Run
178105

Run 178105

Task 7380 (Supervised Data Stream Classification) BNG(autos,10000,1) Uploaded 23-02-2015 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)Moa implementation of AccuracyWeightedEnsemble
weka.OneR(1)_B6
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_f10
moa.WEKAClassifier_OneR(2)_lweka.classifiers.rules.OneR
moa.WEKAClassifier_OneR(2)_w0
moa.WEKAClassifier_OneR(2)_i1000
moa.WEKAClassifier_OneR(2)_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
0.6634
Per class
Confusion matrix
F measure
0.419
Per class
Kappa
0.2937
KB relative information score
448565.9138
Mean absolute error
0.152
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.4141
Per class
Predictive accuracy
0.4905
Prior entropy
2.8074
Recall
0.4905
Per class
Relative absolute error
0.6205
Root mean prior squared error
0.3499
Root mean squared error
0.3655
Root relative squared error
1.0446