Run
524174

Run 524174

Task 188 (Supervised Data Stream Classification) CovPokElec Uploaded 15-02-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9461
Per class
Confusion matrix
F measure
0.8319
Per class
Kappa
0.72
KB relative information score
1185445.0309
Mean absolute error
0.0583
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.8368
Per class
Predictive accuracy
0.8376
Prior entropy
3.3219
Recall
0.8376
Per class
Relative absolute error
0.3238
Root mean prior squared error
0.3
Root mean squared error
0.1567
Root relative squared error
0.5222