Run
502736

Run 502736

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) Uploaded 22-12-2015 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(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
0.8727
Per class
Confusion matrix
F measure
0.6477
Per class
Kappa
0.5531
KB relative information score
415446.0767
Mean absolute error
0.2661
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6529
Per class
Predictive accuracy
0.6647
Prior entropy
2
Recall
0.6647
Per class
Relative absolute error
0.7097
Root mean prior squared error
0.433
Root mean squared error
0.3447
Root relative squared error
0.796