Run
1835463

Run 1835463

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 26-10-2016 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)_n16.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_r32.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_f10
moa.WEKAClassifier(2)_lweka.classifiers.trees.J48 -C 0.25 -M 2
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
0.9391
Per class
Confusion matrix
F measure
0.869
Per class
Kappa
0.7415
KB relative information score
815941.6252
Mean absolute error
0.0824
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8669
Per class
Predictive accuracy
0.8713
Prior entropy
2.3219
Recall
0.8713
Per class
Relative absolute error
0.2575
Root mean prior squared error
0.4
Root mean squared error
0.196
Root relative squared error
0.4901