Run
544166

Run 544166

Task 2151 (Supervised Data Stream Classification) BNG(cmc) 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)_k2
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
0.6539
Per class
Confusion matrix
F measure
0.5278
Per class
Kappa
0.2686
KB relative information score
19439.1998
Mean absolute error
0.3201
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.5278
Per class
Predictive accuracy
0.5279
Prior entropy
1.585
Recall
0.5279
Per class
Relative absolute error
0.7203
Root mean prior squared error
0.4714
Root mean squared error
0.5347
Root relative squared error
1.1342