Run
543568

Run 543568

Task 163 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 25-03-2016 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
0.9848
Per class
Confusion matrix
F measure
0.9262
Per class
Kappa
0.9182
KB relative information score
904228.146
Mean absolute error
0.0281
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9269
Per class
Predictive accuracy
0.9263
Prior entropy
3.3219
Recall
0.9263
Per class
Relative absolute error
0.156
Root mean prior squared error
0.3
Root mean squared error
0.1127
Root relative squared error
0.3758