Run
155873

Run 155873

Task 167 (Supervised Data Stream Classification) BNG(pendigits,nominal,1000000) Uploaded 11-02-2015 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier(1)Moa implementation of AccuracyWeightedEnsemble
moa.WEKAClassifier(1)_f0
moa.WEKAClassifier(1)_i1000
moa.WEKAClassifier(1)_lweka.classifiers.trees.DecisionStump
moa.WEKAClassifier(1)_w0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_f10

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
0.7068
Per class
Confusion matrix
F measure
0.139
Per class
Kappa
0.1214
KB relative information score
205073.5052
Mean absolute error
0.1672
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.1797
Per class
Predictive accuracy
0.2124
Prior entropy
3.3219
Recall
0.2124
Per class
Relative absolute error
0.929
Root mean prior squared error
0.3
Root mean squared error
0.2893
Root relative squared error
0.9642