Run
543877

Run 543877

Task 192 (Supervised Data Stream Classification) LED(50000) Uploaded 29-03-2016 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)_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
0.9003
Per class
Confusion matrix
F measure
0.7191
Per class
Kappa
0.6893
KB relative information score
699530.0524
Mean absolute error
0.0731
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7188
Per class
Predictive accuracy
0.7204
Prior entropy
3.3219
Recall
0.7204
Per class
Relative absolute error
0.4063
Root mean prior squared error
0.3
Root mean squared error
0.2121
Root relative squared error
0.7068