DEVELOPMENT... OpenML
Run
179122

Run 179122

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 23-02-2015 by Jason
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier_Winnow(1)Moa implementation of AccuracyWeightedEnsemble
weka.Winnow(1)_A2.0
weka.Winnow(1)_B0.5
weka.Winnow(1)_H-1.0
weka.Winnow(1)_I1
weka.Winnow(1)_S1
weka.Winnow(1)_W2.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_Winnow(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier_Winnow(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_Winnow(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_Winnow(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier_Winnow(1)_f10
moa.WEKAClassifier_Winnow(1)_lweka.classifiers.functions.Winnow
moa.WEKAClassifier_Winnow(1)_w0
moa.WEKAClassifier_Winnow(1)_i1000
moa.WEKAClassifier_Winnow(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
0.5031
Per class
Confusion matrix
F measure
0.253
Per class
KB relative information score
-12
Mean absolute error
0.5001
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.1802
Per class
Predictive accuracy
0.4245
Prior entropy
1
Recall
0.4245
Per class
Relative absolute error
1.0003
Root mean prior squared error
0.5
Root mean squared error
0.5056
Root relative squared error
1.0112