Run
544161

Run 544161

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 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
0.9404
Per class
Confusion matrix
F measure
0.8934
Per class
Kappa
0.8624
KB relative information score
779028.8849
Mean absolute error
0.0976
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8943
Per class
Predictive accuracy
0.8936
Prior entropy
2.3219
Recall
0.8936
Per class
Relative absolute error
0.3051
Root mean prior squared error
0.4
Root mean squared error
0.2311
Root relative squared error
0.5777