239
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.7909
Per class
Predictive accuracy
0.8086
Prior entropy
4.585
Recall
0.8086
Per class
Relative absolute error
0.2989
Root mean prior squared error
0.1998
Root mean squared error
0.1057
Root relative squared error
0.5292