DEVELOPMENT... OpenML
Run
155889

Run 155889

Task 174 (Supervised Data Stream Classification) BNG(soybean) 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
0.7994
Per class
Confusion matrix
F measure
0.1723
Per class
Kappa
0.1747
KB relative information score
277237.3563
Mean absolute error
0.0905
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.1718
Per class
Predictive accuracy
0.2796
Prior entropy
4.2479
Recall
0.2796
Per class
Relative absolute error
0.9071
Root mean prior squared error
0.2233
Root mean squared error
0.2111
Root relative squared error
0.9455