Run
1832061

Run 1832061

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.trees.J48 -C 0.25 -M 2
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
0.9841
Per class
Confusion matrix
F measure
0.8448
Per class
Kappa
0.8312
KB relative information score
841932.1781
Mean absolute error
0.0267
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.8514
Per class
Predictive accuracy
0.8461
Prior entropy
4.2479
Recall
0.8461
Per class
Relative absolute error
0.2677
Root mean prior squared error
0.2233
Root mean squared error
0.1076
Root relative squared error
0.482