Run
529633

Run 529633

Task 194 (Supervised Data Stream Classification) RandomRBF_0_0 Uploaded 03-03-2016 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.HoeffdingTree,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
0.9292
Per class
Confusion matrix
F measure
0.8896
Per class
Kappa
0.8577
KB relative information score
874599.68
Mean absolute error
0.0441
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8903
Per class
Predictive accuracy
0.8899
Prior entropy
2.3219
Recall
0.8899
Per class
Relative absolute error
0.1377
Root mean prior squared error
0.4
Root mean squared error
0.2099
Root relative squared error
0.5247