Run
177935

Run 177935

Task 7361 (Supervised Data Stream Classification) BNG(letter,5000,10) Uploaded 23-02-2015 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
0.8313
Per class
Confusion matrix
F measure
0.3316
Per class
Kappa
0.3065
KB relative information score
415722.0376
Mean absolute error
0.0585
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.3304
Per class
Predictive accuracy
0.3332
Prior entropy
4.7004
Recall
0.3332
Per class
Relative absolute error
0.7903
Root mean prior squared error
0.1923
Root mean squared error
0.1729
Root relative squared error
0.8991