Run
1832157

Run 1832157

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.rules.JRip -F 3 -N 2.0 -O 2 -S 1
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
0.9947
Per class
Confusion matrix
F measure
0.9459
Per class
Kappa
0.9325
KB relative information score
897557.1331
Mean absolute error
0.0445
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9464
Per class
Predictive accuracy
0.946
Prior entropy
2.585
Recall
0.946
Per class
Relative absolute error
0.1601
Root mean prior squared error
0.3727
Root mean squared error
0.1225
Root relative squared error
0.3288