Run
155851

Run 155851

Task 125 (Supervised Data Stream Classification) BNG(autos,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
0.6995
Per class
Confusion matrix
F measure
0.3285
Per class
Kappa
0.2129
KB relative information score
370777.2501
Mean absolute error
0.1937
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.2601
Per class
Predictive accuracy
0.4459
Prior entropy
2.8074
Recall
0.4459
Per class
Relative absolute error
0.7909
Root mean prior squared error
0.3499
Root mean squared error
0.3133
Root relative squared error
0.8953