Run
158320

Run 158320

Task 167 (Supervised Data Stream Classification) BNG(pendigits,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
0.9824
Per class
Confusion matrix
F measure
0.8744
Per class
Kappa
0.8609
KB relative information score
851005.7276
Mean absolute error
0.0394
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8748
Per class
Predictive accuracy
0.8748
Prior entropy
3.3219
Recall
0.8748
Per class
Relative absolute error
0.2188
Root mean prior squared error
0.3
Root mean squared error
0.1359
Root relative squared error
0.453