Run
156022

Run 156022

Task 123 (Supervised Data Stream Classification) BNG(labor,nominal,1000000) Uploaded 11-02-2015 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
0.9845
Per class
Confusion matrix
F measure
0.9482
Per class
Kappa
0.8872
KB relative information score
852455.645
Mean absolute error
0.0801
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9485
Per class
Predictive accuracy
0.9481
Prior entropy
1
Recall
0.9481
Per class
Relative absolute error
0.1602
Root mean prior squared error
0.5
Root mean squared error
0.1991
Root relative squared error
0.3981