Run
1832014

Run 1832014

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 07-10-2016 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier(2)Moa implementation of AccuracyWeightedEnsemble
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_f10
moa.WEKAClassifier(2)_lweka.classifiers.trees.DecisionStump
moa.WEKAClassifier(2)_w0
moa.WEKAClassifier(2)_i1000
moa.WEKAClassifier(2)_f0

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
0.7723
Per class
Confusion matrix
F measure
0.7218
Per class
Kappa
0.4073
KB relative information score
250064.3788
Mean absolute error
0.3914
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7214
Per class
Predictive accuracy
0.7259
Prior entropy
1
Recall
0.7259
Per class
Relative absolute error
0.7828
Root mean prior squared error
0.5
Root mean squared error
0.4335
Root relative squared error
0.867