Run
159810

Run 159810

Task 158 (Supervised Data Stream Classification) BNG(mfeat-zernike,nominal,1000000) Uploaded 13-02-2015 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
0.5
Per class
Confusion matrix
F measure
0.018
Per class
KB relative information score
58331.9813
Mean absolute error
0.1801
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.0099
Per class
Predictive accuracy
0.0995
Prior entropy
3.3219
Recall
0.0995
Per class
Relative absolute error
1.0005
Root mean prior squared error
0.3
Root mean squared error
0.4244
Root relative squared error
1.4146