Run
184329

Run 184329

Task 178 (Supervised Data Stream Classification) BNG(trains) Uploaded 25-02-2015 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
0.9404
Per class
Confusion matrix
F measure
0.8957
Per class
Kappa
0.7914
KB relative information score
776693.3998
Mean absolute error
0.1133
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8959
Per class
Predictive accuracy
0.8957
Prior entropy
1
Recall
0.8957
Per class
Relative absolute error
0.2266
Root mean prior squared error
0.5
Root mean squared error
0.292
Root relative squared error
0.584