Run
1835401

Run 1835401

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)_n32.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_r64.0
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
0.9426
Per class
Confusion matrix
F measure
0.872
Per class
Kappa
0.7475
KB relative information score
817874.9295
Mean absolute error
0.0821
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8699
Per class
Predictive accuracy
0.8743
Prior entropy
2.3219
Recall
0.8743
Per class
Relative absolute error
0.2565
Root mean prior squared error
0.4
Root mean squared error
0.1938
Root relative squared error
0.4846