DEVELOPMENT... OpenML
Run
159068

Run 159068

Task 178 (Supervised Data Stream Classification) BNG(trains) Uploaded 12-02-2015 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
0.9569
Per class
Confusion matrix
F measure
0.8961
Per class
Kappa
0.7922
KB relative information score
706241.8842
Mean absolute error
0.1574
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8962
Per class
Predictive accuracy
0.8961
Prior entropy
1
Recall
0.8961
Per class
Relative absolute error
0.3149
Root mean prior squared error
0.5
Root mean squared error
0.2789
Root relative squared error
0.5578