Run
502724

Run 502724

Task 2152 (Supervised Data Stream Classification) BNG(colic.ORIG) Uploaded 22-12-2015 by Jan van Rijn
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Flow

moa.WeightedEnsemble(1)Moa implementation of WeightedEnsemble
moa.WeightedEnsemble(1)_b,bayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.WeightedEnsemble(1)_a0.99

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
0.7591
Per class
Confusion matrix
F measure
0.7548
Per class
Kappa
0.4369
KB relative information score
366781.5733
Mean absolute error
0.3346
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7819
Per class
Predictive accuracy
0.776
Prior entropy
1
Recall
0.776
Per class
Relative absolute error
0.6692
Root mean prior squared error
0.5
Root mean squared error
0.4204
Root relative squared error
0.8408