Run
181340

Run 181340

Task 7284 (Supervised Data Stream Classification) BNG(SPECTF) 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
0.5021
Per class
Confusion matrix
F measure
0.6046
Per class
Kappa
0.005
KB relative information score
435648.1361
Mean absolute error
0.2822
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6342
Per class
Predictive accuracy
0.7178
Prior entropy
1
Recall
0.7178
Per class
Relative absolute error
0.5644
Root mean prior squared error
0.5
Root mean squared error
0.5312
Root relative squared error
1.0623