Run
544107

Run 544107

Task 2127 (Supervised Data Stream Classification) BNG(anneal) Uploaded 30-03-2016 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.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k3
moa.BlastDecayed(1)_ptrue

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
0.9542
Per class
Confusion matrix
F measure
0.9271
Per class
Kappa
0.8199
KB relative information score
920359.5927
Mean absolute error
0.0299
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9294
Per class
Predictive accuracy
0.9328
Prior entropy
2.585
Recall
0.9328
Per class
Relative absolute error
0.1077
Root mean prior squared error
0.3727
Root mean squared error
0.1352
Root relative squared error
0.3627