DEVELOPMENT... OpenML
Run
156169

Run 156169

Task 169 (Supervised Data Stream Classification) BNG(dermatology,nominal,1000000) Uploaded 11-02-2015 by Jason
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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
0.9942
Per class
Confusion matrix
F measure
0.9439
Per class
Kappa
0.9304
KB relative information score
911438.819
Mean absolute error
0.036
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9443
Per class
Predictive accuracy
0.9444
Prior entropy
2.585
Recall
0.9444
Per class
Relative absolute error
0.1298
Root mean prior squared error
0.3727
Root mean squared error
0.1213
Root relative squared error
0.3254