DEVELOPMENT... OpenML
Run
155895

Run 155895

Task 186 (Supervised Data Stream Classification) BNG(waveform-5000,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
0.7004
Per class
Confusion matrix
F measure
0.4614
Per class
Kappa
0.2895
KB relative information score
198506.6377
Mean absolute error
0.3881
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.5351
Per class
Predictive accuracy
0.5252
Prior entropy
1.585
Recall
0.5252
Per class
Relative absolute error
0.8733
Root mean prior squared error
0.4714
Root mean squared error
0.4374
Root relative squared error
0.9278