DEVELOPMENT... OpenML
Run
178128

Run 178128

Task 7388 (Supervised Data Stream Classification) BNG(lymph,5000,10) Uploaded 23-02-2015 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
0.8704
Per class
Confusion matrix
F measure
0.7776
Per class
Kappa
0.6047
KB relative information score
668732.0997
Mean absolute error
0.1585
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.7713
Per class
Predictive accuracy
0.7955
Prior entropy
2
Recall
0.7955
Per class
Relative absolute error
0.4227
Root mean prior squared error
0.433
Root mean squared error
0.2809
Root relative squared error
0.6487