Run
155732

Run 155732

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_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
0.6622
Per class
Confusion matrix
F measure
0.4254
Per class
Kappa
0.2613
KB relative information score
429840.6615
Mean absolute error
0.1567
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.4354
Per class
Predictive accuracy
0.4552
Prior entropy
2.8074
Recall
0.4552
Per class
Relative absolute error
0.64
Root mean prior squared error
0.3499
Root mean squared error
0.3738
Root relative squared error
1.0684