Run
1832024

Run 1832024

Task 2159 (Supervised Data Stream Classification) BNG(dermatology) Uploaded 07-10-2016 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier(2)Moa implementation of AccuracyWeightedEnsemble
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_f10
moa.WEKAClassifier(2)_lweka.classifiers.trees.DecisionStump
moa.WEKAClassifier(2)_w0
moa.WEKAClassifier(2)_i1000
moa.WEKAClassifier(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
0.8136
Per class
Confusion matrix
F measure
0.3373
Per class
Kappa
0.3209
KB relative information score
403401.8468
Mean absolute error
0.2071
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.2627
Per class
Predictive accuracy
0.4894
Prior entropy
2.585
Recall
0.4894
Per class
Relative absolute error
0.7455
Root mean prior squared error
0.3727
Root mean squared error
0.3201
Root relative squared error
0.8589