Run
155760

Run 155760

Task 177 (Supervised Data Stream Classification) BNG(heart-h,nominal,1000000) Uploaded 11-02-2015 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)Moa implementation of AccuracyWeightedEnsemble
weka.OneR(1)_B6
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_f10
moa.WEKAClassifier_OneR(2)_lweka.classifiers.rules.OneR
moa.WEKAClassifier_OneR(2)_w0
moa.WEKAClassifier_OneR(2)_i1000
moa.WEKAClassifier_OneR(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
0.7766
Per class
Confusion matrix
F measure
0.7961
Per class
Kappa
0.5601
KB relative information score
775412.919
Mean absolute error
0.0794
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7951
Per class
Predictive accuracy
0.802
Prior entropy
2.3219
Recall
0.802
Per class
Relative absolute error
0.2481
Root mean prior squared error
0.4
Root mean squared error
0.2794
Root relative squared error
0.6986