Run
156059

Run 156059

Task 126 (Supervised Data Stream Classification) BNG(lymph,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
0.9567
Per class
Confusion matrix
F measure
0.8821
Per class
Kappa
0.7842
KB relative information score
815561.2467
Mean absolute error
0.0903
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8828
Per class
Predictive accuracy
0.886
Prior entropy
2
Recall
0.886
Per class
Relative absolute error
0.2408
Root mean prior squared error
0.433
Root mean squared error
0.2069
Root relative squared error
0.4779