DEVELOPMENT... OpenML
Run
155950

Run 155950

Task 2168 (Supervised Data Stream Classification) BNG(zoo) 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
0.8167
Per class
Confusion matrix
F measure
0.4775
Per class
Kappa
0.4208
KB relative information score
495627.8518
Mean absolute error
0.1446
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.4351
Per class
Predictive accuracy
0.5832
Prior entropy
2.8074
Recall
0.5832
Per class
Relative absolute error
0.5903
Root mean prior squared error
0.3499
Root mean squared error
0.2705
Root relative squared error
0.7729