DEVELOPMENT... OpenML
Run
155894

Run 155894

Task 184 (Supervised Data Stream Classification) BNG(vowel,nominal,1000000) Uploaded 11-02-2015 by Jason
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier(1)Moa implementation of AccuracyWeightedEnsemble
moa.WEKAClassifier(1)_f0
moa.WEKAClassifier(1)_i1000
moa.WEKAClassifier(1)_lweka.classifiers.trees.DecisionStump
moa.WEKAClassifier(1)_w0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_f10

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
0.6338
Per class
Confusion matrix
F measure
0.1236
Per class
Kappa
0.0858
KB relative information score
128001.1662
Mean absolute error
0.1581
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.116
Per class
Predictive accuracy
0.1688
Prior entropy
3.4594
Recall
0.1688
Per class
Relative absolute error
0.9566
Root mean prior squared error
0.2875
Root mean squared error
0.2815
Root relative squared error
0.9791