Run
179263

Run 179263

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 24-02-2015 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1)Moa implementation of AccuracyWeightedEnsemble
weka.IBk(1)_Atrue
weka.IBk(1)_K10
weka.IBk(1)_W0
moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1)_f10
moa.WEKAClassifier_IBk(1)_lweka.classifiers.lazy.IBk
moa.WEKAClassifier_IBk(1)_w0
moa.WEKAClassifier_IBk(1)_i1000
moa.WEKAClassifier_IBk(1)_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
0.9354
Per class
Confusion matrix
F measure
0.8698
Per class
Kappa
0.7364
KB relative information score
636098.295
Mean absolute error
0.1949
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8698
Per class
Predictive accuracy
0.87
Prior entropy
1
Recall
0.87
Per class
Relative absolute error
0.3899
Root mean prior squared error
0.5
Root mean squared error
0.3107
Root relative squared error
0.6214