Run
524569

Run 524569

Task 2152 (Supervised Data Stream Classification) BNG(colic.ORIG) Uploaded 17-02-2016 by Joaquin Vanschoren
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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)_a0.999

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
0.7615
Per class
Confusion matrix
F measure
0.7557
Per class
Kappa
0.4389
KB relative information score
368031.5848
Mean absolute error
0.334
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7825
Per class
Predictive accuracy
0.7766
Prior entropy
1
Recall
0.7766
Per class
Relative absolute error
0.6679
Root mean prior squared error
0.5
Root mean squared error
0.4194
Root relative squared error
0.8389