Run
1832395

Run 1832395

Task 174 (Supervised Data Stream Classification) BNG(soybean) 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.functions.Logistic -R 1.0E-8 -M -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
0.9915
Per class
Confusion matrix
F measure
0.8976
Per class
Kappa
0.8885
KB relative information score
902666.2033
Mean absolute error
0.0177
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.8993
Per class
Predictive accuracy
0.8982
Prior entropy
4.2479
Recall
0.8982
Per class
Relative absolute error
0.1774
Root mean prior squared error
0.2233
Root mean squared error
0.0891
Root relative squared error
0.399