Run
1832027

Run 1832027

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) 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
0.7889
Per class
Confusion matrix
F measure
0.758
Per class
Kappa
0.5098
KB relative information score
313355.4824
Mean absolute error
0.3647
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.758
Per class
Predictive accuracy
0.7581
Prior entropy
1
Recall
0.7581
Per class
Relative absolute error
0.7294
Root mean prior squared error
0.5
Root mean squared error
0.4197
Root relative squared error
0.8394