Run
158343

Run 158343

Task 180 (Supervised Data Stream Classification) BNG(vehicle,nominal,1000000) Uploaded 12-02-2015 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1)Moa implementation of AccuracyWeightedEnsemble
weka.J48(1)_C0.25
weka.J48(1)_M2
moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1)_f10
moa.WEKAClassifier_J48(2)_lweka.classifiers.trees.J48
moa.WEKAClassifier_J48(2)_w0
moa.WEKAClassifier_J48(2)_i1000
moa.WEKAClassifier_J48(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
0.8827
Per class
Confusion matrix
F measure
0.6604
Per class
Kappa
0.5561
KB relative information score
515817.2107
Mean absolute error
0.2167
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6604
Per class
Predictive accuracy
0.6668
Prior entropy
2
Recall
0.6668
Per class
Relative absolute error
0.5779
Root mean prior squared error
0.433
Root mean squared error
0.3298
Root relative squared error
0.7617