Run
529697

Run 529697

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) Uploaded 04-03-2016 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.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.5383
Per class
Confusion matrix
F measure
0.8652
Per class
Kappa
0.126
KB relative information score
262625.0441
Mean absolute error
0.0388
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8632
Per class
Predictive accuracy
0.903
Prior entropy
2.3219
Recall
0.903
Per class
Relative absolute error
0.1213
Root mean prior squared error
0.4
Root mean squared error
0.197
Root relative squared error
0.4925