Run
524240

Run 524240

Task 174 (Supervised Data Stream Classification) BNG(soybean) Uploaded 16-02-2016 by Jan van Rijn
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Flow

moa.WeightedEnsemble(2)Moa implementation of WeightedEnsemble
moa.WeightedEnsemble(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.WeightedEnsemble(2)_a0.9

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
0.9932
Per class
Confusion matrix
F measure
0.9112
Per class
Kappa
0.9028
KB relative information score
882906.0204
Mean absolute error
0.0229
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.9166
Per class
Predictive accuracy
0.9112
Prior entropy
4.2479
Recall
0.9112
Per class
Relative absolute error
0.2296
Root mean prior squared error
0.2233
Root mean squared error
0.0881
Root relative squared error
0.3945