Run
1832026

Run 1832026

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) 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
0.7934
Per class
Confusion matrix
F measure
0.755
Per class
Kappa
0.512
KB relative information score
665183.7497
Mean absolute error
0.1464
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.753
Per class
Predictive accuracy
0.7571
Prior entropy
2.3219
Recall
0.7571
Per class
Relative absolute error
0.4574
Root mean prior squared error
0.4
Root mean squared error
0.2661
Root relative squared error
0.6653