Run
178815

Run 178815

Task 7374 (Supervised Data Stream Classification) BNG(autos,1000,1) Uploaded 23-02-2015 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
0.7091
Per class
Confusion matrix
F measure
0.3581
Per class
Kappa
0.2242
KB relative information score
329854.8378
Mean absolute error
0.1994
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.4826
Per class
Predictive accuracy
0.4512
Prior entropy
2.8074
Recall
0.4512
Per class
Relative absolute error
0.8142
Root mean prior squared error
0.3499
Root mean squared error
0.3148
Root relative squared error
0.8997