Run
543668

Run 543668

Task 196 (Supervised Data Stream Classification) RandomRBF_10_1E-4 Uploaded 26-03-2016 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)_k5
moa.BlastDecayed(1)_pfalse

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
0.9474
Per class
Confusion matrix
F measure
0.8041
Per class
Kappa
0.7479
KB relative information score
707741.4066
Mean absolute error
0.1213
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8101
Per class
Predictive accuracy
0.8069
Prior entropy
2.3219
Recall
0.8069
Per class
Relative absolute error
0.3792
Root mean prior squared error
0.4
Root mean squared error
0.2419
Root relative squared error
0.6048