Run
155844

Run 155844

Task 123 (Supervised Data Stream Classification) BNG(labor,nominal,1000000) Uploaded 11-02-2015 by Jan van Rijn
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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
0.7663
Per class
Confusion matrix
F measure
0.8112
Per class
Kappa
0.5788
KB relative information score
484649.2576
Mean absolute error
0.2784
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8511
Per class
Predictive accuracy
0.8263
Prior entropy
1
Recall
0.8263
Per class
Relative absolute error
0.5568
Root mean prior squared error
0.5
Root mean squared error
0.3732
Root relative squared error
0.7464