Run
179187

Run 179187

Task 2160 (Supervised Data Stream Classification) BNG(sonar) Uploaded 24-02-2015 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier_VotedPerceptron(1)Moa implementation of AccuracyWeightedEnsemble
weka.VotedPerceptron(1)_E1.0
weka.VotedPerceptron(1)_I1
weka.VotedPerceptron(1)_M10000
weka.VotedPerceptron(1)_S1
moa.AccuracyWeightedEnsemble_WEKAClassifier_VotedPerceptron(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier_VotedPerceptron(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_VotedPerceptron(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_VotedPerceptron(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier_VotedPerceptron(1)_f10
moa.WEKAClassifier_VotedPerceptron(1)_lweka.classifiers.functions.VotedPerceptron
moa.WEKAClassifier_VotedPerceptron(1)_w0
moa.WEKAClassifier_VotedPerceptron(1)_i1000
moa.WEKAClassifier_VotedPerceptron(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
0.8227
Per class
Confusion matrix
F measure
0.7622
Per class
Kappa
0.5219
KB relative information score
523009.6893
Mean absolute error
0.2391
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7628
Per class
Predictive accuracy
0.7628
Prior entropy
1
Recall
0.7628
Per class
Relative absolute error
0.4781
Root mean prior squared error
0.5
Root mean squared error
0.4512
Root relative squared error
0.9023